jvm-serializers
MemoryPack
jvm-serializers | MemoryPack | |
---|---|---|
7 | 5 | |
3,275 | 2,794 | |
- | 6.6% | |
4.4 | 8.8 | |
7 months ago | 19 days ago | |
Java | C# | |
- | MIT License |
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jvm-serializers
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Fury: 170x faster than JDK, fast serialization powered by JIT and Zero-copy
Compared with protobuf, fury is 3.2x faster. When comparing with avro, fury is 5.3x faster. Compared with flatbuffers, fury is 4.8x faster. See https://github.com/eishay/jvm-serializers/wiki for detailed benchmark data
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The state of Java Object Serialization libraries in Q2 2023
First, there's benchmarks here if you haven't seen it: jvm-serializers. Not terribly scientific, but it's something. To make any decision, you really need to benchmark your own object graph and it's important to configure the serializer for your particular usage. Still, it is sort of useful for comparing frameworks. It would be interesting to see how Loial performs there. Ping me if you add it.
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Up to 100x Faster FastAPI with simdjson and io_uring on Linux 5.19+
It depends. Some binary encodings such as flatbuffer are actually slower than some JSON libraries. There's a wide range of performance even in the JSON libraries themselves. Generally the faster JSON libraries are the ones that work on a predefined schema and so are able to generate code specifically for that JSON.
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Go standard library: structured, leveled logging
> I'm surprised this is up for debate.
I looked into logging in protobuf when I was seeing if there was a better binary encoding for ring-buffer logging, along the same lines as nanolog:
https://tersesystems.com/blog/2020/11/26/queryable-logging-w...
What I found was that it's typically not the binary encoding vs string encoding that makes a difference. The biggest factors are "is there a predefined schema", "is there a precompiler that will generate code for this schema", and "what is the complexity of the output format". With that in mind, if you are dealing with chaotic semi-structured data, JSON is pretty good, and actually faster than some binary encodings:
https://github.com/eishay/jvm-serializers/wiki/Newer-Results...
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Scala 3.0 serialization
You could use any of the JVM serialisers which should still work.
MemoryPack
- .NET 9 will be putting BinaryFormatter out to pasture
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Godot + MemoryPack
I just stumbled over the serializer MemoryPack, which looks incredible.
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Fury: 170x faster than JDK, fast serialization powered by JIT and Zero-copy
Given it's a binary serialization framework, it should not be too difficult, because the domain is well-explored and numerous libraries exist in C# which address same goals that Fury does.
More popular/newer examples are https://github.com/Cysharp/MemoryPack (which is similar to Fury with its own spec, C#-code first schema), https://github.com/MessagePack-CSharp/MessagePack-CSharp or even gRPC / Protobuf tooling https://github.com/grpc/grpc-dotnet
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Native AOT Overview
With Unity/IL2CPP stuff: For general-purpose serialization libraries like JSON, you sometimes need to provide hints to make sure types are included: https://github.com/jilleJr/Newtonsoft.Json-for-Unity/wiki/Fi...
For schema serialization on known types, there are codegen tools (i.e. moc for MessagePack): https://github.com/neuecc/MessagePack-CSharp
MessagePack is migrating to Rosalyn code generators, so basically invisible codegen. Cysharp's newer serialization library, MessagePack, already uses this: https://github.com/Cysharp/MemoryPack
- GitHub - Cysharp/MemoryPack: Zero encoding extreme performance binary serializer for C#.
What are some alternatives?
fury-benchmarks - Serialization Benchmarks for fury with other libraries
Apache Avro - Apache Avro is a data serialization system.
janino - Janino is a super-small, super-fast Java™ compiler.
zio-json - Fast, secure JSON library with tight ZIO integration.
bridge-info - Information about SourceGear Bridge, a .NET Native AOT binding generator
opentelemetry-specificatio
corert - This repo contains CoreRT, an experimental .NET Core runtime optimized for AOT (ahead of time compilation) scenarios, with the accompanying compiler toolchain.
incubator-fury - A blazingly fast multi-language serialization framework powered by JIT and zero-copy.
grpc-dotnet - gRPC for .NET
.NET Runtime - .NET is a cross-platform runtime for cloud, mobile, desktop, and IoT apps.