Benchmarks of various Schemaless Serialization formats and libraries
Referenced in the post https://leecampbell.com/2017/10/04/eventsourcing-with-messagepack-instead-of-json/
Benchmark takes about 8min to run and produces results similar to the following
BenchmarkDotNet=v0.10.9, OS=Windows 10 Threshold 2 (10.0.10586)
Processor=Intel Core i5-4690 CPU 3.50GHz (Haswell), ProcessorCount=4
Frequency=3410090 Hz, Resolution=293.2474 ns, Timer=TSC
[Host] : .NET Framework 4.6.2 (CLR 4.0.30319.42000), 64bit RyuJIT-v4.6.1590.0
Clr : .NET Framework 4.6.2 (CLR 4.0.30319.42000), 64bit RyuJIT-v4.6.1590.0
Core : .NET Core 1.1.2 (Framework 4.6.25211.01), 64bit RyuJIT
| Method | Job | Runtime | Mean | Error | StdDev | Scaled |
|---|---|---|---|---|---|---|
| Json_TypeDeseralization | Clr | Clr | 149.696 us | 0.5023 us | 0.4453 us | 1.00 |
| Json_JObjectDeseralization | Clr | Clr | 115.874 us | 0.7197 us | 0.6732 us | 0.77 |
| Json_ProxyTypeDeseralization | Clr | Clr | 50.584 us | 0.2629 us | 0.2459 us | 0.34 |
| Bson_TypeDeseralization | Clr | Clr | 193.824 us | 1.0551 us | 0.9869 us | 1.29 |
| Bson_ProxyTypeDeseralization | Clr | Clr | 57.429 us | 0.4736 us | 0.4430 us | 0.38 |
| MsgPackCli_TypeDeseralization | Clr | Clr | 93.432 us | 0.3112 us | 0.2759 us | 0.62 |
| MsgPackCli_ProxyTypeDeseralization | Clr | Clr | 44.810 us | 0.3619 us | 0.3208 us | 0.30 |
| MessagePack_TypeDeseralization | Clr | Clr | 28.034 us | 0.2316 us | 0.2167 us | 0.19 |
| MessagePack_ProxyTypeDeseralization | Clr | Clr | 4.728 us | 0.0313 us | 0.0293 us | 0.03 |
| MessagePackLz4_TypeDeseralization | Clr | Clr | 27.947 us | 0.1191 us | 0.1056 us | 0.19 |
| MessagePackLz4_ProxyTypeDeseralization | Clr | Clr | 4.384 us | 0.0359 us | 0.0336 us | 0.03 |
| Json_TypeDeseralization | Core | Core | 158.694 us | 1.3418 us | 1.2551 us | 1.00 |
| Json_JObjectDeseralization | Core | Core | 117.989 us | 0.6825 us | 0.6051 us | 0.74 |
| Json_ProxyTypeDeseralization | Core | Core | 50.296 us | 0.3407 us | 0.3020 us | 0.32 |
| Bson_TypeDeseralization | Core | Core | 178.498 us | 2.1330 us | 1.9952 us | 1.12 |
| Bson_ProxyTypeDeseralization | Core | Core | 62.148 us | 0.3210 us | 0.3002 us | 0.39 |
| MsgPackCli_TypeDeseralization | Core | Core | 185.956 us | 1.9603 us | 1.8337 us | 1.17 |
| MsgPackCli_ProxyTypeDeseralization | Core | Core | 46.308 us | 0.2335 us | 0.2184 us | 0.29 |
| MessagePack_TypeDeseralization | Core | Core | 27.700 us | 0.2655 us | 0.2484 us | 0.17 |
| MessagePack_ProxyTypeDeseralization | Core | Core | 4.632 us | 0.0186 us | 0.0174 us | 0.03 |
| MessagePackLz4_TypeDeseralization | Core | Core | 28.309 us | 0.1192 us | 0.1115 us | 0.18 |
| MessagePackLz4_ProxyTypeDeseralization | Core | Core | 4.291 us | 0.0448 us | 0.0419 us | 0.03 |
Currently shows that
* the https://www.nuget.org/packages/MessagePack library is the fastest
* you dont have to pay a high cost for compression and decompression
* only deserializing the properties you need can have a significant impact on performance