生成时间： 2026-05-08 17:55:12
性能图表
系统信息
- 操作系统： Darwin 24.6.0
- 架构： arm64
- Python： 3.10.8
性能汇总
| 数据类型 | 操作 | Fory (ops/s) | Protobuf (ops/s) | Msgpack (ops/s) | Fory vs PB | Fory vs MP |
|---|
| NumericStruct | 序列化 | 12.74M | 7.16M | 3.63M | 1.78x | 3.51x |
| NumericStruct | 反序列化 | 10.63M | 8.40M | 1.78M | 1.27x | 5.98x |
| Sample | 序列化 | 7.16M | 2.53M | 646K | 2.84x | 11.10x |
| Sample | 反序列化 | 3.27M | 2.10M | 343K | 1.56x | 9.54x |
| MediaContent | 序列化 | 3.74M | 1.75M | 1.14M | 2.14x | 3.27x |
| MediaContent | 反序列化 | 2.03M | 1.23M | 646K | 1.66x | 3.15x |
| NumericStructList | 序列化 | 1.10M | 386K | 201K | 2.84x | 5.44x |
| NumericStructList | 反序列化 | 1.09M | 368K | 103K | 2.96x | 10.54x |
| SampleList | 序列化 | 496K | 126K | 36K | 3.93x | 13.83x |
| SampleList | 反序列化 | 195K | 96K | 17K | 2.04x | 11.73x |
| MediaContentList | 序列化 | 250K | 91K | 57K | 2.73x | 4.38x |
| MediaContentList | 反序列化 | 112K | 74K | 31K | 1.53x | 3.65x |
详细耗时（ns/op）
| 数据类型 | 操作 | Fory | Protobuf | Msgpack |
|---|
| NumericStruct | 序列化 | 78.5 | 139.6 | 275.5 |
| NumericStruct | 反序列化 | 94.0 | 119.0 | 562.5 |
| Sample | 序列化 | 139.6 | 395.9 | 1549.0 |
| Sample | 反序列化 | 306.0 | 475.9 | 2919.0 |
| MediaContent | 序列化 | 267.3 | 571.6 | 875.1 |
| MediaContent | 反序列化 | 492.4 | 815.8 | 1549.0 |
| NumericStructList | 序列化 | 912.8 | 2594.0 | 4970.0 |
| NumericStructList | 反序列化 | 919.9 | 2721.0 | 9698.0 |
| SampleList | 序列化 | 2018.0 | 7927.0 | 27909.0 |
| SampleList | 反序列化 | 5126.0 | 10460.0 | 60118.0 |
| MediaContentList | 序列化 | 4006.0 | 10939.0 | 17553.0 |
| MediaContentList | 反序列化 | 8893.0 | 13588.0 | 32439.0 |
序列化数据大小（字节）
| 数据类型 | Fory | Protobuf | Msgpack |
|---|
| NumericStruct | 78 | 93 | 88 |
| Sample | 445 | 375 | 524 |
| MediaContent | 340 | 301 | 400 |
| NumericStructList | 819 | 1900 | 1766 |
| SampleList | 7599 | 7560 | 10486 |
| MediaContentList | 5774 | 6080 | 8006 |