微基准测试

本页包含了Nino与MessagePack以及MemoryPack的性能对比数据

数据结构

Simple Class

[NinoType]
[MemoryPackable]
[MessagePackObject]
public partial class SimpleClass
{
    [Key(0)] public int Id;
    [Key(1)] public bool Tag;
    [Key(2)] public Guid Guid;
    [Key(3)] public DateTime CreateTime;
    [Key(4)] public string Name { get; set; }
    [Key(5)] [NinoUtf8] public string Desc;
    [Key(6)] public int[] Numbers { get; set; }
    [Key(7)] public List<DateTime> Dates { get; set; }
    [Key(8)] public Dictionary<int, string> Map1;
    [Key(9)] public Dictionary<int, int> Map2 { get; set; }
}

Simple Struct

[NinoType]
[MemoryPackable]
[MessagePackObject]
public partial struct SimpleStruct
{
    [Key(0)]
    public int Id;
    [Key(1)]
    public DateTime CreateTime;
}

数据生成

生成函数

Simple Class

public static SimpleClass Create()
{
    Random random = new Random();
    return new SimpleClass
    {
        Id = random.Next(),
        Tag = random.Next() % 2 == 0,
        Guid = Guid.NewGuid(),
        CreateTime = DateTime.Now,
        Name = Guid.NewGuid().ToString(),
        Desc = Enumerable.Range(0, 10).Select(_ => Guid.NewGuid().ToString()).Aggregate((a, b) => a + b),
        Numbers = Enumerable.Range(0, 100).Select(_ => random.Next()).ToArray(),
        Dates = Enumerable.Range(0, 10).Select(_ => DateTime.Now.AddSeconds(random.Next())).ToList(),
        Map1 = Enumerable.Range(0, 10).ToDictionary(n => n, n => n.ToString()),
        Map2 = Enumerable.Range(0, 10).ToDictionary(n => n, n => n * 2)
    };
}

Simple Struct

public static SimpleStruct Create()
{
    Random random = new Random();
    return new SimpleStruct
    {
        Id = random.Next(),
        CreateTime = DateTime.Now.AddSeconds(random.Next())
    };
}

测试数据

_simpleClass = SimpleClass.Create();
_simpleClasses = Enumerable.Range(0, 100).Select(_ => SimpleClass.Create()).ToArray();
_simpleStruct = SimpleStruct.Create();
_simpleStructs = Enumerable.Range(0, 100).Select(_ => SimpleStruct.Create()).ToArray();

测试环境

BenchmarkDotNet v0.14.0, macOS Sequoia 15.1.1 (24B91) [Darwin 24.1.0]
Apple M1, 1 CPU, 8 logical and 8 physical cores
.NET SDK 9.0.101
  [Host]            : .NET 8.0.6 (8.0.624.26715), Arm64 RyuJIT AdvSIMD
  ShortRun-.NET 9.0 : .NET 9.0.0 (9.0.24.52809), Arm64 RyuJIT AdvSIMD

Job=ShortRun-.NET 9.0  Runtime=.NET 9.0  Server=True  
IterationCount=3  LaunchCount=1  WarmupCount=3

测试结果

测试结果为序列化和反序列化上述数据的耗时，单位为纳秒，结果越低越好

柱状图（缩放后）

表格数据

Method	Mean	Error	StdDev	Ratio	RatioSD	Payload
MessagePackDeserializeSimpleClass	2,185.4818 ns	1,603.2680 ns	87.8805 ns	5.17	0.30	-
MemoryPackDeserializeSimpleClass	803.8791 ns	2,727.8901 ns	149.5249 ns	1.90	0.32	-
NinoDeserializeSimpleClass	423.6331 ns	392.2947 ns	21.5030 ns	1.00	0.06	-
MessagePackSerializeSimpleClass	1,756.9635 ns	162.8690 ns	8.9274 ns	13.68	0.07	1.09KB
MemoryPackSerializeSimpleClass	313.9742 ns	36.5482 ns	2.0033 ns	2.44	0.02	1.12KB
NinoSerializeSimpleClass	128.4621 ns	7.9049 ns	0.4333 ns	1.00	0.00	1.13KB
MessagePackDeserializeSimpleClasses	121,233.0085 ns	3,000.5145 ns	164.4683 ns	3.25	0.05	-
MemoryPackDeserializeSimpleClasses	46,809.5000 ns	4,394.9217 ns	240.9005 ns	1.26	0.02	-
NinoDeserializeSimpleClasses	37,274.2878 ns	11,407.1823 ns	625.2662 ns	1.00	0.02	-
MessagePackSerializeSimpleClasses	184,607.4591 ns	46,237.6641 ns	2,534.4424 ns	12.92	0.15	108.6KB
MemoryPackSerializeSimpleClasses	32,528.3135 ns	1,266.2714 ns	69.4086 ns	2.28	0.00	112.11KB
NinoSerializeSimpleClasses	14,286.7016 ns	143.3106 ns	7.8553 ns	1.00	0.00	112.5KB
MessagePackDeserializeSimpleStruct	46.9248 ns	1.2035 ns	0.0660 ns	120.31	9.26	-
MemoryPackDeserializeSimpleStruct	0.9389 ns	0.2493 ns	0.0137 ns	2.41	0.19	-
NinoDeserializeSimpleStruct	0.3922 ns	0.6706 ns	0.0368 ns	1.01	0.11	-
MessagePackSerializeSimpleStruct	146.7111 ns	1.6760 ns	0.0919 ns	52.05	0.62	16B
MemoryPackSerializeSimpleStruct	3.6404 ns	0.0488 ns	0.0027 ns	1.29	0.02	16B
NinoSerializeSimpleStruct	2.8189 ns	0.7128 ns	0.0391 ns	1.00	0.02	16B
MessagePackDeserializeSimpleStructs	2,247.0066 ns	81.3845 ns	4.4610 ns	24.59	0.13	-
MemoryPackDeserializeSimpleStructs	106.7077 ns	55.1043 ns	3.0205 ns	1.17	0.03	-
NinoDeserializeSimpleStructs	91.3917 ns	9.9898 ns	0.5476 ns	1.00	0.01	-
MessagePackSerializeSimpleStructs	13,201.4372 ns	552.1785 ns	30.2668 ns	528.49	1.06	1.57KB
MemoryPackSerializeSimpleStructs	27.9057 ns	0.0661 ns	0.0036 ns	1.12	0.00	1.57KB
NinoSerializeSimpleStructs	24.9794 ns	0.1411 ns	0.0077 ns	1.00	0.00	1.57KB
MessagePackDeserializeVectors	192,061.3674 ns	72,587.8909 ns	3,978.7873 ns	8.44	0.60	-
MemoryPackDeserializeVectors	22,620.0659 ns	3,408.8960 ns	186.8531 ns	0.99	0.07	-
NinoDeserializeVectors	22,848.6769 ns	33,779.9756 ns	1,851.5945 ns	1.00	0.10	-
MessagePackSerializeVectors	135,550.9609 ns	2,408.4577 ns	132.0157 ns	55.23	0.20	205.08KB
MemoryPackSerializeVectors	2,487.1241 ns	385.5445 ns	21.1330 ns	1.01	0.01	156.25KB
NinoSerializeVectors	2,454.1336 ns	184.7375 ns	10.1261 ns	1.00	0.01	156.25KB