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Mappee - Fastest avaiable mapper for .NET (AutoMapper / TinyMapper / Mapster / Mapperly alternative)

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Mappee - Fastest avaiable mapper for .NET

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Mappee is a high performance object-to-object mapper for .NET. It is a simple and easy to use library that can be used to map objects of different types. It is designed to be fast and efficient, and it is the fastest available mapper for .NET. The main idea is to map objects using precompiled code, which makes it much faster than other mappers that use reflection. Generated code is cached, so it is only generated once for each type pair, and then reused for all subsequent mappings.

Features

  • Fast and efficient
  • Simple and easy to use

Getting Started

Using static methods

Mapper.Bind<TestObject, TestObjectDto>()
    .IgnoreMember<TestObject, TestObjectDto>(e => e.Name);
    .BeforeMap<TestObject, TestObjectDto>((source, _) =>
    {
        source.Nickname = $"{source.FirstName}{source.LastName}".ToLower();
    })
    .AfterMap<TestObject, TestObjectDto>((_, destination) =>
    {
        destination.Char = destination.FirstName.First();
    })
    .Bind<TestObjectModification, TestObjectModificationDto>()
    .Bind<TestObjectField, TestObjectFieldDto>()
    .Bind<TestObjectLink, TestObjectLinkDto>()
    .Compile();

var testObject = new TestObject();

var testObjectDto = Mapper.Map<TestObjectDto>(testObject);

Using dependency injection

var servicesCollection = new ServiceCollection();
servicesCollection.AddMappee(profile =>
{
    profile.Bind<TestObject, TestObjectDto>()
        .IgnoreMember<TestObject, TestObjectDto>(e => e.Name)
        .BeforeMap<TestObject, TestObjectDto>((source, _) =>
        {
            source.Nickname = $"{source.FirstName}{source.LastName}".ToLower();
        })
        .AfterMap<TestObject, TestObjectDto>((_, destination) =>
        {
            destination.Char = destination.FirstName.First();
        });

    //invoke compile method is not necessary, it will be called automatically
});

//[...]

var serviceProvider = servicesCollection.BuildServiceProvider();
var scope = serviceProvider.CreateScope();

var mapper = scope.ServiceProvider.GetRequiredService<IMapper>();

var testObject = new TestObject();
var testObjectDto = mapper.Map<TestObject, TestObjectDto>(testObject);

Mappee vs other mappers (performance comparison)

Benchmarks

2500 items in 3 different collections and 2500 nested objects (like linked list)

Performance Comparison 2500

BenchmarkDotNet v0.13.12, Windows 11 (10.0.22631.3155/23H2/2023Update/SunValley3)
12th Gen Intel Core i7-12700K, 1 CPU, 20 logical and 12 physical cores
.NET SDK 8.0.101
  [Host]   : .NET 8.0.1 (8.0.123.58001), X64 RyuJIT AVX2
  .NET 8.0 : .NET 8.0.1 (8.0.123.58001), X64 RyuJIT AVX2

Job=.NET 8.0  Runtime=.NET 8.0  
Method Items Mean Error StdDev Ratio Rank Gen0 Gen1 Gen2 Allocated Alloc Ratio
AutoMapper 2500 1,697.0 μs 33.92 μs 58.50 μs 1.00 1 144.5313 142.5781 35.1563 1.5 MB 1.00
TinyMapper 2500 426.8 μs 1.94 μs 1.82 μs 1.00 1 99.1211 49.3164 - 1.24 MB 1.00
Mappee 2500 268.0 μs 2.85 μs 2.67 μs 1.00 1 140.6250 93.2617 - 1.75 MB 1.00
Handwritten 2500 233.5 μs 4.08 μs 3.62 μs 1.00 1 122.0703 66.4063 - 1.52 MB 1.00

1,5,20 items in 3 different collections and 1,5,20 nested objects (like linked list)

Performance Comparison 1,5,20

BenchmarkDotNet v0.13.12, Windows 11 (10.0.22631.3155/23H2/2023Update/SunValley3)
12th Gen Intel Core i7-12700K, 1 CPU, 20 logical and 12 physical cores
.NET SDK 8.0.101
  [Host]   : .NET 8.0.1 (8.0.123.58001), X64 RyuJIT AVX2
  .NET 8.0 : .NET 8.0.1 (8.0.123.58001), X64 RyuJIT AVX2

Job=.NET 8.0  Runtime=.NET 8.0  
Method Items Mean Error StdDev Ratio Rank Gen0 Gen1 Allocated Alloc Ratio
AutoMapper 5 928.6 ns 12.45 ns 11.64 ns 1.00 1 0.2775 0.0029 3.55 KB 1.00
TinyMapper 5 930.4 ns 9.43 ns 8.82 ns 1.00 1 0.2356 0.0019 3.01 KB 1.00
Mappee 5 457.6 ns 9.17 ns 10.56 ns 1.00 1 0.3252 0.0029 4.16 KB 1.00
Handwritten 5 368.8 ns 1.90 ns 1.58 ns 1.00 1 0.2813 0.0024 3.59 KB 1.00
AutoMapper 10 1,663.7 ns 14.35 ns 13.42 ns 1.00 1 0.5302 0.0095 6.79 KB 1.00
TinyMapper 10 1,708.8 ns 18.58 ns 17.38 ns 1.00 1 0.4387 0.0057 5.6 KB 1.00
Mappee 10 832.1 ns 13.57 ns 12.70 ns 1.00 1 0.6113 0.0095 7.8 KB 1.00
Handwritten 10 683.4 ns 5.36 ns 4.75 ns 1.00 1 0.5302 0.0076 6.77 KB 1.00
AutoMapper 20 3,082.1 ns 13.87 ns 12.30 ns 1.00 1 1.0376 0.0343 13.26 KB 1.00
TinyMapper 20 3,334.9 ns 65.42 ns 77.87 ns 1.00 1 0.8392 0.0229 10.72 KB 1.00
Mappee 20 1,575.2 ns 31.47 ns 52.58 ns 1.00 1 1.1768 0.0343 15.03 KB 1.00
Handwritten 20 1,313.9 ns 15.95 ns 14.14 ns 1.00 1 1.0223 0.0286 13.06 KB 1.00

Supported platforms

  • .NET 8.0
  • .NET 7.0
  • .NET 6.0
  • .NET Standard 2.1
  • .NET Standard 2.0
  • .NET Framework 4.8.1