Mapsicle.Fluent 1.2.2

Mapsicle 🍦

Mapsicle is a high-performance, modular object mapping ecosystem for .NET. Choose only what you need:

Package	Purpose	Dependencies
Mapsicle	Zero-config mapping	None
Mapsicle.Fluent	Fluent configuration + Profiles	Mapsicle
Mapsicle.EntityFramework	EF Core ProjectTo<T>()	Mapsicle.Fluent
Mapsicle.Validation	FluentValidation integration	Mapsicle.Fluent
Mapsicle.NamingConventions	Naming convention support	Mapsicle.Fluent
Mapsicle.Json	JSON serialization integration	Mapsicle.Fluent
Mapsicle.AspNetCore	ASP.NET Core Minimal API helpers	Mapsicle.Validation
Mapsicle.Caching	Memory/Distributed cache support	Mapsicle.Fluent
Mapsicle.Audit	Change tracking/diff detection	Mapsicle.Fluent
Mapsicle.DataAnnotations	DataAnnotations validation	Mapsicle.Fluent

The core Mapsicle package has zero dependencies. Extension packages introduce their respective third-party dependencies (listed in the table above).

"The fastest mapping is the one you don't have to configure."

---

🚀 Why Choose Mapsicle?

⚠️ AutoMapper is now commercial software. As of July 2025, AutoMapper requires a paid license for commercial use. Mapsicle is 100% free and MPL 2.0 licensed forever.

Quick Comparison

Feature	Mapsicle	AutoMapper	Mapperly
License	MPL 2.0 (Free)	Commercial	MIT (Free)
Architecture	Runtime + Caching	Runtime + Expressions	Source Generator
Setup Required	None	Profiles, DI	Partial class
Dependencies	0 (core)	5+	0 (compile-time)
Compile-time Safety	Partial	No	Full
AOT Compatible	Partial	No	Yes
Circular Refs	Handled	Crash	N/A
Memory Bounded	LRU Option	No	N/A
Cache Statistics	Yes	No	N/A
Integrated Validation	Yes	No	No
ASP.NET Core Helpers	Yes	No	No

---

📊 Detailed Comparison: Mapsicle vs AutoMapper vs Mapperly

Core Mapping Features

Feature	Mapsicle	AutoMapper	Mapperly
Convention-based mapping	✅	✅	✅
Flattening (Address.City → AddressCity)	✅	✅	✅
Custom member mapping	✅ ForMember()	✅ ForMember()	✅ [MapProperty]
Ignore members	✅ [IgnoreMap]	✅ Ignore()	✅ [MapperIgnore]
Reverse mapping	✅ ReverseMap()	✅ ReverseMap()	✅ (define both)
Before/After map hooks	✅	✅	✅
Type converters	✅ CreateConverter<>()	✅ ConvertUsing()	✅ User methods
Inheritance/Polymorphism	✅ Include<>()	✅ Include<>()	✅
Nested object mapping	✅	✅	✅
Collection mapping	✅	✅	✅
Constructor mapping	✅ ConstructUsing()	✅ ConstructUsing()	✅ (automatic)

Configuration & Organization

Feature	Mapsicle	AutoMapper	Mapperly
Profile support	✅ MapsicleProfile	✅ Profile	❌ (partial classes)
Fluent configuration	✅	✅	❌ (attributes)
Attribute-based config	✅ [MapFrom]	✅	✅
Static zero-config API	✅ obj.MapTo<T>()	❌	❌
DI-friendly	✅ IMapper	✅ IMapper	✅
Assembly scanning	✅	✅	N/A

Extension Packages

Package/Feature	Mapsicle	AutoMapper	Mapperly
EF Core ProjectTo	✅ Mapsicle.EntityFramework	✅ Built-in	✅ (expressions)
FluentValidation	✅ Mapsicle.Validation	❌	❌
DataAnnotations	✅ Mapsicle.DataAnnotations	❌	❌
JSON serialization	✅ Mapsicle.Json	❌	❌
ASP.NET Core	✅ Mapsicle.AspNetCore	❌	❌
Caching	✅ Mapsicle.Caching	❌	N/A
Audit/Change tracking	✅ Mapsicle.Audit	❌	❌
Naming conventions	✅ 5 conventions	✅ Built-in	✅ NamingStrategy

Naming Convention Support

Convention	Mapsicle	AutoMapper	Mapperly
PascalCase	✅	✅	✅
camelCase	✅	✅	✅
snake_case	✅	✅	✅
kebab-case	✅	❌	❌
SCREAMING_SNAKE_CASE	✅	❌	❌

Performance Characteristics

Aspect	Mapsicle	AutoMapper	Mapperly
First map overhead	Medium	Medium-High	None
Subsequent maps	Fast	Fast	Fastest
Memory footprint	Low-Medium	Medium	Lowest
Startup time impact	Low	Medium	None
AOT compatible	Partial	No	Yes

When to Use Each

Scenario	Recommendation
Maximum performance, AOT required	Mapperly
Compile-time safety is critical	Mapperly
Quick prototyping, zero setup	Mapsicle (static API)
Need integrated validation	Mapsicle
Existing AutoMapper codebase	AutoMapper (if licensed) or migrate
Budget-conscious / OSS project	Mapsicle or Mapperly
Complex mapping configurations	AutoMapper or Mapsicle (fluent)
ASP.NET Core Minimal APIs	Mapsicle (AspNetCore package)
Need audit trail of changes	Mapsicle (Audit package)

Code Comparison

Mapsicle (Static - Zero Config)

var dto = user.MapTo<UserDto>();

Mapsicle (Fluent)

var config = new MapperConfiguration(cfg => cfg.CreateMap<User, UserDto>());
var mapper = config.CreateMapper();
var dto = mapper.Map<UserDto>(user);

AutoMapper

var config = new MapperConfiguration(cfg => cfg.CreateMap<User, UserDto>());
var mapper = config.CreateMapper();
var dto = mapper.Map<UserDto>(user);

Mapperly

[Mapper]
public partial class UserMapper
{
    public partial UserDto ToDto(User user);
}
// Usage
var dto = new UserMapper().ToDto(user);

Unique Mapsicle Features

Features not found in AutoMapper or Mapperly:

1. Static zero-config API: user.MapTo<UserDto>() - no setup required
2. Built-in validation integration: Map + validate in one call with FluentValidation or DataAnnotations
3. Audit/diff tracking: Track what changed during mapping with MapWithAudit<T>()
4. Caching integration: Cache mapped results with IMemoryCache/IDistributedCache
5. ASP.NET Core IResult helpers: MapValidateAndReturn<T, TValidator>()
6. JSON map-and-serialize: MapToJson<T>(), MapFromJson<T>()
7. LRU cache option: Memory-bounded cache for long-running applications

---

🚦 Quick Start

Complete Example (Copy & Paste)

using Mapsicle;

// 1. Define your types
public class User
{
    public int Id { get; set; }
    public string FirstName { get; set; }
    public string LastName { get; set; }
    public string Email { get; set; }
}

public class UserDto
{
    public int Id { get; set; }
    public string FirstName { get; set; }
    public string LastName { get; set; }
}

// 2. Map - that's it! No configuration needed
var user = new User { Id = 1, FirstName = "John", LastName = "Doe", Email = "john@example.com" };
var dto = user.MapTo<UserDto>();  // FirstName and LastName copied automatically

// 3. Map collections
List<User> users = GetUsers();
List<UserDto> dtos = users.MapTo<UserDto>();  // Entire list mapped

Requirements: .NET Standard 2.0+ or .NET 6.0+ Installation: dotnet add package Mapsicle

Which Package Do I Need?

Do you need EF Core query translation (ProjectTo)?
├─ YES → Install: Mapsicle + Mapsicle.Fluent + Mapsicle.EntityFramework
└─ NO
   ├─ Do you need post-mapping validation?
   │  └─ YES → Install: Mapsicle + Mapsicle.Fluent + Mapsicle.Validation
   ├─ Do you need naming convention support (snake_case ↔ PascalCase)?
   │  └─ YES → Install: Mapsicle + Mapsicle.Fluent + Mapsicle.NamingConventions
   ├─ Do you need custom mapping logic (ForMember, hooks)?
   │  └─ YES → Install: Mapsicle + Mapsicle.Fluent
   └─ NO → Install: Mapsicle (core only - zero config)

Scenario	Packages Needed
Simple POCO mapping	Mapsicle
API DTOs with transformations	Mapsicle.Fluent
EF Core with SQL projection	Mapsicle.EntityFramework
Map + validate DTOs	Mapsicle.Validation
snake_case ↔ PascalCase mapping	Mapsicle.NamingConventions

---

📊 Benchmark Results

Real benchmarks on Apple M1, .NET 8.0, BenchmarkDotNet v0.13.12:

Core Mapping Performance

Scenario	Manual	Mapsicle	AutoMapper	Mapperly	Winner
Single Object	13 ns	26 ns	54 ns	13 ns	⭐ Mapsicle (2.1x faster than AutoMapper)
Flattening	13 ns	29 ns	56 ns	15 ns	⭐ Mapsicle (1.9x faster than AutoMapper)
Collection (100)	1.5 μs	2.0 μs	1.9 μs	1.5 μs	⭐ Mapperly (Mapsicle uses 18% less memory)

Note: Mapperly generates code at compile-time, resulting in near-manual performance. Mapsicle is now the fastest runtime-based mapper, outperforming AutoMapper by 2.1x for single objects and 1.9x for flattening, while using less memory for collections.

Edge Case Performance

Scenario	Mapsicle	AutoMapper	Mapperly	Notes
Deep Nesting (15 levels)	✅ Safe	✅ Safe	✅ Safe	All handle with limits
Circular References	✅ Handled	❌ Crashes	❌ Compile error	Mapsicle wins
Large Collection (10K)	4 ms	4 ms	~3.5 ms	Mapperly fastest
Parallel (1000 threads)	✅ Thread-safe	✅ Thread-safe	✅ Thread-safe	All thread-safe
Cold Start	Medium	Slow	None	Mapperly pre-compiled

Performance Optimizations (v1.1+)

Optimization	Improvement	Status
TypedMapperCache<T,D>	Zero-allocation generic cache	✅ NEW
MapTo<TSource,TDest>()	Strongly-typed mapping, no boxing	✅ NEW
Skip depth tracking for simple	No overhead for flat types	✅ NEW
Lock-free cache reads	Eliminates contention	✅
Collection mapper caching	+20% for collections (v1.1)	✅
PropertyInfo caching	+15% faster cold starts	✅
Primitive fast path	Skips depth tracking	✅
Cached compiled actions	No runtime reflection	✅
LRU cache option	Memory-bounded in long-run apps	✅
Collection pre-allocation	Capacity hints for known sizes	✅

Memory & Cache Statistics (v1.1+)

// Enable memory-bounded caching
Mapper.UseLruCache = true;
Mapper.MaxCacheSize = 1000;  // Default

// Monitor cache performance
var stats = Mapper.CacheInfo();
Console.WriteLine($"Cache entries: {stats.Total}");
Console.WriteLine($"Hit ratio: {stats.HitRatio:P1}");  // Only when LRU enabled
Console.WriteLine($"Hits: {stats.Hits}, Misses: {stats.Misses}");

Feature	Mapsicle (Unbounded)	Mapsicle (LRU)	AutoMapper
Memory Bounded	❌	✅	❌
Cache Statistics	Entry count only	Full stats	❌
Configurable Limit	❌	✅	❌
Lock-Free Reads	✅	✅	Partial

Smoke Test Results (10,000 mappings)

✓ Core: 10,000 mappings in 19ms
✓ Fluent: 10,000 mappings in 10ms
✓ Deep nesting (10 levels): 1,000 mappings in 3ms
✓ Large collection (10,000 items): 4ms

💡 Key Insight: Mapsicle is now 2.1x faster than AutoMapper for single object mapping while maintaining zero-configuration simplicity. Both vastly outperform reflection-based approaches.

Run Benchmarks Yourself

cd tests/Mapsicle.Benchmarks
dotnet run -c Release              # Full suite
dotnet run -c Release -- --quick   # Smoke test
dotnet run -c Release -- --edge    # Edge cases only

---

📦 Installation

# Core package - zero config
dotnet add package Mapsicle

# Fluent configuration + Profiles (optional)
dotnet add package Mapsicle.Fluent

# EF Core ProjectTo (optional)
dotnet add package Mapsicle.EntityFramework

# FluentValidation integration (optional)
dotnet add package Mapsicle.Validation

# Naming conventions support (optional)
dotnet add package Mapsicle.NamingConventions

# Serilog structured logging (optional)
dotnet add package Mapsicle.Serilog

# Dapper integration (optional)
dotnet add package Mapsicle.Dapper

# JSON serialization (optional)
dotnet add package Mapsicle.Json

# ASP.NET Core Minimal API helpers (optional)
dotnet add package Mapsicle.AspNetCore

# Memory/Distributed caching (optional)
dotnet add package Mapsicle.Caching

# Change tracking/audit (optional)
dotnet add package Mapsicle.Audit

# DataAnnotations validation (optional)
dotnet add package Mapsicle.DataAnnotations

---

⚡ Package 1: Mapsicle (Core)

Basic Mapping

using Mapsicle;

var dto = user.MapTo<UserDto>();              // Single object
List<UserDto> dtos = users.MapTo<UserDto>();  // Collection
var flat = order.MapTo<OrderFlatDto>();       // Auto-flattening

Attributes

public class UserDto
{
    [MapFrom("UserName")]  // Map from different property
    public string Name { get; set; }

    [IgnoreMap]             // Never mapped
    public string Secret { get; set; }
}

Stability Features (NEW!)

// Cycle Detection - no more StackOverflow
Mapper.MaxDepth = 32;  // Default, configurable

// Validation at startup
Mapper.AssertMappingValid<User, UserDto>();

// Logging
Mapper.Logger = Console.WriteLine;

// Memory-bounded caching (prevents memory leaks in long-running apps)
Mapper.UseLruCache = true;   // Enable LRU cache
Mapper.MaxCacheSize = 1000;  // Limit cache entries

// Cache statistics
var stats = Mapper.CacheInfo();
Console.WriteLine($"Hit ratio: {stats.HitRatio:P1}");

// Scoped instances with isolated caches
using var mapper = MapperFactory.Create();
var dto = mapper.MapTo<UserDto>(user);  // Uses isolated cache

---

⚡ Package 2: Mapsicle.Fluent

Basic Configuration

using Mapsicle.Fluent;

var config = new MapperConfiguration(cfg =>
{
    cfg.CreateMap<User, UserDto>()
        .ForMember(d => d.FullName, opt => opt.MapFrom(s => $"{s.First} {s.Last}"))
        .ForMember(d => d.Password, opt => opt.Ignore())
        .ForMember(d => d.Status, opt => opt.Condition(s => s.IsActive));
});

config.AssertConfigurationIsValid();
var mapper = config.CreateMapper();

DI Integration (NEW!)

// In Program.cs
services.AddMapsicle(cfg =>
{
    cfg.CreateMap<User, UserDto>();
}, validateConfiguration: true);

// In your service
public class UserService(IMapper mapper)
{
    public UserDto GetUser(User user) => mapper.Map<UserDto>(user);
}

Lifecycle Hooks (NEW!)

cfg.CreateMap<Order, OrderDto>()
    .BeforeMap((src, dest) => dest.CreatedAt = DateTime.UtcNow)
    .AfterMap((src, dest) => dest.WasProcessed = true);

Polymorphic Mapping (NEW!)

cfg.CreateMap<Vehicle, VehicleDto>()
    .Include<Car, CarDto>()
    .Include<Truck, TruckDto>();

Custom Construction (NEW!)

cfg.CreateMap<Order, OrderDto>()
    .ConstructUsing(src => OrderFactory.Create(src.Type));

Global Type Converters (NEW!)

cfg.CreateConverter<Money, decimal>(m => m.Amount);
cfg.CreateConverter<Money, string>(m => $"{m.Currency} {m.Amount}");

---

⚡ Package 3: Mapsicle.EntityFramework

ProjectTo<T>() that translates to SQL—no in-memory loading!

using Mapsicle.EntityFramework;

var dtos = await _context.Users
    .Where(u => u.IsActive)
    .ProjectTo<UserEntity, UserDto>()
    .ToListAsync();

// Flattening in SQL: Customer.Name → CustomerName
var orders = _context.Orders
    .ProjectTo<OrderEntity, OrderFlatDto>()
    .ToList();

ProjectTo with Fluent Configuration (NEW!)

// ForMember expressions are translated to SQL!
var config = new MapperConfiguration(cfg =>
{
    cfg.CreateMap<Order, OrderDto>()
        .ForMember(d => d.CustomerName, opt => opt.MapFrom(s => s.Customer.FirstName + " " + s.Customer.LastName))
        .ForMember(d => d.Total, opt => opt.MapFrom(s => s.Lines.Sum(l => l.Quantity * l.UnitPrice)));
});

// These expressions translate to SQL queries
var orders = _context.Orders.ProjectTo<Order, OrderDto>(config).ToList();

---

⚡ Package 4: Mapsicle.Validation

Post-mapping validation using FluentValidation—validate DTOs immediately after mapping!

Basic Usage

using FluentValidation;
using Mapsicle.Fluent;
using Mapsicle.Validation;

// 1. Define your validator
public class UserDtoValidator : AbstractValidator<UserDto>
{
    public UserDtoValidator()
    {
        RuleFor(x => x.Name).NotEmpty().WithMessage("Name is required");
        RuleFor(x => x.Email).NotEmpty().EmailAddress();
        RuleFor(x => x.Age).GreaterThan(0).WithMessage("Age must be positive");
    }
}

// 2. Map and validate in one call
var result = mapper.MapAndValidate<User, UserDto, UserDtoValidator>(user);

if (result.IsValid)
{
    return Ok(result.Value);  // The mapped DTO
}
else
{
    return BadRequest(result.ErrorsByProperty);  // { "Email": ["Valid email is required"] }
}

API Overview

// Map and validate with validator type
var result = mapper.MapAndValidate<TSource, TDest, TValidator>(source);

// Map and validate with validator instance
var validator = new UserDtoValidator();
var result = mapper.MapAndValidate<UserDto>(source, validator);

// Validate an existing object
var result = dto.Validate<UserDto, UserDtoValidator>();

// Get value or throw exception
var dto = result.GetValueOrThrow();  // Throws ValidationException if invalid

Result Properties

result.IsValid           // bool - true if validation passed
result.Value             // TDest - the mapped object
result.Errors            // IList<ValidationFailure> - all validation errors
result.ErrorsByProperty  // IDictionary<string, string[]> - errors grouped by property
result.ValidationResult  // FluentValidation.Results.ValidationResult - full result

Real-World Example: API Controller

[ApiController]
[Route("api/users")]
public class UsersController : ControllerBase
{
    private readonly IMapper _mapper;
    private readonly IUserRepository _repo;

    public UsersController(IMapper mapper, IUserRepository repo)
    {
        _mapper = mapper;
        _repo = repo;
    }

    [HttpPost]
    public async Task<IActionResult> Create([FromBody] CreateUserRequest request)
    {
        var result = _mapper.MapAndValidate<CreateUserRequest, UserDto, UserDtoValidator>(request);

        if (!result.IsValid)
        {
            return BadRequest(new { errors = result.ErrorsByProperty });
        }

        var user = await _repo.CreateAsync(result.Value);
        return CreatedAtAction(nameof(GetById), new { id = user.Id }, user);
    }
}

---

⚡ Package 5: Mapsicle.NamingConventions

Automatic naming convention conversion—map between snake_case, PascalCase, camelCase, and kebab-case!

Basic Usage

using Mapsicle.NamingConventions;

// Source uses snake_case (e.g., from Python API or database)
public class ApiResponse
{
    public int user_id { get; set; }
    public string first_name { get; set; }
    public string email_address { get; set; }
}

// Destination uses PascalCase (C# convention)
public class UserDto
{
    public int UserId { get; set; }
    public string FirstName { get; set; }
    public string EmailAddress { get; set; }
}

// Map with naming convention conversion
var dto = apiResponse.MapWithConvention<ApiResponse, UserDto>(
    NamingConvention.SnakeCase,
    NamingConvention.PascalCase);

// dto.UserId == apiResponse.user_id
// dto.FirstName == apiResponse.first_name

Built-in Conventions

Convention	Example	C# Property
NamingConvention.PascalCase	UserName	Standard C#
NamingConvention.CamelCase	userName	JavaScript/JSON
NamingConvention.SnakeCase	user_name	Python/Ruby/SQL
NamingConvention.KebabCase	user-name	URLs/CSS

Convert Property Names

// Convert a single name
var snake = "UserName".ConvertName(NamingConvention.PascalCase, NamingConvention.SnakeCase);
// Result: "user_name"

var pascal = "first_name".ConvertName(NamingConvention.SnakeCase, NamingConvention.PascalCase);
// Result: "FirstName"

var camel = "OrderCount".ConvertName(NamingConvention.PascalCase, NamingConvention.CamelCase);
// Result: "orderCount"

Use with Fluent Mapper

// Combine with IMapper for convention-based mapping
var dto = mapper.MapWithConvention<ApiResponse, UserDto>(
    apiResponse,
    NamingConvention.SnakeCase,
    NamingConvention.PascalCase);

Check Name Matching

// Check if names match across conventions
bool match = NamingConvention.NamesMatch(
    "user_name", NamingConvention.SnakeCase,
    "UserName", NamingConvention.PascalCase);
// Result: true

Real-World Example: External API Integration

public class ExternalApiClient
{
    private readonly HttpClient _http;

    public async Task<UserDto> GetUserAsync(int id)
    {
        // External API returns snake_case JSON
        var response = await _http.GetFromJsonAsync<ExternalUserResponse>($"/users/{id}");

        // Convert to C# conventions
        return response.MapWithConvention<ExternalUserResponse, UserDto>(
            NamingConvention.SnakeCase,
            NamingConvention.PascalCase);
    }
}

// External API response (snake_case)
public class ExternalUserResponse
{
    public int user_id { get; set; }
    public string first_name { get; set; }
    public string last_name { get; set; }
    public string email_address { get; set; }
    public DateTime created_at { get; set; }
}

// Internal DTO (PascalCase)
public class UserDto
{
    public int UserId { get; set; }
    public string FirstName { get; set; }
    public string LastName { get; set; }
    public string EmailAddress { get; set; }
    public DateTime CreatedAt { get; set; }
}

---

⚡ Package 6: Mapsicle.Serilog

Structured logging integration for enterprise diagnostics and observability.

Basic Setup

using Mapsicle.Serilog;
using Serilog;

// Configure Serilog logger
var logger = new LoggerConfiguration()
    .WriteTo.Console()
    .MinimumLevel.Debug()
    .CreateLogger();

// Enable Mapsicle logging
MapsicleLogging.UseSerilog(logger);

Map with Logging

// Log individual mappings
var dto = user.MapWithLogging<User, UserDto>(logger);
// Output: [INF] Mapsicle: Mapped User -> UserDto in 0.5ms

// Log collection mappings
var dtos = users.MapCollectionWithLogging<User, UserDto>(logger);
// Output: [INF] Mapsicle: Mapped 100 User -> UserDto items in 5.2ms

Slow Mapping Warnings

// Configure slow mapping threshold (default: 100ms)
MapsicleLogging.SlowMappingThreshold = TimeSpan.FromMilliseconds(50);

// Slow mappings automatically log warnings
var dto = largeObject.MapWithLogging<Large, LargeDto>(logger);
// Output: [WRN] Mapsicle: Slow mapping detected Large -> LargeDto took 75ms

Scoped Logging for Batch Operations

using (var scope = new MappingLoggingScope(logger, "OrderProcessing"))
{
    // All mappings in this scope are logged with the operation context
    var orderDto = order.MapWithLogging<Order, OrderDto>(logger);
    var itemDtos = items.MapCollectionWithLogging<Item, ItemDto>(logger);
}
// Output includes: OperationName = "OrderProcessing"

---

⚡ Package 7: Mapsicle.Dapper

Seamless integration with Dapper for mapping database query results directly to DTOs.

Basic Usage

using Mapsicle.Dapper;
using Dapper;

// Query and map in one call
var users = connection.QueryAndMap<User, UserDto>("SELECT * FROM Users").ToList();

// With parameters
var user = connection.QuerySingleAndMap<User, UserDto>(
    "SELECT * FROM Users WHERE Id = @Id",
    param: new { Id = 1 });

Async Support

// Async query and map
var users = await connection.QueryAndMapAsync<User, UserDto>("SELECT * FROM Users");

// Async single result
var user = await connection.QuerySingleAndMapAsync<User, UserDto>(
    "SELECT * FROM Users WHERE Id = @Id",
    param: new { Id = 1 });

With Custom Configuration

// Use a custom mapper configuration
var config = new MapperConfiguration(cfg =>
{
    cfg.CreateMap<User, UserSummaryDto>()
        .ForMember(d => d.FullName, opt => opt.MapFrom(s => $"{s.FirstName} {s.LastName}"));
});

var users = connection.QueryAndMap<User, UserSummaryDto>(
    "SELECT * FROM Users", config).ToList();

// Or use IMapper instance
var mapper = config.CreateMapper();
var users = connection.QueryAndMap<User, UserSummaryDto>(
    "SELECT * FROM Users", mapper).ToList();

Transaction Support

using var transaction = connection.BeginTransaction();

// Mappings work within transactions
var users = connection.QueryAndMap<User, UserDto>(
    "SELECT * FROM Users WHERE Active = 1",
    transaction: transaction).ToList();

transaction.Commit();

Map Existing Dapper Results

// Map existing IEnumerable from Dapper
var users = connection.Query<User>("SELECT * FROM Users");
var dtos = users.MapTo<User, UserDto>(mapper);

---

🔧 Migration from AutoMapper

API Compatibility

AutoMapper	Mapsicle
CreateMap<S,D>()	Same!
ForMember().MapFrom()	Same!
.Ignore()	Same!
BeforeMap/AfterMap	Same!
Include<Derived>()	Same!
ConstructUsing()	Same!
services.AddAutoMapper()	services.AddMapsicle()
_mapper.Map<T>()	mapper.Map<T>() or obj.MapTo<T>()

Step-by-Step Migration Guide

1. Identify Your AutoMapper Usage

Simple mappings (no profiles) → Use core Mapsicle package Profiles with configuration → Use Mapsicle.Fluent EF Core ProjectTo → Use Mapsicle.EntityFramework

2. Install Packages

dotnet remove package AutoMapper
dotnet remove package AutoMapper.Extensions.Microsoft.DependencyInjection
dotnet add package Mapsicle.Fluent  # Includes core

3. Convert Profiles to Configuration

Before (AutoMapper):

public class UserProfile : Profile
{
    public UserProfile()
    {
        CreateMap<User, UserDto>()
            .ForMember(d => d.FullName, opt => opt.MapFrom(s => s.FirstName + " " + s.LastName));
    }
}

After (Mapsicle):

// In Program.cs/Startup.cs
services.AddMapsicle(cfg =>
{
    cfg.CreateMap<User, UserDto>()
        .ForMember(d => d.FullName, opt => opt.MapFrom(s => s.FirstName + " " + s.LastName));
}, validateConfiguration: true);

4. Update DI Registration

Before:

services.AddAutoMapper(typeof(UserProfile).Assembly);

After:

services.AddMapsicle(cfg =>
{
    cfg.CreateMap<User, UserDto>();
    cfg.CreateMap<Order, OrderDto>();
    // ... all your mappings
}, validateConfiguration: true);

5. Update Mapping Calls

Before:

public class UserService
{
    private readonly IMapper _mapper;

    public UserService(IMapper mapper) => _mapper = mapper;

    public UserDto GetUser(User user) => _mapper.Map<UserDto>(user);
}

After (same interface!):

public class UserService
{
    private readonly IMapper _mapper;

    public UserService(IMapper mapper) => _mapper = mapper;

    // Option 1: Same as AutoMapper
    public UserDto GetUser(User user) => _mapper.Map<UserDto>(user);

    // Option 2: Extension method (no DI needed for simple cases)
    public UserDto GetUser(User user) => user.MapTo<UserDto>();
}

Known Incompatibilities

❌ Not Supported:

• IMemberValueResolver interface - use ResolveUsing(func) instead
• ITypeConverter interface - use CreateConverter<T, U>() instead
• Conditional mapping with complex predicates
• MaxDepth per individual mapping (only global Mapper.MaxDepth)

✅ Now Supported (via extension packages):

• Custom naming conventions → Mapsicle.NamingConventions
• Post-mapping validation → Mapsicle.Validation

⚠️ Behavioral Differences:

• Circular references: AutoMapper throws exception, Mapsicle returns default value
• Unmapped properties: Both ignore, but Mapsicle has GetUnmappedProperties<T, U>() for validation
• Null handling: Both return null for null source, but Mapsicle is more aggressive with null-safe navigation

---

🛠️ Troubleshooting

Common Issues

Issue: Properties Not Mapping

Symptom: Destination properties remain default/null after mapping

Causes & Solutions:

1. Property name mismatch

   // Problem: Source has "UserName", destination has "Name"
   
   // Solution 1: Use [MapFrom] attribute
   public class UserDto
   {
       [MapFrom("UserName")]
       public string Name { get; set; }
   }
   
   // Solution 2: Use Fluent configuration
   cfg.CreateMap<User, UserDto>()
       .ForMember(d => d.Name, opt => opt.MapFrom(s => s.UserName));
   

2. Property not readable/writable

   // ❌ Won't map (no setter)
   public string Name { get; }
   
   // ✅ Will map
   public string Name { get; set; }
   
   // ✅ Also works (init setter)
   public string Name { get; init; }
   

3. Type incompatibility

   // Check which properties can't map
   var unmapped = Mapper.GetUnmappedProperties<User, UserDto>();
   Console.WriteLine($"Unmapped: {string.Join(", ", unmapped)}");
   

Issue: StackOverflowException

Cause: Circular references exceeding MaxDepth (default 32)

Solutions:

// Solution 1: Increase depth limit
Mapper.MaxDepth = 64;

// Solution 2: Enable logging to see depth warnings
Mapper.Logger = msg => Console.WriteLine($"[Mapsicle] {msg}");

// Solution 3: Use [IgnoreMap] to break cycle
public class User
{
    public int Id { get; set; }

    [IgnoreMap]  // Don't map back to parent
    public List<Order> Orders { get; set; }
}

Issue: Poor Collection Mapping Performance

Symptom: Mapping 10,000+ items is slow

Solutions:

// ❌ Don't: Map items individually
foreach (var user in users)
{
    dtos.Add(user.MapTo<UserDto>());
}

// ✅ Do: Map entire collection
var dtos = users.MapTo<UserDto>();  // 20% faster with cached mapper

// ✅ Do: Pre-warm cache at startup for frequently used types
new User().MapTo<UserDto>();
new Order().MapTo<OrderDto>();

Issue: Memory Growth in Long-Running Apps

Symptom: Memory usage grows over time

Cause: Unbounded cache with many dynamic type combinations

Solution:

// Enable memory-bounded LRU cache
Mapper.UseLruCache = true;
Mapper.MaxCacheSize = 1000;  // Adjust based on # of unique type pairs

// Monitor cache performance
var stats = Mapper.CacheInfo();
if (stats.HitRatio < 0.8)
{
    // Consider increasing cache size
    Mapper.MaxCacheSize = 2000;
}

Issue: EF Core ProjectTo Not Working

Symptom: Exception thrown or results incorrect

Common Causes:

1. Missing configuration

   // ❌ Don't use convention mapping with complex expressions
   var dtos = context.Orders.ProjectTo<Order, OrderDto>().ToList();
   
   // ✅ Pass configuration for ForMember expressions
   var config = new MapperConfiguration(cfg =>
   {
       cfg.CreateMap<Order, OrderDto>()
           .ForMember(d => d.CustomerName, opt => opt.MapFrom(s => s.Customer.Name));
   });
   var dtos = context.Orders.ProjectTo<Order, OrderDto>(config).ToList();
   

2. Non-translatable expressions

   // ❌ Method calls that don't translate to SQL
   cfg.CreateMap<User, UserDto>()
       .ForMember(d => d.Name, opt => opt.ResolveUsing(u => FormatName(u)));
   
   // ✅ Use expressions that translate to SQL
   cfg.CreateMap<User, UserDto>()
       .ForMember(d => d.Name, opt => opt.MapFrom(u => u.FirstName + " " + u.LastName));
   

Debugging Tips

// 1. Enable verbose logging
Mapper.Logger = msg => _logger.LogDebug($"[Mapsicle] {msg}");

// 2. Validate mapping at startup
#if DEBUG
Mapper.AssertMappingValid<User, UserDto>();
#endif

// 3. Check configuration in fluent mapper
config.AssertConfigurationIsValid();

// 4. Monitor cache statistics
var stats = Mapper.CacheInfo();
_logger.LogInformation($"Cache: {stats.Total} entries, Hit ratio: {stats.HitRatio:P1}");

// 5. Use MapperFactory for isolated testing
using var mapper = MapperFactory.Create(new MapperOptions
{
    MaxDepth = 16,
    Logger = Console.WriteLine
});
var dto = mapper.MapTo<UserDto>(user);

---

⚠️ Known Limitations

Feature Limitations

❌ Not Supported:

• Async mapping operations
• Source/destination value injection (context passing)
• Open generic types
• Explicit type conversion configuration beyond built-ins

✅ Supported via Extension Packages:

• Custom naming conventions (PascalCase ↔ snake_case) → Mapsicle.NamingConventions
• Post-mapping validation → Mapsicle.Validation

⚠️ Partial Support:

• Nested flattening limited to 1 level (Address.City ✅, Address.Street.Line1 ❌)
• Collection mapping ~27% slower than AutoMapper for 100-1000 items (competitive on 10K+)
• EF Core ProjectTo works with ForMember expressions, but not ResolveUsing delegates

Behavioral Differences from AutoMapper

• Circular references: Returns default value instead of throwing exception
• Null safety: More aggressive null-safe navigation (fewer NullReferenceException)
• Unmapped properties: Silent (use GetUnmappedProperties for validation)
• Cache behavior: Default is unbounded (must opt-in to LRU)

Platform Support

.NET Version	Mapsicle Support
.NET 8.0	✅ Fully supported
.NET 6.0-7.0	✅ Via .NET Standard 2.0
.NET 5.0	✅ Via .NET Standard 2.0
.NET Core 2.0+	✅ Via .NET Standard 2.0
.NET Framework 4.6.1+	✅ Via .NET Standard 2.0

---

📚 API Reference

Core Extensions (using Mapsicle)

MapTo<T>(this object source)

Maps a source object to a new instance of type T.

Parameters:

• source - The source object to map from

Returns:

• T? - New instance of T with mapped properties, or default(T) if source is null or max depth exceeded

Example:

var dto = user.MapTo<UserDto>();

---

MapTo<T>(this IEnumerable source)

Maps a collection to a List<T>.

Parameters:

• source - The source collection

Returns:

• List<T> - New list with mapped items (empty if source is null)

Optimization: Pre-allocates capacity if source implements ICollection

Example:

List<UserDto> dtos = users.MapTo<UserDto>();

---

Map<TDest>(this object source, TDest destination)

Updates an existing destination object from source.

Parameters:

• source - The source object
• destination - The destination object to update

Returns:

• TDest - The updated destination (same instance)

Example:

source.Map(existingDto);  // Updates existingDto in-place

---

ToDictionary(this object source)

Converts an object to a dictionary of property name/value pairs.

Returns:

• Dictionary<string, object?> - Case-insensitive dictionary

Example:

var dict = user.ToDictionary();

---

MapTo<T>(this IDictionary<string, object?> source) where T : new()

Maps a dictionary to an object.

Constraints:

• T must have a parameterless constructor

Example:

var user = dict.MapTo<User>();

---

Static Mapper Configuration

Mapper.MaxDepth

• Type: int
• Default: 32
• Description: Maximum recursion depth before returning default value (circular reference protection)

Mapper.MaxDepth = 64;

---

Mapper.UseLruCache

• Type: bool
• Default: false
• Description: Enables memory-bounded LRU cache. Clears all caches when changed.

Mapper.UseLruCache = true;

---

Mapper.MaxCacheSize

• Type: int
• Default: 1000
• Description: Maximum cache entries when UseLruCache is enabled

Mapper.MaxCacheSize = 2000;

---

Mapper.Logger

• Type: Action<string>?
• Default: null
• Description: Logger for diagnostic messages (depth warnings, etc)

Mapper.Logger = msg => _logger.LogDebug(msg);

---

Mapper.ClearCache()

Clears all cached mapping delegates.

Mapper.ClearCache();

---

Mapper.CacheInfo()

• Returns: MapperCacheInfo - Current cache statistics

var stats = Mapper.CacheInfo();
Console.WriteLine($"Total: {stats.Total}, Hit Ratio: {stats.HitRatio:P1}");

---

Mapper.AssertMappingValid<TSource, TDest>()

Validates mapping configuration. Throws InvalidOperationException if unmapped properties exist.

Mapper.AssertMappingValid<User, UserDto>();

---

Mapper.GetUnmappedProperties<TSource, TDest>()

• Returns: List<string> - Names of destination properties that cannot be mapped

var unmapped = Mapper.GetUnmappedProperties<User, UserDto>();

---

MapperFactory

MapperFactory.Create(MapperOptions? options = null)

Creates an isolated mapper instance with independent cache and depth tracking.

Parameters:

• options - Optional configuration (MaxDepth, Logger, UseLruCache, MaxCacheSize)

Returns:

• IDisposable mapper instance

Example:

using var mapper = MapperFactory.Create(new MapperOptions
{
    MaxDepth = 16,
    UseLruCache = true,
    MaxCacheSize = 100,
    Logger = Console.WriteLine
});
var dto = mapper.MapTo<UserDto>(user);

---

Fluent API (using Mapsicle.Fluent)

MapperConfiguration

var config = new MapperConfiguration(cfg =>
{
    cfg.CreateMap<User, UserDto>()
        .ForMember(d => d.FullName, opt => opt.MapFrom(s => s.FirstName + " " + s.LastName))
        .ForMember(d => d.Password, opt => opt.Ignore())
        .ForMember(d => d.IsActive, opt => opt.Condition(s => s.Status == "Active"))
        .BeforeMap((src, dest) => Console.WriteLine("Mapping started"))
        .AfterMap((src, dest) => dest.MappedAt = DateTime.UtcNow)
        .Include<PowerUser, PowerUserDto>()
        .ConstructUsing(src => new UserDto(src.Id))
        .ReverseMap();

    cfg.CreateConverter<Money, decimal>(m => m.Amount);
});

config.AssertConfigurationIsValid();
var mapper = config.CreateMapper();

Configuration Methods

• ForMember<TMember>() - Configure individual member mapping

  • opt.MapFrom(expr) - Map from custom expression
  • opt.Ignore() - Don't map this member
  • opt.Condition(pred) - Conditional mapping
  • opt.ResolveUsing(func) - Custom resolver function

• BeforeMap(action) - Execute action before mapping

• AfterMap(action) - Execute action after mapping

• Include<TDerived, TDest>() - Polymorphic mapping support

• ConstructUsing(factory) - Custom object construction

• ReverseMap() - Create reverse mapping

• CreateConverter<TSource, TDest>(converter) - Global type converter

---

EntityFramework Extensions (using Mapsicle.EntityFramework)

ProjectTo<TSource, TDest>(this IQueryable<TSource> query, MapperConfiguration? config = null)

Translates mapping to SQL expression (executed in database).

Parameters:

• query - Source EF Core queryable
• config - Optional mapper configuration for custom mappings

Returns:

• IQueryable<TDest> - Queryable projection

Example:

var dtos = await context.Users
    .Where(u => u.IsActive)
    .ProjectTo<User, UserDto>(config)
    .ToListAsync();

---

Validation Extensions (using Mapsicle.Validation)

MapAndValidate<TDest, TValidator>(this IMapper mapper, object? source)

Maps source to destination and validates using the specified validator type.

Type Parameters:

• TDest - Destination type
• TValidator - FluentValidation validator type (must have parameterless constructor)

Returns:

• MapperValidationResult<TDest> - Contains IsValid, Value, Errors, ErrorsByProperty

Example:

var result = mapper.MapAndValidate<User, UserDto, UserDtoValidator>(user);
if (result.IsValid) return result.Value;

---

MapAndValidate<TDest>(this IMapper mapper, object? source, IValidator<TDest> validator)

Maps source to destination and validates using a provided validator instance.

Example:

var validator = new UserDtoValidator();
var result = mapper.MapAndValidate<UserDto>(user, validator);

---

Validate<T, TValidator>(this T value)

Validates an existing object using the specified validator type.

Example:

var result = dto.Validate<UserDto, UserDtoValidator>();

---

NamingConventions Extensions (using Mapsicle.NamingConventions)

MapWithConvention<TSource, TDest>(this TSource source, NamingConvention sourceConvention, NamingConvention destConvention)

Maps source to destination with naming convention transformation.

Parameters:

• sourceConvention - The naming convention of source properties
• destConvention - The naming convention of destination properties

Returns:

• TDest? - New instance with convention-matched properties

Example:

var dto = apiResponse.MapWithConvention<ApiResponse, UserDto>(
    NamingConvention.SnakeCase,
    NamingConvention.PascalCase);

---

ConvertName(this string name, NamingConvention from, NamingConvention to)

Converts a property name from one convention to another.

Example:

var snakeName = "UserName".ConvertName(NamingConvention.PascalCase, NamingConvention.SnakeCase);
// Result: "user_name"

---

NamingConvention.NamesMatch(string sourceName, NamingConvention sourceConvention, string destName, NamingConvention destConvention)

Checks if two names match when their conventions are applied.

Example:

bool match = NamingConvention.NamesMatch("user_id", NamingConvention.SnakeCase, "UserId", NamingConvention.PascalCase);
// Result: true

---

Serilog Extensions (using Mapsicle.Serilog)

MapsicleLogging.UseSerilog(ILogger logger)

Enables global Serilog integration for Mapsicle mapping operations.

Parameters:

• logger - Serilog ILogger instance

Example:

MapsicleLogging.UseSerilog(Log.Logger);

---

MapWithLogging<TSource, TDest>(this TSource source, ILogger logger)

Maps source to destination with timing and structured logging.

Returns:

• TDest? - Mapped destination object

Example:

var dto = user.MapWithLogging<User, UserDto>(logger);
// Logs: Mapsicle: Mapped User -> UserDto in 0.5ms

---

MapCollectionWithLogging<TSource, TDest>(this IEnumerable<TSource> source, ILogger logger)

Maps a collection with aggregated timing and logging.

Returns:

• List<TDest> - List of mapped destination objects

Example:

var dtos = users.MapCollectionWithLogging<User, UserDto>(logger);
// Logs: Mapsicle: Mapped 100 User -> UserDto items in 5.2ms

---

MapsicleLogging.SlowMappingThreshold

Configures the threshold for slow mapping warnings.

Default: 100ms

Example:

MapsicleLogging.SlowMappingThreshold = TimeSpan.FromMilliseconds(50);

---

Dapper Extensions (using Mapsicle.Dapper)

QueryAndMap<TSource, TDest>(this IDbConnection connection, string sql, ...)

Executes a SQL query and maps results to destination type.

Overloads:

• QueryAndMap<TSource, TDest>(sql, param?, transaction?, commandTimeout?) - Auto-mapping
• QueryAndMap<TSource, TDest>(sql, MapperConfiguration, param?, ...) - With configuration
• QueryAndMap<TSource, TDest>(sql, IMapper, param?, ...) - With mapper instance

Returns:

• IEnumerable<TDest> - Mapped results

Example:

var users = connection.QueryAndMap<User, UserDto>("SELECT * FROM Users").ToList();

---

QueryAndMapAsync<TSource, TDest>(this IDbConnection connection, string sql, ...)

Async version of QueryAndMap.

Example:

var users = await connection.QueryAndMapAsync<User, UserDto>("SELECT * FROM Users");

---

QuerySingleAndMap<TSource, TDest>(this IDbConnection connection, string sql, ...)

Executes a query expecting a single result and maps it.

Returns:

• TDest? - Mapped result or null

Example:

var user = connection.QuerySingleAndMap<User, UserDto>(
    "SELECT * FROM Users WHERE Id = @Id", param: new { Id = 1 });

---

QueryFirstAndMap<TSource, TDest>(this IDbConnection connection, string sql, ...)

Executes a query and maps the first result.

Returns:

• TDest? - First mapped result or null

Example:

var user = connection.QueryFirstAndMap<User, UserDto>("SELECT * FROM Users ORDER BY CreatedAt DESC");

---

MapTo<TSource, TDest>(this IEnumerable<TSource>? source, IMapper mapper)

Maps an existing collection using a provided mapper.

Returns:

• List<TDest> - Mapped results

Example:

var users = connection.Query<User>("SELECT * FROM Users");
var dtos = users.MapTo<User, UserDto>(mapper);

---

📝 Complete Feature List

Core Features

• ✅ Zero-config convention mapping
• ✅ Collection mapping (List, Array, IEnumerable)
• ✅ Dictionary mapping (object ↔ Dictionary)
• ✅ Flattening (AddressCity → Address.City)
• ✅ Nullable type coercion (T ↔ T?)
• ✅ Enum to numeric conversion
• ✅ Nested object mapping
• ✅ Case-insensitive property matching
• ✅ Record type support (positional parameters)
• ✅ Anonymous type support
• ✅ Circular reference protection
• ✅ Thread-safe caching

Advanced Features

• ✅ [MapFrom] attribute
• ✅ [IgnoreMap] attribute
• ✅ Fluent configuration API
• ✅ ForMember custom expressions
• ✅ BeforeMap/AfterMap hooks
• ✅ Polymorphic mapping (.Include<>)
• ✅ Custom construction (.ConstructUsing)
• ✅ Global type converters
• ✅ Conditional mapping
• ✅ ReverseMap
• ✅ DI integration
• ✅ Configuration validation

Enterprise Features

• ✅ LRU cache option (memory-bounded)
• ✅ Cache statistics (hits, misses, ratio)
• ✅ PropertyInfo caching
• ✅ Lock-free reads
• ✅ Isolated mapper instances
• ✅ Configurable depth limits
• ✅ Diagnostic logging
• ✅ Unmapped property detection

EF Core Features

• ✅ ProjectTo with SQL translation
• ✅ ForMember in ProjectTo
• ✅ Flattening in SQL
• ✅ Nested projection
• ✅ Type coercion in queries

Validation Features (Mapsicle.Validation)

• ✅ MapAndValidate with FluentValidation
• ✅ Validator type parameter
• ✅ Validator instance injection
• ✅ Validation result with IsValid, Errors
• ✅ ErrorsByProperty dictionary
• ✅ GetValueOrThrow pattern
• ✅ Validator caching

Naming Convention Features (Mapsicle.NamingConventions)

• ✅ PascalCase convention
• ✅ camelCase convention
• ✅ snake_case convention
• ✅ kebab-case convention
• ✅ MapWithConvention extension
• ✅ ConvertName string extension
• ✅ NamesMatch cross-convention comparison
• ✅ Property mapping cache

Serilog Features (Mapsicle.Serilog)

• ✅ UseSerilog global integration
• ✅ MapWithLogging extension
• ✅ MapCollectionWithLogging extension
• ✅ Slow mapping warnings
• ✅ MappingLoggingScope for batch operations
• ✅ Structured logging with properties
• ✅ Configurable thresholds

Dapper Features (Mapsicle.Dapper)

• ✅ QueryAndMap / QueryAndMapAsync
• ✅ QuerySingleAndMap / QuerySingleAndMapAsync
• ✅ QueryFirstAndMap / QueryFirstAndMapAsync
• ✅ Transaction support
• ✅ Custom MapperConfiguration support
• ✅ IMapper instance support
• ✅ MapTo collection extension

---

🧪 Test Coverage

Package	Tests	Coverage
Mapsicle	210	Core + Stability
Mapsicle.Fluent	35	Fluent + Enterprise
Mapsicle.EntityFramework	19	EF Core
Mapsicle.Validation	13	FluentValidation
Mapsicle.NamingConventions	55	Naming Conventions
Mapsicle.Serilog	22	Serilog Logging
Mapsicle.Dapper	25	Dapper Integration
Mapsicle.Json	26	JSON Serialization
Mapsicle.AspNetCore	23	ASP.NET Core
Mapsicle.Caching	21	Caching Integration
Mapsicle.Audit	26	Change Tracking
Mapsicle.DataAnnotations	24	DataAnnotations
Total	499

---

📁 Project Structure

Mapsicle/
├── src/
│   ├── Mapsicle/                    # Core - zero config
│   ├── Mapsicle.Fluent/             # Fluent + DI + Profiles
│   ├── Mapsicle.EntityFramework/    # EF Core ProjectTo
│   ├── Mapsicle.Validation/         # FluentValidation integration
│   ├── Mapsicle.NamingConventions/  # Naming convention support
│   ├── Mapsicle.Serilog/            # Serilog structured logging
│   ├── Mapsicle.Dapper/             # Dapper integration
│   ├── Mapsicle.Json/               # JSON serialization
│   ├── Mapsicle.AspNetCore/         # ASP.NET Core Minimal API
│   ├── Mapsicle.Caching/            # Memory/Distributed caching
│   ├── Mapsicle.Audit/              # Change tracking/diff
│   └── Mapsicle.DataAnnotations/    # DataAnnotations validation
├── tests/
│   ├── Mapsicle.Tests/
│   ├── Mapsicle.Fluent.Tests/
│   ├── Mapsicle.EntityFramework.Tests/
│   ├── Mapsicle.Validation.Tests/
│   ├── Mapsicle.NamingConventions.Tests/
│   ├── Mapsicle.Serilog.Tests/
│   ├── Mapsicle.Dapper.Tests/
│   ├── Mapsicle.Json.Tests/
│   ├── Mapsicle.AspNetCore.Tests/
│   ├── Mapsicle.Caching.Tests/
│   ├── Mapsicle.Audit.Tests/
│   ├── Mapsicle.DataAnnotations.Tests/
│   └── Mapsicle.Benchmarks/
└── examples/
    └── Mapsicle.Examples/           # Working examples for all packages

Run Examples

dotnet run --project examples/Mapsicle.Examples

---

🤝 Contributing

PRs welcome! Areas for contribution:

• Performance optimizations
• Additional type coercion scenarios
• Documentation improvements

---

📄 License

MPL 2.0 License © Arnel Isiderio Robles

---

<p align="center"> <strong>Stop configuring. Start mapping.</strong><br> <em>Free forever. Zero dependencies. Pure performance.</em> </p>