Expression.Compile vs Lambda的性能，直接vs虚拟调用 [英] Performance of Expression.Compile vs Lambda, direct vs virtual calls

问题描述

我很好奇，表达式的效果如何。编译是代码中的lambda表达式，而非直接方法使用，还有直接方法调用vs虚拟方法调用（伪代码）：

I'm curious how performant the Expression.Compile is versus lambda expression in the code and versus direct method usage, and also direct method calls vs virtual method calls (pseudo code):

var foo = new Foo();
var iFoo = (IFoo)foo;

foo.Bar();
iFoo.Bar();
(() => foo.Bar())();
(() => iFoo.Bar())();
Expression.Compile(foo, Foo.Bar)();
Expression.Compile(iFoo, IFoo.Bar)();
Expression.CompileToMethod(foo, Foo.Bar);
Expression.CompileToMethod(iFoo, IFoo.Bar);
MethodInfo.Invoke(foo, Foo.Bar);
MethodInfo.Invoke(iFoo, IFoo.Bar);

推荐答案

我没有找到任何答案，所以这里是性能测试：

I didn't find any answer, so here is the performance test:

using System;
using System.Diagnostics;
using System.Linq.Expressions;
using System.Reflection;
using System.Reflection.Emit;

namespace ExpressionTest
{
    public interface IFoo
    {
        int Bar();
    }

    public sealed class FooImpl : IFoo
    {
        public int Bar()
        {
            return 0;
        }
    }

    class Program
    {
        static void Main(string[] args)
        {
            var foo = new FooImpl();
            var iFoo = (IFoo)foo;

            Func<int> directLambda = () => foo.Bar();
            Func<int> virtualLambda = () => iFoo.Bar();
            var compiledDirectCall = CompileBar(foo, asInterfaceCall: false);
            var compiledVirtualCall = CompileBar(foo, asInterfaceCall: true);
            var compiledArgDirectCall = CompileBar<FooImpl>();
            var compiledArgVirtualCall = CompileBar<IFoo>();
            var barMethodInfo = typeof(FooImpl).GetMethod(nameof(FooImpl.Bar));
            var iBarMethodInfo = typeof(IFoo).GetMethod(nameof(IFoo.Bar));
            var compiledToModuleDirect = CompileToModule<FooImpl>();
            var compiledToModuleVirtual = CompileToModule<IFoo>();

            var iterationCount = 200000000;
            Console.WriteLine($"Iteration count: {iterationCount:N0}");

            var sw = Stopwatch.StartNew();
            for (int i = 0; i < iterationCount; i++)
                compiledVirtualCall();
            var elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual (Func<int>)Expression.Compile(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                compiledDirectCall();
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct (Func<int>)Expression.Compile(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                compiledArgVirtualCall(iFoo);
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual (Func<IFoo, int>)Expression.Compile(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                compiledArgDirectCall(foo);
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct (Func<FooImpl, int>)Expression.Compile(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                compiledToModuleVirtual(iFoo);
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual (Func<IFoo, int>)Expression.CompileToMethod(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                compiledToModuleDirect(foo);
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct (Func<FooImpl, int>)Expression.CompileToMethod(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                virtualLambda();
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual () => IFoo.Bar(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                directLambda();
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct () => FooImpl.Bar(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                iFoo.Bar();
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual IFoo.Bar(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++)
                foo.Bar();
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct Foo.Bar(): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++) {
                int result = (int)iBarMethodInfo.Invoke(iFoo, null);
            }
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Virtual MethodInfo.Invoke(FooImpl, Bar): {elapsedMs} ms");

            sw.Restart();
            for (int i = 0; i < iterationCount; i++) {
                int result = (int)barMethodInfo.Invoke(foo, null);
            }
            elapsedMs = sw.ElapsedMilliseconds;
            Console.WriteLine($"Direct MethodInfo.Invoke(IFoo, Bar): {elapsedMs} ms");
        }

        static Func<int> CompileBar(IFoo foo, bool asInterfaceCall)
        {
            var fooType = asInterfaceCall ? typeof(IFoo) : foo.GetType();
            var methodInfo = fooType.GetMethod(nameof(IFoo.Bar));
            var instance = Expression.Constant(foo, fooType);
            var call = Expression.Call(instance, methodInfo);
            var lambda = Expression.Lambda(call);
            var compiledFunction = (Func<int>)lambda.Compile();
            return compiledFunction;
        }

        static Func<TInput, int> CompileBar<TInput>()
        {
            var fooType = typeof(TInput);
            var methodInfo = fooType.GetMethod(nameof(IFoo.Bar));
            var instance = Expression.Parameter(fooType, "foo");
            var call = Expression.Call(instance, methodInfo);
            var lambda = Expression.Lambda(call, instance);
            var compiledFunction = (Func<TInput, int>)lambda.Compile();
            return compiledFunction;
        }

        static Func<TInput, int> CompileToModule<TInput>()
        {
            var fooType = typeof(TInput);
            var methodInfo = fooType.GetMethod(nameof(IFoo.Bar));
            var instance = Expression.Parameter(fooType, "foo");
            var call = Expression.Call(instance, methodInfo);
            var lambda = Expression.Lambda(call, instance);

            var asmName = new AssemblyName(fooType.Name);
            var asmBuilder = AssemblyBuilder.DefineDynamicAssembly(asmName, AssemblyBuilderAccess.Run);
            var moduleBuilder = asmBuilder.DefineDynamicModule(fooType.Name);
            var typeBuilder = moduleBuilder.DefineType(fooType.Name, TypeAttributes.Public);
            var methodBuilder = typeBuilder.DefineMethod(nameof(IFoo.Bar), MethodAttributes.Static, typeof(int), new[] { fooType });
            Expression.Lambda<Action>(lambda).CompileToMethod(methodBuilder);
            var createdType = typeBuilder.CreateType();

            var mi = createdType.GetMethods(BindingFlags.NonPublic | BindingFlags.Static)[1];
            var func = Delegate.CreateDelegate(typeof(Func<TInput, int>), mi);
            return (Func<TInput, int>)func;
        }
    }
}

在我的笔记本电脑上（发布模式，64位，.NET 4.5.2）它产生：

On my laptop (Release mode, 64 bit, .NET 4.5.2) it yields:

Iteration count: 200,000,000
Virtual MethodInfo.Invoke(FooImpl, Bar):               61811 ms
Direct MethodInfo.Invoke(IFoo, Bar):                   37078 ms
Virtual (Func<int>)Expression.Compile():                2894 ms
Direct (Func<int>)Expression.Compile():                 2242 ms
Virtual (Func<IFoo, int>)Expression.Compile():          2319 ms
Direct (Func<FooImpl, int>)Expression.Compile():        2051 ms
Virtual (Func<IFoo, int>)Expression.CompileToMethod():   996 ms
Direct (Func<FooImpl, int>)Expression.CompileToMethod(): 679 ms
Virtual () => IFoo.Bar():                                796 ms
Direct () => FooImpl.Bar():                              469 ms
Virtual IFoo.Bar():                                      531 ms
Direct Foo.Bar():                                         68 ms

希望这有帮助。

这篇关于Expression.Compile vs Lambda的性能，直接vs虚拟调用的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！