FastExpressionCompiler.LightExpression 3.4.0-preview-01

FastExpressionCompiler

<img src="./logo.png" alt="logo"/>

Targets .NET Standard 2.0, 2.1 and .NET 4.5

NuGet packages:

• FastExpressionCompiler
  • sources package: FastExpressionCompiler.src
  • sources with the public code made internal: FastExpressionCompiler.Internal.src
• FastExpressionCompiler.LightExpression
  • sources package: FastExpressionCompiler.LightExpression.src
  • sources with the public code made internal: FastExpressionCompiler.LightExpression.Internal.src

The project was originally a part of the DryIoc, so check it out 😉

The problem

ExpressionTree compilation is used by the wide variety of tools, e.g. IoC/DI containers, Serializers, OO Mappers. But Expression.Compile() is just slow. Moreover the compiled delegate may be slower than the manually created delegate because of the reasons:

TL;DR;

Expression.Compile creates a DynamicMethod and associates it with an anonymous assembly to run it in a sand-boxed environment. This makes it safe for a dynamic method to be emitted and executed by partially trusted code but adds some run-time overhead.

See also a deep dive to Delegate internals.

The solution

The FastExpressionCompiler .CompileFast() extension method is 10-40x times faster than .Compile().
The compiled delegate may be in some cases a lot faster than the one produced by .Compile().

Note: The actual performance may vary depending on the multiple factors: platform, how complex is expression, does it have a closure, does it contain nested lambdas, etc.

In addition, the memory consumption taken by the compilation will be much smaller (check the Allocated column in the benchmarks below).

Benchmarks

Updated to .NET 6

BenchmarkDotNet=v0.12.1, OS=Windows 10.0.19042
Intel Core i5-8350U CPU 1.70GHz (Kaby Lake R), 1 CPU, 8 logical and 4 physical cores
.NET Core SDK=6.0.201
  [Host]     : .NET Core 6.0.3 (CoreCLR 6.0.322.12309, CoreFX 6.0.322.12309), X64 RyuJIT
  DefaultJob : .NET Core 6.0.3 (CoreCLR 6.0.322.12309, CoreFX 6.0.322.12309), X64 RyuJIT

Hoisted expression with the constructor and two arguments in closure

var a = new A();
var b = new B();
Expression<Func<X>> e = () => new X(a, b);

Compiling expression:

Invoking the compiled delegate (comparing to the direct constructor call):

Hoisted expression with the static method and two nested lambdas and two arguments in closure

var a = new A();
var b = new B();
Expression<Func<X>> getXExpr = () => CreateX((aa, bb) => new X(aa, bb), new Lazy<A>(() => a), b);

Compiling expression:

Invoking compiled delegate comparing to direct method call:

Manually composed expression with parameters and closure

var a = new A();
var bParamExpr = Expression.Parameter(typeof(B), "b");
var expr = Expression.Lambda(
    Expression.New(typeof(X).GetTypeInfo().DeclaredConstructors.First(),
        Expression.Constant(a, typeof(A)), bParamExpr),
    bParamExpr);

Compiling expression:

Invoking the compiled delegate compared to the normal delegate and the direct call:

FastExpressionCompiler.LightExpression.Expression vs System.Linq.Expressions.Expression

FastExpressionCompiler.LightExpression.Expression is the lightweight version of System.Linq.Expressions.Expression. It is designed to be a drop-in replacement for the System Expression - just install the FastExpressionCompiler.LightExpression package instead of FastExpressionCompiler and replace the usings

using System.Linq.Expressions;
using static System.Linq.Expressions.Expression;

with

using static FastExpressionCompiler.LightExpression.Expression;
namespace FastExpressionCompiler.LightExpression.UnitTests

You may look at it as a bare-bone wrapper for the computation operation node which helps you to compose the computation tree (without messing with the IL emit directly). It won't validate operations compatibility for the tree the way System.Linq.Expression does it, and partially why it is so slow. Hopefully you are checking the expression arguments yourself and not waiting for the Expression exceptions to blow-up.

Sample expression

Creating the expression: | Method | Mean | Error | StdDev | Median | Ratio | RatioSD | Gen 0 | Gen 1 | Gen 2 | Allocated | |-------------------------------------- |-----------:|----------:|----------:|-----------:|------:|--------:|-------:|------:|------:|----------:| | CreateExpression | 4,698.0 ns | 110.77 ns | 317.81 ns | 4,623.0 ns | 7.99 | 0.85 | 0.4501 | - | - | 1416 B | | CreateLightExpression | 591.2 ns | 15.42 ns | 44.98 ns | 580.7 ns | 1.00 | 0.00 | 0.1574 | - | - | 496 B | | CreateLightExpression_with_intrinsics | 580.2 ns | 16.95 ns | 48.08 ns | 565.0 ns | 0.98 | 0.10 | 0.1554 | - | - | 488 B |

Creating and compiling:

Difference between FastExpressionCompiler and FastExpressionCompiler.LightExpression

FastExpressionCompiler

• Provides the CompileFast extension methods for the System.Linq.Expressions.LambdaExpression.

FastExpressionCompiler.LightExpression

• Provides the CompileFast extension methods for FastExpressionCompiler.LightExpression.LambdaExpression.
• Provides the drop-in expression replacement with the less consumed memory and the faster construction at the cost of the less validation.
• Includes its own ExpressionVisitor.
• Supports ToExpression method to convert back to the System.Linq.Expressions.Expression.

Both FastExpressionCompiler and FastExpressionCompiler.LightExpression

• Support ToCSharpString() method to output the compile-able C# code represented by expression.
• Support ToExpressionString() method to output the expression construction C# code, so given the expression object you'll get e.g. Expression.Lambda(Expression.New(...)).

Who's using it

Marten, Rebus, StructureMap, Lamar, ExpressionToCodeLib, NServiceBus, LINQ2DB, MapsterMapper

Considering: Moq, Apex.Serialization

How to use

Install from the NuGet and add the using FastExpressionCompiler; and replace the call to the .Compile() with the .CompileFast() extension method.

Note: CompileFast has an optional parameter bool ifFastFailedReturnNull = false to disable fallback to Compile.

Examples

Hoisted lambda expression (created by the C# Compiler):

var a = new A(); var b = new B();
Expression<Func<X>> expr = () => new X(a, b);

var getX = expr.CompileFast();
var x = getX();

Manually composed lambda expression:

var a = new A();
var bParamExpr = Expression.Parameter(typeof(B), "b");
var expr = Expression.Lambda(
    Expression.New(typeof(X).GetTypeInfo().DeclaredConstructors.First(),
        Expression.Constant(a, typeof(A)), bParamExpr),
    bParamExpr);

var getX = expr.CompileFast();
var x = getX(new B());

Note: You may simplify Expression usage and enable faster refactoring with the C# using static statement:

using static System.Linq.Expressions.Expression;
// or
// using static FastExpressionCompiler.LightExpression.Expression;

var a = new A();
var bParamExpr = Parameter(typeof(B), "b");
var expr = Lambda(
    New(typeof(X).GetTypeInfo().DeclaredConstructors.First(), Constant(a, typeof(A)), bParamExpr),
    bParamExpr);

var x = expr.CompileFast()(new B());

How it works

The idea is to provide the fast compilation for the supported expression types and fallback to the system Expression.Compile() for the not supported types:

What's not supported yet

FEC V3 does not support yet:

• Quote
• Dynamic
• RuntimeVariables
• DebugInfo
• MemberInit with the MemberMemberBinding and the ListMemberBinding binding types
• NewArrayInit multi-dimensional array initializer is not supported yet

To find what nodes are not supported in your expression you may use the technic described below in the Diagnostics section.

The compilation is done by traversing the expression nodes and emitting the IL. The code is tuned for the performance and the minimal memory consumption.

The expression is traversed twice:

• 1st round is to collect the constants and nested lambdas into the closure objects.
• 2nd round is to emit the IL code and create the delegate using the DynamicMethod.

If visitor finds the not supported expression node or the error condition, the compilation is aborted, and null is returned enabling the fallback to System .Compile().

Diagnostics

FEC V3 adds powerful diagnostics tools.

You may pass the optional CompilerFlags.EnableDelegateDebugInfo into the CompileFast methods.

EnableDelegateDebugInfo adds the diagnostic info into the compiled delegate including its source Expression and C# code. Can be used as following:

var f = e.CompileFast(true, CompilerFlags.EnableDelegateDebugInfo);
var di = f.Target as IDelegateDebugInfo;
Assert.IsNotNull(di.Expression);
Assert.IsNotNull(di.ExpressionString);
Assert.IsNotNull(di.CSharpString);

Those conversion capabilities are also available as the ToCSharpString and ToExpressionString extension methods.

Besides that, when converting the source expression to either C# code or to the Expression construction code you may find the // NOT_SUPPORTED_EXPRESSION comments marking the not supported yet expressions by FEC. So you may verify the presence or absence of this comment in a test.

ThrowOnNotSupportedExpression and NotSupported cases enum

FEC V3.1 adds to the compiler flags the CompilerFlags.ThrowOnNotSupportedExpression so that compiling the expression with not supported node will throw the respective exception instead of returning null.

To get the actual list of the not supported cases you may check NotSupported enum.

Additional optimizations

1. Using FastExpressionCompiler.LightExpression.Expression instead of System.Linq.Expressions.Expression for the faster expression creation.
2. Using .TryCompileWithPreCreatedClosure and .TryCompileWithoutClosure methods when you know the expression at hand and may skip the first traversing round, e.g. for the "static" expression which does not contain the bound constants. Note: You cannot skip the 1st round if the expression contains the Block, Try, or Goto expressions.

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