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Benchmarking Direct, Delegate and Reflection Method Invocations

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5 Jan 20032 min read 143.4K   446   30   32
This console mode applet illustrates the significant performance hit of methods invoked using reflection.

Introduction

This article was inspired by:

Both of these articles have inspired me to do some benchmarking of the three forms of function invocation offered in C#:

  • Direct call
  • via a delegate
  • via reflection

As I am in the prototyping stages of an "application automation layer" (The Application Automation Layer: Introduction And Design [^] and The Application Automation Layer - Design And Implementation of The Bootstrap Loader And The Component Manager [^]) which currently relies heavily on method invocation via reflection, I thought I should take the advice of both of these articles and look at the performance of my current implementation.

The results are rather astonishing.

Benchmarking C#

Didn't I read somewhere on CP that the Microsoft license agreement specifically says "thou shalt not benchmark .NET!"? Well, that's yet another commandment I've broken.

I decided to write a really simple benchmarking program, not for the purposes of gleaning minor differences between the three types of function invocation, but to determine if there are any large differences. The benchmark program compares:

Benchmark Matrix
TypeDirectDelegateReflection
Static, No parameters---
Static, With parameters---
Instance, No parameters---
Instance, With parameters---

The results are as follows:

Image 1

You will notice that reflection is approximately 50 times slower than direct calls. This means that I am going to have to seriously reconsider my implementation in the AAL!

Some Code

The program benchmarks twelve different types of invocation. They all look basically like this:

C#
public static void StaticDirectCallWithoutParams()
{
    ++count;
}

simply consisting of a counter increment.

At the beginning of the program, the delegates and reflection methods are initialized along with a couple of embedded constants controlling the number of times the test is run, and how many milliseconds we spend calling the function under test:

C#
CallBenchmark cb=new CallBenchmark();

SNPCall snpCall=new SNPCall(StaticDelegateWithoutParams);
SPCall spCall=new SPCall(StaticDelegateWithParams);
INPCall inpCall=new INPCall(cb.InstanceDelegateWithoutParams);
IPCall ipCall=new IPCall(cb.InstanceDelegateWithParams);

MethodInfo snpMI=GetMethodInfo
 ("CallBenchmark.exe/CallBenchmark.CallBenchmark/StaticInvokeWithoutParams");
MethodInfo spMI=GetMethodInfo
 ("CallBenchmark.exe/CallBenchmark.CallBenchmark/StaticInvokeWithParams");
MethodInfo inpMI=GetMethodInfo
 ("CallBenchmark.exe/CallBenchmark.CallBenchmark/InstanceInvokeWithoutParams");
MethodInfo ipMI=GetMethodInfo
 ("CallBenchmark.exe/CallBenchmark.CallBenchmark/InstanceInvokeWithParams");

int sampleSize=20;    // # of samples
int timerInterval=200;  // in ms

A timer is set up to stop the test:

C#
Timer timer=new Timer(timerInterval);
timer.AutoReset=false;
timer.Stop();
timer.Elapsed+=new ElapsedEventHandler(OnTimerEvent);

...

static void OnTimerEvent(object src, ElapsedEventArgs e)
{
    done=true;
}

And each test looks something like this:

C#
++n;
count=0;
done=false;
timer.Start();
while (!done)
{
    StaticDirectCallWithParams(1, 2, 3);
}
benchmarks[n]+=count;

Rocket science, isn't it?

Conclusion

This little test clearly shows the performance hit taken by invoking methods using reflection. Even considerations like CPU caching wouldn't account for this significant variance (I think!). Obviously, I need to rethink my architecture implementation.

License

This article has no explicit license attached to it but may contain usage terms in the article text or the download files themselves. If in doubt please contact the author via the discussion board below.

A list of licenses authors might use can be found here


Written By
Architect Interacx
United States United States
Blog: https://marcclifton.wordpress.com/
Home Page: http://www.marcclifton.com
Research: http://www.higherorderprogramming.com/
GitHub: https://github.com/cliftonm

All my life I have been passionate about architecture / software design, as this is the cornerstone to a maintainable and extensible application. As such, I have enjoyed exploring some crazy ideas and discovering that they are not so crazy after all. I also love writing about my ideas and seeing the community response. As a consultant, I've enjoyed working in a wide range of industries such as aerospace, boatyard management, remote sensing, emergency services / data management, and casino operations. I've done a variety of pro-bono work non-profit organizations related to nature conservancy, drug recovery and women's health.

Comments and Discussions

 
GeneralSome thoughts... Pin
Matt Gullett6-Jan-03 17:24
Matt Gullett6-Jan-03 17:24 
GeneralRe: Some thoughts... Pin
Marc Clifton7-Jan-03 1:18
mvaMarc Clifton7-Jan-03 1:18 
GeneralRe: Some thoughts... Pin
Matt Gullett7-Jan-03 2:02
Matt Gullett7-Jan-03 2:02 
GeneralRe: Some thoughts... Pin
Marc Clifton7-Jan-03 11:22
mvaMarc Clifton7-Jan-03 11:22 
GeneralRe: Some thoughts... Pin
Matt Gullett7-Jan-03 13:50
Matt Gullett7-Jan-03 13:50 
GeneralRe: Some thoughts... Pin
David Stone7-Jan-03 18:51
sitebuilderDavid Stone7-Jan-03 18:51 
QuestionHow about Reflection Through Delegates Pin
babybg6-Jan-03 17:19
babybg6-Jan-03 17:19 
AnswerRe: How about Reflection Through Delegates Pin
Wesner Moise6-Jan-03 19:04
Wesner Moise6-Jan-03 19:04 
I ran the your benchmarks with additional delegates that are passed with the string names.

SNPCall dsnp = (SNPCall) Delegate.CreateDelegate(typeof(SNPCall), snpMI); //typeof(CallBenchmark), "StaticDelegateWithoutParams");
SNPCall dsnp2 = (SNPCall) Delegate.CreateDelegate(typeof(SNPCall), typeof(CallBenchmark), "StaticDelegateWithoutParams");
SPCall dsp = (SPCall) Delegate.CreateDelegate(typeof(SPCall), typeof(CallBenchmark), "StaticDelegateWithParams");

INPCall dinp = (INPCall) Delegate.CreateDelegate(typeof(INPCall), cb, "InstanceDelegateWithoutParams");
IPCall dip = (IPCall) Delegate.CreateDelegate(typeof(IPCall), cb, "InstanceDelegateWithParams");

Delegates were two to three times slower than Direct calls.
Reflection was over 200 times slower, even the static ones.

Delegates, created through Delegate.CreateDelegate and a reflection-like string parameter, was as fast as delegate created the standard way. Thus, with parameterless functions, there simply is no reason to use Reflection at all, when you can just use CreateDelegate.

The one problem with delegates is that they require a type that encapsulates a function signature -- one type for each different possible combination of parameters and return values; which makes them harder to use for parameter-based functions. However, you can get around this by defining your parameter-based functions to take one parameter "object Function(params object[] array)."


Static Direct Call Without Params: 10652071
Static Direct Call With Params: 7232905
Instance Direct Call Without Params: 7843653
Instance Direct Call With Params: 6199599

Static Delegate Call Without Params: 2642874
Static Delegate Call With Params: 2232891
Instance Delegate Call Without Params: 3053301
Instance Delegate Call With Params: 2839220

Static Reflection Invoke Call Without Params: 12804
Static Reflection Invoke Call With Params: 9902
Instance Reflection Invoke Call Without Params: 12645
Instance Reflection Invoke Call With Params: 9720

Static Delegate Reflection Invoke Call Without Params (MethodInfo): 2556219
Static Delegate Reflection Invoke Call Without Params: 2783660
Static Delegate Reflection Invoke Call With Params: 2053703
Instance Delegate Reflection Invoke Call Without Params: 3206168
Instance Delegate Reflection Invoke Call With Params: 2770263

Thanks,
Wesner Moise
GeneralRe: How about Reflection Through Delegates Pin
Marc Clifton7-Jan-03 12:12
mvaMarc Clifton7-Jan-03 12:12 

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