Why is any Java/Clojure program slowed down when run from Leiningen?

Question

While benchmarking a Clojure app and trying to pin down performance problems, I noticed this peculiar behavior: even when the entire program is written in Java, when launched from Leiningen it seems to experience a significant slowdown.

Say I have this Java program:

public class Foo {
    public static void main(String[] args) throws Exception {
        for (int i = 0; i < 10; i++)
             run();
    }

    public static void run() {
        final long start = System.nanoTime();

        Random r = new Random();
        double x = 0;
        for(int i=0; i<50000000; i++)
            x += r.nextDouble();

        final long time = TimeUnit.MILLISECONDS.convert(System.nanoTime() - start, TimeUnit.NANOSECONDS);
        System.out.println("time (ms): " + time + " total: " + x);
    }
}

When I simply run the program, I get execution times (per run) of about 1s. However, when I run it from leiningen like so:

lein run -m Foo

I get run times of about 2s! How does Clojure/Leiningen manage to slow down a complete Java program by so much? What am I doing wrong?

I've tried examining the system properties in both runs and couldn't find anything glaring (like different JIT settings). In both cases I use Java 7 with the server compiler.

EDIT: I don't know why this question has been downvoted. I'm not against Clojure. On the contrary, I love Clojure and I'm going to use it. I just have this serious performance problem that I absolutely must solve.

UPDATE: Running lein trampoline solves the issue! (though I have no idea why) I've updated the question to reflect that this is indeed a Leiningen issue, not a Clojure issue.

Another update: This happens for any Clojure code as well. Running without trampoline slows down code by up to 5x.

Answer 1

The creators of leiningen are aware of this and give a thorough explanation of why this is so and what you can do about this.

https://github.com/technomancy/leiningen/wiki/Faster

Related question: Why is leiningen so slow when it starts?

Answer 2

It's probably due to different JIT behaviour.

The performance of JIT compiled can be affected by a number of things, including:

• What startup code gets called, which will affect JIT statistics
• What other classes have been loaded (e.g. other subclasses of Random) which could affect the compiler's optimisation of method call dispatch