5 ms·
How fast does Java compile?
- KingOfCoders 2y agoHow fast does Golang compile? https://www.octobench.com/ https://www.octobench.com/
- bilekas 2y agoHow fast does Rust compi..... I better not actually.
- pkolaczk 2y agoWhy? I'm quite curious. There aren't any good benchmarks on the internet, especially ones comparing it to other languages. I'd love to actually see some real numbers showing how far off it is from Java or Go (I don't doubt it is slower than Java or Go, as it is a much more sophisticated language). My anecdotal evidence suggests it is not as slow as many think. It compiles a 500k LoC (that's count of all code in dependencies) project in ~10s on my M2 Pro.
- OtomotO 2y agoSubjectively, not baked by any science, the Linking step is the worst, even with mold.
- OtomotO 2y agoAbout my only gripe with the language. But it's getting better.
- lihaoyi 2y agoDon't worry, I wrote this article about Java but my day-to-day work is Scala. We're lucky if we can crack 4,000 lines-per-second-per-core on my pretty vanilla Scala projects x_x
- KingOfCoders 2y agoI feel the pain, I've started a startup on Scala (and some years later successfully sold it), but compilation speed and 20 lines type constraint errors where my biggest problems (but I never forget that it enabled us to scale the company and sell it :-) - but if a programming language spawns consulting companies that only help with speeding up compile times, that is a bad sign. Though when working on a 2M+ LOC Java project 15 years ago, we also spent a lot of money on very fast RAID hard drives in developer machines to speed up compilation. JRebel was a huge relief back then.
- arxanas 2y agoOne thing I discovered while trying to improve my incremental Rust compilation time (https://blog.waleedkhan.name/rust-incremental-test-times/ https://blog.waleedkhan.name/rust-incremental-test-times/) was that there was a lot of time that seems to have been attributable to `cargo` itself (https://lobste.rs/s/ktyp2q/improving_incremental_test_times_rust#c_ukhulp https://lobste.rs/s/ktyp2q/improving_incremental_test_times_...), rather than the compiler. It seems like a similar situation as reported in the article.
- croo 2y agoHuh, so for anyone interested but did not have the time to do the comparison of the two links of OP and parent post: * java (on a cold jvm): 18.000-32.000 line per second on a single core * java (on a hot jvm): 102.000-115.000 line per second on a single core * golang: 28.000 line per second on 12 core
- p2detar 2y agoPretty impressive numbers, although it’s fair to say here that while Go comes with its own build toolset, pretty much no one uses plain javac to compile stuff. It’s almost always either Gradle or Maven and as the article hints they slow down builds a lot. > From this study we can see the paradox: the Java compiler is blazing fast, while Java build tools are dreadfully slow. Something that should compile in a fraction of a second using a warm javac takes several seconds (15-16x longer) to compile using Maven or Gradle. edit: typos
- creesch 2y agoI'd be curious to see what the slowdown is, because my gut feeling is that it simply comes down to QoL stuff tools like maven do. If we keep it to compiling only, stuff like resolving dependencies from the pom.xml and such.
- imachine1980_ 2y agoYes but reality is even worst maven projects take f*"* eternity like the post says, you have tens of atomyse package that make simple task that should take seconds take minutes, while the fast in go is not only the compilation time, but that 28000 is in real word case,at least it'd feels like this for experience.
- KingOfCoders 2y agoWhat I love most is how people project. I was just saying "How fast does Golang compile" because I'm interested in compilation speeds and CPU usage cross compilers (Rust, despite it's "slowness" seems to have the best CPU utilization of the compilers I've checked over the years). I've been using Java from 1996 on for two decades. A sidenote: The article is hard to read, it's not clear how much IO there is. It seems to use LOC as "all lines" including empty lines and comments, not "of code" (most tools today mean NCLOC when they say LOC). Also not sure why they chose Netty for the test with 500k lines and then only used a sub project with 50k lines. "Compiling 116,000 lines of Java per second is very fast. That means we should expect a million-line Java codebase to compile in about 9 seconds, on a single thread." The get the score from compiling 50k of lines without IO it seems and then extrapolate to 1m of lines - does that also fit into memory? No GC? And no IO? At least one would need to check if a file has been changed on disk? Or would the OS do that with a cache check? "compile your code, build tools add a frankly absurd amount of overhead ranging from ~4x for Mill to 15-16x for Maven and Gradle!" IO? Check for changed files?
- bastloing 2y agoI thought java was tokenized, not compiled. That's why you need their runtime environment isn't it?
- wbl 2y agoJava is compiled down to bytecode and there is a bunch that happens in the compiler to make things fast ahead of the JIT.
- noelwelsh 2y agoIt is compiled to Java byte code. The JVM runs the byte code. Tokenization [1] is the process of splitting text into components called tokens. It's usually the first stage of parsing. [1]: https://en.wikipedia.org/wiki/Lexical_analysis#Tokenization https://en.wikipedia.org/wiki/Lexical_analysis#Tokenization
- bastloing 2y agoCompiled means it's a direct executable in machine code. Java ain't that. Heck, if it needs a runtime with a garbage collector built into the runtime it's especially junk.
- noelwelsh 2y agoNo, that is not what compiled means. A compiler is simply a program that translates from one language to another. Hence a compiled language is one that is translated into a different language prior to execution. Java is compiled twice; once to byte code and again to machine code by the JIT compiler. That is unless you compile it directly to machine code using, say, Graal Native Image. You are welcome to your opinion on the utility of garbage collection but the widespread usage of GC suggests the industry as a whole does not share your view nor is such an unnaunced view supported by research (e.g. https://dl.acm.org/doi/abs/10.1145/1094811.1094836 https://dl.acm.org/doi/abs/10.1145/1094811.1094836)
- bastloing 2y ago
- rho4 2y agoWe slow our build down by having a dozen 'tools'-projects with a handful of classes each in a straight dependency-line above our main project that contains 99% of the code. This easily increases our compile time from a few seconds to several minutes. With a bonus chance to cause an infinite IDE workspace build loop.
- lihaoyi 2y agoAuthor here, hope people find this article interesting!
- croo 2y ago"From this study we can see the paradox: the Java compiler is blazing fast, while Java build tools are dreadfully slow." Hi, nice article! I wholeheartedly agree with the conclusion after 10 years of fighting with maven for performance gains (that I always measured in minutes not seconds). Slow feedback cycle is the root of all evil.
- shaftway 2y agoI'd love to see Bazel added to the comparison.
- deleted 2y ago[deleted]
- martylamb 2y agoThat's a nice writeup. Given the hot/cold difference you observe, I'd be very curious to see how builds compare when using maven daemon or gradle daemon. I am not very familiar with those myself, simply aware of them. [1] https://github.com/apache/maven-mvnd https://github.com/apache/maven-mvnd [2] https://docs.gradle.org/current/userguide/gradle_daemon.html https://docs.gradle.org/current/userguide/gradle_daemon.html
- lihaoyi 2y agoThe benchmarks in the article do use the Gradle daemon, but not the Maven one, mostly because mvnd isn't the default. For Gradle, if you turn off the gradle daemon, it gets even slower than the numbers presented going from 4+ seconds to 10+ seconds per compile: lihaoyi mockito$ git diff diff --git a/gradle.properties b/gradle.properties index 377b887db..3336085e7 100644 --- a/gradle.properties +++ b/gradle.properties @@ -1,4 +1,4 @@ -org.gradle.daemon=true +org.gradle.daemon=false org.gradle.parallel=true org.gradle.caching=true org.gradle.jvmargs=-Xmx2048m -Dfile.encoding=UTF-8 \ lihaoyi mockito$ ./gradlew clean; time ./gradlew :classes --no-build-cache 10.446 10.230 10.268
- nwellinghoff 2y agoSeems easy enough to do a quick fix for. Just add a option to maven that goes straight into compile and does nothing else. Would be good for local dev. However as we all know maven does much more than this and server side ci/cd process is what really slows your other team members down (if its slow)
- exabrial 2y agoUse Maven profiles: * compile only * compile/test only * compile/install jar only, skip source/javadoc packages * checkstyle only * static analysis only * code coverage only * Skip PGP (you DO check your artifact signatures, right?) The beauty of this is you can create a corporate super pom that defines all of these for you and they can be inherited by every project in your org. Finally, if you have a large multi-module project, run with -T2C to parallel-ize module builds. If your tests are written in a sane/safe manner: -DuseUnlimitedThreads=true -Dparallel=classes -DforkCount=2C will also give you a major boost. We have a giant code base (500,000 SLOC) with 28 maven modules, and a full compile and install takes less 40 seconds with compile/install only. You often don't need to do a full build, but even with tests thats about 3 mins on a M3 Max.
- Filligree 2y agoAlas, I'm stuck with Gradle. And not a simple example of the species, either.
- exabrial 2y agoI think thats the major issue I have with Gradle in large orgs: it doesn't lend itself to reuse, but I don't blame it either: it's not really meant to do that. I'm dating myself, but 20 years ago, we had Ant. It was very much a blunt hammer like CMake. Maven came along and was like "how about we choose a definitive way to organize projects, make that repeatable". You lose flexibility but gain speed/reuse. I see Gradle more of a replacement for Ant than Maven in this regard. Infinite flexibility, at the cost of speed/reuse.
- sigh_again 2y ago>it doesn't lend itself to reuse, but I don't blame it either: it's not really meant to do that. Only if you keep writing more logic into build.gradle.kts. Writing custom Gradle plugins has been the standard and recommended way to configure your projects for years now. Aside from a few footguns (lol extensions not being resolved at configuration time and needing providers everywhere), it allows you to mostly skip configuration steps.
- mothergreen 2y agoInteresting read. Just one remark to the "Keeping the JVM Hot" Benchmark: Running the same Compilation Task on exactly the same input over and over again gives the Just in Time compiler of your Java runtime engine the chance to optimize for this specific task. This somehow spoils the idea of this benchmark because in a real world situation the source code changes between each compilation process.
- merb 2y agoYeah but only some lines will change , it will probably still be useful. That’s why there is gradle daemon etc
- anuraganand789 2y agovery good write up. This was really informative!!!
- setheron 2y agoLong classpaths with unnecessary direct dependencies (i.e. not runtime) cause surprising slowdowns due to lookup performance.
- setheron 2y agoI forgot to mention, I wrote about it https://fzakaria.com/2024/11/08/jvm-boot-optimization-via-javaindex.html https://fzakaria.com/2024/11/08/jvm-boot-optimization-via-ja... I'm kind of intrigued by Mill but I've fallen into the same trap I've observed in others. I'm over indexed in mental capacity in having wasted learning Bazel and it's equivalent systems. The lift to another system has to be enough to surpass that loss.
- Someone 2y ago> Compiling 32,000 lines of code per second is not bad https://prog21.dadgum.com/47.html https://prog21.dadgum.com/47.html: “By the mid-1990s, Borland was citing build times of hundreds of thousands of lines of source per minute” I know it’s a different language, but I don’t think Java is significantly harder to parse than Pascal, bytecode doesn’t have to be heavily optimised (it gets heavily morphed at runtime) and computers are a lot faster than in the 1990s. Also, recently (2020) https://news.ycombinator.com/item?id=24735366 https://news.ycombinator.com/item?id=24735366 said: “Delphi 2 can compile large .pas files at 1.2M lines per second.” Or am I mistaken in the idea that Java isn’t hard to parse? If so, why is it hard to parse? Annotations? Larger programs with lots of dependencies?
- mike_hearn 2y agoHundreds of thousands of lines per minute isn't the same as 32,000 LOC per second. Delphi did some things that made it unusually fast to parse, like being single pass (meant you could not arrange your code as you saw fit as backreferences didn't work). Also, javac suffers from being JIT compiled so a lot of CPU is wasted each time it's invoked unless you use daemons like Gradle does. But also, the Delphi compiler was IIRC at least partly written in assembly not Delphi itself. You could make javac much faster just by compiling it with GraalVM but then you'd lose the ability to load plugins like annotation processors. Delphi's compiler wasn't pluggable in any way (at that time?).
- usrusr 2y ago> You could make javac much faster just by compiling it with GraalVM Would it be faster? To start up, sure, but I'd imagine the compiler to rate quite well on the scale of how much it benefits from the dynamic runtime optimizations that are only possible with jit compilation.
- mike_hearn 2y agoGraalVM AOT can utilize profiling data from training runs to give the same speedups. It also does ML driven inference of profiles.
- cutler 2y agoWith Clojure it's just a simple deps.edn file and the `clj` on the command line. JVM in a jiffy.
- never_inline 2y ago> Again, Maven doesn’t make it easy to show the classpath used to call javac ourselves. Wait, I was under the impression that maven dependency plugin has a command for exactly that (dependency:build-classpath or something like that)?