You know, sometimes i get slightly eye-rolly at the tone of Julia's articles, but fuck, this sort of attitude in programming is so much better than the alternative (i.e. lkml). Bringing more positivity and jolliness into programming is important. Fuck the traditional macho programmer attitude. I'm gonna try to be more like Julia.

Ditto, except for the eye-rolly part:D.

Also, I have noticed that she takes simple things we don't usually think deep about and drill down to it opening up underlying complexity and pointing a metaphorical magnifying glass at it. (An example I quickly picked from the blog http://jvns.ca/blog/2014/09/28/how-does-sqlite-work-part-1-p...)

For Python, you can just use Pyrasite (https://github.com/lmacken/pyrasite) and inject a script which prints a stack trace for all threads.

I've done this to debug OpenStack in the past and it worked very well. There are many similar projects for Python, I used this one since it's in the RHEL repo.

Useful summary on StackOverflow: https://stackoverflow.com/questions/4163964/python-is-it-pos...

If this sort of stuff is relevant to you, http://patshaughnessy.net/ruby-under-a-microscope is an essential book to read.

When I've needed to dump a stack trace, I've just included an interrupt handler which prints the call stack to a debug log.

That has been good enough for the problem of "wtf is this ruby process doing for _minutes_ at a time?" That doesn't get you flame graphs, but you can take a few snapshots and get an idea of what is happening.

For more involved perf debugging I've used ruby-prof.

From the article:

“I'm constantly surprised by how many people don't know you can do this. It's amazing.”

I'm probably nitpicking, but sad to see this in the article. One of the things I love about Julia's writing otherwise is that it is free of this sort of 'I'm surprised that you don't know this simple thing.' expressions.

http://xkcd.com/1053/ opened my eyes to this category of behavior and presents an alternative.

hey! Thanks for pointing this out. As you say, I do normally try to audit my writing for feigned suprise like this!!

I'll fix it when I get home.

Hey, thanks for taking notice, and more importantly, fixing it.

You're awesome!

Don't forget if you're on a system with DTrace, Ruby supports a nice bunch of probes for various events: http://ruby-doc.org/core-2.3.0/doc/dtrace_probes_rdoc.html

If you're planning ahead you can have your application load rbtrace which then allows connecting to a running process to see what it's doing, with options to limit to slow calls, IO, of specific method calls.

I hadn't heard of perf - very handy indeed. It's in the linux-tools package for distros using apt. You will need to install both the generic package and the one for your kernel version.

Installing linux-tools-generic seems to have been enough for me (on Trusty).

Of course there are equivalent programs for C. On GNU/Linux it's pstack aka gstack. Also gcore if you want an entire core dump you can analyze later with gdb.

http://linux.die.net/man/1/pstack

One issue I've run across is spying on JRuby's native Java classes. Anyone have a solution?

I've only ever used VirtualVM, maybe Charles Nutter or Chris Seaton will appear and enlighten us both.

I'm not sure what you want to do. Is your problem that you do want to see the native Java classes, or you want to hide them and focus on the Ruby code? Or is the key thing you want a Java flame graph?

Interesting, it looks like Sam Saffron's FlameGraph gem https://github.com/SamSaffron/flamegraph has worked with JRuby for about a year and I hadn't noticed.

Java classes and a flame graph would be nice sometimes. I really only know how to use pry and Virtual VM with JRuby.

It looks like some people are using flame graphs for the JVM.

http://techblog.netflix.com/2015/07/java-in-flames.html

I'm still puzzled that there seems to be no simple gprof-style graph profiler included with the JVM.

I"m surprised as well.

Last time I needed this I knocked something up that could use the internals of Mission Control or Visual VM to turn their profile formats into flame graphs, but I doubt it would keep working across versions, and it really needed more work to be something anybody else could use sensibly.

It was however very easy to do (maybe half an hour's work) and produced very useful results. If you're using an invokeDynamic based language implementation however you will want to filter a lot of internal stack frames out of the graph, or you'll have trouble seeing past the LambdaForms to what's really going on.

Good find, thanks Chris. Yeah, you'd think the JVM folks would work to add some tooling like that.

Nice write. The FlameGraph link in Julia's article is broken, maybe points to this one? https://github.com/brendangregg/FlameGraph

> maybe it doesn't exist because a Linux-only Ruby debugging tool is sort of a weird thing?

Linux-only seems perfectly acceptable, especially as more and more development moves to Docker containers.

Great write up, looking forward to seeing a completed tool!

Windows Docker is just around the corner!

That may be "right" given the current options, but that doesn't mean we can't have better options.

And that's exactly what this blog post is about.