Initial support for BEAM (Erlang/Elixir)

[GregMefford]

Note

The first commit in the PR is so that this branch stacks on top of #288 while I work on this one.

I have begun to work on support for BEAM languages like Erlang and Elixir, and wanted to open this PR early as a draft, so that I can get any feedback you may have to help the process go more smoothly. I don't have much experience with Go or eBPF, so any feedback you have is very welcome. What I have so far is mostly based on digging through the existing support for other languages as well as the BEAM / OTP source code, and trying to understand how all the parts fit together.

I have also been digging through the BEAM / OTP source code, and also the gdb scripts that it includes for working directly with the memory image of a running system or core dump.

So far, I am able to see the logs from my Go code coming through, and confirming that it's working correctly as far as loading and attaching the interpreter support, like this:

$ sudo ./ebpf-profiler -collection-agent=127.0.0.1:11000 -disable-tls
INFO[0000] Starting OTEL profiling agent v0.0.0 (revision main-67f28f2b, build timestamp 1735697412)
INFO[0000] Interpreter tracers: perl,php,python,hotspot,ruby,beam
INFO[0000] Determined PAC mask to be 0x007F000000000000
INFO[0000] Found offsets: task stack 0x38, pt_regs 0x3eb0, tpbase 0x1c30
INFO[0000] Supports generic eBPF map batch operations
INFO[0000] Supports LPM trie eBPF map batch operations
INFO[0000] eBPF tracer loaded
INFO[0000] Attached tracer program
INFO[0000] Attached sched monitor
INFO[0026] BEAM interpreter found: [beam.smp]
INFO[0026] read symbol value etp_otp_release: 27
INFO[0026] read symbol value etp_erts_version: 15.1.3
INFO[0026] BEAM loaded, otp_version: 27, interpRanges: [{718368 718496}]
INFO[0026] BEAM interpreter attaching

However, I can't seem to get any tracing logs out of the eBPF program, so I suspect that it's never being run. If I modify the native eBPF script to write the same kind of log there, I can confirm that I'm seeing it in /sys/kernel/tracing/trace_pipe after doing the following to narrow down the logs I want to see, but the same doesn't work for my beam program:

# echo 1 > /sys/kernel/tracing/tracing_on
# echo 0 > /sys/kernel/tracing/events/enable
# echo 1 > /sys/kernel/tracing/events/bpf_trace/bpf_trace_printk/enable

I was thinking that this was because OTP 27 includes a JIT, so the interpreter might never be used, but I am also not seeing any frames for the native JIT code executing, so I'd love any advice you may have there in terms of how I might go about troubleshooting that. Maybe the native unwinder is just missing some heuristic that's needed for the way the ASMJIT / BEAMJIT works? I'm not clear on how the profiler resolves symbols for JIT code or how those should show up in devfiler, so maybe it is working and I just don't know how to use to the tool... 😅 But from what I can tell, I don't think the frames are showing up there for anything but the C code for Erlang itself (and built-in C functions). I was expecting to be able to see which Erlang code was running, for example.

I also tried building OTP 27 with the JIT disabled to confirm my theory that it just wasn't working, but it behaved the same (though with a different memory address showing for the interpRanges, which confirms that it really did build a different set of code).

[fabled]

I was thinking that this was because OTP 27 includes a JIT, so the interpreter might never be used, but I am also not seeing any frames for the native JIT code executing, so I'd love any advice you may have there in terms of how I might go about troubleshooting that.

Typically JIT is on mmaped anonymous memory. You will need to add hooks to call your unwinder for this memory mappings. For a generic catch it all example, see the v8 unwinder's code at https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/nodev8/v8.go#L544

If you can extract the exact memory area where JIT code exists directly from the VM, you can refer to hotspot unwinder code at https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/hotspot/instance.go#L784

Maybe the native unwinder is just missing some heuristic that's needed for the way the ASMJIT / BEAMJIT works?

The native winder will not have heuristic for it. You need to implement the code to hook your unwinder for the memory areas where JIT code is at (see above).

After that you'll need to have eBPF code that actually unwinds the JIT code. It might be simple if the JIT frame layout is frame pointer based, see e.g. v8 unwinder https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/support/ebpf/v8_tracer.ebpf.c, or highly complicated if there is a custom frame layout, see e.g. hotspot unwinder https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/support/ebpf/hotspot_tracer.ebpf.c. The unwinder will need to collect the extra needed by the symolization in the next step.

I'm not clear on how the profiler resolves symbols for JIT code or how those should show up in devfiler, so maybe it is working and I just don't know how to use to the tool... 😅

Once the unwinding is done, the core will code interpreter plugins symolization code which will need to extract the symbol data from the target process. Again, see some examples how its done for the hotspot https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/hotspot/instance.go#L860 or v8 https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/nodev8/v8.go#L1689.

But from what I can tell, I don't think the frames are showing up there for anything but the C code for Erlang itself (and built-in C functions). I was expecting to be able to see which Erlang code was running, for example.

Correct, you will need to implement both the unwinding and symbolization yourself. Depending on the VM internals, this can be highly complicated and extensive work that is needed to cover all the corner cases within the ebpf constraints.

[GregMefford]

Typically JIT is on mmaped anonymous memory. You will need to add hooks to call your unwinder for this memory mappings. For a generic catch it all example, see the v8 unwinder's code at https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/nodev8/v8.go#L544

If you can extract the exact memory area where JIT code exists directly from the VM, you can refer to hotspot unwinder code at https://github.com/open-telemetry/opentelemetry-ebpf-profiler/blob/main/interpreter/hotspot/instance.go#L784

Aha! Thanks, this was the connection I was missing. I was thinking that since I can't statically know about all the JIT code that might be generated in the future, I can't possibly add it all to the maps, but I believe the BEAM does have ways to pretty easily locate the memory of all the JITted code, so I'll dig into that and the v8 example.

The BEAM does use frame pointers, so I believe it should be relatively straightforward to figure out.

Thanks for the tips! ❤️ 🚀

[fabled]

INFO[0026] BEAM loaded, otp_version: 27, interpRanges: [{718368 718496}]

The range for the interpreter looks suspiciously small - only 128 bytes. This can be valid, if its just a small stub but guaranteed to be on stack for interpreter frames.

Alternatively, this could be a function doing something else that is not necessarily on stack when executing interpreted code.

You might want to double check which functions are on stack when executing interpreted code. If it can be a set of multiple functions (e.g. several functions with same signature tailcalling each other -- compiler can convert call to jump), you need to extract the range that covers all of these. It would become a problem if these functions are not contiguously in the executable area.

Aha! Thanks, this was the connection I was missing. I was thinking that since I can't statically know about all the JIT code that might be generated in the future, I can't possibly add it all to the maps, but I believe the BEAM does have ways to pretty easily locate the memory of all the JITted code, so I'll dig into that and the v8 example.

No problem. But in short, you'll need to manually extract those areas and then call UpdatePidInterpreterMapping. Internally, the ebpf "misuses" the network prefix lookup by looking up memory address from a prefix lookup map. So these calls should properly preprocess memory ranges to prefix lists as shown by the examples.

You can also provide little bit of context data for each memory area. This could be useful if there's some auxiliary data connected to each memory area the unwinder needs.

The BEAM does use frame pointers, so I believe it should be relatively straightforward to figure out.

Nice! Then v8 or dotnet unwinders are closest equivalents. The hotspot unwinder implements a custom frame layout. v8 is simplest because all the extra data is accessible directly from stack data. The dotnet is a step more complicated as mapping from PC to auxiliary data is non-trivial step.

Thanks for the tips! ❤️ 🚀

You're welcome. Looking forward to the BEAM support! Thank you for working on this!