Profiling CPU Usage

ffx profiler is an experimental tool that allows you to find and visualize hotspots in your code. The CPU profiler periodically samples your running threads and records backtraces, which can be viewed with the pprof tool.

Tutorial

To enable and use the CPU profiler in your Fuchsia environment, do the following:

Add some extra arguments to your Fuchsia configuration using the fx set command, for example:
```
fx set <PRODUCT>.<BOARD> \
--release \
--args='experimental_thread_sampler_enabled=true'
```
- experimental_thread_sampler_enabled=true enables experimental kernel assisted sampling support which significantly reduces the overhead of sampling.
Note: Adding the --release flag may result in more difficult to follow stacks due to inlining and optimization passes. However, it will give overall more representative samples. Especially for Rust and C++ based targets, the zero cost abstractions in their standard libraries are not zero cost unless some level of optimization is applied.
Interact with the CPU profiler using the ffx profiler command, for example:
```
ffx profiler attach --pids <TARGET_PID> --duration 5
```
This command profiles <TARGET_PID> for 5 seconds, then creates a profile.pb file in your current directory, which can be handed to the pprof tool.

Use pprof to export to various format, including text and interactive Flame graph, for example:

pprof -top profile.pb

This command produces output similar to the following:

Main binary filename not available.
Type: location
Showing nodes accounting for 272, 100% of 272 total
      flat  flat%   sum%        cum   cum%
       243 89.34% 89.34%        243 89.34%   count(int)
        17  6.25% 95.59%        157 57.72%   main()
         4  1.47% 97.06%          4  1.47%   collatz(uint64_t*)
         3  1.10% 98.16%          3  1.10%   add(uint64_t*)
         3  1.10% 99.26%          3  1.10%   sub(uint64_t*)
         1  0.37% 99.63%          1  0.37%   rand()
         1  0.37%   100%          1  0.37%  <unknown>
         0     0%   100%        157 57.72%   __libc_start_main(zx_handle_t, int (*)(int, char**, char**))
         0     0%   100%        154 56.62%   _start(zx_handle_t)
         0     0%   100%        160 58.82%   start_main(const start_params*)

Start and attach to targets

Pids, Tids, and Job Ids

The easiest way to to get started is to attach to koids:

ffx profiler attach --duration 5 --pids 123,1234,234 --tids 345,234 --job-ids 123

This command attaches to all of the specified pids, tids, and job_ids. If pids are specified, the profiler also attaches to each thread in the process. If job_ids are specified, the profiler attaches to each process and thread in the job and also attaches to each child job and each process and thread in the child jobs.

If you don’t know your pid, you can try identifying it with the following command:

ffx target ssh ps | grep fuchsia_microbenchmarks

Components

The profiler can attach to an existing component using its moniker or URL, for example:

ffx profiler attach --moniker core/ffx-laboratory:your_component

ffx profiler attach --url 'fuchsia-pkg://fuchsia.com/your_component#meta/your_component.cm'

The profiler can also launch your component and attach to it as soon as it is ready, for example:

ffx profiler launch --duration 5 --url 'fuchsia-pkg://fuchsia.com/your_component#meta/your_component.cm'