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Using simpleperf
to collect CPU profiling on Android
This document describes how you can use Android's simpleperf
command-line tool to get CPU profiling information from Tor via the
Orbot application. The tool is particularly useful for Tor development
because it is able to profile native applications on the platform
whereas a lot of the normal tooling for the Android platform is only
able to collect information from Java-based applications.
Prerequisites
Before using simpleperf
there is a couple of steps that must be
followed. You should make sure you have both a recent installation of
the Android Software Development Kit (SDK) and Native Development Kit
(NDK) installed. These can be found on the Android Developers website.
-
Follow the build instructions from the
BUILD
file in the Orbot repository and build an Orbot APK (Android Package) file with debugging enabled. Make sure that when you build the native content of the Orbot application that you run themake -C external
command with an additionalDEBUG=1
as parameter to ensure that the Orbot build process does not strip the debug symbols from the Tor binary. -
(Optional) Uninstall and clean-up your old Orbot installation that is most likely downloaded from Google's Play Store or via fdroid:
$ adb shell pm clear org.torproject.android $ adb uninstall org.torproject.android
-
Install the Android Package you generated in step 1:
$ adb install /path/to/your/app-fullperm-debug.apk
- Check on your device that the newly installed Orbot actually works and behaves in the way you expect it to.
Profiling using simpleperf
The simpleperf
tool can be found in the simpleperf/
directory in
the directory where you installed the Android NDK to. In this
directory there is a set of Python files that will help you deploy the
tool to a device and collect the measurement data such that you can
analyze the results on your computer rather than on your phone.
- Change directory to the location of the
simpleperf
directory. - Open the
app_profiler.config
file and changeapp_package_name
toorg.torproject.android
,apk_file_path
to the path of your Orbot Android Package (APK file). - Optionally change the duration parameter in the
record_options
variable inapp_profiler.config
to the duration which you would like to collect samples in. The value is specified in seconds. - Run the app profiler using
python app_profiler.py
. This helper script will push thesimpleperf
tool to your device, start the profiler, and once it has completed copy the generatedperf.data
file over to your computer with the results.
Analyzing the results
You can inspect your resulting perf.data
file via a simple GUI
program python report.py
or via the command-line tool simpleperf report
. I've found the GUI tool to be easier to navigate around with
than the command-line tool.
The -g
option can be passed to the command line simpleperf report
tool allows you to see the call graph of functions and how much time
was spend on the call.
Tips & Tricks
-
When you have installed Orbot the first time, you will notice that if you get a shell on the Android device that there is no Tor binary available. This is because Orbot unpacks the Tor binary first time it is executed and places it under the
app_bin/
directory on the device.To access binaries,
torrc
files, and other useful information on the device do the following:
$ adb shell
(device):/ $ run-as org.torproject.android
(device):/data/data/org.torproject.android $ ls
app_bin app_data cache databases files lib shared_prefs
Descriptors, control authentication cookie, state, and other files can be
found in the app_data
directory. The torrc
can be found in the app_bin/
directory.
- You can enable logging in Tor via the syslog (or android) log mechanism with:
$ adb shell
(device):/ $ run-as org.torproject.android
(device):/data/data/org.torproject.android $ echo -e "\nLog info syslog" >> app_bin/torrc
Start Tor the normal way via Orbot and collect the logs from your computer using
$ adb logcat