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2a918e4 Allow Linux perf profiler to see Python calls
pablogsal cea1420 Add test
pablogsal 4107c53 Update PCbuild/_freeze_module.vcxproj.filters
pablogsal 5e34e66 munmap pages on shutdown, keep FILE open
tiran a26a850 Fix tests
pablogsal 8170b24 Skip tests if sanitizer is active
pablogsal 9df1c93 Add ARM64 code generated by aarch64-linux-gnu-gcc
tiran d8f396d Address review comments
pablogsal d35c5d7 Secure fopen, use unraisable, continue on error
tiran 2664b12 cleanup resources, set to uninit
tiran e6c365a Allow to set custom callbacks
pablogsal 5513fb1 Add comment to asm file
pablogsal 76c7dc0 fixup! Merge pull request #36 from tiran/perf-file
pablogsal a545b3c Add comments to the perf_trampoline file and format file
pablogsal 5130c8d Correct News entry
pablogsal 991366b Update Lib/test/test_perf_profiler.py
pablogsal 0a0e53d Rename perf macro
pablogsal 7ea3371 Fix some typos
pablogsal 680db66 Improve perf profiler tests
tiran 1263a29 Add guard for initialization
pablogsal a42bde5 Add acks
pablogsal b780d2a Initialize perf file lazily
pablogsal 04bf416 Address review comments
pablogsal 7558df2 Complain if there is already a evaluator frame when deactivating/acti…
pablogsal d1ebc88 Fix some errors on CI
pablogsal a83a31b Reorder arguments to speed up trampoline
tiran 0febd84 Preserve frame pointer
pablogsal dc5a6a5 Support perf backend and better handle forks
pablogsal be72b92 Fix more fork problems
pablogsal b5739f4 Update Lib/test/test_perf_profiler.py
pablogsal 04c0c14 Handle missing backends
pablogsal e810ce6 Update Lib/test/test_perf_profiler.py
pablogsal bc8bf4e clean up perf files
pablogsal 0252845 Update Misc/NEWS.d/next/Core and Builtins/2022-08-20-18-36-40.gh-issu…
pablogsal 264bed7 Test fork support, fix some fork problems and improve test file
pablogsal a31a498 Add more tests
pablogsal f591e8d Update Objects/perf_trampoline.c
pablogsal 0af2a08 make argument mandatory
pablogsal 861ae09 Use struct for perf callbacks
tiran 3058cf0 Rename macro to PY_HAVE_PERF_TRAMPOLINE
tiran 07ee991 Merge pull request #39 from tiran/perf_callback_struct
pablogsal be612a9 Allow gdb to unwind
pablogsal f4e3fff Merge remote-tracking branch 'upstream/main' into perf
pablogsal c27f8b1 Add docs
pablogsal e27a2c4 fixup! Add docs
pablogsal 81c7f4b fixup! fixup! Add docs
pablogsal ef0650b Update sys API names in the NEWS entry.
gpshead d8932d2 Add environment variable
pablogsal 0f303ff Merge branch 'main' into perf
pablogsal e3f846e Document the env var and the -X option
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,200 @@ | ||
| .. highlight:: shell-session | ||
| .. _perf_profiling: | ||
| ============================================== | ||
| Python support for the Linux ``perf`` profiler | ||
| ============================================== | ||
| :author: Pablo Galindo | ||
| The Linux ``perf`` profiler is a very powerful tool that allows you to profile and | ||
| obtain information about the performance of your application. ``perf`` also has | ||
| a very vibrant ecosystem of tools that aid with the analysis of the data that it | ||
| produces. | ||
| The main problem with using the ``perf`` profiler with Python applications is that | ||
| ``perf`` only allows to get information about native symbols, this is, the names of | ||
| the functions and procedures written in C. This means that the names and file names | ||
| of the Python functions in your code will not appear in the output of the ``perf``. | ||
| Since Python 3.12, the interpreter can run in a special mode that allows Python | ||
| functions to appear in the output of the ``perf`` profiler. When this mode is | ||
| enabled, the interpreter will interpose a small piece of code compiled on the | ||
| fly before the execution of every Python function and it will teach ``perf`` the | ||
| relationship between this piece of code and the associated Python function using | ||
| `perf map files`_. | ||
| .. warning:: | ||
| Support for the ``perf`` profiler is only currently available for Linux on | ||
| selected architectures. Check the output of the configure build step or | ||
| check the output of ``python -m sysconfig | grep HAVE_PERF_TRAMPOLINE`` | ||
| to see if your system is supported. | ||
| For example, consider the following script: | ||
| .. code-block:: python | ||
| deffoo(n): | ||
| result =0 | ||
| for _ inrange(n): | ||
| result +=1 | ||
| return result | ||
| defbar(n): | ||
| foo(n) | ||
| defbaz(n): | ||
| bar(n) | ||
| if__name__=="__main__": | ||
| baz(1000000) | ||
| We can run perf to sample CPU stack traces at 9999 Hertz: | ||
| $ perf record -F 9999 -g -o perf.data python my_script.py | ||
| Then we can use perf report to analyze the data: | ||
| .. code-block:: shell-session | ||
| $ perf report --stdio -n -g | ||
| # Children Self Samples Command Shared Object Symbol | ||
| # ........ ........ ............ .......... .................. .......................................... | ||
| # | ||
| 91.08% 0.00% 0 python.exe python.exe [.] _start | ||
| | | ||
| ---_start | ||
| | | ||
| --90.71%--__libc_start_main | ||
| Py_BytesMain | ||
| | | ||
| |--56.88%--pymain_run_python.constprop.0 | ||
| | | | ||
| | |--56.13%--_PyRun_AnyFileObject | ||
| | | _PyRun_SimpleFileObject | ||
| | | | | ||
| | | |--55.02%--run_mod | ||
| | | | | | ||
| | | | --54.65%--PyEval_EvalCode | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | | | ||
| | | | |--51.67%--_PyEval_EvalFrameDefault | ||
| | | | | | | ||
| | | | | |--11.52%--_PyLong_Add | ||
| | | | | | | | ||
| | | | | | |--2.97%--_PyObject_Malloc | ||
| ... | ||
| As you can see here, the Python functions are not shown in the output, only ``_Py_Eval_EvalFrameDefault`` appears | ||
| (the function that evaluates the Python bytecode) shows up. Unfortunately that's not very useful because all Python | ||
| functions use the same C function to evaluate bytecode so we cannot know which Python function corresponds to which | ||
| bytecode-evaluating function. | ||
| Instead, if we run the same experiment with perf support activated we get: | ||
| .. code-block:: shell-session | ||
| $ perf report --stdio -n -g | ||
| # Children Self Samples Command Shared Object Symbol | ||
| # ........ ........ ............ .......... .................. ..................................................................... | ||
| # | ||
| 90.58% 0.36% 1 python.exe python.exe [.] _start | ||
| | | ||
| ---_start | ||
| | | ||
| --89.86%--__libc_start_main | ||
| Py_BytesMain | ||
| | | ||
| |--55.43%--pymain_run_python.constprop.0 | ||
| | | | ||
| | |--54.71%--_PyRun_AnyFileObject | ||
| | | _PyRun_SimpleFileObject | ||
| | | | | ||
| | | |--53.62%--run_mod | ||
| | | | | | ||
| | | | --53.26%--PyEval_EvalCode | ||
| | | | py::<module>:/src/script.py | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | py::baz:/src/script.py | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | py::bar:/src/script.py | ||
| | | | _PyEval_EvalFrameDefault | ||
| | | | PyObject_Vectorcall | ||
| | | | _PyEval_Vector | ||
| | | | py::foo:/src/script.py | ||
| | | | | | ||
| | | | |--51.81%--_PyEval_EvalFrameDefault | ||
| | | | | | | ||
| | | | | |--13.77%--_PyLong_Add | ||
| | | | | | | | ||
| | | | | | |--3.26%--_PyObject_Malloc | ||
| Enabling perf profiling mode | ||
| ---------------------------- | ||
| There are two main ways to activate the perf profiling mode. If you want it to be | ||
| active since the start of the Python interpreter, you can use the `-Xperf` option: | ||
| $ python -Xperf my_script.py | ||
| There is also support for dynamically activating and deactivating the perf | ||
| profiling mode by using the APIs in the :mod:`sys` module: | ||
| .. code-block:: python | ||
| import sys | ||
| sys.activate_stack_trampoline("perf") | ||
| # Run some code with Perf profiling active | ||
| sys.deactivate_stack_trampoline() | ||
| # Perf profiling is not active anymore | ||
| These APIs can be handy if you want to activate/deactivate profiling mode in | ||
| response to a signal or other communication mechanism with your process. | ||
pablogsal marked this conversation as resolved. Show resolvedHide resolvedUh oh!There was an error while loading. Please reload this page. | ||
| Now we can analyze the data with ``perf report``: | ||
| $ perf report -g -i perf.data | ||
| How to obtain the best results | ||
| ------------------------------- | ||
| For the best results, Python should be compiled with | ||
| ``CFLAGS="-fno-omit-frame-pointer -mno-omit-leaf-frame-pointer"`` as this allows | ||
| profilers to unwind using only the frame pointer and not on DWARF debug | ||
| information. This is because as the code that is interposed to allow perf | ||
| support is dynamically generated it doesn't have any DWARF debugging information | ||
| available. | ||
| You can check if you system has been compiled with this flag by running: | ||
| $ python -m sysconfig | grep 'no-omit-frame-pointer' | ||
| If you don't see any output it means that your interpreter has not been compiled with | ||
| frame pointers and therefore it may not be able to show Python functions in the output | ||
| of ``perf``. | ||
| .. _perf map files: https://github.com/torvalds/linux/blob/0513e464f9007b70b96740271a948ca5ab6e7dd7/tools/perf/Documentation/jit-interface.txt | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -535,6 +535,12 @@ Miscellaneous options | ||
| development (running from the source tree) then the default is "off". | ||
| Note that the "importlib_bootstrap" and "importlib_bootstrap_external" | ||
| frozen modules are always used, even if this flag is set to "off". | ||
| * ``-X perf`` to activate compatibility mode with the ``perf`` profiler. | ||
| When this option is activated, the Linux ``perf`` profiler will be able to | ||
| report Python calls. This option is only available on some platforms and | ||
| will do nothing if is not supported on the current system. The default value | ||
| is "off". See also :envvar:`PYTHONPERFSUPPORT` and :ref:`perf_profiling` | ||
| for more information. | ||
pablogsal marked this conversation as resolved. Show resolvedHide resolvedUh oh!There was an error while loading. Please reload this page. | ||
| It also allows passing arbitrary values and retrieving them through the | ||
| :data:`sys._xoptions` dictionary. | ||
| @@ -1025,6 +1031,13 @@ conflict. | ||
| .. versionadded:: 3.11 | ||
| .. envvar:: PYTHONPERFSUPPORT | ||
| If this variable is set to a nonzero value, it activates compatibility mode | ||
| with the ``perf`` profiler so Python calls can be detected by it. See the | ||
| :ref:`perf_profiling` section for more information. | ||
| .. versionadded:: 3.12 | ||
| Debug-mode variables | ||
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