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classification
Title: Hunt memory allocations in addition to reference leaks
Type: resource usage Stage: resolved
Components: Interpreter Core, Tests Versions: Python 3.4
process
Status: closed Resolution: fixed
Dependencies: Superseder:
Assigned To: Nosy List: Trundle, benjamin.peterson, dmalcolm, jcea, meador.inge, ncoghlan, neologix, pitrou, python-dev, skrah, techtonik, tim.peters, vstinner
Priority: normal Keywords: patch

Created on 2011年11月12日 23:24 by pitrou, last changed 2022年04月11日 14:57 by admin. This issue is now closed.

Files
File name Uploaded Description Edit
debugblocks.patch pitrou, 2011年11月12日 23:24 review
debugblocks2.patch pitrou, 2011年11月13日 16:52 review
debugblocks3.patch pitrou, 2011年11月13日 16:52 review
debugblocks5.patch pitrou, 2012年12月05日 19:59 review
debugblocks6.patch pitrou, 2012年12月06日 20:07 review
Messages (31)
msg147531 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年11月12日 23:24
This patch adds a counting of the number of allocated memory blocks (through the PyObject_Malloc API). Together with -R, it can help chase those memory leaks which aren't reference leaks (see c6dafa2e2594).
The sys.getallocedblocks() function is also available in non-debug mode. This is meant to help 3rd party extension writers, who rarely have access to debug builds.
To avoid too many false positives, issue13389 is a prerequisite (at least for the "test -R" part of the patch). Even after it, there are still a couple "test -R" failures; we'd have to investigate them.
msg147539 - (view) Author: Alyssa Coghlan (ncoghlan) * (Python committer) Date: 2011年11月13日 01:06
I added some review comments to the patch, but I'm not sure how usable this is going to be in practice. References generally stay fairly stable while using the interactive interpreter, but the new block accounting jumps around all over the place due to the internal free lists (which *don't* count in for 'gettotalrefcounts', but *do* count in the new block accounting). The following interpreter session has both this patch and the #13389 patch applied:
>>> a = sys.getallocedblocks()
[76652 refs, 21773 blocks]
>>> a
21779
[76652 refs, 21774 blocks]
>>> x = [None]*10000
[76652 refs, 21776 blocks]
>>> del x
[66650 refs, 21775 blocks]
>>> gc.collect(); gc.collect(); gc.collect()
0
0
0
[66650 refs, 21756 blocks]
>>> b = sys.getallocedblocks()
[66652 refs, 21772 blocks]
>>> b - a
-2
[66652 refs, 21772 blocks]
So, generally +1 on the idea, but I think we should hide at least the initial implementation behind PY_REF_DEBUG until we're sure we've worked the kinks out of it.
msg147555 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年11月13日 16:27
Thanks for the comments, here is a new patch addressing them.
I've kept the C API available in all builds (since it's private), but sys.getallocatedblocks() is only available in debug builds.
As for the memory leak run results, I think we may have to devise a heuristic where results like [1,0,1] (or similar variation of 0s, 1s, and -1s) are considered a success, but others like [1,1,1] are a failure.
msg147561 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年11月13日 16:53
And the latest patch (debugblocks3.patch) adds said heuristic.
msg147656 - (view) Author: Charles-François Natali (neologix) * (Python committer) Date: 2011年11月15日 08:11
> Together with -R, it can help chase those memory leaks which aren't 
> reference leaks (see c6dafa2e2594).
Valgrind does a much better job at this: it will also show you where the leaked blocks were allocated.
OTOH, Valgrind is Linux-only and slow, but since I haven't used the '-R' option much, I don't know how usable this will be in practice (detecting memory leaks is one thing, identifying them is even better :-).
msg147661 - (view) Author: Alyssa Coghlan (ncoghlan) * (Python committer) Date: 2011年11月15日 09:23
This will likely be a decent "you have a problem" indicator, but you may still need tools like Valgrind to actually track down the *cause* of that problem.
msg147672 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年11月15日 14:22
> Valgrind does a much better job at this: it will also show you where
> the leaked blocks were allocated.
> OTOH, Valgrind is Linux-only and slow, but since I haven't used the
> '-R' option much, I don't know how usable this will be in practice
> (detecting memory leaks is one thing, identifying them is even
> better :-).
Yes, Valgrind is much more exhaustive and precise, but you have to build
Python --with-valgrind, to find the correct options to pass to Valgrind,
and also to parse the output. For example, OpenSSL seems to cause lots
of errors such as:
==20599== Conditional jump or move depends on uninitialised value(s)
==20599== at 0xA2BB0B3: BN_div (in /usr/lib64/libcrypto.so.1.0.0)
==20599== by 0xA2C125E: BN_nnmod (in /usr/lib64/libcrypto.so.1.0.0)
==20599== by 0xA2C15CD: BN_mod_mul (in /usr/lib64/libcrypto.so.1.0.0)
==20599== by 0xA2C37F0: BN_BLINDING_convert_ex
(in /usr/lib64/libcrypto.so.1.0.0)
==20599== by 0xA2E15D6: ??? (in /usr/lib64/libcrypto.so.1.0.0)
==20599== by 0x9FE6363: ssl3_get_client_key_exchange
(in /usr/lib64/libssl.so.1.0.0)
==20599== by 0x9FE83A7: ssl3_accept (in /usr/lib64/libssl.so.1.0.0)
==20599== by 0xF804190: PySSL_SSLdo_handshake (_ssl.c:390)
==20599== by 0x47C0E9: PyEval_EvalFrameEx (ceval.c:3985)
==20599== by 0x47CAC3: PyEval_EvalCodeEx (ceval.c:3376)
==20599== by 0x47B3F1: PyEval_EvalFrameEx (ceval.c:4099)
==20599== by 0x47C1DB: PyEval_EvalFrameEx (ceval.c:4089)
Right now this patch will allow to enrich the daily refleak runs (those
that send an e-mail to python-checkins). If someone finds a way to
sanitize Valgrind output, a daily Valgrind run would be cool as well.
msg148731 - (view) Author: Charles-François Natali (neologix) * (Python committer) Date: 2011年12月01日 17:55
> If someone finds a way to sanitize Valgrind output,
Did you use the valgrind suppression file (Misc/valgrind-python.supp)?
If yes, then one could simply use --gen-suppressions=yes to add those spurious warning to the suppression file.
> a daily Valgrind run would be cool as well.
Daily, or rather weakly, since running under valgrind is so much slower ;-)
msg148734 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年12月01日 18:34
> > If someone finds a way to sanitize Valgrind output,
> 
> Did you use the valgrind suppression file (Misc/valgrind-python.supp)?
Ah, I hadn't. But using it doesn't seem to make much of a difference.
Also, the suppressions file seems quite inflexible (it has hardcoded
library version numbers for third-party libs).
msg148750 - (view) Author: STINNER Victor (vstinner) * (Python committer) Date: 2011年12月02日 01:11
The overhead on PyObject_Malloc() is just an increment on an integer, so it is very low (or null).
The feature is interesting, but I'm not convinced that a very simple counter is enough to track memory leaks. It may help the CPython test suite, but what about real world application?
> I think we should hide at least the initial implementation
> behind PY_REF_DEBUG until we're sure we've worked the kinks
> out of it.
Programs not always behave exactly the same in debug or in release mode. Sometimes, bugs disappear in debug mode :-(
If the feature is written to track memory leaks in the CPython test suite, it's ok to only expose the function in debug mode.
> Right now this patch will allow to enrich the daily refleak runs
Did you already found real leaks using your hack^Wpatch? (was c6dafa2e2594 found by your tool?)
msg148769 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年12月02日 18:12
> The feature is interesting, but I'm not convinced that a very simple
> counter is enough to track memory leaks. It may help the CPython test
> suite, but what about real world application?
Good question. A simple counter is the only thing we can enable by default, though. Anything else would require recompiling Python, which is probably a barrier for most users.
> Did you already found real leaks using your hack^Wpatch? (was
> c6dafa2e2594 found by your tool?)
yes, c6dafa2e2594 was found with this patch. It's the only one, though (there's also a leak in test_ctypes but I don't want to investigate :-)).
msg148776 - (view) Author: Meador Inge (meador.inge) * (Python committer) Date: 2011年12月02日 21:38
On Fri, Dec 2, 2011 at 12:12 PM, Antoine Pitrou <report@bugs.python.org> wrote:
> yes, c6dafa2e2594 was found with this patch. It's the only one, though (there's also a leak in test_ctypes but I don't want to investigate :-)).
I'll take a look at the ctypes leak.
msg148944 - (view) Author: Meador Inge (meador.inge) * (Python committer) Date: 2011年12月06日 23:41
I looked at the 'ctypes' "leak" a bit. I haven't determined exactly what
is going on, but the leak has something to do with a change in the patch that
runs 'dash_R_cleanup' twice instead of once. The new behavior can be reduced
to something like:
 import sys, ctypes, gc
 ctypes._reset_cache()
 gc.collect()
 for i in range(0, 5):
 ctypes._reset_cache()
 gc.collect()
 print("%d: start refs = %s" % (i, sys.gettotalrefcount()))
 proto = ctypes.CFUNCTYPE(ctypes.POINTER(ctypes.c_char))
 ctypes._reset_cache()
 gc.collect()
 print("%d: after refs = %s" % (i, sys.gettotalrefcount()))
which prints:
 0: start refs = 71395
 0: after refs = 71462
 1: start refs = 71463
 1: after refs = 71493
 2: start refs = 71465
 2: after refs = 71494
 3: start refs = 71465
 3: after refs = 71494
 4: start refs = 71465
 4: after refs = 71494
Note that the start/after refs converge on a difference of 29 references.
The existing version 'regrtest.py' does something like:
 import sys, ctypes, gc
 ctypes._reset_cache()
 gc.collect()
 for i in range(0, 5):
 print("%d: start refs = %s" % (i, sys.gettotalrefcount()))
 proto = ctypes.CFUNCTYPE(ctypes.POINTER(ctypes.c_char))
 ctypes._reset_cache()
 gc.collect()
 print("%d: after refs = %s" % (i, sys.gettotalrefcount()))
which prints:
 0: start refs = 71391
 0: after refs = 71458
 1: start refs = 71458
 1: after refs = 71489
 2: start refs = 71489
 2: after refs = 71490
 3: start refs = 71490
 3: after refs = 71490
 4: start refs = 71490
 4: after refs = 71490
This one converges on a difference of zero.
So, I am not sure whether there really is a leak, if this is just
a very senstive area of 'regrtest.py', or something else I am missing.
msg148945 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2011年12月06日 23:45
> So, I am not sure whether there really is a leak, if this is just
> a very senstive area of 'regrtest.py', or something else I am missing.
Well, test_ctypes seems to be the only test exhibiting that behaviour.
And since your script reproduces it, it's probably not regrtest.py in
itself.
msg149308 - (view) Author: anatoly techtonik (techtonik) Date: 2011年12月12日 14:57
How different is the performance cost of this solution compared to inserting DTrace probe for the same purpose?
msg149309 - (view) Author: STINNER Victor (vstinner) * (Python committer) Date: 2011年12月12日 15:11
> How different is the performance cost of this solution compared
> to inserting DTrace probe for the same purpose?
DTrace is only available on some platforms (Solaris and maybe FreeBSD?).
msg149311 - (view) Author: anatoly techtonik (techtonik) Date: 2011年12月12日 15:19
On Mon, Dec 12, 2011 at 6:11 PM, STINNER Victor <report@bugs.python.org>wrote:
>
> STINNER Victor <victor.stinner@haypocalc.com> added the comment:
>
> > How different is the performance cost of this solution compared
> > to inserting DTrace probe for the same purpose?
>
> DTrace is only available on some platforms (Solaris and maybe FreeBSD?).
>
Solaris <http://en.wikipedia.org/wiki/Solaris_(operating_system)>, Mac
OS X<http://en.wikipedia.org/wiki/Mac_OS_X>
, FreeBSD <http://en.wikipedia.org/wiki/FreeBSD>,
NetBSD<http://en.wikipedia.org/wiki/NetBSD>
, Oracle Linux <http://en.wikipedia.org/wiki/Oracle_Linux> according to
http://en.wikipedia.org/wiki/DTrace#Supported_platforms, but that doesn't
relate to the question.
msg177005 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月05日 19:59
Here is an updated patch.
test_ctypes still leaks memory blocks with it:
$ ./python -m test -R 3:8 test_ctypes
[1/1] test_ctypes
beginning 11 repetitions
12345678901
...........
test_ctypes leaked [2, 2, 1, 1, 1, 1, 1, 1] memory blocks, sum=10
msg177053 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月06日 19:59
As it turns out, ctypes does leak memory: see issue 16628.
msg177054 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月06日 20:07
Updated patch with doc. If noone objects, I will commit soon.
msg177055 - (view) Author: Dave Malcolm (dmalcolm) (Python committer) Date: 2012年12月06日 20:19
Minor bikeshedding/spelling nit: should
 "_Py_AllocedBlocks"
be changed to
 "_Py_AllocatedBlocks"
(and s/_Py_GetAllocedBlocks/_Py_GetAllocatedBlocks/)?
msg177152 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月08日 10:15
> Minor bikeshedding/spelling nit: should
> "_Py_AllocedBlocks"
> be changed to
> "_Py_AllocatedBlocks"
> (and s/_Py_GetAllocedBlocks/_Py_GetAllocatedBlocks/)?
Right indeed. I'll do the change.
msg177214 - (view) Author: Roundup Robot (python-dev) (Python triager) Date: 2012年12月09日 13:29
New changeset c40f4c19d20b by Antoine Pitrou in branch 'default':
Issue #13390: New function :func:`sys.getallocatedblocks()` returns the number of memory blocks currently allocated.
http://hg.python.org/cpython/rev/c40f4c19d20b 
msg177215 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月09日 13:30
Committed and pushed!
msg177628 - (view) Author: Stefan Krah (skrah) * (Python committer) Date: 2012年12月16日 21:15
``./configure --without-pymalloc'' fails here:
gcc -pthread -Xlinker -export-dynamic -o python Modules/python.o libpython3.4.a -lpthread -ldl -lutil -lm 
libpython3.4.a(sysmodule.o): In function `sys_getallocatedblocks':
/home/stefan/hg/cpython/./Python/sysmodule.c:900: undefined reference to `_Py_GetAllocatedBlocks'
collect2: error: ld returned 1 exit status
make: *** [python] Error 1
msg177639 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月17日 08:17
> ``./configure --without-pymalloc'' fails here:
> 
> gcc -pthread -Xlinker -export-dynamic -o python Modules/python.o libpython3.4.a -lpthread -ldl -lutil -lm 
> libpython3.4.a(sysmodule.o): In function `sys_getallocatedblocks':
> /home/stefan/hg/cpython/./Python/sysmodule.c:900: undefined reference to `_Py_GetAllocatedBlocks'
> collect2: error: ld returned 1 exit status
> make: *** [python] Error 1
Hmm, interesting. When built --without-pymalloc, we could make
sys.getallocatedblocks() always return 0, or we could not define it all
(which would make like a bit harder for regrtest). What do you think?
msg177640 - (view) Author: STINNER Victor (vstinner) * (Python committer) Date: 2012年12月17日 09:16
sys.gettotalrefcount() is only defined when Python is compiled in
debug mode. sys.getallocatedblocks() should only be available when the
right debug option is present. This function is specific to CPython
anyway, Python module should not rely on this (too much) ;-)
msg177642 - (view) Author: anatoly techtonik (techtonik) Date: 2012年12月17日 11:22
Memory control over the stuff that Python creates is a practical feature that compensates OS disability for tracking memory usage. If all Python scripts could measure their memory usage, we could see more memory effective and adaptive programs around.
msg177646 - (view) Author: Antoine Pitrou (pitrou) * (Python committer) Date: 2012年12月17日 12:52
> sys.gettotalrefcount() is only defined when Python is compiled in
> debug mode. sys.getallocatedblocks() should only be available when
> the
> right debug option is present. This function is specific to CPython
> anyway, Python module should not rely on this (too much) ;-)
On the contrary, the aim is precisely to provide a memory statistics
function which is available for everyone, not only CPython developers.
It is simply not practical right now for a C extension developer to
check for memory leaks.
msg177647 - (view) Author: Stefan Krah (skrah) * (Python committer) Date: 2012年12月17日 13:08
Antoine Pitrou <report@bugs.python.org> wrote:
> Hmm, interesting. When built --without-pymalloc, we could make
> sys.getallocatedblocks() always return 0, or we could not define it all
> (which would make like a bit harder for regrtest). What do you think?
Given the name getallocatedblocks(), it would seem reasonable to return
0 in this case and document the fact. I don't think many people use
--without-pymalloc anyhow.
I'm using the option only for Valgrind testing, that's how I found
the build error.
msg177672 - (view) Author: Roundup Robot (python-dev) (Python triager) Date: 2012年12月17日 22:07
New changeset a85673b55177 by Antoine Pitrou in branch 'default':
Following issue #13390, fix compilation --without-pymalloc, and make sys.getallocatedblocks() return 0 in that situation.
http://hg.python.org/cpython/rev/a85673b55177 
History
Date User Action Args
2022年04月11日 14:57:23adminsetgithub: 57599
2012年12月17日 22:07:47python-devsetmessages: + msg177672
2012年12月17日 13:08:19skrahsetmessages: + msg177647
2012年12月17日 12:52:20pitrousetmessages: + msg177646
2012年12月17日 11:22:17techtoniksetmessages: + msg177642
2012年12月17日 09:16:21vstinnersetmessages: + msg177640
2012年12月17日 08:17:07pitrousetmessages: + msg177639
2012年12月16日 21:15:28skrahsetnosy: + skrah
messages: + msg177628
2012年12月09日 13:30:47pitrousetstatus: open -> closed
resolution: fixed
messages: + msg177215

stage: patch review -> resolved
2012年12月09日 13:29:58python-devsetnosy: + python-dev
messages: + msg177214
2012年12月08日 10:15:59pitrousetmessages: + msg177152
2012年12月06日 20:19:06dmalcolmsetmessages: + msg177055
2012年12月06日 20:07:50pitrousetfiles: + debugblocks6.patch

messages: + msg177054
2012年12月06日 19:59:10pitrousetmessages: + msg177053
2012年12月05日 20:00:00pitrousetfiles: + debugblocks5.patch
nosy: + benjamin.peterson
messages: + msg177005

2012年12月05日 19:41:29pitrousetversions: + Python 3.4, - Python 3.3
2011年12月12日 15:19:47techtoniksetmessages: + msg149311
2011年12月12日 15:15:42jceasetnosy: + jcea
2011年12月12日 15:11:38vstinnersetmessages: + msg149309
2011年12月12日 14:57:34techtoniksetnosy: + techtonik
messages: + msg149308
2011年12月06日 23:45:31pitrousetmessages: + msg148945
2011年12月06日 23:41:42meador.ingesetmessages: + msg148944
2011年12月02日 21:38:49meador.ingesetnosy: + meador.inge
messages: + msg148776
2011年12月02日 18:12:06pitrousetmessages: + msg148769
2011年12月02日 17:59:57dmalcolmsetnosy: + dmalcolm
2011年12月02日 01:11:57vstinnersetnosy: + vstinner
messages: + msg148750
2011年12月01日 18:34:20pitrousetmessages: + msg148734
2011年12月01日 17:55:55neologixsetmessages: + msg148731
2011年11月15日 14:22:27pitrousetmessages: + msg147672
2011年11月15日 09:23:27ncoghlansetmessages: + msg147661
2011年11月15日 08:11:38neologixsetnosy: + neologix
messages: + msg147656
2011年11月13日 16:53:23pitrousetmessages: + msg147561
2011年11月13日 16:52:45pitrousetfiles: + debugblocks3.patch
2011年11月13日 16:52:29pitrousetfiles: + debugblocks2.patch
2011年11月13日 16:27:29pitrousetmessages: + msg147555
2011年11月13日 01:06:26ncoghlansetmessages: + msg147539
2011年11月12日 23:47:15Trundlesetnosy: + Trundle
2011年11月12日 23:24:29pitroucreate

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