4 The basic rule for dealing with weakref callbacks (and __del__ methods too,
5 for that matter) during cyclic gc:
7 Once gc has computed the set of unreachable objects, no Python-level
8 code can be allowed to access an unreachable object.
10 If that can happen, then the Python code can resurrect unreachable objects
11 too, and gc can't detect that without starting over. Since gc eventually
12 runs tp_clear on all unreachable objects, if an unreachable object is
13 resurrected then tp_clear will eventually be called on it (or may already
14 have been called before resurrection). At best (and this has been an
15 historically common bug), tp_clear empties an instance's __dict__, and
16 "impossible" AttributeErrors result. At worst, tp_clear leaves behind an
17 insane object at the C level, and segfaults result (historically, most
18 often by setting a new-style class's mro pointer to NULL, after which
19 attribute lookups performed by the class can segfault).
21 OTOH, it's OK to run Python-level code that can't access unreachable
22 objects, and sometimes that's necessary. The chief example is the callback
23 attached to a reachable weakref W to an unreachable object O. Since O is
24 going away, and W is still alive, the callback must be invoked. Because W
25 is still alive, everything reachable from its callback is also reachable,
26 so it's also safe to invoke the callback (although that's trickier than it
27 sounds, since other reachable weakrefs to other unreachable objects may
28 still exist, and be accessible to the callback -- there are lots of painful
29 details like this covered in the rest of this file).
34 The "Before 2.3.3" section below turned out to be wrong in some ways, but
35 I'm leaving it as-is because it's more right than wrong, and serves as a
36 wonderful example of how painful analysis can miss not only the forest for
37 the trees, but also miss the trees for the aphids sucking the trees
40 The primary thing it missed is that when a weakref to a piece of cyclic
41 trash (CT) exists, then any call to any Python code whatsoever can end up
42 materializing a strong reference to that weakref's CT referent, and so
43 possibly resurrect an insane object (one for which cyclic gc has called-- or
44 will call before it's done --tp_clear()). It's not even necessarily that a
45 weakref callback or __del__ method does something nasty on purpose: as
46 soon as we execute Python code, threads other than the gc thread can run
47 too, and they can do ordinary things with weakrefs that end up resurrecting
48 CT while gc is running.
50 http://www.python.org/sf/1055820
52 shows how innocent it can be, and also how nasty. Variants of the three
53 focussed test cases attached to that bug report are now part of Python's
54 standard Lib/test/test_gc.py.
56 Jim Fulton gave the best nutshell summary of the new (in 2.4 and 2.3.5)
59 Clearing cyclic trash can call Python code. If there are weakrefs to
60 any of the cyclic trash, then those weakrefs can be used to resurrect
61 the objects. Therefore, *before* clearing cyclic trash, we need to
62 remove any weakrefs. If any of the weakrefs being removed have
63 callbacks, then we need to save the callbacks and call them *after* all
64 of the weakrefs have been cleared.
66 Alas, doing just that much doesn't work, because it overlooks what turned
67 out to be the much subtler problems that were fixed earlier, and described
68 below. We do clear all weakrefs to CT now before breaking cycles, but not
69 all callbacks encountered can be run later. That's explained in horrid
72 Older text follows, with a some later comments in [] brackets:
77 Before 2.3.3, Python's cyclic gc didn't pay any attention to weakrefs.
78 Segfaults in Zope3 resulted.
80 weakrefs in Python are designed to, at worst, let *other* objects learn
81 that a given object has died, via a callback function. The weakly
82 referenced object itself is not passed to the callback, and the presumption
83 is that the weakly referenced object is unreachable trash at the time the
86 That's usually true, but not always. Suppose a weakly referenced object
87 becomes part of a clump of cyclic trash. When enough cycles are broken by
88 cyclic gc that the object is reclaimed, the callback is invoked. If it's
89 possible for the callback to get at objects in the cycle(s), then it may be
90 possible for those objects to access (via strong references in the cycle)
91 the weakly referenced object being torn down, or other objects in the cycle
92 that have already suffered a tp_clear() call. There's no guarantee that an
93 object is in a sane state after tp_clear(). Bad things (including
94 segfaults) can happen right then, during the callback's execution, or can
95 happen at any later time if the callback manages to resurrect an insane
98 [That missed that, in addition, a weakref to CT can exist outside CT, and
99 any callback into Python can use such a non-CT weakref to resurrect its CT
100 referent. The same bad kinds of things can happen then.]
102 Note that if it's possible for the callback to get at objects in the trash
103 cycles, it must also be the case that the callback itself is part of the
104 trash cycles. Else the callback would have acted as an external root to
105 the current collection, and nothing reachable from it would be in cyclic
108 [Except that a non-CT callback can also use a non-CT weakref to get at
111 More, if the callback itself is in cyclic trash, then the weakref to which
112 the callback is attached must also be trash, and for the same kind of
113 reason: if the weakref acted as an external root, then the callback could
114 not have been cyclic trash.
116 So a problem here requires that a weakref, that weakref's callback, and the
117 weakly referenced object, all be in cyclic trash at the same time. This
118 isn't easy to stumble into by accident while Python is running, and, indeed,
119 it took quite a while to dream up failing test cases. Zope3 saw segfaults
120 during shutdown, during the second call of gc in Py_Finalize, after most
121 modules had been torn down. That creates many trash cycles (esp. those
122 involving new-style classes), making the problem much more likely. Once you
123 know what's required to provoke the problem, though, it's easy to create
124 tests that segfault before shutdown.
126 In 2.3.3, before breaking cycles, we first clear all the weakrefs with
127 callbacks in cyclic trash. Since the weakrefs *are* trash, and there's no
128 defined-- or even predictable --order in which tp_clear() gets called on
129 cyclic trash, it's defensible to first clear weakrefs with callbacks. It's
130 a feature of Python's weakrefs too that when a weakref goes away, the
131 callback (if any) associated with it is thrown away too, unexecuted.
133 [In 2.4/2.3.5, we first clear all weakrefs to CT objects, whether or not
134 those weakrefs are themselves CT, and whether or not they have callbacks.
135 The callbacks (if any) on non-CT weakrefs (if any) are invoked later,
136 after all weakrefs-to-CT have been cleared. The callbacks (if any) on CT
137 weakrefs (if any) are never invoked, for the excruciating reasons
140 Just that much is almost enough to prevent problems, by throwing away
141 *almost* all the weakref callbacks that could get triggered by gc. The
142 problem remaining is that clearing a weakref with a callback decrefs the
143 callback object, and the callback object may *itself* be weakly referenced,
144 via another weakref with another callback. So the process of clearing
145 weakrefs can trigger callbacks attached to other weakrefs, and those
146 latter weakrefs may or may not be part of cyclic trash.
148 So, to prevent any Python code from running while gc is invoking tp_clear()
149 on all the objects in cyclic trash,
151 [That was always wrong: we can't stop Python code from running when gc
152 is breaking cycles. If an object with a __del__ method is not itself in
153 a cycle, but is reachable only from CT, then breaking cycles will, as a
154 matter of course, drop the refcount on that object to 0, and its __del__
155 will run right then. What we can and must stop is running any Python
156 code that could access CT.]
157 it's not quite enough just to invoke
158 tp_clear() on weakrefs with callbacks first. Instead the weakref module
159 grew a new private function (_PyWeakref_ClearRef) that does only part of
160 tp_clear(): it removes the weakref from the weakly-referenced object's list
161 of weakrefs, but does not decref the callback object. So calling
162 _PyWeakref_ClearRef(wr) ensures that wr's callback object will never
163 trigger, and (unlike weakref's tp_clear()) also prevents any callback
164 associated *with* wr's callback object from triggering.
166 [Although we may trigger such callbacks later, as explained below.]
168 Then we can call tp_clear on all the cyclic objects and never trigger
171 [As above, not so: it means never trigger Python code that can access CT.]
173 After we do that, the callback objects still need to be decref'ed. Callbacks
174 (if any) *on* the callback objects that were also part of cyclic trash won't
175 get invoked, because we cleared all trash weakrefs with callbacks at the
176 start. Callbacks on the callback objects that were not part of cyclic trash
177 acted as external roots to everything reachable from them, so nothing
178 reachable from them was part of cyclic trash, so gc didn't do any damage to
179 objects reachable from them, and it's safe to call them at the end of gc.
181 [That's so. In addition, now we also invoke (if any) the callbacks on
182 non-CT weakrefs to CT objects, during the same pass that decrefs the
185 An alternative would have been to treat objects with callbacks like objects
186 with __del__ methods, refusing to collect them, appending them to gc.garbage
187 instead. That would have been much easier. Jim Fulton gave a strong
188 argument against that (on Python-Dev):
190 There's a big difference between __del__ and weakref callbacks.
191 The __del__ method is "internal" to a design. When you design a
192 class with a del method, you know you have to avoid including the
195 Now, suppose you have a design that makes has no __del__ methods but
196 that does use cyclic data structures. You reason about the design,
197 run tests, and convince yourself you don't have a leak.
199 Now, suppose some external code creates a weakref to one of your
200 objects. All of a sudden, you start leaking. You can look at your
201 code all you want and you won't find a reason for the leak.
203 IOW, a class designer can out-think __del__ problems, but has no control
204 over who creates weakrefs to his classes or class instances. The class
205 user has little chance either of predicting when the weakrefs he creates
206 may end up in cycles.
208 Callbacks on weakref callbacks are executed in an arbitrary order, and
209 that's not good (a primary reason not to collect cycles with objects with
210 __del__ methods is to avoid running finalizers in an arbitrary order).
211 However, a weakref callback on a weakref callback has got to be rare.
212 It's possible to do such a thing, so gc has to be robust against it, but
213 I doubt anyone has done it outside the test case I wrote for it.
215 [The callbacks (if any) on non-CT weakrefs to CT objects are also executed
216 in an arbitrary order now. But they were before too, depending on the
217 vagaries of when tp_clear() happened to break enough cycles to trigger
218 them. People simply shouldn't try to use __del__ or weakref callbacks to