Before 2.3.3, Python's cyclic gc didn't pay any attention to weakrefs. Segfaults in Zope3 resulted. weakrefs in Python are designed to, at worst, let *other* objects learn that a given object has died, via a callback function. The weakly referenced object itself is not passed to the callback, and the presumption is that the weakly referenced object is unreachable trash at the time the callback is invoked. That's usually true, but not always. Suppose a weakly referenced object becomes part of a clump of cyclic trash. When enough cycles are broken by cyclic gc that the object is reclaimed, the callback is invoked. If it's possible for the callback to get at objects in the cycle(s), then it may be possible for those objects to access (via strong references in the cycle) the weakly referenced object being torn down, or other objects in the cycle that have already suffered a tp_clear() call. There's no guarantee that an object is in a sane state after tp_clear(). Bad things (including segfaults) can happen right then, during the callback's execution, or can happen at any later time if the callback manages to resurrect an insane object. Note that if it's possible for the callback to get at objects in the trash cycles, it must also be the case that the callback itself is part of the trash cycles. Else the callback would have acted as an external root to the current collection, and nothing reachable from it would be in cyclic trash either. More, if the callback itself is in cyclic trash, then the weakref to which the callback is attached must also be trash, and for the same kind of reason: if the weakref acted as an external root, then the callback could not have been cyclic trash. So a problem here requires that a weakref, that weakref's callback, and the weakly referenced object, all be in cyclic trash at the same time. This isn't easy to stumble into by accident while Python is running, and, indeed, it took quite a while to dream up failing test cases. Zope3 saw segfaults during shutdown, during the second call of gc in Py_Finalize, after most modules had been torn down. That creates many trash cycles (esp. those involving new-style classes), making the problem much more likely. Once you know what's required to provoke the problem, though, it's easy to create tests that segfault before shutdown. In 2.3.3, before breaking cycles, we first clear all the weakrefs with callbacks in cyclic trash. Since the weakrefs *are* trash, and there's no defined-- or even predictable --order in which tp_clear() gets called on cyclic trash, it's defensible to first clear weakrefs with callbacks. It's a feature of Python's weakrefs too that when a weakref goes away, the callback (if any) associated with it is thrown away too, unexecuted. Just that much is almost enough to prevent problems, by throwing away *almost* all the weakref callbacks that could get triggered by gc. The problem remaining is that clearing a weakref with a callback decrefs the callback object, and the callback object may *itself* be weakly referenced, via another weakref with another callback. So the process of clearing weakrefs can trigger callbacks attached to other weakrefs, and those latter weakrefs may or may not be part of cyclic trash. So, to prevent any Python code from running while gc is invoking tp_clear() on all the objects in cyclic trash, it's not quite enough just to invoke tp_clear() on weakrefs with callbacks first. Instead the weakref module grew a new private function (_PyWeakref_ClearRef) that does only part of tp_clear(): it removes the weakref from the weakly-referenced object's list of weakrefs, but does not decref the callback object. So calling _PyWeakref_ClearRef(wr) ensures that wr's callback object will never trigger, and (unlike weakref's tp_clear()) also prevents any callback associated *with* wr's callback object from triggering. Then we can call tp_clear on all the cyclic objects and never trigger Python code. After we do that, the callback objects still need to be decref'ed. Callbacks (if any) *on* the callback objects that were also part of cyclic trash won't get invoked, because we cleared all trash weakrefs with callbacks at the start. Callbacks on the callback objects that were not part of cyclic trash acted as external roots to everything reachable from them, so nothing reachable from them was part of cyclic trash, so gc didn't do any damage to objects reachable from them, and it's safe to call them at the end of gc. An alternative would have been to treat objects with callbacks like objects with __del__ methods, refusing to collect them, appending them to gc.garbage instead. That would have been much easier. Jim Fulton gave a strong argument against that (on Python-Dev): There's a big difference between __del__ and weakref callbacks. The __del__ method is "internal" to a design. When you design a class with a del method, you know you have to avoid including the class in cycles. Now, suppose you have a design that makes has no __del__ methods but that does use cyclic data structures. You reason about the design, run tests, and convince yourself you don't have a leak. Now, suppose some external code creates a weakref to one of your objects. All of a sudden, you start leaking. You can look at your code all you want and you won't find a reason for the leak. IOW, a class designer can out-think __del__ problems, but has no control over who creates weakrefs to his classes or class instances. The class user has little chance either of predicting when the weakrefs he creates may end up in cycles. Callbacks on weakref callbacks are executed in an arbitrary order, and that's not good (a primary reason not to collect cycles with objects with __del__ methods is to avoid running finalizers in an arbitrary order). However, a weakref callback on a weakref callback has got to be rare. It's possible to do such a thing, so gc has to be robust against it, but I doubt anyone has done it outside the test case I wrote for it.