An addendum: I'd note that avoiding reference cycles altogether is hard in modern-day Python. For example, any dynamically-created class creates a reference cycle between the class and its MRO:

>>> import gc
>>> gc.disable()
>>> gc.collect()
0
>>> class A(object):
...     pass
... 
>>> del A
>>> gc.collect()
6