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author | Georg Brandl <georg@python.org> | 2007-08-15 14:28:22 (GMT) |
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committer | Georg Brandl <georg@python.org> | 2007-08-15 14:28:22 (GMT) |
commit | 116aa62bf54a39697e25f21d6cf6799f7faa1349 (patch) | |
tree | 8db5729518ed4ca88e26f1e26cc8695151ca3eb3 /Doc/library/weakref.rst | |
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diff --git a/Doc/library/weakref.rst b/Doc/library/weakref.rst new file mode 100644 index 0000000..c5857ba --- /dev/null +++ b/Doc/library/weakref.rst @@ -0,0 +1,330 @@ + +:mod:`weakref` --- Weak references +================================== + +.. module:: weakref + :synopsis: Support for weak references and weak dictionaries. +.. moduleauthor:: Fred L. Drake, Jr. <fdrake@acm.org> +.. moduleauthor:: Neil Schemenauer <nas@arctrix.com> +.. moduleauthor:: Martin von Löwis <martin@loewis.home.cs.tu-berlin.de> +.. sectionauthor:: Fred L. Drake, Jr. <fdrake@acm.org> + + +.. versionadded:: 2.1 + +The :mod:`weakref` module allows the Python programmer to create :dfn:`weak +references` to objects. + +.. % When making changes to the examples in this file, be sure to update +.. % Lib/test/test_weakref.py::libreftest too! + +In the following, the term :dfn:`referent` means the object which is referred to +by a weak reference. + +A weak reference to an object is not enough to keep the object alive: when the +only remaining references to a referent are weak references, garbage collection +is free to destroy the referent and reuse its memory for something else. A +primary use for weak references is to implement caches or mappings holding large +objects, where it's desired that a large object not be kept alive solely because +it appears in a cache or mapping. For example, if you have a number of large +binary image objects, you may wish to associate a name with each. If you used a +Python dictionary to map names to images, or images to names, the image objects +would remain alive just because they appeared as values or keys in the +dictionaries. The :class:`WeakKeyDictionary` and :class:`WeakValueDictionary` +classes supplied by the :mod:`weakref` module are an alternative, using weak +references to construct mappings that don't keep objects alive solely because +they appear in the mapping objects. If, for example, an image object is a value +in a :class:`WeakValueDictionary`, then when the last remaining references to +that image object are the weak references held by weak mappings, garbage +collection can reclaim the object, and its corresponding entries in weak +mappings are simply deleted. + +:class:`WeakKeyDictionary` and :class:`WeakValueDictionary` use weak references +in their implementation, setting up callback functions on the weak references +that notify the weak dictionaries when a key or value has been reclaimed by +garbage collection. Most programs should find that using one of these weak +dictionary types is all they need -- it's not usually necessary to create your +own weak references directly. The low-level machinery used by the weak +dictionary implementations is exposed by the :mod:`weakref` module for the +benefit of advanced uses. + +Not all objects can be weakly referenced; those objects which can include class +instances, functions written in Python (but not in C), methods (both bound and +unbound), sets, frozensets, file objects, generators, type objects, DBcursor +objects from the :mod:`bsddb` module, sockets, arrays, deques, and regular +expression pattern objects. + +.. versionchanged:: 2.4 + Added support for files, sockets, arrays, and patterns. + +Several builtin types such as :class:`list` and :class:`dict` do not directly +support weak references but can add support through subclassing:: + + class Dict(dict): + pass + + obj = Dict(red=1, green=2, blue=3) # this object is weak referencable + +Extension types can easily be made to support weak references; see +:ref:`weakref-support`. + + +.. class:: ref(object[, callback]) + + Return a weak reference to *object*. The original object can be retrieved by + calling the reference object if the referent is still alive; if the referent is + no longer alive, calling the reference object will cause :const:`None` to be + returned. If *callback* is provided and not :const:`None`, and the returned + weakref object is still alive, the callback will be called when the object is + about to be finalized; the weak reference object will be passed as the only + parameter to the callback; the referent will no longer be available. + + It is allowable for many weak references to be constructed for the same object. + Callbacks registered for each weak reference will be called from the most + recently registered callback to the oldest registered callback. + + Exceptions raised by the callback will be noted on the standard error output, + but cannot be propagated; they are handled in exactly the same way as exceptions + raised from an object's :meth:`__del__` method. + + Weak references are hashable if the *object* is hashable. They will maintain + their hash value even after the *object* was deleted. If :func:`hash` is called + the first time only after the *object* was deleted, the call will raise + :exc:`TypeError`. + + Weak references support tests for equality, but not ordering. If the referents + are still alive, two references have the same equality relationship as their + referents (regardless of the *callback*). If either referent has been deleted, + the references are equal only if the reference objects are the same object. + + .. versionchanged:: 2.4 + This is now a subclassable type rather than a factory function; it derives from + :class:`object`. + + +.. function:: proxy(object[, callback]) + + Return a proxy to *object* which uses a weak reference. This supports use of + the proxy in most contexts instead of requiring the explicit dereferencing used + with weak reference objects. The returned object will have a type of either + ``ProxyType`` or ``CallableProxyType``, depending on whether *object* is + callable. Proxy objects are not hashable regardless of the referent; this + avoids a number of problems related to their fundamentally mutable nature, and + prevent their use as dictionary keys. *callback* is the same as the parameter + of the same name to the :func:`ref` function. + + +.. function:: getweakrefcount(object) + + Return the number of weak references and proxies which refer to *object*. + + +.. function:: getweakrefs(object) + + Return a list of all weak reference and proxy objects which refer to *object*. + + +.. class:: WeakKeyDictionary([dict]) + + Mapping class that references keys weakly. Entries in the dictionary will be + discarded when there is no longer a strong reference to the key. This can be + used to associate additional data with an object owned by other parts of an + application without adding attributes to those objects. This can be especially + useful with objects that override attribute accesses. + + .. note:: + + Caution: Because a :class:`WeakKeyDictionary` is built on top of a Python + dictionary, it must not change size when iterating over it. This can be + difficult to ensure for a :class:`WeakKeyDictionary` because actions performed + by the program during iteration may cause items in the dictionary to vanish "by + magic" (as a side effect of garbage collection). + +:class:`WeakKeyDictionary` objects have the following additional methods. These +expose the internal references directly. The references are not guaranteed to +be "live" at the time they are used, so the result of calling the references +needs to be checked before being used. This can be used to avoid creating +references that will cause the garbage collector to keep the keys around longer +than needed. + + +.. method:: WeakKeyDictionary.iterkeyrefs() + + Return an iterator that yields the weak references to the keys. + + .. versionadded:: 2.5 + + +.. method:: WeakKeyDictionary.keyrefs() + + Return a list of weak references to the keys. + + .. versionadded:: 2.5 + + +.. class:: WeakValueDictionary([dict]) + + Mapping class that references values weakly. Entries in the dictionary will be + discarded when no strong reference to the value exists any more. + + .. note:: + + Caution: Because a :class:`WeakValueDictionary` is built on top of a Python + dictionary, it must not change size when iterating over it. This can be + difficult to ensure for a :class:`WeakValueDictionary` because actions performed + by the program during iteration may cause items in the dictionary to vanish "by + magic" (as a side effect of garbage collection). + +:class:`WeakValueDictionary` objects have the following additional methods. +These method have the same issues as the :meth:`iterkeyrefs` and :meth:`keyrefs` +methods of :class:`WeakKeyDictionary` objects. + + +.. method:: WeakValueDictionary.itervaluerefs() + + Return an iterator that yields the weak references to the values. + + .. versionadded:: 2.5 + + +.. method:: WeakValueDictionary.valuerefs() + + Return a list of weak references to the values. + + .. versionadded:: 2.5 + + +.. data:: ReferenceType + + The type object for weak references objects. + + +.. data:: ProxyType + + The type object for proxies of objects which are not callable. + + +.. data:: CallableProxyType + + The type object for proxies of callable objects. + + +.. data:: ProxyTypes + + Sequence containing all the type objects for proxies. This can make it simpler + to test if an object is a proxy without being dependent on naming both proxy + types. + + +.. exception:: ReferenceError + + Exception raised when a proxy object is used but the underlying object has been + collected. This is the same as the standard :exc:`ReferenceError` exception. + + +.. seealso:: + + :pep:`0205` - Weak References + The proposal and rationale for this feature, including links to earlier + implementations and information about similar features in other languages. + + +.. _weakref-objects: + +Weak Reference Objects +---------------------- + +Weak reference objects have no attributes or methods, but do allow the referent +to be obtained, if it still exists, by calling it:: + + >>> import weakref + >>> class Object: + ... pass + ... + >>> o = Object() + >>> r = weakref.ref(o) + >>> o2 = r() + >>> o is o2 + True + +If the referent no longer exists, calling the reference object returns +:const:`None`:: + + >>> del o, o2 + >>> print r() + None + +Testing that a weak reference object is still live should be done using the +expression ``ref() is not None``. Normally, application code that needs to use +a reference object should follow this pattern:: + + # r is a weak reference object + o = r() + if o is None: + # referent has been garbage collected + print "Object has been deallocated; can't frobnicate." + else: + print "Object is still live!" + o.do_something_useful() + +Using a separate test for "liveness" creates race conditions in threaded +applications; another thread can cause a weak reference to become invalidated +before the weak reference is called; the idiom shown above is safe in threaded +applications as well as single-threaded applications. + +Specialized versions of :class:`ref` objects can be created through subclassing. +This is used in the implementation of the :class:`WeakValueDictionary` to reduce +the memory overhead for each entry in the mapping. This may be most useful to +associate additional information with a reference, but could also be used to +insert additional processing on calls to retrieve the referent. + +This example shows how a subclass of :class:`ref` can be used to store +additional information about an object and affect the value that's returned when +the referent is accessed:: + + import weakref + + class ExtendedRef(weakref.ref): + def __init__(self, ob, callback=None, **annotations): + super(ExtendedRef, self).__init__(ob, callback) + self.__counter = 0 + for k, v in annotations.iteritems(): + setattr(self, k, v) + + def __call__(self): + """Return a pair containing the referent and the number of + times the reference has been called. + """ + ob = super(ExtendedRef, self).__call__() + if ob is not None: + self.__counter += 1 + ob = (ob, self.__counter) + return ob + + +.. _weakref-example: + +Example +------- + +This simple example shows how an application can use objects IDs to retrieve +objects that it has seen before. The IDs of the objects can then be used in +other data structures without forcing the objects to remain alive, but the +objects can still be retrieved by ID if they do. + +.. % Example contributed by Tim Peters. + +:: + + import weakref + + _id2obj_dict = weakref.WeakValueDictionary() + + def remember(obj): + oid = id(obj) + _id2obj_dict[oid] = obj + return oid + + def id2obj(oid): + return _id2obj_dict[oid] + |