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October 3, 2010 14:06
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'''Manager-based polymorphic model inheritance. | |
This module provides a non-intrusive approach for accessing polymorphically | |
instances of a model hierarchy. Non-intrusive means: | |
- It does not require extending a custom ``Model`` base class or metaclass. | |
- It does not require a ``ForeignKey`` to ``ContentType`` or the ``contenttypes`` | |
app in general. Instead the real class of an instance is determined based on | |
the value (**polymorphic identity**) of a user-specified discriminating field | |
(**polymorphic on**). | |
- It does not override the default (or any other) model ``Manager`` (unless | |
explicitly shadowed). Standard (non-polymorphic) managers and querysets can | |
be still available. | |
- It does not have "magic" hidden side effects. | |
A single :func:`polymorphic_manager` function is exported. To use it: | |
1. Create a polymorphic manager on the parent Model of the hierarchy:: | |
from polymorphic import polymorphic_manager | |
class Player(models.Model): | |
hitpoints = models.PositiveIntegerField(default=100) | |
# polymorphic_on field | |
race = models.SmallIntegerField(choices=enumerate(['Elf', 'Troll', 'Human'])) | |
# keep the default (non-polymorphic) manager | |
objects = models.Manager() | |
# a new manager polymorphic on Player.race | |
objects_by_race = polymorphic_manager(on=race) | |
def __unicode__(self): | |
return u'Player(%s)' % self.pk | |
2. Create a polymorphic manager (usually default) on each child Model by | |
calling the :meth:`.polymorphic_identity` method of the parent polymorphic | |
manager and specifying the polymorphic identity for this model:: | |
class Elf(Player): | |
bows = models.PositiveIntegerField(default=0) | |
# polymorphic manager for race=0 | |
objects = Player.objects_by_race.polymorphic_identity(0) | |
def __unicode__(self): | |
return u'Elf(%s)' % self.pk | |
class Troll(Player): | |
axes = models.PositiveIntegerField(default=0) | |
# polymorphic manager for race=1 | |
objects = Player.objects_by_race.polymorphic_identity(1) | |
def __unicode__(self): | |
return u'Troll(%s)' % self.pk | |
Proxy models work too:: | |
class Human(Player): | |
# polymorphic manager for race=2 | |
objects = Player.objects_by_race.polymorphic_identity(2) | |
class Meta: | |
proxy = True | |
def __unicode__(self): | |
return u'Human(%s)' % self.pk | |
3. And that's all, you can access instances polymorphically or non polymorphically:: | |
def test(): | |
from random import choice | |
# create a bunch of random type players | |
for i in xrange(10): | |
choice([Elf, Troll, Human]).objects.create() | |
# retrieval through the polymorphic manager returns instances of the right class | |
print "Automatically downcast players:", Player.objects_by_race.all() | |
# retrieval through default Player manager returns Player instances as usual | |
players = Player.objects.all() | |
print "Non-downcast players:", players | |
# but they cast be explicitly downcast to the right class | |
print "Explicitly downcast players:", map(Player.objects_by_race.downcast, players) | |
# retrieving the instances of a specific class works as expected | |
print "Elfs:", Elf.objects.all() | |
print "Trolls:", Troll.objects.all() | |
print "Humans:", Human.objects.all() | |
>>> test() | |
Automatically downcast players: [<Troll: Troll(1)>, <Human: Human(2)>, <Human: Human(3)>, <Elf: Elf(4)>, <Human: Human(5)>, <Troll: Troll(6)>, <Troll: Troll(7)>, <Human: Human(8)>, <Troll: Troll(9)>, <Elf: Elf(10)>] | |
Non-downcast players: [<Player: Player(1)>, <Player: Player(2)>, <Player: Player(3)>, <Player: Player(4)>, <Player: Player(5)>, <Player: Player(6)>, <Player: Player(7)>, <Player: Player(8)>, <Player: Player(9)>, <Player: Player(10)>] | |
Explicitly downcast players: [<Troll: Troll(1)>, <Human: Human(2)>, <Human: Human(3)>, <Elf: Elf(4)>, <Human: Human(5)>, <Troll: Troll(6)>, <Troll: Troll(7)>, <Human: Human(8)>, <Troll: Troll(9)>, <Elf: Elf(10)>] | |
Elfs: [<Elf: Elf(4)>, <Elf: Elf(10)>] | |
Trolls: [<Troll: Troll(1)>, <Troll: Troll(6)>, <Troll: Troll(7)>, <Troll: Troll(9)>] | |
Humans: [<Human: Human(2)>, <Human: Human(3)>, <Human: Human(5)>, <Human: Human(8)>] | |
''' | |
__all__ = ['polymorphic_manager'] | |
from itertools import imap | |
from django.db.models import Manager | |
from django.db.models.signals import pre_init | |
from django.core.exceptions import ImproperlyConfigured | |
def polymorphic_manager(on): | |
'''Create a model Manager for accessing polymorphic Model instances. | |
:param on: The field used to determine the real class of a model instance. | |
''' | |
# This creates a thin wrapper class around PolymorphicParentManager. There | |
# are two reasons for not using PolymorphicParentManager directly: | |
# 1. Preserve the __init__ signature. Regular Manager.__init__ doesn't take | |
# arguments but PolymorphicParentManager has to take the polymorphic_on | |
# field. This breaks code that attempts to subclass it and call the | |
# super __init__. | |
# 2. Make all manager instances for this field share the same _id2model | |
# mapping. This is necessary, for example, to support polymorphic "related | |
# managers" at the other side of a ForeignKey or both sides of a | |
# ManyToManyField. | |
parent = PolymorphicParentManager(on) | |
class PolymorphicManager(PolymorphicParentManager): | |
def __init__(self): | |
PolymorphicParentManager.__init__(self, on, parent._id2model) | |
return PolymorphicManager() | |
class PolymorphicParentManager(Manager): | |
'''Polymorphic Manager for the parent Model of a hierarchy. | |
All Manager methods that return model instances (``all``, ``iterator``, | |
``get``, ``create``, ``get_or_create``, etc.) automatically downcast them to | |
the right class. Downcasting can be also done explicitly on any model | |
instance using the :meth:`downcast` method. | |
''' | |
def __init__(self, on, id2model=None): | |
'''Instantiate a new PolymorphicParentManager. | |
:param on: The field used to determine the real class of a model instance. | |
:param id2model: An optional mapping of each polymorphic identity to the | |
respective Model subclass. | |
''' | |
super(PolymorphicParentManager, self).__init__() | |
self._field = on | |
if id2model is None: | |
id2model = {} | |
self._id2model = id2model | |
@property | |
def polymorphic_on(self): | |
'''The name of the field this manager is polymorphic on.''' | |
return self._field.name | |
def polymorphic_identity(self, identity, autoinit=True): | |
'''Create a polymorphic Manager for the given ``identity``. | |
:param identity: The value of the :attr:`polymorphic_on` field. | |
:param autoinit: If True (default), a ``pre_init`` signal handler is | |
connected to the Model of the newly created manager, that sets the | |
:attr:`polymorphic_on` field to ``identity`` (unless an explicit | |
identity is passed). Usually there is no reason to set this to False. | |
''' | |
return PolymorphicChildManager(self, identity, autoinit) | |
def downcast(self, obj, _hit_db=True): | |
'''Return an instance having the real class of ``obj``. | |
If ``obj`` is already an instance of the real class it is returned as | |
is, otherwise a new instance is returned. | |
:param obj: A model instance. | |
:param _hit_db: Mainly for internal usage, if unsure leave it to True. | |
Long answer: If ``obj`` has a primary key and its real model class | |
is not a proxy, normally the database should be queried for it. In | |
case it is known in advance that ``obj`` is not in the database, | |
or if the full ``obj`` state is not important, pass ``_hit_db=False`` | |
to save a database roundtrip. | |
''' | |
polymorphic_value = getattr(obj, self.polymorphic_on) | |
model = self._id2model.get(polymorphic_value, obj.__class__) | |
if model is obj.__class__: # or polymorphic value is unknown | |
return obj | |
if _hit_db and obj.pk is not None and not model._meta.proxy: | |
try: | |
return model._default_manager.get(pk=obj.pk) | |
except model.DoesNotExist: | |
pass | |
cast_obj = model(pk=obj.pk) | |
# XXX: dumping the whole obj.__dict__ as a way to copy the state is | |
# not foolproof but that's probably the best we can do | |
cast_obj.__dict__.update(obj.__dict__) | |
return cast_obj | |
def get_query_set(self): | |
queryset = super(PolymorphicParentManager, self).get_query_set() | |
# blend the super queryset's class with the DowncastingQuerySetMixin | |
queryset_subclass = DowncastingQuerySetMixin._get_subclass_with(queryset.__class__) | |
# and return a clone of the queryset having the blended class | |
# also pass the downcast bound method required by DowncastingQuerySetMixin | |
return queryset._clone(klass=queryset_subclass, downcast=self.downcast) | |
class PolymorphicChildManager(Manager): | |
'''Polymorphic manager for the children Models of a hierarchy. | |
Querysets created by this manager are filtered to return only objects with | |
the polymorphic identity value of the manager. | |
''' | |
def __init__(self, polymorphic_manager, identity, autoinit=True): | |
super(PolymorphicChildManager, self).__init__() | |
self._polymorphic_manager = polymorphic_manager | |
self._identity = identity | |
self._autoinit = autoinit | |
def downcast(self, obj, _hit_db=True): | |
return self._polymorphic_manager.downcast(obj, _hit_db) | |
downcast.__doc__ = PolymorphicParentManager.downcast.__doc__ | |
def contribute_to_class(self, cls, name): | |
super(PolymorphicChildManager, self).contribute_to_class(cls, name) | |
polymorphic_on = self._polymorphic_manager.polymorphic_on | |
identity = self._identity | |
id2model = self._polymorphic_manager._id2model | |
if identity in id2model: | |
raise ImproperlyConfigured( | |
'More than one subclasses with the same identity (%s.%s=%s)' % | |
(self._polymorphic_manager.model.__name__, polymorphic_on, identity)) | |
id2model[identity] = cls | |
if self._autoinit: | |
def preset_identity(sender, args, kwargs, **_): | |
if polymorphic_on not in kwargs: | |
kwargs[polymorphic_on] = identity | |
pre_init.connect(preset_identity, sender=cls, weak=False) | |
def get_query_set(self): | |
cond = {self._polymorphic_manager.polymorphic_on: self._identity} | |
return super(PolymorphicChildManager, self).get_query_set().filter(**cond) | |
class DowncastingQuerySetMixin(object): | |
'''Mixin class to be used along with a QuerySet class for automatic downcasting. | |
Instances must have a ``downcast`` method with the signature of | |
:meth:`PolymorphicParentManager.downcast`. | |
''' | |
def iterator(self): | |
return imap(self.downcast, super(DowncastingQuerySetMixin, self).iterator()) | |
def create(self, **kwargs): | |
# make a clone of this queryset but replace self.model with the real one | |
# we don't care about the full instance state, we just need the class | |
cast_obj = self.downcast(self.model(**kwargs), _hit_db=False) | |
clone = self._clone(model=cast_obj.__class__) | |
return super(DowncastingQuerySetMixin, clone).create(**kwargs) | |
def get_or_create(self, **kwargs): | |
obj_created = super(DowncastingQuerySetMixin, self).get_or_create(**kwargs) | |
if obj_created[1]: | |
# the real-class object is not in the db, so don't hit it again | |
cast_obj = self.downcast(obj_created[0], _hit_db=False) | |
cast_obj.save(force_insert=True, using=self.db) | |
obj_created = cast_obj, obj_created[1] | |
# else get() has already downcast it; nothing else to do | |
return obj_created | |
def _clone(self, **kwargs): | |
kwargs['downcast'] = self.downcast # propagate the downcast callable | |
return super(DowncastingQuerySetMixin, self)._clone(**kwargs) | |
# mapping of a Queryset (sub)class to a subclass of it with DowncastingQuerySetMixin | |
_cached_subclasses = {} | |
@classmethod | |
def _get_subclass_with(cls, qset_cls): | |
if issubclass(qset_cls, cls): | |
return qset_cls # already a DowncastingQuerySetMixin subclass | |
try: | |
return cls._cached_subclasses[qset_cls] | |
except KeyError: | |
sub_cls = type(cls.__name__ + qset_cls.__name__, (cls, qset_cls), {}) | |
cls._cached_subclasses[qset_cls] = sub_cls | |
return sub_cls |
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@poswald I originally posted this code at djangosnippets.org so feel free to include it in django-model-utils or any other project. I left the same comment on the related issue.
(Btw I never got an email when you @mentioned me here, don't know if it's something in my github settings or email notifications don't work on gists)