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Fixed #5420 -- Added support for delayed loading of model fields.
In extreme cases, some fields are expensive to load from the database (e.g. GIS fields requiring conversion, or large text fields). This commit adds defer() and only() methods to querysets that allow the caller to specify which fields should not be loaded unless they are accessed. git-svn-id: http://code.djangoproject.com/svn/django/trunk@10090 bcc190cf-cafb-0310-a4f2-bffc1f526a37
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10 changed files with 685 additions and 111 deletions
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@ -1,13 +1,115 @@
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"""
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Various data structures used in query construction.
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Factored out from django.db.models.query so that they can also be used by other
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modules without getting into circular import difficulties.
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Factored out from django.db.models.query to avoid making the main module very
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large and/or so that they can be used by other modules without getting into
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circular import difficulties.
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"""
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import weakref
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from copy import deepcopy
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from django.utils import tree
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from django.utils.datastructures import SortedDict
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try:
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sorted
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except NameError:
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from django.utils.itercompat import sorted # For Python 2.3.
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class CyclicDependency(Exception):
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"""
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An error when dealing with a collection of objects that have a cyclic
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dependency, i.e. when deleting multiple objects.
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"""
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pass
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class CollectedObjects(object):
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"""
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A container that stores keys and lists of values along with remembering the
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parent objects for all the keys.
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This is used for the database object deletion routines so that we can
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calculate the 'leaf' objects which should be deleted first.
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"""
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def __init__(self):
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self.data = {}
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self.children = {}
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def add(self, model, pk, obj, parent_model, nullable=False):
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"""
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Adds an item to the container.
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Arguments:
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* model - the class of the object being added.
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* pk - the primary key.
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* obj - the object itself.
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* parent_model - the model of the parent object that this object was
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reached through.
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* nullable - should be True if this relation is nullable.
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Returns True if the item already existed in the structure and
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False otherwise.
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"""
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d = self.data.setdefault(model, SortedDict())
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retval = pk in d
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d[pk] = obj
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# Nullable relationships can be ignored -- they are nulled out before
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# deleting, and therefore do not affect the order in which objects
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# have to be deleted.
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if parent_model is not None and not nullable:
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self.children.setdefault(parent_model, []).append(model)
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return retval
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def __contains__(self, key):
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return self.data.__contains__(key)
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def __getitem__(self, key):
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return self.data[key]
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def __nonzero__(self):
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return bool(self.data)
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def iteritems(self):
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for k in self.ordered_keys():
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yield k, self[k]
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def items(self):
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return list(self.iteritems())
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def keys(self):
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return self.ordered_keys()
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def ordered_keys(self):
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"""
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Returns the models in the order that they should be dealt with (i.e.
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models with no dependencies first).
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"""
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dealt_with = SortedDict()
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# Start with items that have no children
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models = self.data.keys()
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while len(dealt_with) < len(models):
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found = False
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for model in models:
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if model in dealt_with:
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continue
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children = self.children.setdefault(model, [])
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if len([c for c in children if c not in dealt_with]) == 0:
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dealt_with[model] = None
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found = True
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if not found:
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raise CyclicDependency(
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"There is a cyclic dependency of items to be processed.")
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return dealt_with.keys()
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def unordered_keys(self):
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"""
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Fallback for the case where is a cyclic dependency but we don't care.
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"""
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return self.data.keys()
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class QueryWrapper(object):
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"""
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@ -51,6 +153,39 @@ class Q(tree.Node):
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obj.negate()
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return obj
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class DeferredAttribute(object):
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"""
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A wrapper for a deferred-loading field. When the value is read from this
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object the first time, the query is executed.
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"""
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def __init__(self, field_name, pk_value, model):
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self.field_name = field_name
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self.pk_value = pk_value
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self.model_ref = weakref.ref(model)
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self.loaded = False
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def __get__(self, instance, owner):
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"""
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Retrieves and caches the value from the datastore on the first lookup.
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Returns the cached value.
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"""
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assert instance is not None
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if not self.loaded:
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obj = self.model_ref()
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if obj is None:
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return
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self.value = list(obj._base_manager.filter(pk=self.pk_value).values_list(self.field_name, flat=True))[0]
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self.loaded = True
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return self.value
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def __set__(self, name, value):
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"""
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Deferred loading attributes can be set normally (which means there will
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never be a database lookup involved.
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"""
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self.value = value
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self.loaded = True
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def select_related_descend(field, restricted, requested):
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"""
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Returns True if this field should be used to descend deeper for
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@ -67,3 +202,35 @@ def select_related_descend(field, restricted, requested):
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if not restricted and field.null:
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return False
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return True
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# This function is needed because data descriptors must be defined on a class
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# object, not an instance, to have any effect.
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def deferred_class_factory(model, pk_value, attrs):
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"""
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Returns a class object that is a copy of "model" with the specified "attrs"
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being replaced with DeferredAttribute objects. The "pk_value" ties the
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deferred attributes to a particular instance of the model.
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"""
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class Meta:
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pass
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setattr(Meta, "proxy", True)
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setattr(Meta, "app_label", model._meta.app_label)
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# The app_cache wants a unique name for each model, otherwise the new class
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# won't be created (we get an old one back). Therefore, we generate the
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# name using the passed in attrs. It's OK to reuse an old case if the attrs
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# are identical.
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name = "%s_Deferred_%s" % (model.__name__, '_'.join(sorted(list(attrs))))
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overrides = dict([(attr, DeferredAttribute(attr, pk_value, model))
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for attr in attrs])
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overrides["Meta"] = Meta
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overrides["__module__"] = model.__module__
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overrides["_deferred"] = True
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return type(name, (model,), overrides)
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# The above function is also used to unpickle model instances with deferred
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# fields.
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deferred_class_factory.__safe_for_unpickling__ = True
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