Added single and multifield uniqueness constraints
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@ -138,6 +138,21 @@ field::
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The :class:`User` object is automatically turned into a reference behind the
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scenes, and dereferenced when the :class:`Page` object is retrieved.
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Uniqueness constraints
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^^^^^^^^^^^^^^^^^^^^^^
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MongoEngine allows you to specify that a field should be unique across a
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collection by providing ``unique=True`` to a :class:`~mongoengine.Field`\ 's
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constructor. If you try to save a document that has the same value for a unique
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field as a document that is already in the database, a
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:class:`~mongoengine.ValidationError` will be raised. You may also specify
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multi-field uniqueness constraints by using :attr:`unique_with`, which may be
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either a single field name, or a list or tuple of field names::
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class User(Document):
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username = StringField(unique=True)
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first_name = StringField()
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last_name = StringField(unique_with='last_name')
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Document collections
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--------------------
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Document classes that inherit **directly** from :class:`~mongoengine.Document`
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@ -172,10 +187,10 @@ Indexes
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-------
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You can specify indexes on collections to make querying faster. This is done
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by creating a list of index specifications called :attr:`indexes` in the
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:attr:`~Document.meta` dictionary, where an index specification may either be
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a single field name, or a tuple containing multiple field names. A direction
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may be specified on fields by prefixing the field name with a **+** or a **-**
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sign. Note that direction only matters on multi-field indexes. ::
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:attr:`~mongoengine.Document.meta` dictionary, where an index specification may
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either be a single field name, or a tuple containing multiple field names. A
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direction may be specified on fields by prefixing the field name with a **+**
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or a **-** sign. Note that direction only matters on multi-field indexes. ::
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class Page(Document):
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title = StringField()
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@ -186,11 +201,11 @@ sign. Note that direction only matters on multi-field indexes. ::
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Ordering
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--------
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A default ordering can be specified for your :class:`~mongoengine.queryset.QuerySet`
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using the :attr:`ordering` attributeof :attr:`~Document.meta`.
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Ordering will be applied when the ``QuerySet`` is created, and can be
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overridden by subsequent calls to :meth:`~mongoengine.QuerySet.order_by`. ::
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A default ordering can be specified for your
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:class:`~mongoengine.queryset.QuerySet` using the :attr:`ordering` attribute of
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:attr:`~mongoengine.Document.meta`. Ordering will be applied when the
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:class:`~mongoengine.queryset.QuerySet` is created, and can be overridden by
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subsequent calls to :meth:`~mongoengine.queryset.QuerySet.order_by`. ::
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from datetime import datetime
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@ -202,9 +217,14 @@ overridden by subsequent calls to :meth:`~mongoengine.QuerySet.order_by`. ::
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'ordering': ['-published_date']
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}
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blog_post_1 = BlogPost(title="Blog Post #1", published_date=datetime(2010, 1, 5, 0, 0 ,0))
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blog_post_2 = BlogPost(title="Blog Post #2", published_date=datetime(2010, 1, 6, 0, 0 ,0))
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blog_post_3 = BlogPost(title="Blog Post #3", published_date=datetime(2010, 1, 7, 0, 0 ,0))
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blog_post_1 = BlogPost(title="Blog Post #1")
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blog_post_1.published_date = datetime(2010, 1, 5, 0, 0 ,0))
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blog_post_2 = BlogPost(title="Blog Post #2")
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blog_post_2.published_date = datetime(2010, 1, 6, 0, 0 ,0))
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blog_post_3 = BlogPost(title="Blog Post #3")
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blog_post_3.published_date = datetime(2010, 1, 7, 0, 0 ,0))
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blog_post_1.save()
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blog_post_2.save()
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@ -1,4 +1,4 @@
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from queryset import QuerySetManager
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from queryset import QuerySet, QuerySetManager
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import pymongo
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@ -12,10 +12,13 @@ class BaseField(object):
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may be added to subclasses of `Document` to define a document's schema.
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"""
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def __init__(self, name=None, required=False, default=None):
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def __init__(self, name=None, required=False, default=None, unique=False,
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unique_with=None):
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self.name = name
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self.required = required
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self.default = default
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self.unique = bool(unique or unique_with)
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self.unique_with = unique_with
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def __get__(self, instance, owner):
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"""Descriptor for retrieving a value from a field in a document. Do
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@ -176,6 +179,35 @@ class TopLevelDocumentMetaclass(DocumentMetaclass):
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new_class = super_new(cls, name, bases, attrs)
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new_class.objects = QuerySetManager()
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# Generate a list of indexes needed by uniqueness constraints
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unique_indexes = []
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for field_name, field in new_class._fields.items():
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if field.unique:
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field.required = True
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unique_fields = [field_name]
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# Add any unique_with fields to the back of the index spec
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if field.unique_with:
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if isinstance(field.unique_with, basestring):
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field.unique_with = [field.unique_with]
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# Convert unique_with field names to real field names
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unique_with = []
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for other_name in field.unique_with:
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parts = other_name.split('.')
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# Lookup real name
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parts = QuerySet._lookup_field(new_class, parts)
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name_parts = [part.name for part in parts]
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unique_with.append('.'.join(name_parts))
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# Unique field should be required
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parts[-1].required = True
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unique_fields += unique_with
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# Add the new index to the list
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index = [(field, pymongo.ASCENDING) for field in unique_fields]
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unique_indexes.append(index)
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new_class._meta['unique_indexes'] = unique_indexes
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return new_class
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@ -2,8 +2,10 @@ from base import (DocumentMetaclass, TopLevelDocumentMetaclass, BaseDocument,
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ValidationError)
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from connection import _get_db
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import pymongo
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__all__ = ['Document', 'EmbeddedDocument']
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__all__ = ['Document', 'EmbeddedDocument', 'ValidationError']
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class EmbeddedDocument(BaseDocument):
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@ -53,13 +55,18 @@ class Document(BaseDocument):
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__metaclass__ = TopLevelDocumentMetaclass
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def save(self):
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def save(self, safe=True):
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"""Save the :class:`~mongoengine.Document` to the database. If the
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document already exists, it will be updated, otherwise it will be
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created.
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"""
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self.validate()
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object_id = self.__class__.objects._collection.save(self.to_mongo())
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doc = self.to_mongo()
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try:
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object_id = self.__class__.objects._collection.save(doc, safe=safe)
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except pymongo.errors.OperationFailure, err:
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raise ValidationError('Tried to safe duplicate unique keys (%s)'
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% str(err))
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self.id = self._fields['id'].to_python(object_id)
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def delete(self):
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@ -17,7 +17,8 @@ class QuerySet(object):
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def __init__(self, document, collection):
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self._document = document
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self._collection = collection
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self._collection_obj = collection
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self._accessed_collection = False
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self._query = {}
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# If inheritance is allowed, only return instances and instances of
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@ -59,17 +60,30 @@ class QuerySet(object):
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return self
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@property
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def _cursor(self):
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if not self._cursor_obj:
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def _collection(self):
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"""Property that returns the collection object. This allows us to
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perform operations only if the collection is accessed.
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"""
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if not self._accessed_collection:
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self._accessed_collection = True
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# Ensure document-defined indexes are created
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if self._document._meta['indexes']:
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for key_or_list in self._document._meta['indexes']:
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self.ensure_index(key_or_list)
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# Ensure indexes created by uniqueness constraints
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for index in self._document._meta['unique_indexes']:
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self._collection.ensure_index(index, unique=True)
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# If _types is being used (for polymorphism), it needs an index
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if '_types' in self._query:
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self._collection.ensure_index('_types')
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return self._collection_obj
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@property
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def _cursor(self):
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if not self._cursor_obj:
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self._cursor_obj = self._collection.find(self._query)
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# apply default ordering
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@ -237,7 +237,7 @@ class DocumentTest(unittest.TestCase):
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BlogPost.drop_collection()
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info = BlogPost.objects._collection.index_information()
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self.assertEqual(len(info), 0)
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self.assertEqual(len(info), 4) # _id, types, '-date', ('cat', 'date')
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# Indexes are lazy so use list() to perform query
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list(BlogPost.objects)
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@ -248,6 +248,45 @@ class DocumentTest(unittest.TestCase):
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BlogPost.drop_collection()
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def test_unique(self):
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"""Ensure that uniqueness constraints are applied to fields.
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"""
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class BlogPost(Document):
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title = StringField()
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slug = StringField(unique=True)
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BlogPost.drop_collection()
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post1 = BlogPost(title='test1', slug='test')
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post1.save()
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# Two posts with the same slug is not allowed
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post2 = BlogPost(title='test2', slug='test')
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self.assertRaises(ValidationError, post2.save)
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class Date(EmbeddedDocument):
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year = IntField(name='yr')
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class BlogPost(Document):
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title = StringField()
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date = EmbeddedDocumentField(Date)
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slug = StringField(unique_with='date.year')
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BlogPost.drop_collection()
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post1 = BlogPost(title='test1', date=Date(year=2009), slug='test')
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post1.save()
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# day is different so won't raise exception
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post2 = BlogPost(title='test2', date=Date(year=2010), slug='test')
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post2.save()
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# Now there will be two docs with the same slug and the same day: fail
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post3 = BlogPost(title='test3', date=Date(year=2010), slug='test')
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self.assertRaises(ValidationError, post3.save)
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BlogPost.drop_collection()
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def test_creation(self):
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"""Ensure that document may be created using keyword arguments.
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"""
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@ -231,6 +231,9 @@ class FieldTest(unittest.TestCase):
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content = StringField()
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author = ReferenceField(User)
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User.drop_collection()
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BlogPost.drop_collection()
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self.assertRaises(ValidationError, ReferenceField, EmbeddedDocument)
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user = User(name='Test User')
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@ -144,9 +144,12 @@ class QuerySetTest(unittest.TestCase):
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'ordering': ['-published_date']
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}
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blog_post_1 = BlogPost(title="Blog Post #1", published_date=datetime(2010, 1, 5, 0, 0 ,0))
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blog_post_2 = BlogPost(title="Blog Post #2", published_date=datetime(2010, 1, 6, 0, 0 ,0))
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blog_post_3 = BlogPost(title="Blog Post #3", published_date=datetime(2010, 1, 7, 0, 0 ,0))
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blog_post_1 = BlogPost(title="Blog Post #1",
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published_date=datetime(2010, 1, 5, 0, 0 ,0))
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blog_post_2 = BlogPost(title="Blog Post #2",
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published_date=datetime(2010, 1, 6, 0, 0 ,0))
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blog_post_3 = BlogPost(title="Blog Post #3",
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published_date=datetime(2010, 1, 7, 0, 0 ,0))
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blog_post_1.save()
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blog_post_2.save()
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@ -161,6 +164,8 @@ class QuerySetTest(unittest.TestCase):
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first_post = BlogPost.objects.order_by("+published_date").first()
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self.assertEqual(first_post.title, "Blog Post #1")
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BlogPost.drop_collection()
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def test_find_embedded(self):
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"""Ensure that an embedded document is properly returned from a query.
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"""
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