list_indexes and compare_indexes class methods + unit tests
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@ -20,6 +20,19 @@ __all__ = ('Document', 'EmbeddedDocument', 'DynamicDocument',
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'InvalidCollectionError', 'NotUniqueError', 'MapReduceDocument')
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def includes_cls(fields):
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""" Helper function used for ensuring and comparing indexes
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"""
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first_field = None
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if len(fields):
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if isinstance(fields[0], basestring):
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first_field = fields[0]
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elif isinstance(fields[0], (list, tuple)) and len(fields[0]):
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first_field = fields[0][0]
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return first_field == '_cls'
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class InvalidCollectionError(Exception):
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pass
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@ -529,14 +542,6 @@ class Document(BaseDocument):
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# an extra index on _cls, as mongodb will use the existing
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# index to service queries against _cls
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cls_indexed = False
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def includes_cls(fields):
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first_field = None
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if len(fields):
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if isinstance(fields[0], basestring):
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first_field = fields[0]
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elif isinstance(fields[0], (list, tuple)) and len(fields[0]):
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first_field = fields[0][0]
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return first_field == '_cls'
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# Ensure document-defined indexes are created
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if cls._meta['index_specs']:
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@ -557,6 +562,73 @@ class Document(BaseDocument):
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collection.ensure_index('_cls', background=background,
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**index_opts)
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@classmethod
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def list_indexes(cls, go_up=True, go_down=True):
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""" Lists all of the indexes that should be created for given
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collection. It includes all the indexes from super- and sub-classes.
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"""
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if cls._meta.get('abstract'):
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return []
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indexes = []
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index_cls = cls._meta.get('index_cls', True)
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# Ensure document-defined indexes are created
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if cls._meta['index_specs']:
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index_spec = cls._meta['index_specs']
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for spec in index_spec:
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spec = spec.copy()
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fields = spec.pop('fields')
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indexes.append(fields)
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# add all of the indexes from the base classes
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if go_up:
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for base_cls in cls.__bases__:
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for index in base_cls.list_indexes(go_up=True, go_down=False):
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if index not in indexes:
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indexes.append(index)
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# add all of the indexes from subclasses
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if go_down:
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for subclass in cls.__subclasses__():
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for index in subclass.list_indexes(go_up=False, go_down=True):
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if index not in indexes:
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indexes.append(index)
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# finish up by appending _id, if needed
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if go_up and go_down:
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if [(u'_id', 1)] not in indexes:
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indexes.append([(u'_id', 1)])
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if (index_cls and
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cls._meta.get('allow_inheritance', ALLOW_INHERITANCE) is True):
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indexes.append([(u'_cls', 1)])
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return indexes
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@classmethod
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def compare_indexes(cls):
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""" Compares the indexes defined in MongoEngine with the ones existing
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in the database. Returns any missing/extra indexes.
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"""
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required = cls.list_indexes()
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existing = [info['key'] for info in cls._get_collection().index_information().values()]
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missing = [index for index in required if index not in existing]
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extra = [index for index in existing if index not in required]
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# if { _cls: 1 } is missing, make sure it's *really* necessary
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if [(u'_cls', 1)] in missing:
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cls_obsolete = False
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for index in existing:
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if includes_cls(index) and index not in extra:
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cls_obsolete = True
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break
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if cls_obsolete:
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missing.remove([(u'_cls', 1)])
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return {'missing': missing, 'extra': extra}
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class DynamicDocument(Document):
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"""A Dynamic Document class allowing flexible, expandable and uncontrolled
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@ -85,6 +85,117 @@ class ClassMethodsTest(unittest.TestCase):
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self.assertEqual(self.Person._meta['delete_rules'],
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{(Job, 'employee'): NULLIFY})
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def test_compare_indexes(self):
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""" Ensure that the indexes are properly created and that
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compare_indexes identifies the missing/extra indexes
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"""
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class BlogPost(Document):
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author = StringField()
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title = StringField()
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description = StringField()
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tags = StringField()
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meta = {
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'indexes': [('author', 'title')]
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}
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BlogPost.drop_collection()
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BlogPost.ensure_indexes()
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
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BlogPost.ensure_index(['author', 'description'])
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [[('author', 1), ('description', 1)]] })
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BlogPost._get_collection().drop_index('author_1_description_1')
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
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BlogPost._get_collection().drop_index('author_1_title_1')
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [[('author', 1), ('title', 1)]], 'extra': [] })
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def test_compare_indexes_inheritance(self):
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""" Ensure that the indexes are properly created and that
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compare_indexes identifies the missing/extra indexes for subclassed
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documents (_cls included)
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"""
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class BlogPost(Document):
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author = StringField()
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title = StringField()
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description = StringField()
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meta = {
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'allow_inheritance': True
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}
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class BlogPostWithTags(BlogPost):
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tags = StringField()
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tag_list = ListField(StringField())
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meta = {
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'indexes': [('author', 'tags')]
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}
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BlogPost.drop_collection()
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BlogPost.ensure_indexes()
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BlogPostWithTags.ensure_indexes()
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
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BlogPostWithTags.ensure_index(['author', 'tag_list'])
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [[('_cls', 1), ('author', 1), ('tag_list', 1)]] })
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BlogPostWithTags._get_collection().drop_index('_cls_1_author_1_tag_list_1')
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [], 'extra': [] })
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BlogPostWithTags._get_collection().drop_index('_cls_1_author_1_tags_1')
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self.assertEqual(BlogPost.compare_indexes(), { 'missing': [[('_cls', 1), ('author', 1), ('tags', 1)]], 'extra': [] })
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def test_list_indexes_inheritance(self):
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""" ensure that all of the indexes are listed regardless of the super-
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or sub-class that we call it from
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"""
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class BlogPost(Document):
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author = StringField()
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title = StringField()
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description = StringField()
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meta = {
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'allow_inheritance': True
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}
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class BlogPostWithTags(BlogPost):
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tags = StringField()
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meta = {
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'indexes': [('author', 'tags')]
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}
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class BlogPostWithTagsAndExtraText(BlogPostWithTags):
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extra_text = StringField()
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meta = {
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'indexes': [('author', 'tags', 'extra_text')]
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}
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BlogPost.drop_collection()
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BlogPost.ensure_indexes()
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BlogPostWithTags.ensure_indexes()
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BlogPostWithTagsAndExtraText.ensure_indexes()
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self.assertEqual(BlogPost.list_indexes(),
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BlogPostWithTags.list_indexes())
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self.assertEqual(BlogPost.list_indexes(),
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BlogPostWithTagsAndExtraText.list_indexes())
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print BlogPost.list_indexes()
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self.assertEqual(BlogPost.list_indexes(),
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[[('_cls', 1), ('author', 1), ('tags', 1)],
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[('_cls', 1), ('author', 1), ('tags', 1), ('extra_text', 1)],
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[(u'_id', 1)], [('_cls', 1)]])
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def test_register_delete_rule_inherited(self):
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class Vaccine(Document):
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