Added more tests and refactored batch fetch

This commit is contained in:
Konsta Vesterinen
2013-08-17 18:49:02 +03:00
parent a7f9021fc6
commit ee8b97f0f7
2 changed files with 130 additions and 70 deletions

View File

@@ -74,49 +74,17 @@ def batch_fetch(entities, *attr_paths):
""" """
if entities: if entities:
fetcher = BatchFetcher(entities) fetcher = FetchingCoordinator(entities)
for attr_path in attr_paths: for attr_path in attr_paths:
fetcher(attr_path) fetcher(attr_path)
class BatchFetcher(object): class FetchingCoordinator(object):
def __init__(self, entities): def __init__(self, entities):
self.entities = entities self.entities = entities
self.first = entities[0] self.first = entities[0]
self.parent_ids = [entity.id for entity in entities]
self.session = object_session(self.first) self.session = object_session(self.first)
def populate_backrefs(self, related_entities):
"""
Populates backrefs for given related entities.
"""
backref_dict = dict(
(entity.id, []) for entity, parent_id in related_entities
)
for entity, parent_id in related_entities:
backref_dict[entity.id].append(
self.session.query(self.first.__class__).get(parent_id)
)
for entity, parent_id in related_entities:
set_committed_value(
entity, self.prop.back_populates, backref_dict[entity.id]
)
def populate_entities(self):
"""
Populate batch fetched entities to parent objects.
"""
for entity in self.entities:
set_committed_value(
entity,
self.prop.key,
self.parent_dict[entity.id]
)
if self.should_populate_backrefs:
self.populate_backrefs(self.related_entities)
def parse_attr_path(self, attr_path, should_populate_backrefs): def parse_attr_path(self, attr_path, should_populate_backrefs):
if isinstance(attr_path, six.string_types): if isinstance(attr_path, six.string_types):
attrs = attr_path.split('.') attrs = attr_path.split('.')
@@ -150,21 +118,97 @@ class BatchFetcher(object):
'are supported.' 'are supported.'
) )
column_name = list(self.prop.remote_side)[0].name def fetcher(self, property_):
if not isinstance(property_, RelationshipProperty):
self.related_entities = ( raise Exception(
self.session.query(self.model) 'Given attribute is not a relationship property.'
.filter(
getattr(self.model, column_name).in_(self.parent_ids)
) )
if property_.secondary is not None:
return ManyToManyFetcher(self, property_)
else:
if property_.direction.name == 'MANYTOONE':
return ManyToOneFetcher(self, property_)
else:
return OneToManyFetcher(self, property_)
def __call__(self, attr_path):
if isinstance(attr_path, with_backrefs):
self.should_populate_backrefs = True
attr_path = attr_path.attr_path
else:
self.should_populate_backrefs = False
attr = self.parse_attr_path(attr_path, self.should_populate_backrefs)
if not attr:
return
fetcher = self.fetcher(attr.property)
fetcher.fetch()
fetcher.populate()
class Fetcher(object):
def __init__(self, coordinator, property_):
self.coordinator = coordinator
self.prop = property_
self.model = self.prop.mapper.class_
self.entities = coordinator.entities
self.first = self.entities[0]
self.session = object_session(self.first)
for entity in self.entities:
self.parent_dict = dict(
(self.local_values(entity), [])
for entity in self.entities
)
@property
def local_values_list(self):
return [
self.local_values(entity)
for entity in self.entities
]
def local_values(self, entity):
return getattr(entity, list(self.prop.local_columns)[0].name)
def populate_backrefs(self, related_entities):
"""
Populates backrefs for given related entities.
"""
backref_dict = dict(
(entity.id, []) for entity, parent_id in related_entities
) )
for entity, parent_id in related_entities:
for entity in self.related_entities: backref_dict[entity.id].append(
self.parent_dict[getattr(entity, column_name)].append( self.session.query(self.first.__class__).get(parent_id)
entity )
for entity, parent_id in related_entities:
set_committed_value(
entity, self.prop.back_populates, backref_dict[entity.id]
) )
def fetch_association_entities(self): def populate(self):
"""
Populate batch fetched entities to parent objects.
"""
for entity in self.entities:
set_committed_value(
entity,
self.prop.key,
self.parent_dict[self.local_values(entity)]
)
if self.coordinator.should_populate_backrefs:
self.populate_backrefs(self.related_entities)
class ManyToManyFetcher(Fetcher):
def fetch(self):
parent_ids = [entity.id for entity in self.entities]
column_name = None column_name = None
for column in self.prop.remote_side: for column in self.prop.remote_side:
for fk in column.foreign_keys: for fk in column.foreign_keys:
@@ -183,7 +227,7 @@ class BatchFetcher(object):
) )
.filter( .filter(
getattr(self.prop.secondary.c, column_name).in_( getattr(self.prop.secondary.c, column_name).in_(
self.parent_ids parent_ids
) )
) )
) )
@@ -192,30 +236,38 @@ class BatchFetcher(object):
entity entity
) )
def __call__(self, attr_path):
self.parent_dict = dict( class ManyToOneFetcher(Fetcher):
(entity.id, []) for entity in self.entities def fetch(self):
column_name = list(self.prop.remote_side)[0].name
self.related_entities = (
self.session.query(self.model)
.filter(
getattr(self.model, column_name).in_(self.local_values_list)
)
) )
if isinstance(attr_path, with_backrefs):
self.should_populate_backrefs = True
attr_path = attr_path.attr_path
else:
self.should_populate_backrefs = False
attr = self.parse_attr_path(attr_path, self.should_populate_backrefs) for entity in self.related_entities:
if not attr: self.parent_dict[getattr(entity, column_name)].append(
return entity
self.prop = attr.property
if not isinstance(self.prop, RelationshipProperty):
raise Exception(
'Given attribute is not a relationship property.'
) )
self.model = self.prop.mapper.class_
if self.prop.secondary is None: class OneToManyFetcher(Fetcher):
self.fetch_relation_entities() def fetch(self):
else: parent_ids = [entity.id for entity in self.entities]
self.fetch_association_entities()
self.populate_entities() column_name = list(self.prop.remote_side)[0].name
self.related_entities = (
self.session.query(self.model)
.filter(
getattr(self.model, column_name).in_(parent_ids)
)
)
for entity in self.related_entities:
self.parent_dict[getattr(entity, column_name)].append(
entity
)

View File

@@ -29,8 +29,16 @@ class TestBatchFetchManyToOneRelationships(TestCase):
def setup_method(self, method): def setup_method(self, method):
TestCase.setup_method(self, method) TestCase.setup_method(self, method)
articles = [ articles = [
self.Article(name=u'Article 1', author=self.User(name=u'John')), self.Article(
self.Article(name=u'Article 2', author=self.User(name=u'Matt')), id=1,
name=u'Article 1',
author=self.User(id=333, name=u'John')
),
self.Article(
id=2,
name=u'Article 2',
author=self.User(id=334, name=u'Matt')
),
] ]
self.session.add_all(articles) self.session.add_all(articles)
self.session.commit() self.session.commit()