How can I achieve a self-referencing many-to-many relationship on the SQLAlchemy ORM back referencing to the same attribute?
I'm trying to implement a self-referential many-to-many relationship using declarative on SQLAlchemy.
The relationship represents friendship between two users. Online I've found (both in the documentation and Google) how to make a self-referential m2m relationship where somehow the roles are differentiated. This means that in this m2m relationships UserA is, for example, UserB's boss, so he lists him under a 'subordinates' attribute or what have you. In the same way UserB lists UserA under 'superiors'.
This constitutes no problem, because we can declare a backref to the same table in this way:
subordinates = relationship('User', backref='superiors')
So there, of course, the 'superiors' attribute is not explicit within the class.
Anyway, here's my problem: what if I want to backref to the same attribute where I'm calling the backref? Like this:
friends = relationship('User',
secondary=friendship, #this is the table that breaks the m2m
primaryjoin=id==friendship.c.friend_a_id,
secondaryjoin=id==friendship.c.friend_b_id
backref=??????
)
This makes sense, because if A befriends B the relationship roles are the same, and if I invoke B's friends I should get a list with A in it. This is the problematic code in full:
friendship = Table(
'friendships', Base.metadata,
Column('friend_a_id', Integer, ForeignKey('users.id'), primary_key=True),
Column('friend_b_id', Integer, ForeignKey('users.id'), primary_key=True)
)
class User(Base):
__tablename__ = 'users'
id = Column(Integer, primary_key=True)
friends = relationship('User',
secondary=friendship,
primaryjoin=id==friendship.c.friend_a_id,
secondaryjoin=id==friendship.c.friend_b_id,
#HELP NEEDED HERE
)
Sorry if this is too much text, I just want to be as explicit as I can with this. I can't seem to find any reference material to this on the web.
Here's the UNION approach I hinted at on the mailing list earlier today.
from sqlalchemy import Integer, Table, Column, ForeignKey, \
create_engine, String, select
from sqlalchemy.orm import Session, relationship
from sqlalchemy.ext.declarative import declarative_base
Base= declarative_base()
friendship = Table(
'friendships', Base.metadata,
Column('friend_a_id', Integer, ForeignKey('users.id'),
primary_key=True),
Column('friend_b_id', Integer, ForeignKey('users.id'),
primary_key=True)
)
class User(Base):
__tablename__ = 'users'
id = Column(Integer, primary_key=True)
name = Column(String)
# this relationship is used for persistence
friends = relationship("User", secondary=friendship,
primaryjoin=id==friendship.c.friend_a_id,
secondaryjoin=id==friendship.c.friend_b_id,
)
def __repr__(self):
return "User(%r)" % self.name
# this relationship is viewonly and selects across the union of all
# friends
friendship_union = select([
friendship.c.friend_a_id,
friendship.c.friend_b_id
]).union(
select([
friendship.c.friend_b_id,
friendship.c.friend_a_id]
)
).alias()
User.all_friends = relationship('User',
secondary=friendship_union,
primaryjoin=User.id==friendship_union.c.friend_a_id,
secondaryjoin=User.id==friendship_union.c.friend_b_id,
viewonly=True)
e = create_engine("sqlite://",echo=True)
Base.metadata.create_all(e)
s = Session(e)
u1, u2, u3, u4, u5 = User(name='u1'), User(name='u2'), \
User(name='u3'), User(name='u4'), User(name='u5')
u1.friends = [u2, u3]
u4.friends = [u2, u5]
u3.friends.append(u5)
s.add_all([u1, u2, u3, u4, u5])
s.commit()
print u2.all_friends
print u5.all_friends
I needed to solve this same problem and messed about quite a lot with self referential many-to-many relationship wherein I was also subclassing the User
class with a Friend
class and running into sqlalchemy.orm.exc.FlushError
. In the end instead of creating a self referential many-to-many relationship, I created a self referential one-to-many relationship using a join table (or secondary table).
If you think about it, with self referential objects, one-to-many IS many-to-many. It solved the issue of the backref in the original question.
I also have a gisted working example if you want to see it in action. Also it looks like github formats gists containing ipython notebooks now. Neat.
friendship = Table(
'friendships', Base.metadata,
Column('user_id', Integer, ForeignKey('users.id'), index=True),
Column('friend_id', Integer, ForeignKey('users.id')),
UniqueConstraint('user_id', 'friend_id', name='unique_friendships'))
class User(Base):
__tablename__ = 'users'
id = Column(Integer, primary_key=True)
name = Column(String(255))
friends = relationship('User',
secondary=friendship,
primaryjoin=id==friendship.c.user_id,
secondaryjoin=id==friendship.c.friend_id)
def befriend(self, friend):
if friend not in self.friends:
self.friends.append(friend)
friend.friends.append(self)
def unfriend(self, friend):
if friend in self.friends:
self.friends.remove(friend)
friend.friends.remove(self)
def __repr__(self):
return '<User(name=|%s|)>' % self.name