SQLAlchemy - How can I make eager loading count property

Question

I want to make a property for model which contains count.

Since I always need the property, I want to make query with JOIN like sqlalchemy.orm.relatio

Answer 1

Please take a look at the Hybrid Attribute extension.

Your object model will look similar to the below:

class Foo(Base):
    __tablename__ = 'foo'
    id = Column(Integer, primary_key=True)
    bar_id = Column(Integer, ForeignKey('bar.id'))
    bar = relationship('Bar')

class Bar(Base):
    __tablename__ = 'bar'
    id = Column(Integer, primary_key=True)

    @hybrid_property
    def foo_count(self):
        return object_session(self).query(Foo).filter(Foo.bar==self).count()

    @foo_count.expression
    def foo_count(cls):
        return select([func.count(Foo.id)]).where(Foo.bar_id == cls.id).label('foo_count')

foo_count will not be eagerly loaded, but you can use it in queries like below (both in SELECT and in WHERE clause:

qry = session.query(Bar, Bar.foo_count).filter(Bar.foo_count > 0)
for (bar, bar_foo_count) in qry:
    print bar, bar_foo_count

As you can see, the query will return tuples of (Bar, foo_count) in just one query, and now you can do what you wish with that.