參考:
http://docs.sqlalchemy.org/en/rel_1_0/orm/tutorial.html#eager-loading
预先载入
前面的代码,由于是lazy load。当我们调用User.addresses 时。sqlalchemy才会发出sql语句去取addresses,
比方:
query = session.query(User).all()
for user in query:
print(user.addresses)
假设有10个用户。for循环10次。就会发10个取user中address信息的sql请求,这样非常没有效率。
能够使用预先载入。在一个sql请求中吧User.addresses 都取出来。
subquery 载入
看样例:
users = session.query(User).options(subqueryload(User.addresses)).all()
发出的sql
SELECT users.id AS users_id, users.name AS users_name, users.fullname AS users_fullname, users.password AS users_password
FROM users;
SELECT addresses.id AS addresses_id, addresses.email_address AS addresses_email_address, addresses.user_id AS addresses_user_id, anon_1.users_id AS anon_1_users_id
FROM (SELECT users.id AS users_id
FROM users) AS anon_1 JOIN addresses ON anon_1.users_id = addresses.user_id ORDER BY anon_1.users_id, addresses.id;
当取出users时,会发出2个sql,第一个sql是取出全部user的基本信息,第二个sql时取出全部user的address信息。
joinedload 载入
joinedload 载入会使用 LEFT OUTER JOIN 来载入信息
users = session.query(User).options(joinedload(User.addresses)).all()
SELECT users.id AS users_id, users.name AS users_name, users.fullname AS users_fullname, users.password AS users_password, addresses_1.id AS addresses_1_id, addresses_1.email_address AS addresses_1_email_address, addresses_1.user_id AS addresses_1_user_id
FROM users LEFT OUTER JOIN addresses AS addresses_1 ON users.id = addr;
明白的使用join
当已经明白大join了User.addresses 后。能够使用contains_eager来载入address的信息。
users = session.query(User).join(User.addresses).options(contains_eager(User.addresses)).all()