我如何处理 Django 中的这种竞争条件?

编程入门行业动态更新时间:2024-10-26 07:34:03

本文介绍了我如何处理 Django 中的这种竞争条件?的处理方法，对大家解决问题具有一定的参考价值，需要的朋友们下面随着小编来一起学习吧！问题描述

此代码应该获取或创建一个对象，并在必要时更新它.该代码在网站上用于生产.

This code is supposed to get or create an object and update it if necessary. The code is in production use on a website.

在某些情况下 - 当数据库繁忙时 - 它会抛出异常DoesNotExist:MyObj 匹配查询不存在".

In some cases - when the database is busy - it will throw the exception "DoesNotExist: MyObj matching query does not exist".

# Model: class MyObj(models.Model): thing = models.ForeignKey(Thing) owner = models.ForeignKey(User) state = models.BooleanField() class Meta: unique_together = (('thing', 'owner'),) # Update or create myobj @transactionmit_on_success def create_or_update_myobj(owner, thing, state) try: myobj, created = MyObj.objects.get_or_create(owner=user,thing=thing) except IntegrityError: myobj = MyObj.objects.get(owner=user,thing=thing) # Will sometimes throw "DoesNotExist: MyObj matching query does not exist" myobj.state = state myobj.save()

我在 ubuntu 上使用 innodb mysql 数据库.

I use an innodb mysql database on ubuntu.

我该如何安全地处理这个问题?

How do I safely deal with this problem?

推荐答案

这可能是与此处相同问题的分支:

This could be an off-shoot of the same problem as here:

为什么不这个循环每五秒显示一个更新的对象计数?

基本上get_or_create 可能会失败 - 如果你看一下它的来源，你会发现它是:get, if-problem: save+some_trickery, if-still-problem: get again, if-still-problem:投降和提高.

Basically get_or_create can fail - if you take a look at its source, there you'll see that it's: get, if-problem: save+some_trickery, if-still-problem: get again, if-still-problem: surrender and raise.

这意味着如果有两个同时运行的线程(或进程)create_or_update_myobj，都试图 get_or_create 同一个对象，那么:

This means that if there are two simultaneous threads (or processes) running create_or_update_myobj, both trying to get_or_create the same object, then:

第一个线程试图获取它 - 但它还不存在，
因此，线程尝试创建它，但在创建对象之前...
...第二个线程试图得到它 - 这显然失败了
现在，由于 MySQLdb 数据库连接的默认 AUTOCOMMIT=OFF 和 REPEATABLE READ 可序列化级别，两个线程都冻结了它们对 MyObj 表的视图.
随后，第一个线程创建它的对象并优雅地返回它，但是...
...第二个线程不能创建任何东西，因为它会违反unique 约束
有趣的是，由于 MyObj 表的冻结视图，第二个线程上的后续 get 没有看到第一个线程中创建的对象

first thread tries to get it - but it doesn't yet exist,
so, the thread tries to create it, but before the object is created...
...second thread tries to get it - and this obviously fails
now, because of the default AUTOCOMMIT=OFF for MySQLdb database connection, and REPEATABLE READ serializable level, both threads have frozen their views of MyObj table.
subsequently, first thread creates its object and returns it gracefully, but...
...second thread cannot create anything as it would violate unique constraint
what's funny, subsequent get on the second thread doesn't see the object created in the first thread, due to the frozen view of MyObj table

因此，如果您想安全地get_or_create 任何东西，请尝试以下操作:

So, if you want to safely get_or_create anything, try something like this:

@transactionmit_on_success def my_get_or_create(...): try: obj = MyObj.objects.create(...) except IntegrityError: transactionmit() obj = MyObj.objects.get(...) return obj

于 27/05/2010 编辑

该问题还有第二种解决方案——使用 READ COMMITED 隔离级别，而不是 REPEATABLE READ.但它的测试较少(至少在 MySQL 中)，因此它可能存在更多错误/问题 - 但至少它允许将视图绑定到事务，而无需在中间提交.

Edited on 27/05/2010

There is also a second solution to the problem - using READ COMMITED isolation level, instead of REPEATABLE READ. But it's less tested (at least in MySQL), so there might be more bugs/problems with it - but at least it allows tying views to transactions, without committing in the middle.

这里有一些关于 MySQL 和 Django 的好博文(不是我的)，与这个问题相关:

Here are some good blog posts (not mine) about MySQL and Django, related to this question: