问题描述
总结
生产中的一个线程遇到错误，正在生成 session.remove（）。看起来这些是由于引起的，该问题已经在0.9.5版中修复，所以希望升级到0.9.5将允许我们依靠应用上下文拆卸总是工作。
$ b
原始：
首先发生的事情仍然是一个悬而未决的问题，但我确实找到了一个方法来防止它：uWSGI的 - reload-on-exception
我们的Flask应用程序的错误处理应该捕捉任何东西，所以它可以提供自定义的错误响应，这意味着只有最意外的异常应该把它一路通向uWSGI。因此，每当发生这种情况时，重新加载整个应用程序是有道理的。
我们也会关闭 SQLALCHEMY_COMMIT_ON_TEARDOWN 我们可能会明确提交，而不是写我们自己的app拆卸回调函数，因为我们很少写数据库。
Summary
One of our threads in production hit an error and is now producing InvalidRequestError: This session is in 'prepared' state; no further SQL can be emitted within this transaction. errors, on every request with a query that it serves, for the rest of its life! It's been doing this for days, now! How is this possible, and how can we prevent it going forward?
Background
We are using a Flask app on uWSGI (4 processes, 2 threads), with Flask-SQLAlchemy providing us DB connections to SQL Server.
The problem seemed to start when one of our threads in production was tearing down its request, inside this Flask-SQLAlchemy method:
@teardown
def shutdown_session(response_or_exc):
if app.config['SQLALCHEMY_COMMIT_ON_TEARDOWN']:
if response_or_exc is None:
self.session.commit()
self.session.remove()
return response_or_exc
...and somehow managed to call self.session.commit() when the transaction was invalid. This resulted in sqlalchemy.exc.InvalidRequestError: Can't reconnect until invalid transaction is rolled back getting output to stdout, in defiance of our logging configuration, which makes sense since it happened during the app context tearing down, which is never supposed to raise exceptions. I'm not sure how the transaction got to be invalid without response_or_exec getting set, but that's actually the lesser problem AFAIK.
The bigger problem is, that's when the "'prepared' state" errors started, and haven't stopped since. Every time this thread serves a request that hits the DB, it 500s. Every other thread seems to be fine: as far as I can tell, even the thread that's in the same process is doing OK.
Wild guess
The SQLAlchemy mailing list has an entry about the "'prepared' state" error saying it happens if a session started committing and hasn't finished yet, and something else tries to use it. My guess is that the session in this thread never got to the self.session.remove() step, and now it never will.
I still feel like that doesn't explain how this session is persisting across requests though. We haven't modified Flask-SQLAlchemy's use of request-scoped sessions, so the session should get returned to SQLAlchemy's pool and rolled back at the end of the request, even the ones that are erroring (though admittedly, probably not the first one, since that raised during the app context tearing down). Why are the rollbacks not happening? I could understand it if we were seeing the "invalid transaction" errors on stdout (in uwsgi's log) every time, but we're not: I only saw it once, the first time. But I see the "'prepared' state" error (in our app's log) every time the 500s occur.
Configuration details
We've turned off expire_on_commit in the session_options, and we've turned on SQLALCHEMY_COMMIT_ON_TEARDOWN. We're only reading from the database, not writing yet. We're also using Dogpile-Cache for all of our queries (using the memcached lock since we have multiple processes, and actually, 2 load-balanced servers). The cache expires every minute for our major query.
Updated 2014-04-28: Resolution steps
Restarting the server seems to have fixed the problem, which isn't entirely surprising. That said, I expect to see it again until we figure out how to stop it. benselme (below) suggested writing our own teardown callback with exception handling around the commit, but I feel like the bigger problem is that the thread was messed up for the rest of its life. The fact that this didn't go away after a request or two really makes me nervous!
Edit 2016-06-05:
A PR that solves this problem has been merged on May 26, 2016.
Edit 2015-04-13:
Mystery solved!
TL;DR: Be absolutely sure your teardown functions succeed, by using the teardown-wrapping recipe in the 2014-12-11 edit!
Started a new job also using Flask, and this issue popped up again, before I'd put in place the teardown-wrapping recipe. So I revisited this issue and finally figured out what happened.
As I thought, Flask pushes a new request context onto the request context stack every time a new request comes down the line. This is used to support request-local globals, like the session.
Flask also has a notion of "application" context which is separate from request context. It's meant to support things like testing and CLI access, where HTTP isn't happening. I knew this, and I also knew that that's where Flask-SQLA puts its DB sessions.
During normal operation, both a request and an app context are pushed at the beginning of a request, and popped at the end.
However, it turns out that when pushing a request context, the request context checks whether there's an existing app context, and if one's present, it doesn't push a new one!
So if the app context isn't popped at the end of a request due to a teardown function raising, not only will it stick around forever, it won't even have a new app context pushed on top of it.
That also explains some magic I hadn't understood in our integration tests. You can INSERT some test data, then run some requests and those requests will be able to access that data despite you not committing. That's only possible since the request has a new request context, but is reusing the test application context, so it's reusing the existing DB connection. So this really is a feature, not a bug.
That said, it does mean you have to be absolutely sure your teardown functions succeed, using something like the teardown-function wrapper below. That's a good idea even without that feature to avoid leaking memory and DB connections, but is especially important in light of these findings. I'll be submitting a PR to Flask's docs for this reason. (Here it is)
Edit 2014-12-11:
One thing we ended up putting in place was the following code (in our application factory), which wraps every teardown function to make sure it logs the exception and doesn't raise further. This ensures the app context always gets popped successfully. Obviously this has to go after you're sure all teardown functions have been registered.
# Flask specifies that teardown functions should not raise.
# However, they might not have their own error handling,
# so we wrap them here to log any errors and prevent errors from
# propagating.
def wrap_teardown_func(teardown_func):
@wraps(teardown_func)
def log_teardown_error(*args, **kwargs):
try:
teardown_func(*args, **kwargs)
except Exception as exc:
app.logger.exception(exc)
return log_teardown_error
if app.teardown_request_funcs:
for bp, func_list in app.teardown_request_funcs.items():
for i, func in enumerate(func_list):
app.teardown_request_funcs[bp][i] = wrap_teardown_func(func)
if app.teardown_appcontext_funcs:
for i, func in enumerate(app.teardown_appcontext_funcs):
app.teardown_appcontext_funcs[i] = wrap_teardown_func(func)
Edit 2014-09-19:
Ok, turns out --reload-on-exception isn't a good idea if 1.) you're using multiple threads and 2.) terminating a thread mid-request could cause trouble. I thought uWSGI would wait for all requests for that worker to finish, like uWSGI's "graceful reload" feature does, but it seems that's not the case. We started having problems where a thread would acquire a dogpile lock in Memcached, then get terminated when uWSGI reloads the worker due to an exception in a different thread, meaning the lock is never released.
Removing SQLALCHEMY_COMMIT_ON_TEARDOWN solved part of our problem, though we're still getting occasional errors during app teardown during session.remove(). It seems these are caused by SQLAlchemy issue 3043, which was fixed in version 0.9.5, so hopefully upgrading to 0.9.5 will allow us to rely on the app context teardown always working.
Original:
How this happened in the first place is still an open question, but I did find a way to prevent it: uWSGI's --reload-on-exception option.
Our Flask app's error handling ought to be catching just about anything, so it can serve a custom error response, which means only the most unexpected exceptions should make it all the way to uWSGI. So it makes sense to reload the whole app whenever that happens.
We'll also turn off SQLALCHEMY_COMMIT_ON_TEARDOWN, though we'll probably commit explicitly rather than writing our own callback for app teardown, since we're writing to the database so rarely.
这篇关于跨请求持续存在无效的事务的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持！