#31905 closed Bug (fixed)
ASGI: Dead persistent postgres connections are not closed when the database is accessed in middleware
Reported by: | Michael Galler | Owned by: | Michael Galler |
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Component: | Database layer (models, ORM) | Version: | 3.1 |
Severity: | Release blocker | Keywords: | ASGI Postgres Persistent |
Cc: | Andrew Godwin | Triage Stage: | Ready for checkin |
Has patch: | yes | Needs documentation: | no |
Needs tests: | no | Patch needs improvement: | no |
Easy pickings: | no | UI/UX: | no |
Description
How to reproduce:
Create a project with django-admin
Added persitent postgres connection
DATABASES = { 'default': { 'ENGINE': 'django.db.backends.postgresql', 'NAME': 'test_db', 'USER': 'postgres', 'PASSWORD': '1234', 'HOST': 'localhost', 'CONN_MAX_AGE': 60 } }
Add a middleware that accesses the database
from django.contrib.auth.models import User from django.utils.deprecation import MiddlewareMixin class FoobarMiddleware(MiddlewareMixin): def process_request(self, request): print(User.objects.all())
Add the middleware to settings, apply migrations.
Start ASGI Server for example with:
uvicorn --loop asyncio --workers 1 foobar.asgi:application --host 0.0.0.0 --reload
Visit localhost:8000 to open persistent connection
Restart Postgres, after that all connections get the following error
Environment: Request Method: GET Request URL: http://localhost:8000/ Django Version: 3.1 Python Version: 3.8.5 Installed Applications: ['django.contrib.admin', 'django.contrib.auth', 'django.contrib.contenttypes', 'django.contrib.sessions', 'django.contrib.messages', 'django.contrib.staticfiles'] Installed Middleware: ['django.middleware.security.SecurityMiddleware', 'django.contrib.sessions.middleware.SessionMiddleware', 'django.middleware.common.CommonMiddleware', 'django.middleware.csrf.CsrfViewMiddleware', 'django.contrib.auth.middleware.AuthenticationMiddleware', 'django.contrib.messages.middleware.MessageMiddleware', 'django.middleware.clickjacking.XFrameOptionsMiddleware', 'foobar.middleware.FoobarMiddleware'] Traceback (most recent call last): File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\base\base.py", line 237, in _cursor return self._prepare_cursor(self.create_cursor(name)) File "c:\code\project\_lib\venv\lib\site-packages\django\utils\asyncio.py", line 26, in inner return func(*args, **kwargs) File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\postgresql\base.py", line 233, in create_cursor cursor = self.connection.cursor() The above exception (connection already closed) was the direct cause of the following exception: File "c:\code\project\_lib\venv\lib\site-packages\asgiref\sync.py", line 330, in thread_handler raise exc_info[1] File "c:\code\project\_lib\venv\lib\site-packages\django\core\handlers\exception.py", line 38, in inner response = await get_response(request) File "c:\code\project\_lib\venv\lib\site-packages\django\utils\deprecation.py", line 126, in __acall__ response = await sync_to_async(self.process_request)(request) File "c:\code\project\_lib\venv\lib\site-packages\asgiref\sync.py", line 296, in __call__ ret = await asyncio.wait_for(future, timeout=None) File "C:\Program Files\Python38\lib\asyncio\tasks.py", line 455, in wait_for return await fut File "C:\Program Files\Python38\lib\concurrent\futures\thread.py", line 57, in run result = self.fn(*self.args, **self.kwargs) File "c:\code\project\_lib\venv\lib\site-packages\asgiref\sync.py", line 334, in thread_handler return func(*args, **kwargs) File ".\foobar\middleware.py", line 8, in process_request print(User.objects.all()) File "c:\code\project\_lib\venv\lib\site-packages\django\db\models\query.py", line 263, in __repr__ data = list(self[:REPR_OUTPUT_SIZE + 1]) File "c:\code\project\_lib\venv\lib\site-packages\django\db\models\query.py", line 269, in __len__ self._fetch_all() File "c:\code\project\_lib\venv\lib\site-packages\django\db\models\query.py", line 1303, in _fetch_all self._result_cache = list(self._iterable_class(self)) File "c:\code\project\_lib\venv\lib\site-packages\django\db\models\query.py", line 53, in __iter__ results = compiler.execute_sql(chunked_fetch=self.chunked_fetch, chunk_size=self.chunk_size) File "c:\code\project\_lib\venv\lib\site-packages\django\db\models\sql\compiler.py", line 1152, in execute_sql cursor = self.connection.cursor() File "c:\code\project\_lib\venv\lib\site-packages\django\utils\asyncio.py", line 26, in inner return func(*args, **kwargs) File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\base\base.py", line 259, in cursor return self._cursor() File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\base\base.py", line 237, in _cursor return self._prepare_cursor(self.create_cursor(name)) File "c:\code\project\_lib\venv\lib\site-packages\django\db\utils.py", line 90, in __exit__ raise dj_exc_value.with_traceback(traceback) from exc_value File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\base\base.py", line 237, in _cursor return self._prepare_cursor(self.create_cursor(name)) File "c:\code\project\_lib\venv\lib\site-packages\django\utils\asyncio.py", line 26, in inner return func(*args, **kwargs) File "c:\code\project\_lib\venv\lib\site-packages\django\db\backends\postgresql\base.py", line 233, in create_cursor cursor = self.connection.cursor() Exception Type: InterfaceError at / Exception Value: connection already closed
Only a restart of the application fixes the problem
This problem occurs only with ASGI, with WSGI for example the devserver this does not occur.
Change History (17)
comment:1 by , 4 years ago
comment:2 by , 4 years ago
Cc: | added |
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Severity: | Normal → Release blocker |
Triage Stage: | Unreviewed → Accepted |
I noticed that the signal close_old_connections has a different database wrapper. In the signal and in the middleware...
Thanks Micheal — that's a good spot.
Issue could well be in the interplay with django.db.utils
:
class ConnectionHandler: def __init__(self, databases=None): """ databases is an optional dictionary of database definitions (structured like settings.DATABASES). """ self._databases = databases # Connections needs to still be an actual thread local, as it's truly # thread-critical. Database backends should use @async_unsafe to protect # their code from async contexts, but this will give those contexts # separate connections in case it's needed as well. There's no cleanup # after async contexts, though, so we don't allow that if we can help it. self._connections = Local(thread_critical=True)
If there are different _connections
in play it would explain how the connection is not getting reset in request_started
.
I didn't reproduce yet, but I'm going to provisionally accept on the basis of the report.
Time to call in the cavalry I think — cc-ing Andrew. :)
comment:3 by , 4 years ago
So i found the problem, the middleware mixin calls the process_request without thread_sensitive, if change this in my middleware the error is gone.
Due to this problem the connections are never closed, and after a while postgres refused the connections because of too many connections
comment:4 by , 4 years ago
So i found the problem, the middleware mixin calls the process_request without thread_sensitive...
Yes, that would explain the different _connections
. Super. A middleware can run anything, so like signals, they need to be thread-sensitive: makes sense.
(I was going to ask, do you have the views your using too? — If they're sync then we're adding another sync_to_async()
call, which would be another opportunity to switch threads... but maybe it's not needed now.)
comment:5 by , 4 years ago
So i did some more testing:
async view with thread_sensitive=False in middleware
signal [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001B8A0F369D0>] middleware [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001B8A0F4E430>] view async [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001B8A1917F10>]
3 different wrappers :D
sync view with thread_sensitive=False in middleware
signal [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001BA0506C760>] middleware [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001BA0507D3D0>] view sync [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001BA0506C760>]
2 different wrappers
async view with thread_sensitive=True in middleware
signal [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001735143B880>] multi org middleware [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x000001735143B880>] view async [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x0000017351E19AF0>]
2 different wrappers
sync view with thread_sensitive=True in middleware
signal [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x00000237523AA8B0>] middleware [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x00000237523AA8B0>] view sync [<django.db.backends.postgresql.base.DatabaseWrapper object at 0x00000237523AA8B0>]
1 wrapper
Views:
async def async_test(request): await asyncio.sleep(0.1) print('view async', connections.all()) return HttpResponse('Hello, async world!') def sync_test(request): print('view sync', connections.all()) return HttpResponse('Hello, sync world!')
comment:6 by , 4 years ago
Hi Michael,
... the middleware mixin calls the process_request without thread_sensitive, if change this in my middleware the error is gone.
Right, so here we have it:
async def __acall__(self, request): """ Async version of __call__ that is swapped in when an async request is running. """ response = None if hasattr(self, 'process_request'): response = await sync_to_async(self.process_request)(request) response = response or await self.get_response(request) if hasattr(self, 'process_response'): response = await sync_to_async(self.process_response)(request, response) return response
Those sync_to_async()
calls should use the thread_sensitive parameter.
We don't really test the actual DB connection teardown but we should be able to assert that the middleware gets run in the same thread as the calling code, and that the connection is the same (thread.get_native_id()
and id(connection)
, assuming we can't pass the actual objects 🤔)
Not 100% sure on the test location but tests/deprecation/test_middleware_mixin.py
seems a reasonable candidate. (If we need views and urls, because we need the handler itself then, there are already some set up in tests/handlers
, which might then be a better place.)
How does that sound Micheal? Would you fancy making a PR?
comment:7 by , 4 years ago
That fixes only the problem in the middleware, the connections opened in async views are still not closed.
I added a print to the open and close in DatabaseWrapper to see what is happening
on a sync view everything works fine:
new connection 102828 INFO: 127.0.0.1:58775 - "GET /test_sync/ HTTP/1.1" 200 OK
now waiting 10 secs to ensure that connection is closed due 'CONN_MAX_AGE': 5
close connection 102828 new connection 102516 INFO: 127.0.0.1:58775 - "GET /test_sync/ HTTP/1.1" 200 OK
now on async
new connection 98652 new connection 33540 INFO: 127.0.0.1:59297 - "GET /test_async/ HTTP/1.1" 200 OK #waiting again more than five seconds close connection 98652 new connection 101424 INFO: 127.0.0.1:59544 - "GET /test_async/ HTTP/1.1" 200 OK
Only one of the two expired connections are closed, the connection in the async view is always reused.
When the postgres server restarts, the async views are broken until the application is restarted, because these are never closed.
The problem is the connection handler create a new databasewrapper for the async view due to thread_critical.
The comment already points out the problem.
def __init__(self, databases=None): """ databases is an optional dictionary of database definitions (structured like settings.DATABASES). """ self._databases = databases # Connections needs to still be an actual thread local, as it's truly # thread-critical. Database backends should use @async_unsafe to protect # their code from async contexts, but this will give those contexts # separate connections in case it's needed as well. There's no cleanup # after async contexts, though, so we don't allow that if we can help it. self._connections = Local(thread_critical=True)
follow-ups: 10 13 comment:8 by , 4 years ago
That fixes only the problem in the middleware, the connections opened in async views are still not closed.
I was thinking (and I need to test more to see) that the connection opened in the async view would need to be handled via sync_to_async() (with thread_sensitive) too.
(Then we'd just have one all the way down...) I think that's safe, but it's not enforced.
Do we need to make accessing the connection and an async unsafe operation, I wonder? 🤔
But we need to fix the middleware issue — so I think we should push on there.
comment:9 by , 4 years ago
Has patch: | set |
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Owner: | changed from | to
Status: | new → assigned |
comment:10 by , 4 years ago
I submitted a PR
Replying to Carlton Gibson:
That fixes only the problem in the middleware, the connections opened in async views are still not closed.
I was thinking (and I need to test more to see) that the connection opened in the async view would need to be handled via sync_to_async() (with thread_sensitive) too.
(Then we'd just have one all the way down...) I think that's safe, but it's not enforced.
I think this would be a good solution to overcome this problem.
I found another problem related to async and the SessionMiddleware
The request.user is packed in a SimpleLazyObject
class AuthenticationMiddleware(MiddlewareMixin): def process_request(self, request): request.user = SimpleLazyObject(lambda: get_user(request))
If its not unpacked in another Middlware you cant access it in an async view
None of the following variants work
async def async_test(request): user = request.user # Exception SynchronousOnlyOperation user = await sync_to_async(request.user)() # Exception SynchronousOnlyOperation user = await sync_to_async(request.user) # Exception SynchronousOnlyOperation
Should I open another ticket for this ?
comment:11 by , 4 years ago
Should I open another ticket for this ?
Yes, I think so. If you can narrow it down to a test case, that would be amazing! . Thanks
comment:12 by , 4 years ago
Needs tests: | set |
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comment:13 by , 4 years ago
Replying to Carlton Gibson:
That fixes only the problem in the middleware, the connections opened in async views are still not closed.
I was thinking (and I need to test more to see) that the connection opened in the async view would need to be handled via sync_to_async() (with thread_sensitive) too.
(Then we'd just have one all the way down...) I think that's safe, but it's not enforced.
Again, not sure without testing but, do we need to make accessing the connection an async unsafe operation, I wonder? 🤔 — in theory any ORM activity in an async context should trigger an error.
But we need to fix the middleware issue — so I think we should push on there.
The problem with the unclosed connections from async views I could overcome with the following signal:
from asgiref.sync import async_to_sync, sync_to_async from django.db import connections def close_all_old_connections(**kwargs): def _inner_close_if_unusable_or_obsolete(): # beware dont use connections.all, all() creates new objects if there are none for alias in connections: try: conn = getattr(connections._connections, alias) conn.close_if_unusable_or_obsolete() except AttributeError: pass async def close_all_old_connections_async(): await sync_to_async(_inner_close_if_unusable_or_obsolete)() async_to_sync(close_all_old_connections_async)() try: # try to get the active loop # if it fails with a RuntimeError the server is running in WSGI mode and we dont need this signals loop = asyncio.get_running_loop() request_started.connect(close_all_old_connections) request_finished.connect(close_all_old_connections) except RuntimeError: pass
I'm not quite sure why I need to wrap it twice, but it works.
It closes obsolete and dead connections correctly.
It also fixes the problem if the middleware calls sync_to_async without thread_sensitive
Maybe you want to adapt this.
comment:14 by , 4 years ago
Definitely agree we need to add thread_sensitive
to the sync_to_async calls in the middleware - not doing that was my fault. Honestly tempted to say we should make it the default, and if you want a version that doesn't share threads, you can use a variant that does its own DB cleanup (like channels' database_sync_to_async).
Connections opened in async views will be in a different thread to the synchronous close_old_connections handler if they don't use thread_sensitive=True
- the answer there is to always use thread_sensitive=True
in any code that wraps or does ORM operations (including the request.user
lazy-load, for now).
comment:15 by , 4 years ago
Needs tests: | unset |
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Triage Stage: | Accepted → Ready for checkin |
I noticed that the signal close_old_connections has a different database wrapper.
In the signal and in the middleware i added a print
In wsgi mode these objects are the same