为什么我收到 pymongo.errors.AutoReconnect: 连接池已暂停
我收到此自动重新连接错误,并且在调用 .objects
期间日志中大约有 100 个连接。这是文档:
class NotificationDoc(Document):
patient_id = StringField(max_length=32)
type = StringField(max_length=32)
sms_sent = BooleanField(default=False)
email_sent = BooleanField(default=False)
sending_time = DateTimeField(default=datetime.utcnow)
def __unicode__(self):
return "{}_{}_{}".format(self.patient_id, self.type, self.sending_time.strftime('%Y-%m-%d'))
这是导致问题的查询调用:
docs = NotificationDoc.objects(sending_time__lte=from_date)
这是完整的堆栈跟踪。我怎样才能理解发生了什么事?
pymongo.errors.AutoReconnect: connection pool paused
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.8/site-packages/celery/app/trace.py", line 451, in trace_task
R = retval = fun(*args, **kwargs)
File "/usr/local/lib/python3.8/site-packages/celery/app/trace.py", line 734, in __protected_call__
return self.run(*args, **kwargs)
File "/app/src/reminder/configurations/app/worker.py", line 106, in schedule_recall
schedule_recall_use_case.execute()
File "/app/src/reminder/domain/notification/recall/use_cases/schedule_recall.py", line 24, in execute
notifications_sent = self.notifications_provider.find_recalled_notifications_for_date(no_recalls_before_date)
File "/app/src/reminder/data_providers/database/odm/repositories.py", line 42, in find_recalled_notifications_for_date
if NotificationDoc.objects(sending_time__lte=from_date).count() > 0:
File "/usr/local/lib/python3.8/site-packages/mongoengine/queryset/queryset.py", line 144, in count
return super().count(with_limit_and_skip)
File "/usr/local/lib/python3.8/site-packages/mongoengine/queryset/base.py", line 423, in count
count = count_documents(
File "/usr/local/lib/python3.8/site-packages/mongoengine/pymongo_support.py", line 38, in count_documents
return collection.count_documents(filter=filter, **kwargs)
File "/usr/local/lib/python3.8/site-packages/pymongo/collection.py", line 1502, in count_documents
return self.__database.client._retryable_read(
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1307, in _retryable_read
with self._secondaryok_for_server(read_pref, server, session) as (
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1162, in _secondaryok_for_server
with self._get_socket(server, session) as sock_info:
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1099, in _get_socket
with server.get_socket(
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1371, in get_socket
sock_info = self._get_socket(all_credentials)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1436, in _get_socket
self._raise_if_not_ready(emit_event=True)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1407, in _raise_if_not_ready
_raise_connection_failure(
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 250, in _raise_connection_failure
raise AutoReconnect(msg) from error
pymongo.errors.AutoReconnect: mongo:27017: connection pool paused
I'm getting this error of autoreconnect, and there are around 100 connections in the logs during this call to .objects
. Here is the document:
class NotificationDoc(Document):
patient_id = StringField(max_length=32)
type = StringField(max_length=32)
sms_sent = BooleanField(default=False)
email_sent = BooleanField(default=False)
sending_time = DateTimeField(default=datetime.utcnow)
def __unicode__(self):
return "{}_{}_{}".format(self.patient_id, self.type, self.sending_time.strftime('%Y-%m-%d'))
and this is the query call that causes the issue:
docs = NotificationDoc.objects(sending_time__lte=from_date)
This is the complete stacktrace. How can I understand what is going on?
pymongo.errors.AutoReconnect: connection pool paused
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.8/site-packages/celery/app/trace.py", line 451, in trace_task
R = retval = fun(*args, **kwargs)
File "/usr/local/lib/python3.8/site-packages/celery/app/trace.py", line 734, in __protected_call__
return self.run(*args, **kwargs)
File "/app/src/reminder/configurations/app/worker.py", line 106, in schedule_recall
schedule_recall_use_case.execute()
File "/app/src/reminder/domain/notification/recall/use_cases/schedule_recall.py", line 24, in execute
notifications_sent = self.notifications_provider.find_recalled_notifications_for_date(no_recalls_before_date)
File "/app/src/reminder/data_providers/database/odm/repositories.py", line 42, in find_recalled_notifications_for_date
if NotificationDoc.objects(sending_time__lte=from_date).count() > 0:
File "/usr/local/lib/python3.8/site-packages/mongoengine/queryset/queryset.py", line 144, in count
return super().count(with_limit_and_skip)
File "/usr/local/lib/python3.8/site-packages/mongoengine/queryset/base.py", line 423, in count
count = count_documents(
File "/usr/local/lib/python3.8/site-packages/mongoengine/pymongo_support.py", line 38, in count_documents
return collection.count_documents(filter=filter, **kwargs)
File "/usr/local/lib/python3.8/site-packages/pymongo/collection.py", line 1502, in count_documents
return self.__database.client._retryable_read(
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1307, in _retryable_read
with self._secondaryok_for_server(read_pref, server, session) as (
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1162, in _secondaryok_for_server
with self._get_socket(server, session) as sock_info:
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/mongo_client.py", line 1099, in _get_socket
with server.get_socket(
File "/usr/local/lib/python3.8/contextlib.py", line 113, in __enter__
return next(self.gen)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1371, in get_socket
sock_info = self._get_socket(all_credentials)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1436, in _get_socket
self._raise_if_not_ready(emit_event=True)
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 1407, in _raise_if_not_ready
_raise_connection_failure(
File "/usr/local/lib/python3.8/site-packages/pymongo/pool.py", line 250, in _raise_connection_failure
raise AutoReconnect(msg) from error
pymongo.errors.AutoReconnect: mongo:27017: connection pool paused
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原来是芹菜使连接保持打开状态,所以这是解决方案
turned out to be celery is leaving connections open, so here is the solution
这可能与 PyMongo 不是 fork 有关-安全。如果您使用流程 pool 以任何方式,其中包括服务器软件,例如 <一个href="https://uwsgi-docs.readthedocs.io/en/latest/ThingsToKnow.html" rel="nofollow noreferrer">uWSGI 甚至 流行 ASGI 服务器的一些配置。
每次在 PyMongo 中运行查询时,该
MongoClient
对象都会变得不安全。从未运行过任何查询的MongoClient
对象是分叉安全的。创建的Database
和Collection
对象将引用回其父MongoClient
而不检查是否存在。我确实看到您正在使用 MongoEngine,它在底层使用 PyMongo。我不知道该特定库的语义,但我假设它们是相同的。
简而言之:作为分叉过程的一部分,您必须重新创建连接。
This could be related to the fact that PyMongo is not fork-safe. If you're using a process pool in any way, which includes server software like uWSGI and even some configurations of popular ASGI servers.
Every time you run a query in PyMongo, that
MongoClient
object becomes fork-unsafe. AMongoClient
object that has never run any queries is fork-safe. CreatedDatabase
andCollection
objects will reference back to their parentMongoClient
without checking for existence.I do see you are using MongoEngine, which uses PyMongo underneath. I don't know the semantics of that particular library but I would assume they are the same.
In short: you must re-create your connections as part of your forking process.
pip install -U pymongo;已经修复;看到这个 https://github.com/mongodb/mongo-python-driver/拉/944
pip install -U pymongo; is already fix; see this https://github.com/mongodb/mongo-python-driver/pull/944