芹菜版本: 4.2.0
docker-compose.yml
version: '2'
services:
worker:
build: .
depends_on:
- rabbitmq
rabbitmq:
image: rabbitmq:alpine
Docker文件
FROM alpine
RUN apk add --no-cache build-base python3 python3-dev
RUN pip3 install celery eventlet
CMD celery -b amqp://rabbitmq worker -P eventlet --loglevel=DEBUG
$ docker-compose up --build
工人保持联系无误
启动后3分钟,工作程序会报告一些带有Traceback的错误,类似于以下内容:
[2018-06-14 20:11:44,213: WARNING/MainProcess] Traceback (most recent call last):
[2018-06-14 20:11:44,213: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/eventlet/hubs/poll.py", line 114, in wait
listener.cb(fileno)
[2018-06-14 20:11:44,214: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/celery/worker/pidbox.py", line 120, in loop
connection.drain_events(timeout=1.0)
[2018-06-14 20:11:44,214: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/kombu/connection.py", line 301, in drain_events
return self.transport.drain_events(self.connection, **kwargs)
[2018-06-14 20:11:44,215: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/kombu/transport/pyamqp.py", line 103, in drain_events
return connection.drain_events(**kwargs)
[2018-06-14 20:11:44,216: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/connection.py", line 491, in drain_events
while not self.blocking_read(timeout):
[2018-06-14 20:11:44,217: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/connection.py", line 496, in blocking_read
frame = self.transport.read_frame()
[2018-06-14 20:11:44,217: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/transport.py", line 243, in read_frame
frame_header = read(7, True)
[2018-06-14 20:11:44,218: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/transport.py", line 426, in _read
raise IOError('Socket closed')
[2018-06-14 20:11:44,218: WARNING/MainProcess] OSError: Socket closed
[2018-06-14 20:11:44,219: WARNING/MainProcess] Removing descriptor: 7
此外,rabbitmq服务器报告的警告类似于以下内容(重复两次):
2018-06-14 20:11:44.209 [warning] <0.586.0> closing AMQP connection <0.586.0> (172.19.0.3:42678 -> 172.19.0.2:5672):
missed heartbeats from client, timeout: 60s
请注意,当使用prefork
代替eventlet
,rabbitmq服务器仍会报告错过的心跳警告,但是在工作进程中没有打印警告:
2018-06-14 20:36:04.807 [warning] <0.698.0> closing AMQP connection <0.698.0> (172.19.0.3:46040 -> 172.19.0.2:5672):
missed heartbeats from client, timeout: 60s
并且gevent
失败,并显示与eventlet
类似的错误消息:
[2018-06-14 20:43:29,908: WARNING/MainProcess] Traceback (most recent call last):
[2018-06-14 20:43:29,908: WARNING/MainProcess] File "src/gevent/_waiter.py", line 119, in gevent.__waiter.Waiter.switch
[2018-06-14 20:43:29,908: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/celery/worker/pidbox.py", line 120, in loop
connection.drain_events(timeout=1.0)
[2018-06-14 20:43:29,909: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/kombu/connection.py", line 301, in drain_events
return self.transport.drain_events(self.connection, **kwargs)
[2018-06-14 20:43:29,909: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/kombu/transport/pyamqp.py", line 103, in drain_events
return connection.drain_events(**kwargs)
[2018-06-14 20:43:29,909: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/connection.py", line 491, in drain_events
while not self.blocking_read(timeout):
[2018-06-14 20:43:29,910: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/connection.py", line 496, in blocking_read
frame = self.transport.read_frame()
[2018-06-14 20:43:29,910: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/transport.py", line 243, in read_frame
frame_header = read(7, True)
[2018-06-14 20:43:29,911: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/amqp/transport.py", line 418, in _read
s = recv(n - len(rbuf))
[2018-06-14 20:43:29,911: WARNING/MainProcess] File "/usr/lib/python3.6/site-packages/gevent/_socket3.py", line 380, in recv
return _socket.socket.recv(self._sock, *args)
[2018-06-14 20:43:29,912: WARNING/MainProcess] ConnectionResetError: [Errno 104] Connection reset by peer
[2018-06-14 20:43:29,912: WARNING/MainProcess] 2018-06-14T20:43:29Z
[2018-06-14 20:43:29,913: WARNING/MainProcess] <built-in method switch of gevent.__greenlet_primitives.TrackedRawGreenlet object at 0x7f791830ce88> failed with ConnectionResetError
此外,我可以使用此Dockerfile确认在所有库的最新开发版本中看到相同的行为:
FROM alpine
RUN apk add --no-cache build-base python3 python3-dev
RUN pip3 install https://github.com/celery/celery/zipball/master#egg=celery https://github.com/celery/billiard/zipball/master#egg=billiard https://github.com/celery/py-amqp/zipball/master#egg=amqp https://github.com/celery/kombu/zipball/master#egg=kombu https://github.com/celery/vine/zipball/master#egg=vine eventlet gevent
CMD celery -b amqp://rabbitmq worker -P eventlet --loglevel=DEBUG
这符合我们的经验。 在单个队列中,我们有多个工作人员task_acks_late = True
和worker_prefetch_multiplier = 1
并且我们混合了长期任务和短期任务。
切换回Celery 3.x会使此问题“消失”
最初,在使用celery 4.1.0和kombu 4.1.0时,重试不起作用。 分别更新到4.2.0和4.2.1之后,重试开始工作,但是出现了相同的超时消息,并且任务似乎已正确交付,但从未由工作人员处理。 我们正在使用prefork
-amqp==2.2.2
+amqp==1.4.9
-billiard==3.5.0.3
+billiard==3.3.0.23
-celery==4.2.0
+celery==3.1.23
-kombu==4.2.1
+kombu==3.0.34
-pyramid-celery==3.0.0
+pyramid-celery==2.0.0
代理连接默认情况下使用来自应用程序配置文件的心跳设置(自版本4.2.0
以来,#4148)。
broker_heartbeat
支持的运输方式:
- pyamqp
默认值:120.0(由服务器协商)。
您可以尝试设置broker_heartbeat=0
。 希望这可以帮助。
@ y0ngdi我设置了broker_heartbeat=0
,错误有所减少,但仍然存在。
amqp==2.3.2
celery==4.2.0
gevent==1.3.4
greenlet==0.4.13
kombu==4.2.0
[2018-06-22 09:41:21,467: INFO/MainProcess] sync with celery<strong i="11">@device_producer_tasks</strong>
[2018-06-22 09:41:21,468: ERROR/MainProcess] Control command error: error(32, 'Broken pipe')
Traceback (most recent call last):
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/celery/worker/pidbox.py", line 46, in on_message
self.node.handle_message(body, message)
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/pidbox.py", line 129, in handle_message
return self.dispatch(**body)
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/pidbox.py", line 112, in dispatch
ticket=ticket)
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/pidbox.py", line 135, in reply
serializer=self.mailbox.serializer)
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/pidbox.py", line 265, in _publish_reply
**opts
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/messaging.py", line 181, in publish
exchange_name, declare,
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/kombu/messaging.py", line 203, in _publish
mandatory=mandatory, immediate=immediate,
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/amqp/channel.py", line 1732, in _basic_publish
(0, exchange, routing_key, mandatory, immediate), msg
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/amqp/abstract_channel.py", line 50, in send_method
conn.frame_writer(1, self.channel_id, sig, args, content)
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/amqp/method_framing.py", line 166, in write_frame
write(view[:offset])
File "/home/ubuntu/.local/share/virtualenvs/backend-uRCQ3Clv/local/lib/python2.7/site-packages/amqp/transport.py", line 275, in write
self._write(s)
File "/usr/lib/python2.7/socket.py", line 228, in meth
return getattr(self._sock,name)(*args)
error: [Errno 32] Broken pipe
我在celery 4.2和eventlet上遇到了这个问题,但是找不到完美的解决方案
我做了一点调查。 Celery确实创建了一个新连接,但没有为其调用heartbeat_check
。 这导致RabbitMQ服务器关闭连接。 我在使用命令连接时遇到了此错误(例如stats
, ping
,..)
from __future__ import absolute_import, unicode_literals
from celery import Celery
app = Celery(
'myapp',
broker='amqp://guest@localhost//',
)
app.conf.broker_heartbeat = 5
if __name__ == '__main__':
app.start()
$ python3 example.py worker -l DEBUG
2018-06-27 19:49:41.109 [info] <0.471.1> accepting AMQP connection <0.471.1> (127.0.0.1:42744 -> 127.0.0.1:5672)
2018-06-27 19:49:41.111 [info] <0.471.1> connection <0.471.1> (127.0.0.1:42744 -> 127.0.0.1:5672): user 'guest' authenticated and granted access to vhost '/'
2018-06-27 19:49:41.116 [info] <0.479.1> accepting AMQP connection <0.479.1> (127.0.0.1:42746 -> 127.0.0.1:5672)
2018-06-27 19:49:41.118 [info] <0.479.1> connection <0.479.1> (127.0.0.1:42746 -> 127.0.0.1:5672): user 'guest' authenticated and granted access to vhost '/'
2018-06-27 19:49:41.131 [info] <0.500.1> accepting AMQP connection <0.500.1> (127.0.0.1:42748 -> 127.0.0.1:5672)
2018-06-27 19:49:41.133 [info] <0.500.1> connection <0.500.1> (127.0.0.1:42748 -> 127.0.0.1:5672): user 'guest' authenticated and granted access to vhost '/'
2018-06-27 19:49:56.135 [warning] <0.500.1> closing AMQP connection <0.500.1> (127.0.0.1:42748 -> 127.0.0.1:5672):
missed heartbeats from client, timeout: 5s
在RabbitMQ关闭连接后尝试发送命令:
$ celery inspect ping
当Celery Worker日志接收到以下命令时,将其打印出来:
[2018-06-27 19:51:25,638: DEBUG/MainProcess] pidbox received method ping() [reply_to:{'exchange': 'reply.celery.pidbox', 'routing_key': '5a7fe1f1-be67-397f-879c-d939ea3c076e'} ticket:d80183f3-a236-4057-841b-6b8cd2926917]
[2018-06-27 19:51:25,639: ERROR/MainProcess] Control command error: ConnectionResetError(104, 'Connection reset by peer')
Traceback (most recent call last):
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/celery/worker/pidbox.py", line 46, in on_message
self.node.handle_message(body, message)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/pidbox.py", line 129, in handle_message
return self.dispatch(**body)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/pidbox.py", line 112, in dispatch
ticket=ticket)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/pidbox.py", line 135, in reply
serializer=self.mailbox.serializer)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/pidbox.py", line 265, in _publish_reply
**opts
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/messaging.py", line 181, in publish
exchange_name, declare,
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/messaging.py", line 194, in _publish
[maybe_declare(entity) for entity in declare]
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/messaging.py", line 194, in <listcomp>
[maybe_declare(entity) for entity in declare]
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/messaging.py", line 102, in maybe_declare
return maybe_declare(entity, self.channel, retry, **retry_policy)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/common.py", line 129, in maybe_declare
return _maybe_declare(entity, declared, ident, channel, orig)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/common.py", line 135, in _maybe_declare
entity.declare(channel=channel)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/kombu/entity.py", line 185, in declare
nowait=nowait, passive=passive,
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/amqp/channel.py", line 614, in exchange_declare
wait=None if nowait else spec.Exchange.DeclareOk,
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/amqp/abstract_channel.py", line 50, in send_method
conn.frame_writer(1, self.channel_id, sig, args, content)
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/amqp/method_framing.py", line 166, in write_frame
write(view[:offset])
File "/home/bar/Desktop/foo/virtualenv/lib/python3.6/site-packages/amqp/transport.py", line 275, in write
self._write(s)
ConnectionResetError: [Errno 104] Connection reset by peer
[2018-06-27 19:51:25,647: DEBUG/MainProcess] Closed channel #2
[2018-06-27 19:51:25,647: DEBUG/MainProcess] using channel_id: 2
[2018-06-27 19:51:25,648: DEBUG/MainProcess] Channel open
我认为存在从服务器端终止的连接,因为在实例上不会重复调用kombu.connection.Connection.heartbeat_check()
。
我在gevent上遇到了同样的问题。
broker_heartbeat = 0
变通办法对我有效。
安装版本:
amqp==2.2.2
celery==4.2.0
eventlet==0.23.0
kombu==4.2.1
工人:
celery -A celery_app worker --loglevel=info -P eventlet
PS已在Windows 10上经过Python 2和3测试。
@auvipy :为什么要关闭? 这个问题没有解决...
@ stojan-jovic解决方法起作用了吗?
似乎可以,但是解决方法不是错误修正。
而且,每天都有越来越多的人在寻找解决方案上浪费大量时间。
如果您提出了可能的解决方案,则将其重新打开。
对于芹菜4.2.0和gevent 1.2.2(python 2)/ RabbitMQ 3.7.8, broker_heartbeat = 0
变通方法似乎对我有用。 至少对于我来说,它没有在默认的60秒超时时间内挂断。
Django 1.8.4,Python 2.7.12
从3.1.25升级到4.2.1后出现问题
settings.py中的CELERY_BROKER_HEARTBEAT = 0解决了此问题。
@auvipy为什么关闭了这个? 问题仍然存在。
@djlambert众所周知,他prs 。
有任何更新吗? 解决方法不是错误修复。
面对此问题时,请随时调查此问题
Django 1.8.4,Python 2.7.12
从3.1.25升级到4.2.1后出现问题
settings.py中的CELERY_BROKER_HEARTBEAT = 0解决了此问题。
应该是BROKER_HEARTBEAT而不是CELERY_BROKER_HEARTBEAT?
amqp == 2.2.2
我正在尝试使用此配置运行celery worker,但是celery worker无法启动。
我正在使用的命令如下
pipenv运行celery worker -A src.celery_app -l debug -P eventlet
但是我看不到任何celery启动日志,也没有直接返回到Windows cmd提示符的任何内容。
@ stojan-jovic,您能告诉我如何设置芹菜环境吗?
最有用的评论
@auvipy为什么关闭了这个? 问题仍然存在。