扣丁学堂Python培训之详解配置Django的Celery异步之路踩坑

2018-11-29 10:58:06 337浏览

今天扣丁学堂Python培训老师给大家详细介绍一下关于配置Django的Celery异步之路的介绍，首先说说配置过程吧，初学Django，啥都不懂，当然，python也很水，啥东西都得现查现用。Django安装还是很简单的，下面我们一起来看一下具体操作吧。

apt-get install python3
pip3 install django

再说celery的安装：

pip3 install celery
pip3 install redis==2.10.6

目前奶牛所在的时间redisforpython的版本是redis-3.0.1，为什么要用2.10.6呢？因为3.0.1压根配置就无法运行！！！继续安装redisserver

apt-get install redis
service redis start

然后就可以按照celery的官方教程走了，放个URL：http://docs.celeryproject.org/en/latest/django/index.html

python3 manage.py startproject nenew
cd nenew
python3 manage.py startapp nenewapp
touch ./nenew/celery.py
touch ./nenewapp/tasks.py

然后增加nenew/nenew/celery.py内容为

from __future__ import absolute_import, unicode_literals
import os
from celery import Celery
 
# set the default Django settings module for the 'celery' program.
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'nenew.settings')
 
app = Celery('nenew')
 
# Using a string here means the worker doesn't have to serialize
# the configuration object to child processes.
# - namespace='CELERY' means all celery-related configuration keys
#  should have a `CELERY_` prefix.
app.config_from_object('django.conf:settings', namespace='CELERY')
 
# Load task modules from all registered Django app configs.
app.autodiscover_tasks()
 
 
@app.task(bind=True)
def debug_task(self):
  print('Request: {0!r}'.format(self.request))

增加nenew/nenew/__init__.py的内容

from __future__ import absolute_import, unicode_literals
 
# This will make sure the app is always imported when
# Django starts so that shared_task will use this app.
from .celery import app as celery_app
 
__all__ = ('celery_app',)

增加nenew/nenewtest/tasks.py的内容

# Create your tasks here
from __future__ import absolute_import, unicode_literals
from celery import shared_task
 
 
@shared_task
def add(x, y):
  return x + y
 
 
@shared_task
def mul(x, y):
  return x * y
 
 
@shared_task
def xsum(numbers):
  return sum(numbers)

在nenew/nenew/settings.py中增加和修改

...
 
ALLOWED_HOSTS = ['*']
....
 
INSTALLED_APPS = [
...
  'nenewtest',
]
 
...
 
CELERY_BROKER_URL = 'redis://localhost:6379/1'
CELERY_RESULT_BACKEND = ‘redis://localhost:6379/0'

在nenew/nenewtest/views.py中增加或修改为

from django.shortcuts import render
from django.http import HttpResponse
from .tasks import add
# Create your views here.
def nenewtest(request):
  result = add.delay('2','2')
  result.ready()
  return HttpResponse('nenew Django Celery worker run !')

最后把views添加到nenew/nenew/urls.py中

from django.contrib import admin
from django.urls import path
from nenewtest import views
 
urlpatterns = [
  path('admin/', admin.site.urls),
  path('test/', views.nenewtest),
]

然后在项目目录nenew执行

celery -A nenew worker -l info

这时候worker启动正常会显示：

-------------- <a href="/cdn-cgi/l/email-protection" rel="external nofollow" data-cfemail="2c4f4940495e556c424942495b">[email protected]</a> v4.2.1 (windowlicker)
---- **** -----
--- * ***  * -- Linux-4.15.0-39-generic-x86_64-with-Ubuntu-18.04-bionic 2018-11-23 17:31:25
-- * - **** ---
- ** ---------- [config]
- ** ---------- .> app:         nenew:0x7fdc5a155cc0
- ** ---------- .> transport:   redis://localhost:6379/1
- ** ---------- .> results:     redis://localhost:6379/0
- *** --- * --- .> concurrency: 1 (prefork)
-- ******* ---- .> task events: OFF (enable -E to monitor tasks in this worker)
--- ***** -----
 -------------- [queues]
                .> celery           exchange=celery(direct) key=celery

这样类似的信息，然后我们启动项目，这里需要新开一个shell：

python3 manage.py runserver 0:80

这样我们就可以通过80端口直接访问我们的web了。地址是http://locahost/test

当我们这里访问正常后，在worker界面会有

[2018-11-23 18:09:19,469: INFO/MainProcess] Received task: nenewtest.tasks.add[35faa0fe-dd48-4f8d-9559-516556a93a40]
[2018-11-23 18:09:19,470: INFO/ForkPoolWorker-1] Task nenewtest.tasks.add[35faa0fe-dd48-4f8d-9559-516556a93a40] succeeded in 0.00031037399821798317s: '22'

如下语句表示执行成功，这样子就表示通过Django的网页我们对celery任务的异步执行成功。

当然，按照我的方法是可以一步成功的，因为奶牛已经踩了一整天的坑了，被一个错误郁闷得不要不要的。

AttributeError: 'float' object has no attribute 'items'

就是这个错误，查遍国内的所有网站都没有结果，然后就去bing的国际版查，然后发现果然是有bug在啊，奶牛这一天浪费得可真是够了。

这是celery的一个issue，在地址https://github.com/celery/celery/issues/5175，issue里面提及在2018/11/22日it'sfixedinkombuandcelerymaster。问题的根源是celery对redis3的支持不好，补救方法是

Solution: Roll back redis with pip: pip install redis==2.10.6

然后在commit里面找到是对requirements/extras/redis.txt文件进行版本限定。

-redis>=2.10.5
+redis>=2.10.5,<3

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