python - Celery 任务在 Django 应用程序中执行多次

Question

我有一个 Django 应用程序，我在 task.py 下定义了一些 @task 函数，以在给定的定期任务中执行。我 100% 确定该问题不是由 task.py 或任何相关代码引起的，而是由于 settings.py 或我的 celery Worker 中可能存在某些配置。

任务确实以周期性任务执行，但多次执行。

以下是 celery 工作日志:

celery -A cimexmonitor worker --loglevel=info -B -c 4

[2019-09-19 21:22:16,360: INFO/ForkPoolWorker-5] Project Monitor Started : APPProject1
[2019-09-19 21:22:16,361: INFO/ForkPoolWorker-4] Project Monitor Started : APPProject1
[2019-09-19 21:25:22,108: INFO/ForkPoolWorker-4] Project Monitor DONE : APPProject1
[2019-09-19 21:25:45,255: INFO/ForkPoolWorker-5] Project Monitor DONE : APPProject1
[2019-09-20 00:22:16,395: INFO/ForkPoolWorker-4] Project Monitor Started : APPProject2
[2019-09-20 00:22:16,398: INFO/ForkPoolWorker-5] Project Monitor Started : APPProject2
[2019-09-20 01:22:11,554: INFO/ForkPoolWorker-5] Project Monitor DONE : APPProject2
[2019-09-20 01:22:12,047: INFO/ForkPoolWorker-4] Project Monitor DONE : APPProject2

• 如果您检查上述时间间隔，tasks.py 会执行一个任务，但 2 个 celery 工作人员会执行该任务并以相同的时间间隔执行相同的任务。我不明白为什么 2 个 worker 承担一项任务？

• settings.py

..
..
# Internationalization
# https://docs.djangoproject.com/en/2.1/topics/i18n/

LANGUAGE_CODE = 'en-us'

TIME_ZONE = 'Asia/Kolkata'

USE_I18N = True

USE_L10N = True

USE_TZ = True
..
..
..
######## CELERY : CONFIG
CELERY_BROKER_URL = 'redis://localhost:6379'
CELERY_RESULT_BACKEND = 'redis://localhost:6379'
CELERY_ACCEPT_CONTENT = ['application/json']
CELERY_TASK_SERIALIZER = 'json'
CELERY_RESULT_SERIALIZER = 'json'
CELERY_ENABLE_UTC = True
CELERYBEAT_SCHEDULER = 'django_celery_beat.schedulers:DatabaseScheduler'

• celery.py

from __future__ import absolute_import, unicode_literals
from celery import Celery 
import os
from django.conf import settings

os.environ.setdefault('DJANGO_SETTINGS_MODULE','cimexmonitor.settings')
## set the default Django settings module for the 'celery' program.

# Using a string here means the worker don't have to serialize
# the configuration object to child processes.
# - namespace='CELERY' means all celery-related configuration keys
#   should have a `CELERY_` prefix.

app = Celery('cimexmonitor')
#app.config_from_object('django.conf:settings', namespace='CELERY') 
app.config_from_object('django.conf:settings')
# Load task modules from all registered Django app configs.
app.autodiscover_tasks(settings.INSTALLED_APPS)

@app.task(bind=True)
def debug_task(self):
    print('Request: {0!r}'.format(self.request))

• 其他信息:

→ celery --version
4.3.0 (rhubarb)

→ redis-server --version
Redis server v=3.0.6 sha=00000000:0 malloc=jemalloc-3.6.0 bits=64 build=7785291a3d2152db

django-admin-interface==0.9.2
django-celery-beat==1.5.0

• 请帮助我调试问题的方法:

谢谢

Answer 1

worker 和beat 服务需要同时运行，以便按照https://github.com/celery/django-celery-beat 定期执行任务

• worker :

 $ celery -A [project-name] worker --loglevel=info -B -c 5

• Django 调度程序:

celery -A [project-name] beat -l info --scheduler django_celery_beat.schedulers:DatabaseScheduler

• 我同时运行工作程序和数据库调度程序，根据文档所述，这导致问题同时执行，我真的不确定celery工作程序 同时开始作为数据库调度程序工作。
• 只需运行celeryworker就解决了我的问题。