Celery，Django和Scrapy：从django应用程序导入时出错

我正在使用 celery （和 django-celery ）来允许用户通过django admin启动定期搜索 . 这是一个更大的项目的一部分，但我把问题归结为一个最小的例子 .

首先，celery / celerybeat正在运行daemonized . 如果我用我的django项目目录 celery -A evofrontend worker -B -l info 然后 I get no issues 奇怪地运行它们 .

当我运行celery / celerybeat作为守护进程然后我得到一个奇怪的导入错误：

[2016-01-06 03:05:12,292: ERROR/MainProcess] Task evosched.tasks.scrapingTask[e18450ad-4dc3-47a0-b03d-4381a0e65c31] raised unexpected: ImportError('No module named myutils',)
Traceback (most recent call last):
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/celery/app/trace.py", line 240, in trace_task
    R = retval = fun(*args, **kwargs)
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/celery/app/trace.py", line 438, in __protected_call__
    return self.run(*args, **kwargs)
  File "evosched/tasks.py", line 35, in scrapingTask
    cs = CrawlerScript('TestSpider', scrapy_settings)
  File "evosched/tasks.py", line 13, in __init__
    self.crawler = CrawlerProcess(scrapy_settings)
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/crawler.py", line 209, in __init__
    super(CrawlerProcess, self).__init__(settings)
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/crawler.py", line 115, in __init__
    self.spider_loader = _get_spider_loader(settings)
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/crawler.py", line 296, in _get_spider_loader
    return loader_cls.from_settings(settings.frozencopy())
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/spiderloader.py", line 30, in from_settings
    return cls(settings)
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/spiderloader.py", line 21, in __init__
    for module in walk_modules(name):
  File "/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages/scrapy/utils/misc.py", line 71, in walk_modules
    submod = import_module(fullpath)
  File "/usr/lib/python2.7/importlib/__init__.py", line 37, in import_module
    __import__(name)
  File "retail/spiders/Retail_spider.py", line 16, in <module>
ImportError: No module named myutils

即使蜘蛛从django项目应用程序导入时仍有问题，尽管将相关内容添加到syslog中并执行 django.setup() .

我的预感是这可能是由初始化期间的" circular import"引起的，但我不确定（有关相同错误的注释，请参阅here）

Celery daemon config

为了完整起见，celeryd和celerybeat配置脚本是：

# /etc/default/celeryd
CELERYD_NODES="worker1"

CELERY_BIN="/home/lee/Desktop/pyco/evo-scraping-min/venv/bin/celery"

CELERY_APP="evofrontend"
DJANGO_SETTINGS_MODULE="evofrontend.settings"

CELERYD_CHDIR="/home/lee/Desktop/pyco/evo-scraping-min/evofrontend"

CELERYD_OPTS="--concurrency=1"

# Workers should run as an unprivileged user.
CELERYD_USER="lee"
CELERYD_GROUP="lee"

CELERY_CREATE_DIRS=1

和

# /etc/default/celerybeat 
CELERY_BIN="/home/lee/Desktop/pyco/evo-scraping-min/venv/bin/celery"

CELERY_APP="evofrontend"
CELERYBEAT_CHDIR="/home/lee/Desktop/pyco/evo-scraping-min/evofrontend/"

# Django settings module
export DJANGO_SETTINGS_MODULE="evofrontend.settings"

它们主要基于the generic ones，在我的virtualenv而不是系统中抛出Django设置并使用celery bin .

我也在使用 init.d 脚本the generic ones .

Project structure

至于项目：它住在 /home/lee/Desktop/pyco/evo-scraping-min . 其下的所有文件都拥有 lee:lee . dir包含Scrapy（evo-retail）和Django（evofrontend）项目，它们都在它下面，完整的树结构看起来像

├── evofrontend
│   ├── db.sqlite3
│   ├── evofrontend
│   │   ├── celery.py
│   │   ├── __init__.py
│   │   ├── settings.py
│   │   ├── urls.py
│   │   └── wsgi.py
│   ├── evosched
│   │   ├── __init__.py
│   │   ├── myutils.py
│   │   └── tasks.py
│   └── manage.py
└── evo-retail
    └── retail
        ├── logs
        ├── retail
        │   ├── __init__.py
        │   ├── settings.py
        │   └── spiders
        │       ├── __init__.py
        │       └── Retail_spider.py
        └── scrapy.cfg

Django project relevant files

现在相关文件： evofrontend/evofrontend/celery.py 看起来像

# evofrontend/evofrontend/celery.py
from __future__ import absolute_import
import os
from celery import Celery

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

from django.conf import settings

app = Celery('evofrontend')

# Using a string here means the worker will not have to
# pickle the object when using Windows.
app.config_from_object('django.conf:settings')
app.autodiscover_tasks(lambda: settings.INSTALLED_APPS)

Django设置文件 evofrontend/evofrontend/settings.py 中可能相关的设置是

import os
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir))

INSTALLED_APPS = (
    ...
    'djcelery',
    'evosched',
)

# Celery settings
BROKER_URL = 'amqp://guest:guest@localhost//'
CELERY_ACCEPT_CONTENT = ['json']
CELERY_TASK_SERIALIZER = 'json'
CELERY_RESULT_SERIALIZER = 'json'
CELERY_TIMEZONE = 'Europe/London'
CELERYD_MAX_TASKS_PER_CHILD = 1  # Each worker is killed after one task, this prevents issues with reactor not being restartable
# Use django-celery backend database
CELERY_RESULT_BACKEND = 'djcelery.backends.database:DatabaseBackend'
# Set periodic task
CELERYBEAT_SCHEDULER = "djcelery.schedulers.DatabaseScheduler"

调度应用程序 evosched 中的 tasks.py 看起来像（它只是在更改目录后使用相关设置启动Scrapy蜘蛛）

# evofrontend/evosched/tasks.py
from __future__ import absolute_import
from celery import shared_task
from celery.utils.log import get_task_logger
logger = get_task_logger(__name__)
import os
from scrapy.crawler import CrawlerProcess
from scrapy.utils.project import get_project_settings
from django.conf import settings as django_settings


class CrawlerScript(object):
    def __init__(self, spider, scrapy_settings):
        self.crawler = CrawlerProcess(scrapy_settings)
        self.spider = spider  # just a string

    def run(self, **kwargs):
        # Pass the kwargs (usually command line args) to the crawler
        self.crawler.crawl(self.spider, **kwargs)
        self.crawler.start()


@shared_task
def scrapingTask(**kwargs):

    logger.info("Start scrape...")

    # scrapy.cfg file here pointing to settings...
    base_dir = django_settings.BASE_DIR
    os.chdir(os.path.join(base_dir, '..', 'evo-retail/retail'))
    scrapy_settings = get_project_settings()

    # Run crawler
    cs = CrawlerScript('TestSpider', scrapy_settings)
    cs.run(**kwargs)

evofrontend/evosched/myutils.py 只包含（在这个最小的例子中）：

# evofrontend/evosched/myutils.py
 SCRAPY_XHR_HEADERS = 'SOMETHING'

Scrapy project relevant files

在完整的Scrapy项目中，设置文件看起来像

# evo-retail/retail/retail/settings.py
BOT_NAME = 'retail'

import os
PROJECT_ROOT = os.path.dirname(os.path.abspath(__file__))

SPIDER_MODULES = ['retail.spiders']
NEWSPIDER_MODULE = 'retail.spiders'

（在这个最小的例子中）蜘蛛就是

# evo-retail/retail/retail/spiders/Retail_spider.py
from scrapy.conf import settings as scrapy_settings
from scrapy.spiders import Spider
from scrapy.http import Request
import sys
import django
import os
import posixpath
SCRAPY_BASE_DIR = scrapy_settings['PROJECT_ROOT']
DJANGO_DIR = posixpath.normpath(os.path.join(SCRAPY_BASE_DIR, '../../../', 'evofrontend'))
sys.path.insert(0, DJANGO_DIR)
os.environ.setdefault("DJANGO_SETTINGS_MODULE", 'evofrontend.settings')
django.setup()
from evosched.myutils import SCRAPY_XHR_HEADERS

class RetailSpider(Spider):

    name = "TestSpider"

    def start_requests(self):
        print SCRAPY_XHR_HEADERS
        yield Request(url='http://www.google.com', callback=self.parse)

    def parse(self, response):
        print response.url
        return []

EDIT:

我通过大量的试验和错误发现，如果我尝试导入的应用程序是在我的 INSTALLED_APPS django设置中，那么它会因导入错误而失败，但如果我从那里删除应用程序，那么我就不再进行导入了错误（例如从 INSTALLED_APPS 删除 evosched 然后蜘蛛中的导入会很好......） . 显然不是解决方案，但可能是一个线索 .

EDIT 2

我在蜘蛛失败导入之前立即打印了 sys.path ，结果是

/home/lee/Desktop/pyco/evo-scraping-min/evofrontend/../evo-retail/retail 
/home/lee/Desktop/pyco/evo-scraping-min/venv/lib/python2.7
/home/lee/Desktop/pyco/evo-scraping-min/venv/lib/python2.7/plat-x86_64-linux-gnu
/home/lee/Desktop/pyco/evo-scraping-min/venv/lib/python2.7/lib-tk
/home/lee/Desktop/pyco/evo-scraping-min/venv/lib/python2.7/lib-old  
/home/lee/Desktop/pyco/evo-scraping-min/venv/lib/python2.7/lib-dynload
/usr/lib/python2.7
/usr/lib/python2.7/plat-x86_64-linux-gnu
/usr/lib/python2.7/lib-tk
/home/lee/Desktop/pyco/evo-scraping-min/venv/local/lib/python2.7/site-packages
/home/lee/Desktop/pyco/evo-scraping-min/evofrontend 
/home/lee/Desktop/pyco/evo-scraping-min/evo-retail/retail`

EDIT 3

如果我做 import evosched 然后 print dir(evosched) ，我看"tasks"如果我选择包含这样的文件，我也可以看到"models"，所以从模型导入实际上是可能的 . 但是，我没有看到" myutils" . 即使 from evosched import myutils 失败了，如果将语句放在下面的函数而不是全局函数中也会失败（我认为这可能会导致循环导入问题......） . 直接 import evosched 工作...可能 import evosched.utils 将起作用 . 还没试过......