
Celery Integration for Django¶
Contents:
django-celery - Celery Integration for Django¶

Version: | 2.5.3 |
---|---|
Web: | http://celeryproject.org/ |
Download: | http://pypi.python.org/pypi/django-celery/ |
Source: | http://github.com/ask/django-celery/ |
Keywords: | celery, task queue, job queue, asynchronous, rabbitmq, amqp, redis, python, django, webhooks, queue, distributed |
–
django-celery provides Celery integration for Django; Using the Django ORM
and cache backend for storing results, autodiscovery of task modules
for applications listed in INSTALLED_APPS
, and more.
Using django-celery¶
To enable django-celery
for your project you need to add djcelery
to
INSTALLED_APPS
:
INSTALLED_APPS += ("djcelery", )
then add the following lines to your settings.py
:
import djcelery
djcelery.setup_loader()
Everything works the same as described in the Celery User Manual, except you
need to invoke the programs through manage.py
:
Program | Replace with |
---|---|
celeryd |
python manage.py celeryd |
celeryctl |
python manage.py celeryctl |
celerybeat |
python manage.py celerybeat |
camqadm |
python manage.py camqadm |
celeryev |
python manage.py celeryev |
celeryd-multi |
python manage.py celeryd_multi |
The other main difference is that configuration values are stored in
your Django projects’ settings.py
module rather than in
celeryconfig.py
.
If you’re trying celery for the first time you should start by reading Getting started with django-celery
Special note for mod_wsgi users¶
If you’re using mod_wsgi
to deploy your Django application you need to
include the following in your .wsgi
module:
import djcelery
djcelery.setup_loader()
Documentation¶
The Celery User Manual contains user guides, tutorials and an API reference. Also the django-celery documentation, contains information about the Django integration.
Installation¶
You can install django-celery
either via the Python Package Index (PyPI)
or from source.
To install using pip
,:
$ pip install django-celery
To install using easy_install
,:
$ easy_install django-celery
You will then want to create the necessary tables. If you are using south for schema migrations, you’ll want to:
$ python manage.py migrate djcelery
For those who are not using south, a normal syncdb will work:
$ python manage.py syncdb
Downloading and installing from source¶
Download the latest version of django-celery
from
http://pypi.python.org/pypi/django-celery/
You can install it by doing the following,:
$ tar xvfz django-celery-0.0.0.tar.gz
$ cd django-celery-0.0.0
# python setup.py install # as root
Using the development version¶
You can clone the git repository by doing the following:
$ git clone git://github.com/ask/django-celery.git
Getting Help¶
Mailing list¶
For discussions about the usage, development, and future of celery, please join the celery-users mailing list.
Bug tracker¶
If you have any suggestions, bug reports or annoyances please report them to our issue tracker at http://github.com/ask/django-celery/issues/
Contributing¶
Development of django-celery
happens at Github:
http://github.com/ask/django-celery
You are highly encouraged to participate in the development. If you don’t like Github (for some reason) you’re welcome to send regular patches.
Getting Started¶
First steps with Django¶
This document has been moved into the main Celery documentation, you can find it at:;
Frequently Asked Questions¶
Generating a template in a task doesn’t seem to respect my i18n settings?¶
Answer: To enable the Django translation machinery you need to activate it with a language. Note: Be sure to reset to the previous language when done.
>>> from django.utils import translation
>>> prev_language = translation.get_language()
>>> translation.activate(language)
>>> try:
... render_template()
... finally:
translation.activate(prev_language)
The common pattern here would be for the task to take a language
argument:
from celery.decorators import task
from django.utils import translation
from django.template.loader import render_to_string
@task()
def generate_report(template="report.html", language=None):
prev_language = translation.get_language()
language and translation.activate(language)
try:
report = render_to_string(template)
finally:
translation.activate(prev_language)
save_report_somewhere(report)
The celery test-suite is failing¶
Answer: If you’re running tests from your Django project, and the celery test suite is failing in that context, then follow the steps below. If the celery tests are failing in another context, please report an issue to our issue tracker at GitHub:
That Django is running tests for all applications in INSTALLED_APPS
by default is a pet peeve for many. You should use a test runner that either
- Explicitly lists the apps you want to run tests for, or
- Make a test runner that skips tests for apps you don’t want to run.
For example the test runner that celery is using:
To use this test runner, add the following to your settings.py
:
TEST_RUNNER = "djcelery.tests.runners.CeleryTestSuiteRunner",
TEST_APPS = (
"app1",
"app2",
"app3",
"app4",
)
Or, if you just want to skip the celery tests:
INSTALLED_APPS = (.....)
TEST_RUNNER = "djcelery.tests.runners.CeleryTestSuiteRunner",
TEST_APPS = filter(lambda k: k != "celery", INSTALLED_APPS)
Cookbook¶
Unit Testing¶
Testing with Django¶
The first problem you’ll run in to when trying to write a test that runs a task is that Django’s test runner doesn’t use the same database as your celery daemon is using. If you’re using the database backend, this means that your tombstones won’t show up in your test database and you won’t be able to get the return value or check the status of your tasks.
There are two ways to get around this. You can either take advantage of
CELERY_ALWAYS_EAGER = True
to skip the daemon, or you can avoid testing
anything that needs to check the status or result of a task.
Using a custom test runner to test with celery¶
If you’re going the CELERY_ALWAYS_EAGER
route, which is probably better than
just never testing some parts of your app, a custom Django test runner does the
trick. Celery provides a simple test runner, but it’s easy enough to roll your
own if you have other things that need to be done.
http://docs.djangoproject.com/en/dev/topics/testing/#defining-a-test-runner
For this example, we’ll use the djcelery.contrib.test_runner
to test the
add
task from the User Guide: Tasks examples in the Celery
documentation.
To enable the test runner, set the following settings:
TEST_RUNNER = 'djcelery.contrib.test_runner.CeleryTestSuiteRunner'
Then we can put the tests in a tests.py
somewhere:
from django.test import TestCase
from myapp.tasks import add
class AddTestCase(TestCase):
def testNoError(self):
"""Test that the ``add`` task runs with no errors,
and returns the correct result."""
result = add.delay(8, 8)
self.assertEquals(result.get(), 16)
self.assertTrue(result.successful())
This test assumes that you put your example add
task in maypp.tasks
so adjust the import for wherever you put the class.
This page contains common recipes and techniques.
API Reference¶
Release: | 2.5 |
---|---|
Date: | Nov 16, 2017 |
Views - djcelery.views¶
URLs - djcelery.urls¶
Django Models - celery.models¶
-
TASK_STATUS_PENDING
¶ The string status of a pending task.
-
TASK_STATUS_RETRY
¶ The string status of a task which is to be retried.
-
TASK_STATUS_FAILURE
¶ The string status of a failed task.
-
TASK_STATUS_DONE
¶ The string status of a task that was successfully executed.
-
TASK_STATUSES
¶ List of possible task statuses.
-
TASK_STATUSES_CHOICES
¶ Django tuple of possible values for the task statuses, for usage in model/form fields
choices
argument.
-
class
TaskMeta
¶ Model for storing the result and status of a task.
Note Only used if you’re running the
database
backend.-
task_id
¶ The unique task id.
-
status
¶ The current status for this task.
-
result
¶ The result after successful/failed execution. If the task failed, this contains the execption it raised.
-
date_done
¶ The date this task changed status.
-
-
class
PeriodicTaskMeta
¶ Metadata model for periodic tasks.
-
name
¶ The name of this task, as registered in the task registry.
-
last_run_at
¶ The date this periodic task was last run. Used to find out when it should be run next.
-
total_run_count
¶ The number of times this periodic task has been run.
-
task
¶ The class/function for this task.
-
delay
()¶ -
Delay the execution of a periodic task, and increment its total
-
run count.
-
Managers - djcelery.managers¶
Celery Loaders - djcelery.loaders¶
Periodic Task Schedulers - djcelery.schedulers¶
Event Snapshots - djcelery.snapshot¶
Database Backend - djcelery.backends.database¶
Cache Backend - djcelery.backends.cache¶
Contrib: Test Runner - djcelery.contrib.test_runner¶
Humanize utils - djcelery.humanize¶
Change history¶
2.5.3¶
release-date: | 2012-04-13 06:16 P.M GMT |
---|---|
by: | Ask Solem |
2.5.2 release broke installation because of an import in the package.
Fixed by not having setup.py import the djcelery module anymore, but rather parsing the package file for metadata.
2.5.2¶
release-date: | 2012-04-13 05:00 P.M GMT |
---|---|
by: | Ask Solem |
PeriodicTask admin now lists the enabled field in the list view
Contributed by Gabe Jackson.
Fixed a compatibility issue with Django < 1.3
Fix contributed by Roman Barczyski
Admin monitor now properly escapes args and kwargs.
Fix contributed by Serj Zavadsky
PeriodicTask admin now gives error if no schedule set (or both set) (Issue #126).
examples/demoproject has been updated to use the Django 1.4 template.
Database connection is no longer closed for eager tasks (Issue #116).
Fix contributed by Mark Lavin.
The first-steps document for django-celery has been moved to the main Celery documentation.
djcelerymon command no longer worked properly, this has now been fixed (Issue #123).
2.5.1¶
release-date: | 2012-03-01 01:00 P.M GMT |
---|---|
by: | Ask Solem |
Fixes¶
Now depends on Celery 2.5.1
Fixed problem with recursive imports when USE_I18N was enabled (Issue #109).
The
CELERY_DB_REUSE_MAX
setting was not honored.The djcelerymon command no longer runs with DEBUG.
To enable debug you can set the
DJCELERYMON_DEBUG
environment variable.Fixed eventlet/gevent compatability with Django 1.4’s new thread sharing detection.
Now depends on django-picklefield 0.2.0 or greater.
Previous versions would not work correctly with Django 1.4.
2.5.0¶
release-date: | 2012-02-24 02:00 P.M GMT |
---|---|
by: | Ask Solem |
Important Notes¶
Now depends on Celery 2.5.
Database schema has been updated.
After upgrading you need migrate using South, or migrate manually as described below.
These changes means that expiring results will be faster and take less memory than before.
In addition a description field to the PeriodicTask model has been added so that the purpose of a periodic task in the database can be documented via the Admin interface.
South Migration
To migrate using South execute the following command:
$ python manage.py migrate djcelery
If this is a new project that is also using South then you need to fake the migration:
$ python manage.y migrate djcelery –fake
Manual Migration
To manually add the new fields,
using PostgreSQL:
using MySQL:
ALTER TABLE celery_taskmeta ADD hidden TINYINT NOT NULL DEFAULT 0; ALTER TABLE celery_tasksetmeta ADD hidden TINYINT NOT NULL DEFAULT 0; ALTER TABLE djcelery_periodictask ADD description TEXT NOT NULL DEFAULT "";
using SQLite:
ALTER TABLE celery_taskmeta ADD hidden BOOL NOT NULL DEFAULT FALSE; ALTER TABLE celery_tasksetmeta ADD hidden BOOL NOT NULL DEFAULT FALSE; ALTER TABLE djcelery_periodictask ADD description VARCHAR(200) NOT NULL DEFAULT "";
News¶
Auto-discovered task modules now works with the new auto-reloader functionality.
The database periodic task scheduler now tried to recover from operational database errors.
The periodic task schedule entry now accepts both int and timedelta (Issue #100).
‘Connection already closed’ errors occurring while closing the database connection are now ignored (Issue #93).
The
djcelerymon
command used to start a Django admin monitor instance outside of Django projects now starts without a celery config module.Should now work with Django 1.4’s new timezone support.
Contributed by Jannis Leidel and Donald Stufft.
South migrations did not work properly.
Fix contributed by Christopher Grebs.
celeryd-multi now preserves django-related arguments, like
--settings
(Issue #94).Migrations now work with Django < 1.3 (Issue #92).
Fix contributed by Jude Nagurney.
The expiry of the database result backend can now be an int (Issue #84).
2.4.2¶
release-date: | 2011-11-14 12:00 P.M GMT |
---|
Fixed syntax error in South migrations code (Issue #88).
Fix contributed by Olivier Tabone.
2.4.1¶
release-date: | 2011-11-07 06:00 P.M GMT |
---|---|
by: | Ask Solem |
- Management commands was missing command line arguments because of recent changes to Celery.
- Management commands now supports the
--broker|-b
option. - South migrations now ignores errors when tables already exist.
2.4.0¶
release-date: | 2011-11-04 04:00 P.M GMT |
---|---|
by: | Ask Solem |
Important Notes¶
This release adds South migrations, which well assist users in automatically updating their database schemas with each django-celery release.
News¶
Now depends on Celery 2.4.0 or higher.
South migrations have been added.
Migration 0001 is a snapshot from the previous stable release (2.3.3). For those who do not use South, no action is required. South users will want to read the Upgrading for south users section below.
Contributed by Greg Taylor.
Test runner now compatible with Django 1.4.
Test runners are now classes instead of functions, so you have to change the
TEST_RUNNER
setting to read:TEST_RUNNER = "djcelery.contrib.test_runner.CeleryTestSuiteRunner"
Contributed by Jonas Haag.
Upgrading for south users¶
For those that are already using django-celery 2.3.x, you’ll need to fake the
newly added migration 0001, since your database already has the current
djcelery_*
and celery_*
tables:
$ python manage.py migrate djcelery 0001 --fake
If you’re upgrading from the 2.2.x series, you’ll want to drop/reset your
celery_*
and djcelery_*
tables and run the migration:
$ python manage.py migrate djcelery
2.3.3¶
release-date: | 2011-08-22 12:00 AM BST |
---|
- Precedence issue caused database backend tables to not be created (Issue #62).
2.3.1¶
release-date: | 2011-08-11 12:00 PM BST |
---|
Django database result backend tables were not created.
If you are having troubles because of this, be sure you do a
syncdb
after upgrading, that should resolve the issue.
2.3.0¶
release-date: | 2011-08-05 12:00 PM BST |
---|
Now depends on Celery 2.3.0
Please read the Celery 2.3.0 changelog!
2.2.4¶
celerybeat: DatabaseScheduler would not react to changes when using MySQL and the default transaction isolation level
REPEATABLE-READ
(Issue #41).It is still recommended that you use isolation level
READ-COMMITTED
(see the Celery FAQ).
2.2.3¶
release-date: | 2011-02-12 16:00 PM CET |
---|
- celerybeat: DatabaseScheduler did not respect the disabled setting after restart.
- celeryevcam: Expiring objects now works on PostgreSQL.
- Now requires Celery 2.2.3
2.2.2¶
release-date: | 2011-02-03 16:00 PM CET |
---|
- Now requires Celery 2.2.2
- Periodic Task Admin broke if the CELERYBEAT_SCHEDULE setting was not set.
- DatabaseScheduler No longer creates duplicate interval models.
- The djcelery admin templates were not included in the distribution.
2.2.0¶
release-date: | 2011-02-01 10:00 AM CET |
---|
- Now depends on Celery v2.2.0
- djceleryadm: Adds task actions Kill and Terminate task
- celerycam: Django’s queryset.delete() fetches everything in memory THEN deletes, so we need to use raw SQL to expire objects.
- djcelerymon: Added Command.stdout + Command.stderr (Issue #23).
- Need to close any open database connection after any embedded celerybeat process forks.
- Added contrib/requirements/py25.txt
- Demoproject now does
djcelery.setup_loader
in settings.py.
2.1.1¶
release-date: | 2010-10-14 02:00 PM CEST |
---|
Now depends on Celery v2.1.1.
Snapshots: Fixed bug with losing events.
Snapshots: Limited the number of worker timestamp updates to once every second.
Snapshot: Handle transaction manually and commit every 100 task updates.
snapshots: Can now configure when to expire task events.
New settings:
CELERYCAM_EXPIRE_SUCCESS
(default 1 day),CELERYCAM_EXPIRE_ERROR
(default 3 days), andCELERYCAM_EXPIRE_PENDING
(default 5 days).
Snapshots:
TaskState.args
andTaskState.kwargs
are now represented asTextField
instead ofCharField
.If you need to represent arguments larger than 200 chars you have to migrate the table.
transaction.commit_manually
doesn’t accept arguments on older Django version.Should now work with Django versions previous to v1.2.
The tests doesn’t need
unittest2
anymore if running on Python 2.7.
2.1.0¶
release-date: | 2010-10-08 12:00 PM CEST |
---|
Important Notes¶
This release depends on Celery version 2.1.0. Be sure to read the Celery changelog before you upgrade: http://ask.github.com/celery/changelog.html#version-2-1-0
News¶
The periodic task schedule can now be stored in the database and edited via the Django Admin interface.
To use the new database schedule you need to start
celerybeat
with the following argument:$ python manage.py celerybeat -S djcelery.schedulers.DatabaseScheduler
Note that you need to add your old periodic tasks to the database manually (using the Django admin interface for example).
New Celery monitor for the Django Admin interface.
To start monitoring your workers you have to start your workers in event mode:
$ python manage.py celeryd -E
(you can do this without restarting the server too:
>>> from celery.task.control import broadcast >>> broadcast("enable_events")
You need to do a syncdb to create the new tables:
python manage.py syncdb
Then you need to start the snapshot camera:
$ python manage.py celerycam -f 2.0
This will take a snapshot of the events every 2 seconds and store it in the database.
2.0.2¶
Important notes¶
Due to some applications loading the Django models lazily, it is recommended that you add the following lines to your
settings.py
:import djcelery djcelery.setup_loader() This will ensure the Django celery loader is set even though the model modules haven't been imported yet.