periodic-tasks.rst 11 KB

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  1. .. _guide-beat:
  2. ================
  3. Periodic Tasks
  4. ================
  5. .. contents::
  6. :local:
  7. Introduction
  8. ============
  9. :program:`celery beat` is a scheduler. It kicks off tasks at regular intervals,
  10. which are then executed by the worker nodes available in the cluster.
  11. By default the entries are taken from the :setting:`CELERYBEAT_SCHEDULE` setting,
  12. but custom stores can also be used, like storing the entries
  13. in an SQL database.
  14. You have to ensure only a single scheduler is running for a schedule
  15. at a time, otherwise you would end up with duplicate tasks. Using
  16. a centralized approach means the schedule does not have to be synchronized,
  17. and the service can operate without using locks.
  18. .. _beat-timezones:
  19. Time Zones
  20. ==========
  21. The periodic task schedules uses the UTC time zone by default,
  22. but you can change the time zone used using the :setting:`CELERY_TIMEZONE`
  23. setting.
  24. If you use a time zone other than UTC it's recommended to install the
  25. :mod:`pytz` library as this can improve the accuracy and keep your timezone
  26. specifications up to date:
  27. .. code-block:: bash
  28. $ pip install -U pytz
  29. An example time zone could be `Europe/London`:
  30. .. code-block:: python
  31. CELERY_TIMEZONE = 'Europe/London'
  32. .. admonition:: Changing the time zone
  33. The default scheduler (storing the schedule in the :file:`celerybeat-schedule`
  34. file) will automatically detect that the timezone has changed, and so will
  35. reset the schedule itself, but other schedulers may not be so smart (e.g. the
  36. Django database scheduler) and in that case you will have to reset the
  37. schedule manually.
  38. .. _beat-entries:
  39. Entries
  40. =======
  41. To schedule a task periodically you have to add an entry to the
  42. :setting:`CELERYBEAT_SCHEDULE` setting.
  43. Example: Run the `tasks.add` task every 30 seconds.
  44. .. code-block:: python
  45. from datetime import timedelta
  46. CELERYBEAT_SCHEDULE = {
  47. 'runs-every-30-seconds': {
  48. 'task': 'tasks.add',
  49. 'schedule': timedelta(seconds=30),
  50. 'args': (16, 16)
  51. },
  52. }
  53. CELERY_TIMEZONE = 'UTC'
  54. Using a :class:`~datetime.timedelta` for the schedule means the task will
  55. be executed 30 seconds after `celery beat` starts, and then every 30 seconds
  56. after the last run. A crontab like schedule also exists, see the section
  57. on `Crontab schedules`_.
  58. .. _beat-entry-fields:
  59. Available Fields
  60. ----------------
  61. * `task`
  62. The name of the task to execute.
  63. * `schedule`
  64. The frequency of execution.
  65. This can be the number of seconds as an integer, a
  66. :class:`~datetime.timedelta`, or a :class:`~celery.schedules.crontab`.
  67. You can also define your own custom schedule types, by extending the
  68. interface of :class:`~celery.schedules.schedule`.
  69. * `args`
  70. Positional arguments (:class:`list` or :class:`tuple`).
  71. * `kwargs`
  72. Keyword arguments (:class:`dict`).
  73. * `options`
  74. Execution options (:class:`dict`).
  75. This can be any argument supported by
  76. :meth:`~celery.task.base.Task.apply_async`,
  77. e.g. `exchange`, `routing_key`, `expires`, and so on.
  78. * `relative`
  79. By default :class:`~datetime.timedelta` schedules are scheduled
  80. "by the clock". This means the frequency is rounded to the nearest
  81. second, minute, hour or day depending on the period of the timedelta.
  82. If `relative` is true the frequency is not rounded and will be
  83. relative to the time when :program:`celery beat` was started.
  84. .. _beat-crontab:
  85. Crontab schedules
  86. =================
  87. If you want more control over when the task is executed, for
  88. example, a particular time of day or day of the week, you can use
  89. the :class:`~celery.schedules.crontab` schedule type:
  90. .. code-block:: python
  91. from celery.schedules import crontab
  92. CELERYBEAT_SCHEDULE = {
  93. # Executes every Monday morning at 7:30 A.M
  94. 'every-monday-morning': {
  95. 'task': 'tasks.add',
  96. 'schedule': crontab(hour=7, minute=30, day_of_week=1),
  97. 'args': (16, 16),
  98. },
  99. }
  100. The syntax of these crontab expressions are very flexible. Some examples:
  101. +-----------------------------------------+--------------------------------------------+
  102. | **Example** | **Meaning** |
  103. +-----------------------------------------+--------------------------------------------+
  104. | ``crontab()`` | Execute every minute. |
  105. +-----------------------------------------+--------------------------------------------+
  106. | ``crontab(minute=0, hour=0)`` | Execute daily at midnight. |
  107. +-----------------------------------------+--------------------------------------------+
  108. | ``crontab(minute=0, hour='*/3')`` | Execute every three hours: |
  109. | | 3am, 6am, 9am, noon, 3pm, 6pm, 9pm. |
  110. +-----------------------------------------+--------------------------------------------+
  111. | ``crontab(minute=0,`` | Same as previous. |
  112. | ``hour=[0,3,6,9,12,15,18,21])`` | |
  113. +-----------------------------------------+--------------------------------------------+
  114. | ``crontab(minute='*/15')`` | Execute every 15 minutes. |
  115. +-----------------------------------------+--------------------------------------------+
  116. | ``crontab(day_of_week='sunday')`` | Execute every minute (!) at Sundays. |
  117. +-----------------------------------------+--------------------------------------------+
  118. | ``crontab(minute='*',`` | Same as previous. |
  119. | ``hour='*',`` | |
  120. | ``day_of_week='sun')`` | |
  121. +-----------------------------------------+--------------------------------------------+
  122. | ``crontab(minute='*/10',`` | Execute every ten minutes, but only |
  123. | ``hour='3,17,22',`` | between 3-4 am, 5-6 pm and 10-11 pm on |
  124. | ``day_of_week='thu,fri')`` | Thursdays or Fridays. |
  125. +-----------------------------------------+--------------------------------------------+
  126. | ``crontab(minute=0, hour='*/2,*/3')`` | Execute every even hour, and every hour |
  127. | | divisible by three. This means: |
  128. | | at every hour *except*: 1am, |
  129. | | 5am, 7am, 11am, 1pm, 5pm, 7pm, |
  130. | | 11pm |
  131. +-----------------------------------------+--------------------------------------------+
  132. | ``crontab(minute=0, hour='*/5')`` | Execute hour divisible by 5. This means |
  133. | | that it is triggered at 3pm, not 5pm |
  134. | | (since 3pm equals the 24-hour clock |
  135. | | value of "15", which is divisible by 5). |
  136. +-----------------------------------------+--------------------------------------------+
  137. | ``crontab(minute=0, hour='*/3,8-17')`` | Execute every hour divisible by 3, and |
  138. | | every hour during office hours (8am-5pm). |
  139. +-----------------------------------------+--------------------------------------------+
  140. | ``crontab(day_of_month='2')`` | Execute on the second day of every month. |
  141. | | |
  142. +-----------------------------------------+--------------------------------------------+
  143. | ``crontab(day_of_month='2-30/3')`` | Execute on every even numbered day. |
  144. | | |
  145. +-----------------------------------------+--------------------------------------------+
  146. | ``crontab(day_of_month='1-7,15-21')`` | Execute on the first and third weeks of |
  147. | | the month. |
  148. +-----------------------------------------+--------------------------------------------+
  149. | ``crontab(day_of_month='11',`` | Execute on 11th of May every year. |
  150. | ``month_of_year='5')`` | |
  151. +-----------------------------------------+--------------------------------------------+
  152. | ``crontab(month_of_year='*/3')`` | Execute on the first month of every |
  153. | | quarter. |
  154. +-----------------------------------------+--------------------------------------------+
  155. See :class:`celery.schedules.crontab` for more documentation.
  156. .. _beat-timezones:
  157. Timezones
  158. =========
  159. By default the current local timezone is used, but you can also set a specific
  160. timezone by enabling the :setting:`CELERY_ENABLE_UTC` setting and configuring
  161. the :setting:`CELERY_TIMEZONE` setting:
  162. .. code-block:: python
  163. CELERY_ENABLE_UTC = True
  164. CELERY_TIMEZONE = 'Europe/London'
  165. .. admonition:: Django Users
  166. For Django users the timezone specified in the ``TIME_ZONE`` setting
  167. will be used, but *not if the :setting:`CELERY_ENABLE_UTC` setting is
  168. enabled*.
  169. Celery is also compatible with the new ``USE_TZ`` setting introduced
  170. in Django 1.4.
  171. .. note::
  172. The `pytz`_ library is recommended when setting a default timezone.
  173. If :mod:`pytz` is not installed it will fallback to the mod:`dateutil`
  174. library, which depends on a system timezone file being available for
  175. the timezone selected.
  176. Timezone definitions change frequently, so for the best results
  177. an up to date :mod:`pytz` installation should be used.
  178. .. _`pytz`: http://pypi.python.org/pypi/pytz/
  179. .. _beat-starting:
  180. Starting the Scheduler
  181. ======================
  182. To start the :program:`celery beat` service:
  183. .. code-block:: bash
  184. $ celery beat
  185. You can also start embed `beat` inside the worker by enabling
  186. workers `-B` option, this is convenient if you only intend to
  187. use one worker node:
  188. .. code-block:: bash
  189. $ celery worker -B
  190. Beat needs to store the last run times of the tasks in a local database
  191. file (named `celerybeat-schedule` by default), so it needs access to
  192. write in the current directory, or alternatively you can specify a custom
  193. location for this file:
  194. .. code-block:: bash
  195. $ celery beat -s /home/celery/var/run/celerybeat-schedule
  196. .. note::
  197. To daemonize beat see :ref:`daemonizing`.
  198. .. _beat-custom-schedulers:
  199. Using custom scheduler classes
  200. ------------------------------
  201. Custom scheduler classes can be specified on the command line (the `-S`
  202. argument). The default scheduler is :class:`celery.beat.PersistentScheduler`,
  203. which is simply keeping track of the last run times in a local database file
  204. (a :mod:`shelve`).
  205. `django-celery` also ships with a scheduler that stores the schedule in the
  206. Django database:
  207. .. code-block:: bash
  208. $ celery beat -S djcelery.schedulers.DatabaseScheduler
  209. Using `django-celery`'s scheduler you can add, modify and remove periodic
  210. tasks from the Django Admin.