job.py 21 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589
  1. import logging
  2. import os
  3. import sys
  4. import time
  5. import socket
  6. import warnings
  7. from datetime import datetime
  8. from celery import platforms
  9. from celery.app import app_or_default, current_app
  10. from celery.datastructures import ExceptionInfo
  11. from celery.exceptions import SoftTimeLimitExceeded, TimeLimitExceeded
  12. from celery.exceptions import WorkerLostError, RetryTaskError
  13. from celery.execute.trace import TaskTrace
  14. from celery.registry import tasks
  15. from celery.utils import noop, kwdict, fun_takes_kwargs
  16. from celery.utils import truncate_text
  17. from celery.utils.compat import log_with_extra
  18. from celery.utils.timeutils import maybe_iso8601
  19. from celery.worker import state
  20. # pep8.py borks on a inline signature separator and
  21. # says "trailing whitespace" ;)
  22. EMAIL_SIGNATURE_SEP = "-- "
  23. #: format string for the body of an error e-mail.
  24. TASK_ERROR_EMAIL_BODY = """
  25. Task %%(name)s with id %%(id)s raised exception:\n%%(exc)r
  26. Task was called with args: %%(args)s kwargs: %%(kwargs)s.
  27. The contents of the full traceback was:
  28. %%(traceback)s
  29. %(EMAIL_SIGNATURE_SEP)s
  30. Just to let you know,
  31. celeryd at %%(hostname)s.
  32. """ % {"EMAIL_SIGNATURE_SEP": EMAIL_SIGNATURE_SEP}
  33. #: Keys to keep from the message delivery info. The values
  34. #: of these keys must be pickleable.
  35. WANTED_DELIVERY_INFO = ("exchange", "routing_key", "consumer_tag", )
  36. class InvalidTaskError(Exception):
  37. """The task has invalid data or is not properly constructed."""
  38. class AlreadyExecutedError(Exception):
  39. """Tasks can only be executed once, as they might change
  40. world-wide state."""
  41. def default_encoding():
  42. if sys.platform.startswith("java"):
  43. return "utf-8"
  44. return sys.getfilesystemencoding()
  45. def safe_str(s, errors="replace"):
  46. encoding = default_encoding()
  47. try:
  48. if isinstance(s, unicode):
  49. return s.encode(encoding, errors)
  50. return unicode(s, encoding, errors)
  51. except Exception:
  52. return "<Unrepresentable %r>" % (type(s), )
  53. class WorkerTaskTrace(TaskTrace):
  54. """Wraps the task in a jail, catches all exceptions, and
  55. saves the status and result of the task execution to the task
  56. meta backend.
  57. If the call was successful, it saves the result to the task result
  58. backend, and sets the task status to `"SUCCESS"`.
  59. If the call raises :exc:`celery.exceptions.RetryTaskError`, it extracts
  60. the original exception, uses that as the result and sets the task status
  61. to `"RETRY"`.
  62. If the call results in an exception, it saves the exception as the task
  63. result, and sets the task status to `"FAILURE"`.
  64. :param task_name: The name of the task to execute.
  65. :param task_id: The unique id of the task.
  66. :param args: List of positional args to pass on to the function.
  67. :param kwargs: Keyword arguments mapping to pass on to the function.
  68. :keyword loader: Custom loader to use, if not specified the current app
  69. loader will be used.
  70. :keyword hostname: Custom hostname to use, if not specified the system
  71. hostname will be used.
  72. :returns: the evaluated functions return value on success, or
  73. the exception instance on failure.
  74. """
  75. #: Current loader.
  76. loader = None
  77. #: Hostname to report as.
  78. hostname = None
  79. def __init__(self, *args, **kwargs):
  80. self.loader = kwargs.get("loader") or current_app().loader
  81. self.hostname = kwargs.get("hostname") or socket.gethostname()
  82. super(WorkerTaskTrace, self).__init__(*args, **kwargs)
  83. self._store_errors = True
  84. if self.task.ignore_result:
  85. self._store_errors = self.task.store_errors_even_if_ignored
  86. self.super = super(WorkerTaskTrace, self)
  87. def execute_safe(self, *args, **kwargs):
  88. """Same as :meth:`execute`, but catches errors."""
  89. try:
  90. return self.execute(*args, **kwargs)
  91. except Exception, exc:
  92. _type, _value, _tb = sys.exc_info()
  93. _value = self.task.backend.prepare_exception(exc)
  94. exc_info = ExceptionInfo((_type, _value, _tb))
  95. warnings.warn("Exception outside body: %s: %s\n%s" % tuple(
  96. map(str, (exc.__class__, exc, exc_info.traceback))))
  97. return exc_info
  98. def execute(self):
  99. """Execute, trace and store the result of the task."""
  100. self.loader.on_task_init(self.task_id, self.task)
  101. if self.task.track_started:
  102. if not self.task.ignore_result:
  103. self.task.backend.mark_as_started(self.task_id,
  104. pid=os.getpid(),
  105. hostname=self.hostname)
  106. try:
  107. return super(WorkerTaskTrace, self).execute()
  108. finally:
  109. self.task.backend.process_cleanup()
  110. self.loader.on_process_cleanup()
  111. def handle_success(self, retval, *args):
  112. """Handle successful execution."""
  113. if not self.task.ignore_result:
  114. self.task.backend.mark_as_done(self.task_id, retval)
  115. return self.super.handle_success(retval, *args)
  116. def handle_retry(self, exc, type_, tb, strtb):
  117. """Handle retry exception."""
  118. message, orig_exc = exc.args
  119. if self._store_errors:
  120. self.task.backend.mark_as_retry(self.task_id, orig_exc, strtb)
  121. return self.super.handle_retry(exc, type_, tb, strtb)
  122. def handle_failure(self, exc, type_, tb, strtb):
  123. """Handle exception."""
  124. if self._store_errors:
  125. exc = self.task.backend.mark_as_failure(self.task_id, exc, strtb)
  126. else:
  127. exc = self.task.backend.prepare_exception(exc)
  128. return self.super.handle_failure(exc, type_, tb, strtb)
  129. def execute_and_trace(task_name, *args, **kwargs):
  130. """This is a pickleable method used as a target when applying to pools.
  131. It's the same as::
  132. >>> WorkerTaskTrace(task_name, *args, **kwargs).execute_safe()
  133. """
  134. hostname = kwargs.get("hostname")
  135. platforms.set_mp_process_title("celeryd", task_name, hostname=hostname)
  136. try:
  137. return WorkerTaskTrace(task_name, *args, **kwargs).execute_safe()
  138. finally:
  139. platforms.set_mp_process_title("celeryd", "-idle-", hostname)
  140. class TaskRequest(object):
  141. """A request for task execution."""
  142. #: Kind of task. Must be a name registered in the task registry.
  143. name = None
  144. #: The task class (set by constructor using :attr:`task_name`).
  145. task = None
  146. #: UUID of the task.
  147. task_id = None
  148. #: List of positional arguments to apply to the task.
  149. args = None
  150. #: Mapping of keyword arguments to apply to the task.
  151. kwargs = None
  152. #: Number of times the task has been retried.
  153. retries = 0
  154. #: The tasks eta (for information only).
  155. eta = None
  156. #: When the task expires.
  157. expires = None
  158. #: Callback called when the task should be acknowledged.
  159. on_ack = None
  160. #: The message object. Used to acknowledge the message.
  161. message = None
  162. #: Flag set when the task has been executed.
  163. executed = False
  164. #: Additional delivery info, e.g. contains the path from
  165. #: Producer to consumer.
  166. delivery_info = None
  167. #: Flag set when the task has been acknowledged.
  168. acknowledged = False
  169. #: Format string used to log task success.
  170. success_msg = """\
  171. Task %(name)s[%(id)s] succeeded in %(runtime)ss: %(return_value)s
  172. """
  173. #: Format string used to log task failure.
  174. error_msg = """\
  175. Task %(name)s[%(id)s] raised exception: %(exc)s\n%(traceback)s
  176. """
  177. #: Format string used to log task retry.
  178. retry_msg = """Task %(name)s[%(id)s] retry: %(exc)s"""
  179. #: Format string used to generate error e-mail subjects.
  180. email_subject = """\
  181. [celery@%(hostname)s] Error: Task %(name)s (%(id)s): %(exc)s
  182. """
  183. #: Format string used to generate error e-mail content.
  184. email_body = TASK_ERROR_EMAIL_BODY
  185. #: Timestamp set when the task is started.
  186. time_start = None
  187. #: Process id of the worker processing this task (if any).
  188. worker_pid = None
  189. _already_revoked = False
  190. _terminate_on_ack = None
  191. def __init__(self, task_name, task_id, args, kwargs,
  192. on_ack=noop, retries=0, delivery_info=None, hostname=None,
  193. email_subject=None, email_body=None, logger=None,
  194. eventer=None, eta=None, expires=None, app=None, **opts):
  195. self.app = app_or_default(app)
  196. self.task_name = task_name
  197. self.task_id = task_id
  198. self.retries = retries
  199. self.args = args
  200. self.kwargs = kwargs
  201. self.eta = eta
  202. self.expires = expires
  203. self.on_ack = on_ack
  204. self.delivery_info = delivery_info or {}
  205. self.hostname = hostname or socket.gethostname()
  206. self.logger = logger or self.app.log.get_default_logger()
  207. self.eventer = eventer
  208. self.email_subject = email_subject or self.email_subject
  209. self.email_body = email_body or self.email_body
  210. self.task = tasks[self.task_name]
  211. self._store_errors = True
  212. if self.task.ignore_result:
  213. self._store_errors = self.task.store_errors_even_if_ignored
  214. @classmethod
  215. def from_message(cls, message, body, on_ack=noop, **kw):
  216. """Create request from a task message.
  217. :raises UnknownTaskError: if the message does not describe a task,
  218. the message is also rejected.
  219. """
  220. _delivery_info = getattr(message, "delivery_info", {})
  221. delivery_info = dict((key, _delivery_info.get(key))
  222. for key in WANTED_DELIVERY_INFO)
  223. kwargs = body["kwargs"]
  224. if not hasattr(kwargs, "items"):
  225. raise InvalidTaskError("Task keyword arguments is not a mapping.")
  226. return cls(task_name=body["task"],
  227. task_id=body["id"],
  228. args=body["args"],
  229. kwargs=kwdict(kwargs),
  230. retries=body.get("retries", 0),
  231. eta=maybe_iso8601(body.get("eta")),
  232. expires=maybe_iso8601(body.get("expires")),
  233. on_ack=on_ack,
  234. delivery_info=delivery_info,
  235. **kw)
  236. def get_instance_attrs(self, loglevel, logfile):
  237. return {"logfile": logfile,
  238. "loglevel": loglevel,
  239. "id": self.task_id,
  240. "retries": self.retries,
  241. "is_eager": False,
  242. "delivery_info": self.delivery_info}
  243. def extend_with_default_kwargs(self, loglevel, logfile):
  244. """Extend the tasks keyword arguments with standard task arguments.
  245. Currently these are `logfile`, `loglevel`, `task_id`,
  246. `task_name`, `task_retries`, and `delivery_info`.
  247. See :meth:`celery.task.base.Task.run` for more information.
  248. """
  249. if not self.task.accept_magic_kwargs:
  250. return self.kwargs
  251. kwargs = dict(self.kwargs)
  252. default_kwargs = {"logfile": logfile,
  253. "loglevel": loglevel,
  254. "task_id": self.task_id,
  255. "task_name": self.task_name,
  256. "task_retries": self.retries,
  257. "task_is_eager": False,
  258. "delivery_info": self.delivery_info}
  259. fun = self.task.run
  260. supported_keys = fun_takes_kwargs(fun, default_kwargs)
  261. extend_with = dict((key, val) for key, val in default_kwargs.items()
  262. if key in supported_keys)
  263. kwargs.update(extend_with)
  264. return kwargs
  265. def execute_using_pool(self, pool, loglevel=None, logfile=None):
  266. """Like :meth:`execute`, but using the :mod:`multiprocessing` pool.
  267. :param pool: A :class:`multiprocessing.Pool` instance.
  268. :keyword loglevel: The loglevel used by the task.
  269. :keyword logfile: The logfile used by the task.
  270. """
  271. if self.revoked():
  272. return
  273. # Make sure task has not already been executed.
  274. self._set_executed_bit()
  275. args = self._get_tracer_args(loglevel, logfile)
  276. instance_attrs = self.get_instance_attrs(loglevel, logfile)
  277. result = pool.apply_async(execute_and_trace,
  278. args=args,
  279. kwargs={"hostname": self.hostname,
  280. "request": instance_attrs},
  281. accept_callback=self.on_accepted,
  282. timeout_callback=self.on_timeout,
  283. callbacks=[self.on_success],
  284. errbacks=[self.on_failure])
  285. return result
  286. def execute(self, loglevel=None, logfile=None):
  287. """Execute the task in a :class:`WorkerTaskTrace`.
  288. :keyword loglevel: The loglevel used by the task.
  289. :keyword logfile: The logfile used by the task.
  290. """
  291. if self.revoked():
  292. return
  293. # Make sure task has not already been executed.
  294. self._set_executed_bit()
  295. # acknowledge task as being processed.
  296. if not self.task.acks_late:
  297. self.acknowledge()
  298. instance_attrs = self.get_instance_attrs(loglevel, logfile)
  299. tracer = WorkerTaskTrace(*self._get_tracer_args(loglevel, logfile),
  300. **{"hostname": self.hostname,
  301. "loader": self.app.loader,
  302. "request": instance_attrs})
  303. retval = tracer.execute()
  304. self.acknowledge()
  305. return retval
  306. def maybe_expire(self):
  307. """If expired, mark the task as revoked."""
  308. if self.expires and datetime.now() > self.expires:
  309. state.revoked.add(self.task_id)
  310. if self._store_errors:
  311. self.task.backend.mark_as_revoked(self.task_id)
  312. def terminate(self, pool, signal=None):
  313. if self._terminate_on_ack is not None:
  314. return
  315. elif self.time_start:
  316. return pool.terminate_job(self.worker_pid, signal)
  317. else:
  318. self._terminate_on_ack = (True, pool, signal)
  319. def revoked(self):
  320. """If revoked, skip task and mark state."""
  321. if self._already_revoked:
  322. return True
  323. if self.expires:
  324. self.maybe_expire()
  325. if self.task_id in state.revoked:
  326. self.logger.warn("Skipping revoked task: %s[%s]" % (
  327. self.task_name, self.task_id))
  328. self.send_event("task-revoked", uuid=self.task_id)
  329. self.acknowledge()
  330. self._already_revoked = True
  331. return True
  332. return False
  333. def send_event(self, type, **fields):
  334. if self.eventer:
  335. self.eventer.send(type, **fields)
  336. def on_accepted(self, pid, time_accepted):
  337. """Handler called when task is accepted by worker pool."""
  338. self.worker_pid = pid
  339. self.time_start = time_accepted
  340. state.task_accepted(self)
  341. if not self.task.acks_late:
  342. self.acknowledge()
  343. self.send_event("task-started", uuid=self.task_id, pid=pid)
  344. self.logger.debug("Task accepted: %s[%s] pid:%r" % (
  345. self.task_name, self.task_id, pid))
  346. if self._terminate_on_ack is not None:
  347. _, pool, signal = self._terminate_on_ack
  348. self.terminate(pool, signal)
  349. def on_timeout(self, soft):
  350. """Handler called if the task times out."""
  351. state.task_ready(self)
  352. if soft:
  353. self.logger.warning("Soft time limit exceeded for %s[%s]" % (
  354. self.task_name, self.task_id))
  355. exc = SoftTimeLimitExceeded()
  356. else:
  357. self.logger.error("Hard time limit exceeded for %s[%s]" % (
  358. self.task_name, self.task_id))
  359. exc = TimeLimitExceeded()
  360. if self._store_errors:
  361. self.task.backend.mark_as_failure(self.task_id, exc)
  362. def on_success(self, ret_value):
  363. """Handler called if the task was successfully processed."""
  364. state.task_ready(self)
  365. if self.task.acks_late:
  366. self.acknowledge()
  367. runtime = self.time_start and (time.time() - self.time_start) or 0
  368. self.send_event("task-succeeded", uuid=self.task_id,
  369. result=repr(ret_value), runtime=runtime)
  370. self.logger.info(self.success_msg.strip() % {
  371. "id": self.task_id,
  372. "name": self.task_name,
  373. "return_value": self.repr_result(ret_value),
  374. "runtime": runtime})
  375. def on_retry(self, exc_info):
  376. """Handler called if the task should be retried."""
  377. self.send_event("task-retried", uuid=self.task_id,
  378. exception=repr(exc_info.exception.exc),
  379. traceback=repr(exc_info.traceback))
  380. self.logger.info(self.retry_msg.strip() % {
  381. "id": self.task_id,
  382. "name": self.task_name,
  383. "exc": repr(exc_info.exception.exc)})
  384. def on_failure(self, exc_info):
  385. """Handler called if the task raised an exception."""
  386. state.task_ready(self)
  387. if self.task.acks_late:
  388. self.acknowledge()
  389. if isinstance(exc_info.exception, RetryTaskError):
  390. return self.on_retry(exc_info)
  391. # This is a special case as the process would not have had
  392. # time to write the result.
  393. if isinstance(exc_info.exception, WorkerLostError):
  394. if self._store_errors:
  395. self.task.backend.mark_as_failure(self.task_id,
  396. exc_info.exception)
  397. self.send_event("task-failed", uuid=self.task_id,
  398. exception=repr(exc_info.exception),
  399. traceback=exc_info.traceback)
  400. context = {"hostname": self.hostname,
  401. "id": self.task_id,
  402. "name": self.task_name,
  403. "exc": safe_str(repr(exc_info.exception)),
  404. "traceback": safe_str(exc_info.traceback),
  405. "args": self.args,
  406. "kwargs": self.kwargs}
  407. log_with_extra(self.logger, logging.ERROR,
  408. self.error_msg.strip() % context,
  409. exc_info=exc_info,
  410. extra={"data": {"hostname": self.hostname,
  411. "id": self.task_id,
  412. "name": self.task_name}})
  413. task_obj = tasks.get(self.task_name, object)
  414. self.send_error_email(task_obj, context, exc_info.exception,
  415. enabled=task_obj.send_error_emails,
  416. whitelist=task_obj.error_whitelist)
  417. def acknowledge(self):
  418. """Acknowledge task."""
  419. if not self.acknowledged:
  420. self.on_ack()
  421. self.acknowledged = True
  422. def send_error_email(self, task, context, exc,
  423. whitelist=None, enabled=False, fail_silently=True):
  424. if enabled and not task.disable_error_emails:
  425. if whitelist:
  426. if not isinstance(exc, tuple(whitelist)):
  427. return
  428. subject = self.email_subject.strip() % context
  429. body = self.email_body.strip() % context
  430. self.app.mail_admins(subject, body, fail_silently=fail_silently)
  431. def repr_result(self, result, maxlen=46):
  432. # 46 is the length needed to fit
  433. # "the quick brown fox jumps over the lazy dog" :)
  434. return truncate_text(repr(result), maxlen)
  435. def info(self, safe=False):
  436. args = self.args
  437. kwargs = self.kwargs
  438. if not safe:
  439. args = repr(args)
  440. kwargs = repr(self.kwargs)
  441. return {"id": self.task_id,
  442. "name": self.task_name,
  443. "args": args,
  444. "kwargs": kwargs,
  445. "hostname": self.hostname,
  446. "time_start": self.time_start,
  447. "acknowledged": self.acknowledged,
  448. "delivery_info": self.delivery_info}
  449. def shortinfo(self):
  450. return "%s[%s]%s%s" % (
  451. self.task_name,
  452. self.task_id,
  453. self.eta and " eta:[%s]" % (self.eta, ) or "",
  454. self.expires and " expires:[%s]" % (self.expires, ) or "")
  455. def __repr__(self):
  456. return '<%s: {name:"%s", id:"%s", args:"%s", kwargs:"%s"}>' % (
  457. self.__class__.__name__,
  458. self.task_name, self.task_id, self.args, self.kwargs)
  459. def _get_tracer_args(self, loglevel=None, logfile=None):
  460. """Get the :class:`WorkerTaskTrace` tracer for this task."""
  461. task_func_kwargs = self.extend_with_default_kwargs(loglevel, logfile)
  462. return self.task_name, self.task_id, self.args, task_func_kwargs
  463. def _set_executed_bit(self):
  464. """Set task as executed to make sure it's not executed again."""
  465. if self.executed:
  466. raise AlreadyExecutedError(
  467. "Task %s[%s] has already been executed" % (
  468. self.task_name, self.task_id))
  469. self.executed = True