job.py 21 KB

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