job.py 21 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573
  1. from __future__ import absolute_import
  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 exceptions
  10. from celery import platforms
  11. from celery import registry
  12. from celery.app import app_or_default
  13. from celery.datastructures import ExceptionInfo
  14. from celery.execute.trace import TaskTrace
  15. from celery.utils import (noop, kwdict, fun_takes_kwargs,
  16. get_symbol_by_name, truncate_text)
  17. from celery.utils.encoding import safe_repr, safe_str
  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 email.
  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. def default_encode(obj):
  39. if sys.platform.startswith("java"):
  40. coding = "utf-8"
  41. else:
  42. coding = sys.getfilesystemencoding()
  43. return unicode(obj, coding)
  44. class WorkerTaskTrace(TaskTrace):
  45. """Wraps the task in a jail, catches all exceptions, and
  46. saves the status and result of the task execution to the task
  47. meta backend.
  48. If the call was successful, it saves the result to the task result
  49. backend, and sets the task status to `"SUCCESS"`.
  50. If the call raises :exc:`~celery.exceptions.RetryTaskError`, it extracts
  51. the original exception, uses that as the result and sets the task status
  52. to `"RETRY"`.
  53. If the call results in an exception, it saves the exception as the task
  54. result, and sets the task status to `"FAILURE"`.
  55. :param task_name: The name of the task to execute.
  56. :param task_id: The unique id of the task.
  57. :param args: List of positional args to pass on to the function.
  58. :param kwargs: Keyword arguments mapping to pass on to the function.
  59. :keyword loader: Custom loader to use, if not specified the current app
  60. loader will be used.
  61. :keyword hostname: Custom hostname to use, if not specified the system
  62. hostname will be used.
  63. :returns: the evaluated functions return value on success, or
  64. the exception instance on failure.
  65. """
  66. #: Current loader.
  67. loader = None
  68. #: Hostname to report as.
  69. hostname = None
  70. def __init__(self, *args, **kwargs):
  71. self.loader = kwargs.get("loader") or current_app.loader
  72. self.hostname = kwargs.get("hostname") or socket.gethostname()
  73. super(WorkerTaskTrace, self).__init__(*args, **kwargs)
  74. self._store_errors = True
  75. if self.task.ignore_result:
  76. self._store_errors = self.task.store_errors_even_if_ignored
  77. self.super = super(WorkerTaskTrace, self)
  78. def execute_safe(self, *args, **kwargs):
  79. """Same as :meth:`execute`, but catches errors."""
  80. try:
  81. return self.execute(*args, **kwargs)
  82. except Exception, exc:
  83. _type, _value, _tb = sys.exc_info()
  84. _value = self.task.backend.prepare_exception(exc)
  85. exc_info = ExceptionInfo((_type, _value, _tb))
  86. warnings.warn("Exception outside body: %s: %s\n%s" % tuple(
  87. map(str, (exc.__class__, exc, exc_info.traceback))))
  88. return exc_info
  89. def execute(self):
  90. """Execute, trace and store the result of the task."""
  91. self.loader.on_task_init(self.task_id, self.task)
  92. if self.task.track_started:
  93. if not self.task.ignore_result:
  94. self.task.backend.mark_as_started(self.task_id,
  95. pid=os.getpid(),
  96. hostname=self.hostname)
  97. try:
  98. return super(WorkerTaskTrace, self).execute()
  99. finally:
  100. try:
  101. self.task.backend.process_cleanup()
  102. self.loader.on_process_cleanup()
  103. except (KeyboardInterrupt, SystemExit, MemoryError):
  104. raise
  105. except Exception, exc:
  106. logger = current_app.log.get_default_logger()
  107. logger.error("Process cleanup failed: %r" % (exc, ),
  108. exc_info=sys.exc_info())
  109. def handle_success(self, retval, *args):
  110. """Handle successful execution."""
  111. if not self.task.ignore_result:
  112. self.task.backend.mark_as_done(self.task_id, retval)
  113. return self.super.handle_success(retval, *args)
  114. def handle_retry(self, exc, type_, tb, strtb):
  115. """Handle retry exception."""
  116. message, orig_exc = exc.args
  117. if self._store_errors:
  118. self.task.backend.mark_as_retry(self.task_id, orig_exc, strtb)
  119. return self.super.handle_retry(exc, type_, tb, strtb)
  120. def handle_failure(self, exc, type_, tb, strtb):
  121. """Handle exception."""
  122. if self._store_errors:
  123. exc = self.task.backend.mark_as_failure(self.task_id, exc, strtb)
  124. else:
  125. exc = self.task.backend.prepare_exception(exc)
  126. return self.super.handle_failure(exc, type_, tb, strtb)
  127. def execute_and_trace(task_name, *args, **kwargs):
  128. """This is a pickleable method used as a target when applying to pools.
  129. It's the same as::
  130. >>> WorkerTaskTrace(task_name, *args, **kwargs).execute_safe()
  131. """
  132. hostname = kwargs.get("hostname")
  133. platforms.set_mp_process_title("celeryd", task_name, hostname=hostname)
  134. try:
  135. return WorkerTaskTrace(task_name, *args, **kwargs).execute_safe()
  136. finally:
  137. platforms.set_mp_process_title("celeryd", "-idle-", hostname)
  138. class TaskRequest(object):
  139. """A request for task execution."""
  140. #: Kind of task. Must be a name registered in the task registry.
  141. name = None
  142. #: The task class (set by constructor using :attr:`task_name`).
  143. task = None
  144. #: UUID of the task.
  145. task_id = None
  146. #: UUID of the taskset that this task belongs to.
  147. taskset_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. #: Body of a chord depending on this task.
  159. chord = None
  160. #: Callback called when the task should be acknowledged.
  161. on_ack = None
  162. #: The message object. Used to acknowledge the message.
  163. message = None
  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 email subjects.
  180. email_subject = """\
  181. [celery@%(hostname)s] Error: Task %(name)s (%(id)s): %(exc)s
  182. """
  183. #: Format string used to generate error email 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,
  195. taskset_id=None, chord=None, **opts):
  196. self.app = app_or_default(app)
  197. self.task_name = task_name
  198. self.task_id = task_id
  199. self.taskset_id = taskset_id
  200. self.retries = retries
  201. self.args = args
  202. self.kwargs = kwargs
  203. self.eta = eta
  204. self.expires = expires
  205. self.chord = chord
  206. self.on_ack = on_ack
  207. self.delivery_info = {} if delivery_info is None else delivery_info
  208. self.hostname = hostname or socket.gethostname()
  209. self.logger = logger or self.app.log.get_default_logger()
  210. self.eventer = eventer
  211. self.email_subject = email_subject or self.email_subject
  212. self.email_body = email_body or self.email_body
  213. self.task = registry.tasks[self.task_name]
  214. self._store_errors = True
  215. if self.task.ignore_result:
  216. self._store_errors = self.task.store_errors_even_if_ignored
  217. @classmethod
  218. def from_message(cls, message, body, on_ack=noop, **kw):
  219. """Create request from a task message.
  220. :raises UnknownTaskError: if the message does not describe a task,
  221. the message is also rejected.
  222. """
  223. delivery_info = getattr(message, "delivery_info", {})
  224. delivery_info = dict((key, delivery_info.get(key))
  225. for key in WANTED_DELIVERY_INFO)
  226. kwargs = body["kwargs"]
  227. if not hasattr(kwargs, "items"):
  228. raise InvalidTaskError("Task keyword arguments is not a mapping.")
  229. return cls(task_name=body["task"],
  230. task_id=body["id"],
  231. taskset_id=body.get("taskset", None),
  232. args=body["args"],
  233. kwargs=kwdict(kwargs),
  234. chord=body.get("chord"),
  235. retries=body.get("retries", 0),
  236. eta=maybe_iso8601(body.get("eta")),
  237. expires=maybe_iso8601(body.get("expires")),
  238. on_ack=on_ack, delivery_info=delivery_info, **kw)
  239. def get_instance_attrs(self, loglevel, logfile):
  240. return {"logfile": logfile, "loglevel": loglevel,
  241. "id": self.task_id, "taskset": self.taskset_id,
  242. "retries": self.retries, "is_eager": False,
  243. "delivery_info": self.delivery_info, "chord": self.chord}
  244. def extend_with_default_kwargs(self, loglevel, logfile):
  245. """Extend the tasks keyword arguments with standard task arguments.
  246. Currently these are `logfile`, `loglevel`, `task_id`,
  247. `task_name`, `task_retries`, and `delivery_info`.
  248. See :meth:`celery.task.base.Task.run` for more information.
  249. Magic keyword arguments are deprecated and will be removed
  250. in version 3.0.
  251. """
  252. if not self.task.accept_magic_kwargs:
  253. return self.kwargs
  254. kwargs = dict(self.kwargs)
  255. default_kwargs = {"logfile": logfile,
  256. "loglevel": loglevel,
  257. "task_id": self.task_id,
  258. "task_name": self.task_name,
  259. "task_retries": self.retries,
  260. "task_is_eager": False,
  261. "delivery_info": self.delivery_info}
  262. fun = self.task.run
  263. supported_keys = fun_takes_kwargs(fun, default_kwargs)
  264. extend_with = dict((key, val) for key, val in default_kwargs.items()
  265. if key in supported_keys)
  266. kwargs.update(extend_with)
  267. return kwargs
  268. def execute_using_pool(self, pool, loglevel=None, logfile=None):
  269. """Like :meth:`execute`, but using the :mod:`multiprocessing` pool.
  270. :param pool: A :class:`multiprocessing.Pool` instance.
  271. :keyword loglevel: The loglevel used by the task.
  272. :keyword logfile: The logfile used by the task.
  273. """
  274. if self.revoked():
  275. return
  276. args = self._get_tracer_args(loglevel, logfile)
  277. instance_attrs = self.get_instance_attrs(loglevel, logfile)
  278. result = pool.apply_async(execute_and_trace,
  279. args=args,
  280. kwargs={"hostname": self.hostname,
  281. "request": instance_attrs},
  282. accept_callback=self.on_accepted,
  283. timeout_callback=self.on_timeout,
  284. callbacks=[self.on_success],
  285. errbacks=[self.on_failure],
  286. soft_timeout=self.task.soft_time_limit,
  287. timeout=self.task.time_limit)
  288. return result
  289. def execute(self, loglevel=None, logfile=None):
  290. """Execute the task in a :class:`WorkerTaskTrace`.
  291. :keyword loglevel: The loglevel used by the task.
  292. :keyword logfile: The logfile used by the task.
  293. """
  294. if self.revoked():
  295. return
  296. # acknowledge task as being processed.
  297. if not self.task.acks_late:
  298. self.acknowledge()
  299. instance_attrs = self.get_instance_attrs(loglevel, logfile)
  300. tracer = WorkerTaskTrace(*self._get_tracer_args(loglevel, logfile),
  301. **{"hostname": self.hostname,
  302. "loader": self.app.loader,
  303. "request": instance_attrs})
  304. retval = tracer.execute()
  305. self.acknowledge()
  306. return retval
  307. def maybe_expire(self):
  308. """If expired, mark the task as revoked."""
  309. if self.expires and datetime.now() > self.expires:
  310. state.revoked.add(self.task_id)
  311. if self._store_errors:
  312. self.task.backend.mark_as_revoked(self.task_id)
  313. def terminate(self, pool, signal=None):
  314. if self._terminate_on_ack is not None:
  315. return
  316. elif self.time_start:
  317. return pool.terminate_job(self.worker_pid, signal)
  318. else:
  319. self._terminate_on_ack = (True, pool, signal)
  320. def revoked(self):
  321. """If revoked, skip task and mark state."""
  322. if self._already_revoked:
  323. return True
  324. if self.expires:
  325. self.maybe_expire()
  326. if self.task_id in state.revoked:
  327. self.logger.warn("Skipping revoked task: %s[%s]" % (
  328. self.task_name, self.task_id))
  329. self.send_event("task-revoked", uuid=self.task_id)
  330. self.acknowledge()
  331. self._already_revoked = True
  332. return True
  333. return False
  334. def send_event(self, type, **fields):
  335. if self.eventer:
  336. self.eventer.send(type, **fields)
  337. def on_accepted(self, pid, time_accepted):
  338. """Handler called when task is accepted by worker pool."""
  339. self.worker_pid = pid
  340. self.time_start = time_accepted
  341. state.task_accepted(self)
  342. if not self.task.acks_late:
  343. self.acknowledge()
  344. self.send_event("task-started", uuid=self.task_id, pid=pid)
  345. self.logger.debug("Task accepted: %s[%s] pid:%r" % (
  346. self.task_name, self.task_id, pid))
  347. if self._terminate_on_ack is not None:
  348. _, pool, signal = self._terminate_on_ack
  349. self.terminate(pool, signal)
  350. def on_timeout(self, soft, timeout):
  351. """Handler called if the task times out."""
  352. state.task_ready(self)
  353. if soft:
  354. self.logger.warning("Soft time limit (%ss) exceeded for %s[%s]" % (
  355. timeout, self.task_name, self.task_id))
  356. exc = exceptions.SoftTimeLimitExceeded(timeout)
  357. else:
  358. self.logger.error("Hard time limit (%ss) exceeded for %s[%s]" % (
  359. timeout, self.task_name, self.task_id))
  360. exc = exceptions.TimeLimitExceeded(timeout)
  361. if self._store_errors:
  362. self.task.backend.mark_as_failure(self.task_id, exc)
  363. def on_success(self, ret_value):
  364. """Handler called if the task was successfully processed."""
  365. state.task_ready(self)
  366. if self.task.acks_late:
  367. self.acknowledge()
  368. runtime = self.time_start and (time.time() - self.time_start) or 0
  369. self.send_event("task-succeeded", uuid=self.task_id,
  370. result=safe_repr(ret_value), runtime=runtime)
  371. self.logger.info(self.success_msg.strip() % {
  372. "id": self.task_id,
  373. "name": self.task_name,
  374. "return_value": self.repr_result(ret_value),
  375. "runtime": runtime})
  376. def on_retry(self, exc_info):
  377. """Handler called if the task should be retried."""
  378. self.send_event("task-retried", uuid=self.task_id,
  379. exception=safe_repr(exc_info.exception.exc),
  380. traceback=safe_repr(exc_info.traceback))
  381. self.logger.info(self.retry_msg.strip() % {
  382. "id": self.task_id,
  383. "name": self.task_name,
  384. "exc": safe_repr(exc_info.exception.exc)})
  385. def on_failure(self, exc_info):
  386. """Handler called if the task raised an exception."""
  387. state.task_ready(self)
  388. if self.task.acks_late:
  389. self.acknowledge()
  390. if isinstance(exc_info.exception, exceptions.RetryTaskError):
  391. return self.on_retry(exc_info)
  392. # This is a special case as the process would not have had
  393. # time to write the result.
  394. if isinstance(exc_info.exception, exceptions.WorkerLostError) and \
  395. self._store_errors:
  396. self.task.backend.mark_as_failure(self.task_id, exc_info.exception)
  397. self.send_event("task-failed", uuid=self.task_id,
  398. exception=safe_repr(exc_info.exception),
  399. traceback=safe_str(exc_info.traceback))
  400. context = {"hostname": self.hostname,
  401. "id": self.task_id,
  402. "name": self.task_name,
  403. "exc": safe_repr(exc_info.exception),
  404. "traceback": safe_str(exc_info.traceback),
  405. "args": self.args,
  406. "kwargs": self.kwargs}
  407. self.logger.error(self.error_msg.strip() % context,
  408. exc_info=exc_info,
  409. extra={"data": {"id": self.task_id,
  410. "name": self.task_name,
  411. "hostname": self.hostname}})
  412. task_obj = registry.tasks.get(self.task_name, object)
  413. self.send_error_email(task_obj, context, exc_info.exception,
  414. enabled=task_obj.send_error_emails,
  415. whitelist=task_obj.error_whitelist)
  416. def acknowledge(self):
  417. """Acknowledge task."""
  418. if not self.acknowledged:
  419. self.on_ack()
  420. self.acknowledged = True
  421. def send_error_email(self, task, context, exc,
  422. whitelist=None, enabled=False, fail_silently=True):
  423. if enabled and not task.disable_error_emails:
  424. if not whitelist or isinstance(exc,
  425. tuple(map(get_symbol_by_name, whitelist))):
  426. subject = self.email_subject.strip() % context
  427. body = self.email_body.strip() % context
  428. self.app.mail_admins(subject, body, fail_silently=fail_silently)
  429. def repr_result(self, result, maxlen=46):
  430. # 46 is the length needed to fit
  431. # "the quick brown fox jumps over the lazy dog" :)
  432. return truncate_text(safe_repr(result), maxlen)
  433. def info(self, safe=False):
  434. return {"id": self.task_id,
  435. "name": self.task_name,
  436. "args": self.args if safe else safe_repr(self.args),
  437. "kwargs": self.kwargs if safe else safe_repr(self.kwargs),
  438. "hostname": self.hostname,
  439. "time_start": self.time_start,
  440. "acknowledged": self.acknowledged,
  441. "delivery_info": self.delivery_info,
  442. "worker_pid": self.worker_pid}
  443. def shortinfo(self):
  444. return "%s[%s]%s%s" % (
  445. self.task_name,
  446. self.task_id,
  447. " eta:[%s]" % (self.eta, ) if self.eta else "",
  448. " expires:[%s]" % (self.expires, ) if self.expires else "")
  449. __str__ = shortinfo
  450. def __repr__(self):
  451. return '<%s: {name:"%s", id:"%s", args:"%s", kwargs:"%s"}>' % (
  452. self.__class__.__name__,
  453. self.task_name, self.task_id, self.args, self.kwargs)
  454. def _get_tracer_args(self, loglevel=None, logfile=None):
  455. """Get the :class:`WorkerTaskTrace` tracer for this task."""
  456. task_func_kwargs = self.extend_with_default_kwargs(loglevel, logfile)
  457. return self.task_name, self.task_id, self.args, task_func_kwargs