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author | Xiang Zhang <angwerzx@126.com> | 2017-03-29 03:58:54 (GMT) |
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committer | GitHub <noreply@github.com> | 2017-03-29 03:58:54 (GMT) |
commit | 794623bdb232eafd8925f76470209afcdcbcdcd2 (patch) | |
tree | 347ef8d6c630abbe08af35ae9280ada42b101f7d /Lib/multiprocessing/pool.py | |
parent | ec1f5df46ed37aa3e839d20298c4b361a9a74bc4 (diff) | |
download | cpython-794623bdb232eafd8925f76470209afcdcbcdcd2.zip cpython-794623bdb232eafd8925f76470209afcdcbcdcd2.tar.gz cpython-794623bdb232eafd8925f76470209afcdcbcdcd2.tar.bz2 |
bpo-28699: fix abnormal behaviour of pools in multiprocessing.pool (GH-693)
an exception raised at the very first of an iterable would cause pools behave abnormally
(swallow the exception or hang)
Diffstat (limited to 'Lib/multiprocessing/pool.py')
-rw-r--r-- | Lib/multiprocessing/pool.py | 79 |
1 files changed, 55 insertions, 24 deletions
diff --git a/Lib/multiprocessing/pool.py b/Lib/multiprocessing/pool.py index ae8cec4..a545f3c 100644 --- a/Lib/multiprocessing/pool.py +++ b/Lib/multiprocessing/pool.py @@ -118,7 +118,7 @@ def worker(inqueue, outqueue, initializer=None, initargs=(), maxtasks=None, try: result = (True, func(*args, **kwds)) except Exception as e: - if wrap_exception: + if wrap_exception and func is not _helper_reraises_exception: e = ExceptionWithTraceback(e, e.__traceback__) result = (False, e) try: @@ -133,6 +133,10 @@ def worker(inqueue, outqueue, initializer=None, initargs=(), maxtasks=None, completed += 1 util.debug('worker exiting after %d tasks' % completed) +def _helper_reraises_exception(ex): + 'Pickle-able helper function for use by _guarded_task_generation.' + raise ex + # # Class representing a process pool # @@ -277,6 +281,17 @@ class Pool(object): return self._map_async(func, iterable, starmapstar, chunksize, callback, error_callback) + def _guarded_task_generation(self, result_job, func, iterable): + '''Provides a generator of tasks for imap and imap_unordered with + appropriate handling for iterables which throw exceptions during + iteration.''' + try: + i = -1 + for i, x in enumerate(iterable): + yield (result_job, i, func, (x,), {}) + except Exception as e: + yield (result_job, i+1, _helper_reraises_exception, (e,), {}) + def imap(self, func, iterable, chunksize=1): ''' Equivalent of `map()` -- can be MUCH slower than `Pool.map()`. @@ -285,15 +300,23 @@ class Pool(object): raise ValueError("Pool not running") if chunksize == 1: result = IMapIterator(self._cache) - self._taskqueue.put((((result._job, i, func, (x,), {}) - for i, x in enumerate(iterable)), result._set_length)) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, func, iterable), + result._set_length + )) return result else: assert chunksize > 1 task_batches = Pool._get_tasks(func, iterable, chunksize) result = IMapIterator(self._cache) - self._taskqueue.put((((result._job, i, mapstar, (x,), {}) - for i, x in enumerate(task_batches)), result._set_length)) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapstar, + task_batches), + result._set_length + )) return (item for chunk in result for item in chunk) def imap_unordered(self, func, iterable, chunksize=1): @@ -304,15 +327,23 @@ class Pool(object): raise ValueError("Pool not running") if chunksize == 1: result = IMapUnorderedIterator(self._cache) - self._taskqueue.put((((result._job, i, func, (x,), {}) - for i, x in enumerate(iterable)), result._set_length)) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, func, iterable), + result._set_length + )) return result else: assert chunksize > 1 task_batches = Pool._get_tasks(func, iterable, chunksize) result = IMapUnorderedIterator(self._cache) - self._taskqueue.put((((result._job, i, mapstar, (x,), {}) - for i, x in enumerate(task_batches)), result._set_length)) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapstar, + task_batches), + result._set_length + )) return (item for chunk in result for item in chunk) def apply_async(self, func, args=(), kwds={}, callback=None, @@ -323,7 +354,7 @@ class Pool(object): if self._state != RUN: raise ValueError("Pool not running") result = ApplyResult(self._cache, callback, error_callback) - self._taskqueue.put(([(result._job, None, func, args, kwds)], None)) + self._taskqueue.put(([(result._job, 0, func, args, kwds)], None)) return result def map_async(self, func, iterable, chunksize=None, callback=None, @@ -354,8 +385,14 @@ class Pool(object): task_batches = Pool._get_tasks(func, iterable, chunksize) result = MapResult(self._cache, chunksize, len(iterable), callback, error_callback=error_callback) - self._taskqueue.put((((result._job, i, mapper, (x,), {}) - for i, x in enumerate(task_batches)), None)) + self._taskqueue.put( + ( + self._guarded_task_generation(result._job, + mapper, + task_batches), + None + ) + ) return result @staticmethod @@ -377,33 +414,27 @@ class Pool(object): for taskseq, set_length in iter(taskqueue.get, None): task = None - i = -1 try: - for i, task in enumerate(taskseq): + # iterating taskseq cannot fail + for task in taskseq: if thread._state: util.debug('task handler found thread._state != RUN') break try: put(task) except Exception as e: - job, ind = task[:2] + job, idx = task[:2] try: - cache[job]._set(ind, (False, e)) + cache[job]._set(idx, (False, e)) except KeyError: pass else: if set_length: util.debug('doing set_length()') - set_length(i+1) + idx = task[1] if task else -1 + set_length(idx + 1) continue break - except Exception as ex: - job, ind = task[:2] if task else (0, 0) - if job in cache: - cache[job]._set(ind + 1, (False, ex)) - if set_length: - util.debug('doing set_length()') - set_length(i+1) finally: task = taskseq = job = None else: |