|  | # Copyright 2009 Brian Quinlan. All Rights Reserved. | 
|  | # Licensed to PSF under a Contributor Agreement. | 
|  |  | 
|  | """Implements ThreadPoolExecutor.""" | 
|  |  | 
|  | from __future__ import with_statement | 
|  | import atexit | 
|  | import threading | 
|  | import weakref | 
|  | import sys | 
|  |  | 
|  | from third_party.py.concurrent.futures import _base | 
|  |  | 
|  | try: | 
|  | import queue | 
|  | except ImportError: | 
|  | import Queue as queue | 
|  |  | 
|  | __author__ = 'Brian Quinlan (brian@sweetapp.com)' | 
|  |  | 
|  | # Workers are created as daemon threads. This is done to allow the interpreter | 
|  | # to exit when there are still idle threads in a ThreadPoolExecutor's thread | 
|  | # pool (i.e. shutdown() was not called). However, allowing workers to die with | 
|  | # the interpreter has two undesirable properties: | 
|  | #   - The workers would still be running during interpretor shutdown, | 
|  | #     meaning that they would fail in unpredictable ways. | 
|  | #   - The workers could be killed while evaluating a work item, which could | 
|  | #     be bad if the callable being evaluated has external side-effects e.g. | 
|  | #     writing to a file. | 
|  | # | 
|  | # To work around this problem, an exit handler is installed which tells the | 
|  | # workers to exit when their work queues are empty and then waits until the | 
|  | # threads finish. | 
|  |  | 
|  | _thread_references = set() | 
|  | _shutdown = False | 
|  |  | 
|  | def _python_exit(): | 
|  | global _shutdown | 
|  | _shutdown = True | 
|  | for thread_reference in _thread_references: | 
|  | thread = thread_reference() | 
|  | if thread is not None: | 
|  | thread.join() | 
|  |  | 
|  | def _remove_dead_thread_references(): | 
|  | """Remove inactive threads from _thread_references. | 
|  |  | 
|  | Should be called periodically to prevent memory leaks in scenarios such as: | 
|  | >>> while True: | 
|  | ...    t = ThreadPoolExecutor(max_workers=5) | 
|  | ...    t.map(int, ['1', '2', '3', '4', '5']) | 
|  | """ | 
|  | for thread_reference in set(_thread_references): | 
|  | if thread_reference() is None: | 
|  | _thread_references.discard(thread_reference) | 
|  |  | 
|  | atexit.register(_python_exit) | 
|  |  | 
|  | class _WorkItem(object): | 
|  | def __init__(self, future, fn, args, kwargs): | 
|  | self.future = future | 
|  | self.fn = fn | 
|  | self.args = args | 
|  | self.kwargs = kwargs | 
|  |  | 
|  | def run(self): | 
|  | if not self.future.set_running_or_notify_cancel(): | 
|  | return | 
|  |  | 
|  | try: | 
|  | result = self.fn(*self.args, **self.kwargs) | 
|  | except BaseException: | 
|  | e = sys.exc_info()[1] | 
|  | self.future.set_exception(e) | 
|  | else: | 
|  | self.future.set_result(result) | 
|  |  | 
|  | def _worker(executor_reference, work_queue): | 
|  | try: | 
|  | while True: | 
|  | try: | 
|  | work_item = work_queue.get(block=True, timeout=0.1) | 
|  | except queue.Empty: | 
|  | executor = executor_reference() | 
|  | # Exit if: | 
|  | #   - The interpreter is shutting down OR | 
|  | #   - The executor that owns the worker has been collected OR | 
|  | #   - The executor that owns the worker has been shutdown. | 
|  | if _shutdown or executor is None or executor._shutdown: | 
|  | return | 
|  | del executor | 
|  | else: | 
|  | work_item.run() | 
|  | except BaseException: | 
|  | _base.LOGGER.critical('Exception in worker', exc_info=True) | 
|  |  | 
|  | class ThreadPoolExecutor(_base.Executor): | 
|  | def __init__(self, max_workers): | 
|  | """Initializes a new ThreadPoolExecutor instance. | 
|  |  | 
|  | Args: | 
|  | max_workers: The maximum number of threads that can be used to | 
|  | execute the given calls. | 
|  | """ | 
|  | _remove_dead_thread_references() | 
|  |  | 
|  | self._max_workers = max_workers | 
|  | self._work_queue = queue.Queue() | 
|  | self._threads = set() | 
|  | self._shutdown = False | 
|  | self._shutdown_lock = threading.Lock() | 
|  |  | 
|  | def submit(self, fn, *args, **kwargs): | 
|  | with self._shutdown_lock: | 
|  | if self._shutdown: | 
|  | raise RuntimeError('cannot schedule new futures after shutdown') | 
|  |  | 
|  | f = _base.Future() | 
|  | w = _WorkItem(f, fn, args, kwargs) | 
|  |  | 
|  | self._work_queue.put(w) | 
|  | self._adjust_thread_count() | 
|  | return f | 
|  | submit.__doc__ = _base.Executor.submit.__doc__ | 
|  |  | 
|  | def _adjust_thread_count(self): | 
|  | # TODO(bquinlan): Should avoid creating new threads if there are more | 
|  | # idle threads than items in the work queue. | 
|  | if len(self._threads) < self._max_workers: | 
|  | t = threading.Thread(target=_worker, | 
|  | args=(weakref.ref(self), self._work_queue)) | 
|  | t.daemon = True | 
|  | t.start() | 
|  | self._threads.add(t) | 
|  | _thread_references.add(weakref.ref(t)) | 
|  |  | 
|  | def shutdown(self, wait=True): | 
|  | with self._shutdown_lock: | 
|  | self._shutdown = True | 
|  | if wait: | 
|  | for t in self._threads: | 
|  | t.join() | 
|  | shutdown.__doc__ = _base.Executor.shutdown.__doc__ |