| # 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__ |