.. currentmodule:: asyncio Develop with asyncio ==================== Asynchronous programming is different than classical "sequential" programming. This page lists common traps and explains how to avoid them. .. _asyncio-multithreading: Concurrency and multithreading ------------------------------ An event loop runs in a thread and executes all callbacks and tasks in the same thread. While a task in running in the event loop, no other task is running in the same thread. But when the task uses ``yield from``, the task is suspended and the event loop executes the next task. To schedule a callback from a different thread, the :meth:`BaseEventLoop.call_soon_threadsafe` method should be used. Example to schedule a coroutine from a different thread:: loop.call_soon_threadsafe(asyncio.async, coro_func()) To handle signals and to execute subprocesses, the event loop must be run in the main thread. The :meth:`BaseEventLoop.run_in_executor` method can be used with a thread pool executor to execute a callback in different thread to not block the thread of the event loop. .. seealso:: See the :ref:`Synchronization primitives ` section to synchronize tasks. .. _asyncio-handle-blocking: Handle correctly blocking functions ----------------------------------- Blocking functions should not be called directly. For example, if a function blocks for 1 second, other tasks are delayed by 1 second which can have an important impact on reactivity. For networking and subprocesses, the :mod:`asyncio` module provides high-level APIs like :ref:`protocols `. An executor can be used to run a task in a different thread or even in a different process, to not block the thread of the event loop. See the :meth:`BaseEventLoop.run_in_executor` method. .. seealso:: The :ref:`Delayed calls ` section details how the event loop handles time. .. _asyncio-logger: Logging ------- The :mod:`asyncio` module logs information with the :mod:`logging` module in the logger ``'asyncio'``. .. _asyncio-coroutine-not-scheduled: Detect coroutine objects never scheduled ---------------------------------------- When a coroutine function is called but not passed to :func:`async` or to the :class:`Task` constructor, it is not scheduled and it is probably a bug. To detect such bug, set :data:`asyncio.tasks._DEBUG` to ``True``. When the coroutine object is destroyed by the garbage collector, a log will be emitted with the traceback where the coroutine function was called. See the :ref:`asyncio logger `. The debug flag changes the behaviour of the :func:`coroutine` decorator. The debug flag value is only used when then coroutine function is defined, not when it is called. Coroutine functions defined before the debug flag is set to ``True`` will not be tracked. For example, it is not possible to debug coroutines defined in the :mod:`asyncio` module, because the module must be imported before the flag value can be changed. Example with the bug:: import asyncio asyncio.tasks._DEBUG = True @asyncio.coroutine def test(): print("never scheduled") test() Output in debug mode:: Coroutine 'test' defined at test.py:4 was never yielded from The fix is to call the :func:`async` function or create a :class:`Task` object with this coroutine object. Detect exceptions not consumed ------------------------------ Python usually calls :func:`sys.displayhook` on unhandled exceptions. If :meth:`Future.set_exception` is called, but the exception is not consumed, :func:`sys.displayhook` is not called. Instead, a log is emitted when the future is deleted by the garbage collector, with the traceback where the exception was raised. See the :ref:`asyncio logger `. Example of unhandled exception:: import asyncio @asyncio.coroutine def bug(): raise Exception("not consumed") loop = asyncio.get_event_loop() asyncio.async(bug()) loop.run_forever() Output:: Future/Task exception was never retrieved: Traceback (most recent call last): File "/usr/lib/python3.4/asyncio/tasks.py", line 279, in _step result = next(coro) File "/usr/lib/python3.4/asyncio/tasks.py", line 80, in coro res = func(*args, **kw) File "test.py", line 5, in bug raise Exception("not consumed") Exception: not consumed There are different options to fix this issue. The first option is to chain to coroutine in another coroutine and use classic try/except:: @asyncio.coroutine def handle_exception(): try: yield from bug() except Exception: print("exception consumed") loop = asyncio.get_event_loop() asyncio.async(handle_exception()) loop.run_forever() Another option is to use the :meth:`BaseEventLoop.run_until_complete` function:: task = asyncio.async(bug()) try: loop.run_until_complete(task) except Exception: print("exception consumed") See also the :meth:`Future.exception` method. Chain coroutines correctly -------------------------- When a coroutine function calls other coroutine functions and tasks, they should be chained explicitly with ``yield from``. Otherwise, the execution is not guaranteed to be sequential. Example with different bugs using :func:`asyncio.sleep` to simulate slow operations:: import asyncio @asyncio.coroutine def create(): yield from asyncio.sleep(3.0) print("(1) create file") @asyncio.coroutine def write(): yield from asyncio.sleep(1.0) print("(2) write into file") @asyncio.coroutine def close(): print("(3) close file") @asyncio.coroutine def test(): asyncio.async(create()) asyncio.async(write()) asyncio.async(close()) yield from asyncio.sleep(2.0) loop.stop() loop = asyncio.get_event_loop() asyncio.async(test()) loop.run_forever() print("Pending tasks at exit: %s" % asyncio.Task.all_tasks(loop)) loop.close() Expected output:: (1) create file (2) write into file (3) close file Pending tasks at exit: set() Actual output:: (3) close file (2) write into file Pending tasks at exit: {Task()} The loop stopped before the ``create()`` finished, ``close()`` has been called before ``write()``, whereas coroutine functions were called in this order: ``create()``, ``write()``, ``close()``. To fix the example, tasks must be marked with ``yield from``:: @asyncio.coroutine def test(): yield from asyncio.async(create()) yield from asyncio.async(write()) yield from asyncio.async(close()) yield from asyncio.sleep(2.0) loop.stop() Or without ``asyncio.async()``:: @asyncio.coroutine def test(): yield from create() yield from write() yield from close() yield from asyncio.sleep(2.0) loop.stop()