path: root/Doc/library/asyncio-dev.rst

.. currentmodule:: asyncio

.. _asyncio-dev:

Develop with asyncio
====================

Asynchronous programming is different than classical "sequential" programming.
This page lists common traps and explains how to avoid them.


.. _asyncio-debug-mode:

Debug mode of asyncio
---------------------

To enable the debug mode globally, set the environment variable
:envvar:`PYTHONASYNCIODEBUG` to ``1``. To see debug traces, set the log level
of the :ref:`asyncio logger <asyncio-logger>` to :py:data:`logging.DEBUG`.  The
simplest configuration is::

   import logging
   # ...
   logging.basicConfig(level=logging.DEBUG)

Examples of effects of the debug mode:

* Log :ref:`coroutines defined but never "yielded from"
  <asyncio-coroutine-not-scheduled>`
* :meth:`~BaseEventLoop.call_soon` and :meth:`~BaseEventLoop.call_at` methods
  raise an exception if they are called from the wrong thread.
* Log the execution time of the selector
* Log callbacks taking more than 100 ms to be executed. The
  :attr:`BaseEventLoop.slow_callback_duration` attribute is the minimum
  duration in seconds of "slow" callbacks.

.. seealso::

   The :meth:`BaseEventLoop.set_debug` method and the :ref:`asyncio logger
   <asyncio-logger>`.


.. _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 is 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())

Most asyncio objects are not thread safe. You should only worry if you access
objects outside the event loop. For example, to cancel a future, don't call
directly its :meth:`Future.cancel` method, but::

    loop.call_soon_threadsafe(fut.cancel)

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::

   The :ref:`Synchronization primitives <asyncio-sync>` section describes ways
   to synchronize tasks.

   The :ref:`Subprocess and threads <asyncio-subprocess-threads>` section lists
   asyncio limitations to run subprocesses from different threads.




.. _asyncio-handle-blocking:

Handle blocking functions correctly
-----------------------------------

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 <asyncio-protocol>`.

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 <asyncio-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 and its result is not passed to
:func:`async` or to the :meth:`BaseEventLoop.create_task` method, the execution
of the coroutine object will never be scheduled which is probably a bug.
:ref:`Enable the debug mode of asyncio <asyncio-debug-mode>` to :ref:`log a
warning <asyncio-logger>` to detect it.

Example with the bug::

    import asyncio

    @asyncio.coroutine
    def test():
        print("never scheduled")

    test()

Output in debug mode::

    Coroutine test() at test.py:3 was never yielded from
    Coroutine object created at (most recent call last):
      File "test.py", line 7, in <module>
        test()

The fix is to call the :func:`async` function or the
:meth:`BaseEventLoop.create_task` method with the coroutine object.

.. seealso::

   :ref:`Pending task destroyed <asyncio-pending-task-destroyed>`.


Detect exceptions never consumed
--------------------------------

Python usually calls :func:`sys.displayhook` on unhandled exceptions. If
:meth:`Future.set_exception` is called, but the exception is never consumed,
:func:`sys.displayhook` is not called. Instead, :ref:`a log is emitted
<asyncio-logger>` when the future is deleted by the garbage collector, with the
traceback where the exception was raised.

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::

    Task exception was never retrieved
    future: <Task finished coro=<coro() done, defined at asyncio/coroutines.py:139> exception=Exception('not consumed',)>
    Traceback (most recent call last):
      File "asyncio/tasks.py", line 237, in _step
        result = next(coro)
      File "asyncio/coroutines.py", line 141, in coro
        res = func(*args, **kw)
      File "test.py", line 5, in bug
        raise Exception("not consumed")
    Exception: not consumed

:ref:`Enable the debug mode of asyncio <asyncio-debug-mode>` to get the
traceback where the task was created. Output in debug mode::

    Task exception was never retrieved
    future: <Task finished coro=<bug() done, defined at test.py:3> exception=Exception('not consumed',) created at test.py:8>
    source_traceback: Object created at (most recent call last):
      File "test.py", line 8, in <module>
        asyncio.async(bug())
    Traceback (most recent call last):
      File "asyncio/tasks.py", line 237, in _step
        result = next(coro)
      File "asyncio/coroutines.py", line 79, in __next__
        return next(self.gen)
      File "asyncio/coroutines.py", line 141, 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 the
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")

.. seealso::

   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 pending create() at test.py:7 wait_for=<Future pending cb=[Task._wakeup()]>>}
    Task was destroyed but it is pending!
    task: <Task pending create() done at test.py:5 wait_for=<Future pending cb=[Task._wakeup()]>>

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()


.. _asyncio-pending-task-destroyed:

Pending task destroyed
----------------------

If a pending task is destroyed, the execution of its wrapped :ref:`coroutine
<coroutine>` did not complete. It is probably a bug and so a warning is logged.

Example of log::

    Task was destroyed but it is pending!
    task: <Task pending coro=<kill_me() done, defined at test.py:5> wait_for=<Future pending cb=[Task._wakeup()]>>

:ref:`Enable the debug mode of asyncio <asyncio-debug-mode>` to get the
traceback where the task was created. Example of log in debug mode::

    Task was destroyed but it is pending!
    source_traceback: Object created at (most recent call last):
      File "test.py", line 15, in <module>
        task = asyncio.async(coro, loop=loop)
    task: <Task pending coro=<kill_me() done, defined at test.py:5> wait_for=<Future pending cb=[Task._wakeup()] created at test.py:7> created at test.py:15>


.. seealso::

   :ref:`Detect coroutine objects never scheduled <asyncio-coroutine-not-scheduled>`.