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R David Murray6a143812013-12-20 14:37:39 -05001.. currentmodule:: asyncio
Victor Stinnerea3183f2013-12-03 01:08:00 +01002
Yury Selivanov3faaa882018-09-14 13:32:07 -07003
4====================
5Coroutines and Tasks
Victor Stinnerea3183f2013-12-03 01:08:00 +01006====================
7
Yury Selivanov3faaa882018-09-14 13:32:07 -07008This section outlines high-level asyncio APIs to work with coroutines
9and Tasks.
lf627d2c82017-07-25 17:03:51 -060010
Yury Selivanov3faaa882018-09-14 13:32:07 -070011.. contents::
12 :depth: 1
13 :local:
14
lf627d2c82017-07-25 17:03:51 -060015
Victor Stinnerea3183f2013-12-03 01:08:00 +010016.. _coroutine:
17
18Coroutines
Yury Selivanov3faaa882018-09-14 13:32:07 -070019==========
Victor Stinnerea3183f2013-12-03 01:08:00 +010020
Kyle Stanleyf9000642019-10-10 19:18:46 -040021:term:`Coroutines <coroutine>` declared with the async/await syntax is the
22preferred way of writing asyncio applications. For example, the following
23snippet of code (requires Python 3.7+) prints "hello", waits 1 second,
Yury Selivanovb042cf12018-09-18 02:47:54 -040024and then prints "world"::
Victor Stinnerea3183f2013-12-03 01:08:00 +010025
Yury Selivanov3faaa882018-09-14 13:32:07 -070026 >>> import asyncio
Victor Stinnerea3183f2013-12-03 01:08:00 +010027
Yury Selivanov3faaa882018-09-14 13:32:07 -070028 >>> async def main():
29 ... print('hello')
30 ... await asyncio.sleep(1)
31 ... print('world')
Victor Stinnerea3183f2013-12-03 01:08:00 +010032
Yury Selivanov3faaa882018-09-14 13:32:07 -070033 >>> asyncio.run(main())
34 hello
35 world
Victor Stinnerea3183f2013-12-03 01:08:00 +010036
Yury Selivanov3faaa882018-09-14 13:32:07 -070037Note that simply calling a coroutine will not schedule it to
38be executed::
Victor Stinnerea3183f2013-12-03 01:08:00 +010039
Yury Selivanov3faaa882018-09-14 13:32:07 -070040 >>> main()
41 <coroutine object main at 0x1053bb7c8>
Victor Stinnerea3183f2013-12-03 01:08:00 +010042
Boštjan Mejak1d5bdef2019-05-19 11:01:36 +020043To actually run a coroutine, asyncio provides three main mechanisms:
Victor Stinnerea3183f2013-12-03 01:08:00 +010044
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -040045* The :func:`asyncio.run` function to run the top-level
Yury Selivanov3faaa882018-09-14 13:32:07 -070046 entry point "main()" function (see the above example.)
Victor Stinnerea3183f2013-12-03 01:08:00 +010047
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -040048* Awaiting on a coroutine. The following snippet of code will
Yury Selivanov3faaa882018-09-14 13:32:07 -070049 print "hello" after waiting for 1 second, and then print "world"
50 after waiting for *another* 2 seconds::
Victor Stinnerea3183f2013-12-03 01:08:00 +010051
Yury Selivanov3faaa882018-09-14 13:32:07 -070052 import asyncio
53 import time
Victor Stinnerea3183f2013-12-03 01:08:00 +010054
Yury Selivanov3faaa882018-09-14 13:32:07 -070055 async def say_after(delay, what):
56 await asyncio.sleep(delay)
57 print(what)
58
59 async def main():
Mariatta9f43fbb2018-10-24 15:37:12 -070060 print(f"started at {time.strftime('%X')}")
Yury Selivanov3faaa882018-09-14 13:32:07 -070061
62 await say_after(1, 'hello')
63 await say_after(2, 'world')
64
Mariatta9f43fbb2018-10-24 15:37:12 -070065 print(f"finished at {time.strftime('%X')}")
Yury Selivanov3faaa882018-09-14 13:32:07 -070066
67 asyncio.run(main())
68
69 Expected output::
70
71 started at 17:13:52
72 hello
73 world
74 finished at 17:13:55
75
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -040076* The :func:`asyncio.create_task` function to run coroutines
Yury Selivanov3faaa882018-09-14 13:32:07 -070077 concurrently as asyncio :class:`Tasks <Task>`.
78
Danny Hermes7bfbda42018-09-17 21:49:21 -070079 Let's modify the above example and run two ``say_after`` coroutines
Yury Selivanov3faaa882018-09-14 13:32:07 -070080 *concurrently*::
81
82 async def main():
83 task1 = asyncio.create_task(
84 say_after(1, 'hello'))
85
86 task2 = asyncio.create_task(
87 say_after(2, 'world'))
88
Mariatta9f43fbb2018-10-24 15:37:12 -070089 print(f"started at {time.strftime('%X')}")
Yury Selivanov3faaa882018-09-14 13:32:07 -070090
91 # Wait until both tasks are completed (should take
92 # around 2 seconds.)
93 await task1
94 await task2
95
Mariatta9f43fbb2018-10-24 15:37:12 -070096 print(f"finished at {time.strftime('%X')}")
Yury Selivanov3faaa882018-09-14 13:32:07 -070097
98 Note that expected output now shows that the snippet runs
99 1 second faster than before::
100
101 started at 17:14:32
102 hello
103 world
104 finished at 17:14:34
105
Yury Selivanov47150392018-09-18 17:55:44 -0400106
107.. _asyncio-awaitables:
108
109Awaitables
110==========
111
Yury Selivanove247b462018-09-20 12:43:59 -0400112We say that an object is an **awaitable** object if it can be used
113in an :keyword:`await` expression. Many asyncio APIs are designed to
114accept awaitables.
115
116There are three main types of *awaitable* objects:
117**coroutines**, **Tasks**, and **Futures**.
Yury Selivanov47150392018-09-18 17:55:44 -0400118
119
Yury Selivanove247b462018-09-20 12:43:59 -0400120.. rubric:: Coroutines
Yury Selivanov47150392018-09-18 17:55:44 -0400121
Yury Selivanove247b462018-09-20 12:43:59 -0400122Python coroutines are *awaitables* and therefore can be awaited from
123other coroutines::
124
125 import asyncio
Yury Selivanov47150392018-09-18 17:55:44 -0400126
127 async def nested():
128 return 42
129
130 async def main():
Yury Selivanove247b462018-09-20 12:43:59 -0400131 # Nothing happens if we just call "nested()".
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400132 # A coroutine object is created but not awaited,
133 # so it *won't run at all*.
Yury Selivanove247b462018-09-20 12:43:59 -0400134 nested()
135
136 # Let's do it differently now and await it:
137 print(await nested()) # will print "42".
138
139 asyncio.run(main())
140
141.. important::
142
143 In this documentation the term "coroutine" can be used for
144 two closely related concepts:
145
146 * a *coroutine function*: an :keyword:`async def` function;
147
148 * a *coroutine object*: an object returned by calling a
149 *coroutine function*.
150
151asyncio also supports legacy :ref:`generator-based
152<asyncio_generator_based_coro>` coroutines.
153
154
155.. rubric:: Tasks
Yury Selivanov47150392018-09-18 17:55:44 -0400156
157*Tasks* are used to schedule coroutines *concurrently*.
Yury Selivanov47150392018-09-18 17:55:44 -0400158
Yury Selivanove247b462018-09-20 12:43:59 -0400159When a coroutine is wrapped into a *Task* with functions like
160:func:`asyncio.create_task` the coroutine is automatically
161scheduled to run soon::
Yury Selivanov3faaa882018-09-14 13:32:07 -0700162
Yury Selivanove247b462018-09-20 12:43:59 -0400163 import asyncio
Yury Selivanov3faaa882018-09-14 13:32:07 -0700164
Yury Selivanove247b462018-09-20 12:43:59 -0400165 async def nested():
166 return 42
167
168 async def main():
169 # Schedule nested() to run soon concurrently
170 # with "main()".
171 task = asyncio.create_task(nested())
172
173 # "task" can now be used to cancel "nested()", or
174 # can simply be awaited to wait until it is complete:
175 await task
176
177 asyncio.run(main())
Victor Stinner337e03f2014-08-11 01:11:13 +0200178
Victor Stinnerea3183f2013-12-03 01:08:00 +0100179
Yury Selivanov47150392018-09-18 17:55:44 -0400180.. rubric:: Futures
181
Yury Selivanove247b462018-09-20 12:43:59 -0400182A :class:`Future` is a special **low-level** awaitable object that
183represents an **eventual result** of an asynchronous operation.
Yury Selivanov47150392018-09-18 17:55:44 -0400184
Yury Selivanove247b462018-09-20 12:43:59 -0400185When a Future object is *awaited* it means that the coroutine will
186wait until the Future is resolved in some other place.
187
Yury Selivanov47150392018-09-18 17:55:44 -0400188Future objects in asyncio are needed to allow callback-based code
189to be used with async/await.
190
Yury Selivanove247b462018-09-20 12:43:59 -0400191Normally **there is no need** to create Future objects at the
Yury Selivanov47150392018-09-18 17:55:44 -0400192application level code.
193
194Future objects, sometimes exposed by libraries and some asyncio
Yury Selivanove247b462018-09-20 12:43:59 -0400195APIs, can be awaited::
Yury Selivanov47150392018-09-18 17:55:44 -0400196
197 async def main():
198 await function_that_returns_a_future_object()
199
200 # this is also valid:
201 await asyncio.gather(
202 function_that_returns_a_future_object(),
203 some_python_coroutine()
204 )
205
Yury Selivanove247b462018-09-20 12:43:59 -0400206A good example of a low-level function that returns a Future object
207is :meth:`loop.run_in_executor`.
208
Yury Selivanov47150392018-09-18 17:55:44 -0400209
Yury Selivanov3faaa882018-09-14 13:32:07 -0700210Running an asyncio Program
211==========================
Victor Stinnerea3183f2013-12-03 01:08:00 +0100212
Elvis Pranskevichus63536bd2018-05-19 23:15:06 -0400213.. function:: run(coro, \*, debug=False)
Yury Selivanov02a0a192017-12-14 09:42:21 -0500214
Kyle Stanleye4070132019-09-30 20:12:21 -0400215 Execute the :term:`coroutine` *coro* and return the result.
216
Yury Selivanov02a0a192017-12-14 09:42:21 -0500217 This function runs the passed coroutine, taking care of
Kyle Stanley9fdc64c2019-09-19 08:47:22 -0400218 managing the asyncio event loop, *finalizing asynchronous
219 generators*, and closing the threadpool.
Yury Selivanov02a0a192017-12-14 09:42:21 -0500220
221 This function cannot be called when another asyncio event loop is
222 running in the same thread.
223
Yury Selivanov3faaa882018-09-14 13:32:07 -0700224 If *debug* is ``True``, the event loop will be run in debug mode.
Yury Selivanov02a0a192017-12-14 09:42:21 -0500225
226 This function always creates a new event loop and closes it at
227 the end. It should be used as a main entry point for asyncio
228 programs, and should ideally only be called once.
229
Emmanuel Arias17deb162019-09-25 05:53:49 -0300230 Example::
231
232 async def main():
233 await asyncio.sleep(1)
234 print('hello')
235
236 asyncio.run(main())
237
Yury Selivanov02a0a192017-12-14 09:42:21 -0500238 .. versionadded:: 3.7
239
Kyle Stanley9fdc64c2019-09-19 08:47:22 -0400240 .. versionchanged:: 3.9
241 Updated to use :meth:`loop.shutdown_default_executor`.
Yury Selivanov02a0a192017-12-14 09:42:21 -0500242
Kyle Stanleyf9000642019-10-10 19:18:46 -0400243 .. note::
244 The source code for ``asyncio.run()`` can be found in
245 :source:`Lib/asyncio/runners.py`.
246
Yury Selivanov3faaa882018-09-14 13:32:07 -0700247Creating Tasks
248==============
Victor Stinnerea3183f2013-12-03 01:08:00 +0100249
Alex Grönholmcca4eec2018-08-09 00:06:47 +0300250.. function:: create_task(coro, \*, name=None)
Andrew Svetlovf74ef452017-12-15 07:04:38 +0200251
Yury Selivanove247b462018-09-20 12:43:59 -0400252 Wrap the *coro* :ref:`coroutine <coroutine>` into a :class:`Task`
253 and schedule its execution. Return the Task object.
Alex Grönholmcca4eec2018-08-09 00:06:47 +0300254
255 If *name* is not ``None``, it is set as the name of the task using
256 :meth:`Task.set_name`.
Andrew Svetlovf74ef452017-12-15 07:04:38 +0200257
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400258 The task is executed in the loop returned by :func:`get_running_loop`,
Andrew Svetlovf74ef452017-12-15 07:04:38 +0200259 :exc:`RuntimeError` is raised if there is no running loop in
260 current thread.
261
Yury Selivanov47150392018-09-18 17:55:44 -0400262 This function has been **added in Python 3.7**. Prior to
263 Python 3.7, the low-level :func:`asyncio.ensure_future` function
264 can be used instead::
265
266 async def coro():
267 ...
268
269 # In Python 3.7+
270 task = asyncio.create_task(coro())
271 ...
272
273 # This works in all Python versions but is less readable
274 task = asyncio.ensure_future(coro())
275 ...
276
Andrew Svetlovf74ef452017-12-15 07:04:38 +0200277 .. versionadded:: 3.7
278
Alex Grönholmcca4eec2018-08-09 00:06:47 +0300279 .. versionchanged:: 3.8
280 Added the ``name`` parameter.
281
Victor Stinnerea3183f2013-12-03 01:08:00 +0100282
Yury Selivanov3faaa882018-09-14 13:32:07 -0700283Sleeping
284========
Andrew Svetlovf1240162016-01-11 14:40:35 +0200285
Victor Stinnerbdd574d2015-02-12 22:49:18 +0100286.. coroutinefunction:: sleep(delay, result=None, \*, loop=None)
Victor Stinnerea3183f2013-12-03 01:08:00 +0100287
Yury Selivanov3faaa882018-09-14 13:32:07 -0700288 Block for *delay* seconds.
289
290 If *result* is provided, it is returned to the caller
Eli Bendersky2d26af82014-01-20 06:59:23 -0800291 when the coroutine completes.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100292
Hrvoje Nikšićcd602b82018-10-01 12:09:38 +0200293 ``sleep()`` always suspends the current task, allowing other tasks
294 to run.
295
Matthias Bussonnierd0ebf132019-05-20 23:20:10 -0700296 .. deprecated-removed:: 3.8 3.10
297 The *loop* parameter.
Yury Selivanov47150392018-09-18 17:55:44 -0400298
Yury Selivanov7372c3b2018-09-14 15:11:24 -0700299 .. _asyncio_example_sleep:
Victor Stinner45b27ed2014-02-01 02:36:43 +0100300
Yury Selivanov3faaa882018-09-14 13:32:07 -0700301 Example of coroutine displaying the current date every second
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400302 for 5 seconds::
Victor Stinnerbdd574d2015-02-12 22:49:18 +0100303
Yury Selivanov3faaa882018-09-14 13:32:07 -0700304 import asyncio
305 import datetime
Victor Stinnerea3183f2013-12-03 01:08:00 +0100306
Yury Selivanov3faaa882018-09-14 13:32:07 -0700307 async def display_date():
308 loop = asyncio.get_running_loop()
309 end_time = loop.time() + 5.0
310 while True:
311 print(datetime.datetime.now())
312 if (loop.time() + 1.0) >= end_time:
313 break
314 await asyncio.sleep(1)
315
316 asyncio.run(display_date())
317
318
319Running Tasks Concurrently
320==========================
321
Yury Selivanove247b462018-09-20 12:43:59 -0400322.. awaitablefunction:: gather(\*aws, loop=None, return_exceptions=False)
Yury Selivanov3faaa882018-09-14 13:32:07 -0700323
Yury Selivanove247b462018-09-20 12:43:59 -0400324 Run :ref:`awaitable objects <asyncio-awaitables>` in the *aws*
Yury Selivanov47150392018-09-18 17:55:44 -0400325 sequence *concurrently*.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700326
Yury Selivanove247b462018-09-20 12:43:59 -0400327 If any awaitable in *aws* is a coroutine, it is automatically
Yury Selivanov47150392018-09-18 17:55:44 -0400328 scheduled as a Task.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700329
Yury Selivanov47150392018-09-18 17:55:44 -0400330 If all awaitables are completed successfully, the result is an
331 aggregate list of returned values. The order of result values
Yury Selivanove247b462018-09-20 12:43:59 -0400332 corresponds to the order of awaitables in *aws*.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700333
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400334 If *return_exceptions* is ``False`` (default), the first
335 raised exception is immediately propagated to the task that
336 awaits on ``gather()``. Other awaitables in the *aws* sequence
337 **won't be cancelled** and will continue to run.
338
Yury Selivanov47150392018-09-18 17:55:44 -0400339 If *return_exceptions* is ``True``, exceptions are treated the
340 same as successful results, and aggregated in the result list.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700341
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400342 If ``gather()`` is *cancelled*, all submitted awaitables
Yury Selivanov3faaa882018-09-14 13:32:07 -0700343 (that have not completed yet) are also *cancelled*.
344
Yury Selivanove247b462018-09-20 12:43:59 -0400345 If any Task or Future from the *aws* sequence is *cancelled*, it is
Yury Selivanov47150392018-09-18 17:55:44 -0400346 treated as if it raised :exc:`CancelledError` -- the ``gather()``
347 call is **not** cancelled in this case. This is to prevent the
348 cancellation of one submitted Task/Future to cause other
349 Tasks/Futures to be cancelled.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700350
Andrew Svetlova4888792019-09-12 15:40:40 +0300351 .. deprecated-removed:: 3.8 3.10
352 The *loop* parameter.
353
Yury Selivanov7372c3b2018-09-14 15:11:24 -0700354 .. _asyncio_example_gather:
355
Yury Selivanov3faaa882018-09-14 13:32:07 -0700356 Example::
357
358 import asyncio
359
360 async def factorial(name, number):
361 f = 1
362 for i in range(2, number + 1):
363 print(f"Task {name}: Compute factorial({i})...")
364 await asyncio.sleep(1)
365 f *= i
366 print(f"Task {name}: factorial({number}) = {f}")
367
368 async def main():
Yury Selivanov47150392018-09-18 17:55:44 -0400369 # Schedule three calls *concurrently*:
Yury Selivanov3faaa882018-09-14 13:32:07 -0700370 await asyncio.gather(
371 factorial("A", 2),
372 factorial("B", 3),
373 factorial("C", 4),
Miguel Ángel García9c53fa62018-09-18 08:01:26 +0200374 )
Yury Selivanov3faaa882018-09-14 13:32:07 -0700375
376 asyncio.run(main())
377
378 # Expected output:
379 #
380 # Task A: Compute factorial(2)...
381 # Task B: Compute factorial(2)...
382 # Task C: Compute factorial(2)...
383 # Task A: factorial(2) = 2
384 # Task B: Compute factorial(3)...
385 # Task C: Compute factorial(3)...
386 # Task B: factorial(3) = 6
387 # Task C: Compute factorial(4)...
388 # Task C: factorial(4) = 24
389
Vinay Sharmad42528a2020-07-20 14:12:57 +0530390 .. note::
391 If *return_exceptions* is False, cancelling gather() after it
392 has been marked done won't cancel any submitted awaitables.
393 For instance, gather can be marked done after propagating an
394 exception to the caller, therefore, calling ``gather.cancel()``
395 after catching an exception (raised by one of the awaitables) from
396 gather won't cancel any other awaitables.
397
Yury Selivanov47150392018-09-18 17:55:44 -0400398 .. versionchanged:: 3.7
399 If the *gather* itself is cancelled, the cancellation is
400 propagated regardless of *return_exceptions*.
401
Yury Selivanov3faaa882018-09-14 13:32:07 -0700402
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400403Shielding From Cancellation
404===========================
Yury Selivanov3faaa882018-09-14 13:32:07 -0700405
Yury Selivanove247b462018-09-20 12:43:59 -0400406.. awaitablefunction:: shield(aw, \*, loop=None)
Yury Selivanov3faaa882018-09-14 13:32:07 -0700407
Yury Selivanov47150392018-09-18 17:55:44 -0400408 Protect an :ref:`awaitable object <asyncio-awaitables>`
409 from being :meth:`cancelled <Task.cancel>`.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700410
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400411 If *aw* is a coroutine it is automatically scheduled as a Task.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100412
413 The statement::
414
Andrew Svetlov88743422017-12-11 17:35:49 +0200415 res = await shield(something())
Victor Stinnerea3183f2013-12-03 01:08:00 +0100416
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400417 is equivalent to::
Victor Stinnerea3183f2013-12-03 01:08:00 +0100418
Andrew Svetlov88743422017-12-11 17:35:49 +0200419 res = await something()
Victor Stinnerea3183f2013-12-03 01:08:00 +0100420
Yury Selivanov3faaa882018-09-14 13:32:07 -0700421 *except* that if the coroutine containing it is cancelled, the
422 Task running in ``something()`` is not cancelled. From the point
423 of view of ``something()``, the cancellation did not happen.
424 Although its caller is still cancelled, so the "await" expression
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400425 still raises a :exc:`CancelledError`.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100426
Yury Selivanov3faaa882018-09-14 13:32:07 -0700427 If ``something()`` is cancelled by other means (i.e. from within
428 itself) that would also cancel ``shield()``.
429
430 If it is desired to completely ignore cancellation (not recommended)
431 the ``shield()`` function should be combined with a try/except
432 clause, as follows::
Victor Stinnerea3183f2013-12-03 01:08:00 +0100433
434 try:
Andrew Svetlov88743422017-12-11 17:35:49 +0200435 res = await shield(something())
Victor Stinnerea3183f2013-12-03 01:08:00 +0100436 except CancelledError:
437 res = None
438
Andrew Svetlova4888792019-09-12 15:40:40 +0300439 .. deprecated-removed:: 3.8 3.10
440 The *loop* parameter.
441
Yury Selivanov950204d2016-05-16 16:23:00 -0400442
Yury Selivanov3faaa882018-09-14 13:32:07 -0700443Timeouts
444========
445
Yury Selivanove247b462018-09-20 12:43:59 -0400446.. coroutinefunction:: wait_for(aw, timeout, \*, loop=None)
Yury Selivanov3faaa882018-09-14 13:32:07 -0700447
Yury Selivanove247b462018-09-20 12:43:59 -0400448 Wait for the *aw* :ref:`awaitable <asyncio-awaitables>`
Yury Selivanov47150392018-09-18 17:55:44 -0400449 to complete with a timeout.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700450
Yury Selivanove247b462018-09-20 12:43:59 -0400451 If *aw* is a coroutine it is automatically scheduled as a Task.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700452
453 *timeout* can either be ``None`` or a float or int number of seconds
454 to wait for. If *timeout* is ``None``, block until the future
455 completes.
456
457 If a timeout occurs, it cancels the task and raises
458 :exc:`asyncio.TimeoutError`.
459
Yury Selivanov47150392018-09-18 17:55:44 -0400460 To avoid the task :meth:`cancellation <Task.cancel>`,
461 wrap it in :func:`shield`.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700462
463 The function will wait until the future is actually cancelled,
romasku382a5632020-05-15 23:12:05 +0300464 so the total wait time may exceed the *timeout*. If an exception
465 happens during cancellation, it is propagated.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700466
Yury Selivanove247b462018-09-20 12:43:59 -0400467 If the wait is cancelled, the future *aw* is also cancelled.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700468
Matthias Bussonnierd0ebf132019-05-20 23:20:10 -0700469 .. deprecated-removed:: 3.8 3.10
470 The *loop* parameter.
Yury Selivanov47150392018-09-18 17:55:44 -0400471
Yury Selivanov7372c3b2018-09-14 15:11:24 -0700472 .. _asyncio_example_waitfor:
473
Yury Selivanov3faaa882018-09-14 13:32:07 -0700474 Example::
475
476 async def eternity():
477 # Sleep for one hour
478 await asyncio.sleep(3600)
479 print('yay!')
480
481 async def main():
482 # Wait for at most 1 second
483 try:
484 await asyncio.wait_for(eternity(), timeout=1.0)
485 except asyncio.TimeoutError:
486 print('timeout!')
487
488 asyncio.run(main())
489
490 # Expected output:
491 #
492 # timeout!
493
494 .. versionchanged:: 3.7
Yury Selivanove247b462018-09-20 12:43:59 -0400495 When *aw* is cancelled due to a timeout, ``wait_for`` waits
496 for *aw* to be cancelled. Previously, it raised
Yury Selivanov3faaa882018-09-14 13:32:07 -0700497 :exc:`asyncio.TimeoutError` immediately.
498
499
500Waiting Primitives
501==================
502
Yury Selivanove247b462018-09-20 12:43:59 -0400503.. coroutinefunction:: wait(aws, \*, loop=None, timeout=None,\
Andrew Svetlovf1240162016-01-11 14:40:35 +0200504 return_when=ALL_COMPLETED)
Victor Stinnerea3183f2013-12-03 01:08:00 +0100505
Yury Selivanove247b462018-09-20 12:43:59 -0400506 Run :ref:`awaitable objects <asyncio-awaitables>` in the *aws*
Jakub Stasiak3d86d092020-11-02 11:56:35 +0100507 iterable concurrently and block until the condition specified
Yury Selivanov47150392018-09-18 17:55:44 -0400508 by *return_when*.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100509
Jakub Stasiak3d86d092020-11-02 11:56:35 +0100510 The *aws* iterable must not be empty.
Joel Rosdahl9d746582020-05-04 23:56:00 +0200511
Yury Selivanov3faaa882018-09-14 13:32:07 -0700512 Returns two sets of Tasks/Futures: ``(done, pending)``.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100513
Yury Selivanov996859a2018-09-25 14:51:21 -0400514 Usage::
515
516 done, pending = await asyncio.wait(aws)
517
Yury Selivanov3faaa882018-09-14 13:32:07 -0700518 *timeout* (a float or int), if specified, can be used to control
519 the maximum number of seconds to wait before returning.
520
521 Note that this function does not raise :exc:`asyncio.TimeoutError`.
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400522 Futures or Tasks that aren't done when the timeout occurs are simply
Yury Selivanov3faaa882018-09-14 13:32:07 -0700523 returned in the second set.
524
525 *return_when* indicates when this function should return. It must
526 be one of the following constants:
Victor Stinnerea3183f2013-12-03 01:08:00 +0100527
528 .. tabularcolumns:: |l|L|
529
530 +-----------------------------+----------------------------------------+
531 | Constant | Description |
532 +=============================+========================================+
533 | :const:`FIRST_COMPLETED` | The function will return when any |
534 | | future finishes or is cancelled. |
535 +-----------------------------+----------------------------------------+
536 | :const:`FIRST_EXCEPTION` | The function will return when any |
537 | | future finishes by raising an |
538 | | exception. If no future raises an |
539 | | exception then it is equivalent to |
540 | | :const:`ALL_COMPLETED`. |
541 +-----------------------------+----------------------------------------+
542 | :const:`ALL_COMPLETED` | The function will return when all |
543 | | futures finish or are cancelled. |
544 +-----------------------------+----------------------------------------+
545
Yury Selivanov3faaa882018-09-14 13:32:07 -0700546 Unlike :func:`~asyncio.wait_for`, ``wait()`` does not cancel the
547 futures when a timeout occurs.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100548
Andrew Svetlova4888792019-09-12 15:40:40 +0300549 .. deprecated:: 3.8
550
551 If any awaitable in *aws* is a coroutine, it is automatically
552 scheduled as a Task. Passing coroutines objects to
553 ``wait()`` directly is deprecated as it leads to
554 :ref:`confusing behavior <asyncio_example_wait_coroutine>`.
555
556 .. deprecated-removed:: 3.8 3.10
557
558 The *loop* parameter.
559
Yury Selivanov996859a2018-09-25 14:51:21 -0400560 .. _asyncio_example_wait_coroutine:
561 .. note::
Victor Stinnerea3183f2013-12-03 01:08:00 +0100562
Yury Selivanov996859a2018-09-25 14:51:21 -0400563 ``wait()`` schedules coroutines as Tasks automatically and later
564 returns those implicitly created Task objects in ``(done, pending)``
565 sets. Therefore the following code won't work as expected::
566
567 async def foo():
568 return 42
569
570 coro = foo()
571 done, pending = await asyncio.wait({coro})
572
573 if coro in done:
574 # This branch will never be run!
575
576 Here is how the above snippet can be fixed::
577
578 async def foo():
579 return 42
580
581 task = asyncio.create_task(foo())
582 done, pending = await asyncio.wait({task})
583
584 if task in done:
585 # Everything will work as expected now.
586
jack1142de927692020-05-13 20:55:12 +0200587 .. deprecated-removed:: 3.8 3.11
Matthias Bussonnierd0ebf132019-05-20 23:20:10 -0700588
Yury Selivanov996859a2018-09-25 14:51:21 -0400589 Passing coroutine objects to ``wait()`` directly is
590 deprecated.
Victor Stinnerea3183f2013-12-03 01:08:00 +0100591
Victor Stinnerea3183f2013-12-03 01:08:00 +0100592
Yury Selivanove247b462018-09-20 12:43:59 -0400593.. function:: as_completed(aws, \*, loop=None, timeout=None)
Yury Selivanov3faaa882018-09-14 13:32:07 -0700594
Yury Selivanove247b462018-09-20 12:43:59 -0400595 Run :ref:`awaitable objects <asyncio-awaitables>` in the *aws*
Jakub Stasiak3d86d092020-11-02 11:56:35 +0100596 iterable concurrently. Return an iterator of coroutines.
Bar Harel13206b52020-05-24 02:14:31 +0300597 Each coroutine returned can be awaited to get the earliest next
Jakub Stasiak3d86d092020-11-02 11:56:35 +0100598 result from the iterable of the remaining awaitables.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700599
600 Raises :exc:`asyncio.TimeoutError` if the timeout occurs before
601 all Futures are done.
602
Andrew Svetlova4888792019-09-12 15:40:40 +0300603 .. deprecated-removed:: 3.8 3.10
604 The *loop* parameter.
605
Yury Selivanov3faaa882018-09-14 13:32:07 -0700606 Example::
607
Bar Harel13206b52020-05-24 02:14:31 +0300608 for coro in as_completed(aws):
609 earliest_result = await coro
Yury Selivanov3faaa882018-09-14 13:32:07 -0700610 # ...
Victor Stinnerea3183f2013-12-03 01:08:00 +0100611
Victor Stinner3e09e322013-12-03 01:22:06 +0100612
Kyle Stanleycc2bbc22020-05-18 23:03:28 -0400613Running in Threads
614==================
615
616.. coroutinefunction:: to_thread(func, /, \*args, \*\*kwargs)
617
618 Asynchronously run function *func* in a separate thread.
619
620 Any \*args and \*\*kwargs supplied for this function are directly passed
Kyle Stanley0f562632020-05-21 01:20:43 -0400621 to *func*. Also, the current :class:`contextvars.Context` is propogated,
622 allowing context variables from the event loop thread to be accessed in the
623 separate thread.
Kyle Stanleycc2bbc22020-05-18 23:03:28 -0400624
Kyle Stanley2b201362020-05-31 03:07:04 -0400625 Return a coroutine that can be awaited to get the eventual result of *func*.
Kyle Stanleycc2bbc22020-05-18 23:03:28 -0400626
627 This coroutine function is primarily intended to be used for executing
628 IO-bound functions/methods that would otherwise block the event loop if
629 they were ran in the main thread. For example::
630
631 def blocking_io():
632 print(f"start blocking_io at {time.strftime('%X')}")
633 # Note that time.sleep() can be replaced with any blocking
634 # IO-bound operation, such as file operations.
635 time.sleep(1)
636 print(f"blocking_io complete at {time.strftime('%X')}")
637
638 async def main():
639 print(f"started main at {time.strftime('%X')}")
640
641 await asyncio.gather(
642 asyncio.to_thread(blocking_io),
643 asyncio.sleep(1))
644
645 print(f"finished main at {time.strftime('%X')}")
646
647
648 asyncio.run(main())
649
650 # Expected output:
651 #
652 # started main at 19:50:53
653 # start blocking_io at 19:50:53
654 # blocking_io complete at 19:50:54
655 # finished main at 19:50:54
656
657 Directly calling `blocking_io()` in any coroutine would block the event loop
658 for its duration, resulting in an additional 1 second of run time. Instead,
659 by using `asyncio.to_thread()`, we can run it in a separate thread without
660 blocking the event loop.
661
662 .. note::
663
664 Due to the :term:`GIL`, `asyncio.to_thread()` can typically only be used
665 to make IO-bound functions non-blocking. However, for extension modules
666 that release the GIL or alternative Python implementations that don't
667 have one, `asyncio.to_thread()` can also be used for CPU-bound functions.
668
Kyle Stanley0f562632020-05-21 01:20:43 -0400669 .. versionadded:: 3.9
670
Kyle Stanleycc2bbc22020-05-18 23:03:28 -0400671
Yury Selivanov3faaa882018-09-14 13:32:07 -0700672Scheduling From Other Threads
673=============================
Victor Stinner1ad5afc2014-01-30 00:18:50 +0100674
Yury Selivanov3faaa882018-09-14 13:32:07 -0700675.. function:: run_coroutine_threadsafe(coro, loop)
Victor Stinner1ad5afc2014-01-30 00:18:50 +0100676
Yury Selivanov3faaa882018-09-14 13:32:07 -0700677 Submit a coroutine to the given event loop. Thread-safe.
Victor Stinner1ad5afc2014-01-30 00:18:50 +0100678
Yury Selivanov47150392018-09-18 17:55:44 -0400679 Return a :class:`concurrent.futures.Future` to wait for the result
680 from another OS thread.
Victor Stinner1ad5afc2014-01-30 00:18:50 +0100681
Yury Selivanov3faaa882018-09-14 13:32:07 -0700682 This function is meant to be called from a different OS thread
683 than the one where the event loop is running. Example::
Victor Stinner72dcb0a2015-04-03 17:08:19 +0200684
Yury Selivanov3faaa882018-09-14 13:32:07 -0700685 # Create a coroutine
686 coro = asyncio.sleep(1, result=3)
Yury Selivanov37f15bc2014-02-20 16:20:44 -0500687
Yury Selivanov3faaa882018-09-14 13:32:07 -0700688 # Submit the coroutine to a given loop
689 future = asyncio.run_coroutine_threadsafe(coro, loop)
Victor Stinner1ad5afc2014-01-30 00:18:50 +0100690
Yury Selivanov3faaa882018-09-14 13:32:07 -0700691 # Wait for the result with an optional timeout argument
692 assert future.result(timeout) == 3
693
694 If an exception is raised in the coroutine, the returned Future
695 will be notified. It can also be used to cancel the task in
696 the event loop::
697
698 try:
699 result = future.result(timeout)
700 except asyncio.TimeoutError:
701 print('The coroutine took too long, cancelling the task...')
702 future.cancel()
703 except Exception as exc:
Mariatta9f43fbb2018-10-24 15:37:12 -0700704 print(f'The coroutine raised an exception: {exc!r}')
Yury Selivanov3faaa882018-09-14 13:32:07 -0700705 else:
Mariatta9f43fbb2018-10-24 15:37:12 -0700706 print(f'The coroutine returned: {result!r}')
Yury Selivanov3faaa882018-09-14 13:32:07 -0700707
708 See the :ref:`concurrency and multithreading <asyncio-multithreading>`
709 section of the documentation.
710
Vaibhav Gupta3a810762018-12-26 20:17:17 +0530711 Unlike other asyncio functions this function requires the *loop*
Yury Selivanov3faaa882018-09-14 13:32:07 -0700712 argument to be passed explicitly.
713
714 .. versionadded:: 3.5.1
715
716
717Introspection
718=============
719
720
721.. function:: current_task(loop=None)
722
723 Return the currently running :class:`Task` instance, or ``None`` if
724 no task is running.
725
726 If *loop* is ``None`` :func:`get_running_loop` is used to get
727 the current loop.
728
729 .. versionadded:: 3.7
730
731
732.. function:: all_tasks(loop=None)
733
734 Return a set of not yet finished :class:`Task` objects run by
735 the loop.
736
737 If *loop* is ``None``, :func:`get_running_loop` is used for getting
738 current loop.
739
740 .. versionadded:: 3.7
741
742
743Task Object
744===========
745
746.. class:: Task(coro, \*, loop=None, name=None)
747
Yury Selivanovdb1a80e2018-09-21 16:23:15 -0400748 A :class:`Future-like <Future>` object that runs a Python
Yury Selivanov3faaa882018-09-14 13:32:07 -0700749 :ref:`coroutine <coroutine>`. Not thread-safe.
750
751 Tasks are used to run coroutines in event loops.
752 If a coroutine awaits on a Future, the Task suspends
753 the execution of the coroutine and waits for the completion
754 of the Future. When the Future is *done*, the execution of
755 the wrapped coroutine resumes.
756
757 Event loops use cooperative scheduling: an event loop runs
758 one Task at a time. While a Task awaits for the completion of a
759 Future, the event loop runs other Tasks, callbacks, or performs
760 IO operations.
761
762 Use the high-level :func:`asyncio.create_task` function to create
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400763 Tasks, or the low-level :meth:`loop.create_task` or
764 :func:`ensure_future` functions. Manual instantiation of Tasks
765 is discouraged.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700766
767 To cancel a running Task use the :meth:`cancel` method. Calling it
768 will cause the Task to throw a :exc:`CancelledError` exception into
769 the wrapped coroutine. If a coroutine is awaiting on a Future
770 object during cancellation, the Future object will be cancelled.
771
772 :meth:`cancelled` can be used to check if the Task was cancelled.
773 The method returns ``True`` if the wrapped coroutine did not
774 suppress the :exc:`CancelledError` exception and was actually
775 cancelled.
776
777 :class:`asyncio.Task` inherits from :class:`Future` all of its
778 APIs except :meth:`Future.set_result` and
779 :meth:`Future.set_exception`.
780
781 Tasks support the :mod:`contextvars` module. When a Task
782 is created it copies the current context and later runs its
783 coroutine in the copied context.
Elvis Pranskevichuse2b340a2018-05-29 17:31:01 -0400784
785 .. versionchanged:: 3.7
Yury Selivanov3faaa882018-09-14 13:32:07 -0700786 Added support for the :mod:`contextvars` module.
787
788 .. versionchanged:: 3.8
789 Added the ``name`` parameter.
790
Andrew Svetlova4888792019-09-12 15:40:40 +0300791 .. deprecated-removed:: 3.8 3.10
792 The *loop* parameter.
793
Chris Jerdonek1ce58412020-05-15 16:55:50 -0700794 .. method:: cancel(msg=None)
Yury Selivanov3faaa882018-09-14 13:32:07 -0700795
796 Request the Task to be cancelled.
797
798 This arranges for a :exc:`CancelledError` exception to be thrown
799 into the wrapped coroutine on the next cycle of the event loop.
800
801 The coroutine then has a chance to clean up or even deny the
802 request by suppressing the exception with a :keyword:`try` ...
803 ... ``except CancelledError`` ... :keyword:`finally` block.
804 Therefore, unlike :meth:`Future.cancel`, :meth:`Task.cancel` does
805 not guarantee that the Task will be cancelled, although
806 suppressing cancellation completely is not common and is actively
807 discouraged.
808
Chris Jerdonek1ce58412020-05-15 16:55:50 -0700809 .. versionchanged:: 3.9
810 Added the ``msg`` parameter.
811
Yury Selivanov7372c3b2018-09-14 15:11:24 -0700812 .. _asyncio_example_task_cancel:
813
Yury Selivanov3faaa882018-09-14 13:32:07 -0700814 The following example illustrates how coroutines can intercept
815 the cancellation request::
816
817 async def cancel_me():
818 print('cancel_me(): before sleep')
819
820 try:
821 # Wait for 1 hour
822 await asyncio.sleep(3600)
823 except asyncio.CancelledError:
824 print('cancel_me(): cancel sleep')
825 raise
826 finally:
827 print('cancel_me(): after sleep')
828
829 async def main():
830 # Create a "cancel_me" Task
831 task = asyncio.create_task(cancel_me())
832
833 # Wait for 1 second
834 await asyncio.sleep(1)
835
836 task.cancel()
837 try:
838 await task
839 except asyncio.CancelledError:
840 print("main(): cancel_me is cancelled now")
841
842 asyncio.run(main())
843
844 # Expected output:
845 #
846 # cancel_me(): before sleep
847 # cancel_me(): cancel sleep
848 # cancel_me(): after sleep
849 # main(): cancel_me is cancelled now
850
851 .. method:: cancelled()
852
853 Return ``True`` if the Task is *cancelled*.
854
855 The Task is *cancelled* when the cancellation was requested with
856 :meth:`cancel` and the wrapped coroutine propagated the
857 :exc:`CancelledError` exception thrown into it.
858
859 .. method:: done()
860
861 Return ``True`` if the Task is *done*.
862
863 A Task is *done* when the wrapped coroutine either returned
864 a value, raised an exception, or the Task was cancelled.
865
Yury Selivanove247b462018-09-20 12:43:59 -0400866 .. method:: result()
867
868 Return the result of the Task.
869
870 If the Task is *done*, the result of the wrapped coroutine
871 is returned (or if the coroutine raised an exception, that
872 exception is re-raised.)
873
874 If the Task has been *cancelled*, this method raises
875 a :exc:`CancelledError` exception.
876
877 If the Task's result isn't yet available, this method raises
878 a :exc:`InvalidStateError` exception.
879
880 .. method:: exception()
881
882 Return the exception of the Task.
883
884 If the wrapped coroutine raised an exception that exception
885 is returned. If the wrapped coroutine returned normally
886 this method returns ``None``.
887
888 If the Task has been *cancelled*, this method raises a
889 :exc:`CancelledError` exception.
890
891 If the Task isn't *done* yet, this method raises an
892 :exc:`InvalidStateError` exception.
893
894 .. method:: add_done_callback(callback, *, context=None)
895
896 Add a callback to be run when the Task is *done*.
897
898 This method should only be used in low-level callback-based code.
899
900 See the documentation of :meth:`Future.add_done_callback`
901 for more details.
902
903 .. method:: remove_done_callback(callback)
904
905 Remove *callback* from the callbacks list.
906
907 This method should only be used in low-level callback-based code.
908
909 See the documentation of :meth:`Future.remove_done_callback`
910 for more details.
911
Yury Selivanov3faaa882018-09-14 13:32:07 -0700912 .. method:: get_stack(\*, limit=None)
913
914 Return the list of stack frames for this Task.
915
916 If the wrapped coroutine is not done, this returns the stack
917 where it is suspended. If the coroutine has completed
918 successfully or was cancelled, this returns an empty list.
919 If the coroutine was terminated by an exception, this returns
920 the list of traceback frames.
921
922 The frames are always ordered from oldest to newest.
923
924 Only one stack frame is returned for a suspended coroutine.
925
926 The optional *limit* argument sets the maximum number of frames
927 to return; by default all available frames are returned.
928 The ordering of the returned list differs depending on whether
929 a stack or a traceback is returned: the newest frames of a
930 stack are returned, but the oldest frames of a traceback are
931 returned. (This matches the behavior of the traceback module.)
932
933 .. method:: print_stack(\*, limit=None, file=None)
934
935 Print the stack or traceback for this Task.
936
937 This produces output similar to that of the traceback module
938 for the frames retrieved by :meth:`get_stack`.
939
940 The *limit* argument is passed to :meth:`get_stack` directly.
941
942 The *file* argument is an I/O stream to which the output
943 is written; by default output is written to :data:`sys.stderr`.
944
Alex Grönholm98ef9202019-05-30 18:30:09 +0300945 .. method:: get_coro()
946
947 Return the coroutine object wrapped by the :class:`Task`.
948
949 .. versionadded:: 3.8
950
Yury Selivanov3faaa882018-09-14 13:32:07 -0700951 .. method:: get_name()
952
953 Return the name of the Task.
954
955 If no name has been explicitly assigned to the Task, the default
956 asyncio Task implementation generates a default name during
957 instantiation.
958
959 .. versionadded:: 3.8
960
961 .. method:: set_name(value)
962
963 Set the name of the Task.
964
965 The *value* argument can be any object, which is then
966 converted to a string.
967
968 In the default Task implementation, the name will be visible
969 in the :func:`repr` output of a task object.
970
971 .. versionadded:: 3.8
972
Yury Selivanov3faaa882018-09-14 13:32:07 -0700973
974.. _asyncio_generator_based_coro:
975
976Generator-based Coroutines
977==========================
978
979.. note::
980
981 Support for generator-based coroutines is **deprecated** and
Yury Selivanovfad6af22018-09-25 17:44:52 -0400982 is scheduled for removal in Python 3.10.
Yury Selivanov3faaa882018-09-14 13:32:07 -0700983
984Generator-based coroutines predate async/await syntax. They are
Elvis Pranskevichus1fa2ec42018-09-17 19:16:44 -0400985Python generators that use ``yield from`` expressions to await
Yury Selivanov3faaa882018-09-14 13:32:07 -0700986on Futures and other coroutines.
987
988Generator-based coroutines should be decorated with
989:func:`@asyncio.coroutine <asyncio.coroutine>`, although this is not
990enforced.
991
992
993.. decorator:: coroutine
994
995 Decorator to mark generator-based coroutines.
996
997 This decorator enables legacy generator-based coroutines to be
998 compatible with async/await code::
999
1000 @asyncio.coroutine
1001 def old_style_coroutine():
1002 yield from asyncio.sleep(1)
1003
1004 async def main():
1005 await old_style_coroutine()
1006
Yury Selivanov3faaa882018-09-14 13:32:07 -07001007 This decorator should not be used for :keyword:`async def`
1008 coroutines.
1009
Andrew Svetlov68b34a72019-05-16 17:52:10 +03001010 .. deprecated-removed:: 3.8 3.10
1011
1012 Use :keyword:`async def` instead.
1013
Yury Selivanov3faaa882018-09-14 13:32:07 -07001014.. function:: iscoroutine(obj)
1015
1016 Return ``True`` if *obj* is a :ref:`coroutine object <coroutine>`.
1017
1018 This method is different from :func:`inspect.iscoroutine` because
Yury Selivanov59ee5b12018-09-27 15:48:30 -04001019 it returns ``True`` for generator-based coroutines.
Yury Selivanov3faaa882018-09-14 13:32:07 -07001020
1021.. function:: iscoroutinefunction(func)
1022
1023 Return ``True`` if *func* is a :ref:`coroutine function
1024 <coroutine>`.
1025
1026 This method is different from :func:`inspect.iscoroutinefunction`
1027 because it returns ``True`` for generator-based coroutine functions
1028 decorated with :func:`@coroutine <coroutine>`.