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  86. <li><a class="reference internal" href="#debug-mode">Debug Mode</a></li>
  87. <li><a class="reference internal" href="#concurrency-and-multithreading">Concurrency and Multithreading</a></li>
  88. <li><a class="reference internal" href="#running-blocking-code">Running Blocking Code</a></li>
  89. <li><a class="reference internal" href="#logging">Logging</a></li>
  90. <li><a class="reference internal" href="#detect-never-awaited-coroutines">Detect never-awaited coroutines</a></li>
  91. <li><a class="reference internal" href="#detect-never-retrieved-exceptions">Detect never-retrieved exceptions</a></li>
  92. </ul>
  93. </li>
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  174. <section id="developing-with-asyncio">
  175. <span id="asyncio-dev"></span><h1>Developing with asyncio<a class="headerlink" href="#developing-with-asyncio" title="Link to this heading">¶</a></h1>
  176. <p>Asynchronous programming is different from classic “sequential”
  177. programming.</p>
  178. <p>This page lists common mistakes and traps and explains how
  179. to avoid them.</p>
  180. <section id="debug-mode">
  181. <span id="asyncio-debug-mode"></span><h2>Debug Mode<a class="headerlink" href="#debug-mode" title="Link to this heading">¶</a></h2>
  182. <p>By default asyncio runs in production mode. In order to ease
  183. the development asyncio has a <em>debug mode</em>.</p>
  184. <p>There are several ways to enable asyncio debug mode:</p>
  185. <ul class="simple">
  186. <li><p>Setting the <span class="target" id="index-0"></span><a class="reference internal" href="../using/cmdline.html#envvar-PYTHONASYNCIODEBUG"><code class="xref std std-envvar docutils literal notranslate"><span class="pre">PYTHONASYNCIODEBUG</span></code></a> environment variable to <code class="docutils literal notranslate"><span class="pre">1</span></code>.</p></li>
  187. <li><p>Using the <a class="reference internal" href="devmode.html#devmode"><span class="std std-ref">Python Development Mode</span></a>.</p></li>
  188. <li><p>Passing <code class="docutils literal notranslate"><span class="pre">debug=True</span></code> to <a class="reference internal" href="asyncio-runner.html#asyncio.run" title="asyncio.run"><code class="xref py py-func docutils literal notranslate"><span class="pre">asyncio.run()</span></code></a>.</p></li>
  189. <li><p>Calling <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.set_debug" title="asyncio.loop.set_debug"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.set_debug()</span></code></a>.</p></li>
  190. </ul>
  191. <p>In addition to enabling the debug mode, consider also:</p>
  192. <ul>
  193. <li><p>setting the log level of the <a class="reference internal" href="#asyncio-logger"><span class="std std-ref">asyncio logger</span></a> to
  194. <a class="reference internal" href="logging.html#logging.DEBUG" title="logging.DEBUG"><code class="xref py py-const docutils literal notranslate"><span class="pre">logging.DEBUG</span></code></a>, for example the following snippet of code
  195. can be run at startup of the application:</p>
  196. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">logging</span><span class="o">.</span><span class="n">basicConfig</span><span class="p">(</span><span class="n">level</span><span class="o">=</span><span class="n">logging</span><span class="o">.</span><span class="n">DEBUG</span><span class="p">)</span>
  197. </pre></div>
  198. </div>
  199. </li>
  200. <li><p>configuring the <a class="reference internal" href="warnings.html#module-warnings" title="warnings: Issue warning messages and control their disposition."><code class="xref py py-mod docutils literal notranslate"><span class="pre">warnings</span></code></a> module to display
  201. <a class="reference internal" href="exceptions.html#ResourceWarning" title="ResourceWarning"><code class="xref py py-exc docutils literal notranslate"><span class="pre">ResourceWarning</span></code></a> warnings. One way of doing that is by
  202. using the <a class="reference internal" href="../using/cmdline.html#cmdoption-W"><code class="xref std std-option docutils literal notranslate"><span class="pre">-W</span></code></a> <code class="docutils literal notranslate"><span class="pre">default</span></code> command line option.</p></li>
  203. </ul>
  204. <p>When the debug mode is enabled:</p>
  205. <ul class="simple">
  206. <li><p>asyncio checks for <a class="reference internal" href="#asyncio-coroutine-not-scheduled"><span class="std std-ref">coroutines that were not awaited</span></a> and logs them; this mitigates
  207. the “forgotten await” pitfall.</p></li>
  208. <li><p>Many non-threadsafe asyncio APIs (such as <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.call_soon" title="asyncio.loop.call_soon"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.call_soon()</span></code></a> and
  209. <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.call_at" title="asyncio.loop.call_at"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.call_at()</span></code></a> methods) raise an exception if they are called
  210. from a wrong thread.</p></li>
  211. <li><p>The execution time of the I/O selector is logged if it takes too long to
  212. perform an I/O operation.</p></li>
  213. <li><p>Callbacks taking longer than 100 milliseconds are logged. The
  214. <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.slow_callback_duration" title="asyncio.loop.slow_callback_duration"><code class="xref py py-attr docutils literal notranslate"><span class="pre">loop.slow_callback_duration</span></code></a> attribute can be used to set the
  215. minimum execution duration in seconds that is considered “slow”.</p></li>
  216. </ul>
  217. </section>
  218. <section id="concurrency-and-multithreading">
  219. <span id="asyncio-multithreading"></span><h2>Concurrency and Multithreading<a class="headerlink" href="#concurrency-and-multithreading" title="Link to this heading">¶</a></h2>
  220. <p>An event loop runs in a thread (typically the main thread) and executes
  221. all callbacks and Tasks in its thread. While a Task is running in the
  222. event loop, no other Tasks can run in the same thread. When a Task
  223. executes an <code class="docutils literal notranslate"><span class="pre">await</span></code> expression, the running Task gets suspended, and
  224. the event loop executes the next Task.</p>
  225. <p>To schedule a <a class="reference internal" href="../glossary.html#term-callback"><span class="xref std std-term">callback</span></a> from another OS thread, the
  226. <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.call_soon_threadsafe" title="asyncio.loop.call_soon_threadsafe"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.call_soon_threadsafe()</span></code></a> method should be used. Example:</p>
  227. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">loop</span><span class="o">.</span><span class="n">call_soon_threadsafe</span><span class="p">(</span><span class="n">callback</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">)</span>
  228. </pre></div>
  229. </div>
  230. <p>Almost all asyncio objects are not thread safe, which is typically
  231. not a problem unless there is code that works with them from outside
  232. of a Task or a callback. If there’s a need for such code to call a
  233. low-level asyncio API, the <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.call_soon_threadsafe" title="asyncio.loop.call_soon_threadsafe"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.call_soon_threadsafe()</span></code></a> method
  234. should be used, e.g.:</p>
  235. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">loop</span><span class="o">.</span><span class="n">call_soon_threadsafe</span><span class="p">(</span><span class="n">fut</span><span class="o">.</span><span class="n">cancel</span><span class="p">)</span>
  236. </pre></div>
  237. </div>
  238. <p>To schedule a coroutine object from a different OS thread, the
  239. <a class="reference internal" href="asyncio-task.html#asyncio.run_coroutine_threadsafe" title="asyncio.run_coroutine_threadsafe"><code class="xref py py-func docutils literal notranslate"><span class="pre">run_coroutine_threadsafe()</span></code></a> function should be used. It returns a
  240. <a class="reference internal" href="concurrent.futures.html#concurrent.futures.Future" title="concurrent.futures.Future"><code class="xref py py-class docutils literal notranslate"><span class="pre">concurrent.futures.Future</span></code></a> to access the result:</p>
  241. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">async</span> <span class="k">def</span> <span class="nf">coro_func</span><span class="p">():</span>
  242. <span class="k">return</span> <span class="k">await</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">42</span><span class="p">)</span>
  243. <span class="c1"># Later in another OS thread:</span>
  244. <span class="n">future</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">run_coroutine_threadsafe</span><span class="p">(</span><span class="n">coro_func</span><span class="p">(),</span> <span class="n">loop</span><span class="p">)</span>
  245. <span class="c1"># Wait for the result:</span>
  246. <span class="n">result</span> <span class="o">=</span> <span class="n">future</span><span class="o">.</span><span class="n">result</span><span class="p">()</span>
  247. </pre></div>
  248. </div>
  249. <p>To handle signals the event loop must be
  250. run in the main thread.</p>
  251. <p>The <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.run_in_executor" title="asyncio.loop.run_in_executor"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.run_in_executor()</span></code></a> method can be used with a
  252. <a class="reference internal" href="concurrent.futures.html#concurrent.futures.ThreadPoolExecutor" title="concurrent.futures.ThreadPoolExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">concurrent.futures.ThreadPoolExecutor</span></code></a> to execute
  253. blocking code in a different OS thread without blocking the OS thread
  254. that the event loop runs in.</p>
  255. <p>There is currently no way to schedule coroutines or callbacks directly
  256. from a different process (such as one started with
  257. <a class="reference internal" href="multiprocessing.html#module-multiprocessing" title="multiprocessing: Process-based parallelism."><code class="xref py py-mod docutils literal notranslate"><span class="pre">multiprocessing</span></code></a>). The <a class="reference internal" href="asyncio-eventloop.html#asyncio-event-loop-methods"><span class="std std-ref">Event Loop Methods</span></a>
  258. section lists APIs that can read from pipes and watch file descriptors
  259. without blocking the event loop. In addition, asyncio’s
  260. <a class="reference internal" href="asyncio-subprocess.html#asyncio-subprocess"><span class="std std-ref">Subprocess</span></a> APIs provide a way to start a
  261. process and communicate with it from the event loop. Lastly, the
  262. aforementioned <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.run_in_executor" title="asyncio.loop.run_in_executor"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.run_in_executor()</span></code></a> method can also be used
  263. with a <a class="reference internal" href="concurrent.futures.html#concurrent.futures.ProcessPoolExecutor" title="concurrent.futures.ProcessPoolExecutor"><code class="xref py py-class docutils literal notranslate"><span class="pre">concurrent.futures.ProcessPoolExecutor</span></code></a> to execute
  264. code in a different process.</p>
  265. </section>
  266. <section id="running-blocking-code">
  267. <span id="asyncio-handle-blocking"></span><h2>Running Blocking Code<a class="headerlink" href="#running-blocking-code" title="Link to this heading">¶</a></h2>
  268. <p>Blocking (CPU-bound) code should not be called directly. For example,
  269. if a function performs a CPU-intensive calculation for 1 second,
  270. all concurrent asyncio Tasks and IO operations would be delayed
  271. by 1 second.</p>
  272. <p>An executor can be used to run a task in a different thread or even in
  273. a different process to avoid blocking the OS thread with the
  274. event loop. See the <a class="reference internal" href="asyncio-eventloop.html#asyncio.loop.run_in_executor" title="asyncio.loop.run_in_executor"><code class="xref py py-meth docutils literal notranslate"><span class="pre">loop.run_in_executor()</span></code></a> method for more
  275. details.</p>
  276. </section>
  277. <section id="logging">
  278. <span id="asyncio-logger"></span><h2>Logging<a class="headerlink" href="#logging" title="Link to this heading">¶</a></h2>
  279. <p>asyncio uses the <a class="reference internal" href="logging.html#module-logging" title="logging: Flexible event logging system for applications."><code class="xref py py-mod docutils literal notranslate"><span class="pre">logging</span></code></a> module and all logging is performed
  280. via the <code class="docutils literal notranslate"><span class="pre">&quot;asyncio&quot;</span></code> logger.</p>
  281. <p>The default log level is <a class="reference internal" href="logging.html#logging.INFO" title="logging.INFO"><code class="xref py py-const docutils literal notranslate"><span class="pre">logging.INFO</span></code></a>, which can be easily
  282. adjusted:</p>
  283. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="s2">&quot;asyncio&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">logging</span><span class="o">.</span><span class="n">WARNING</span><span class="p">)</span>
  284. </pre></div>
  285. </div>
  286. <p>Network logging can block the event loop. It is recommended to use
  287. a separate thread for handling logs or use non-blocking IO. For example,
  288. see <a class="reference internal" href="../howto/logging-cookbook.html#blocking-handlers"><span class="std std-ref">Dealing with handlers that block</span></a>.</p>
  289. </section>
  290. <section id="detect-never-awaited-coroutines">
  291. <span id="asyncio-coroutine-not-scheduled"></span><h2>Detect never-awaited coroutines<a class="headerlink" href="#detect-never-awaited-coroutines" title="Link to this heading">¶</a></h2>
  292. <p>When a coroutine function is called, but not awaited
  293. (e.g. <code class="docutils literal notranslate"><span class="pre">coro()</span></code> instead of <code class="docutils literal notranslate"><span class="pre">await</span> <span class="pre">coro()</span></code>)
  294. or the coroutine is not scheduled with <a class="reference internal" href="asyncio-task.html#asyncio.create_task" title="asyncio.create_task"><code class="xref py py-meth docutils literal notranslate"><span class="pre">asyncio.create_task()</span></code></a>, asyncio
  295. will emit a <a class="reference internal" href="exceptions.html#RuntimeWarning" title="RuntimeWarning"><code class="xref py py-exc docutils literal notranslate"><span class="pre">RuntimeWarning</span></code></a>:</p>
  296. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">asyncio</span>
  297. <span class="k">async</span> <span class="k">def</span> <span class="nf">test</span><span class="p">():</span>
  298. <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;never scheduled&quot;</span><span class="p">)</span>
  299. <span class="k">async</span> <span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
  300. <span class="n">test</span><span class="p">()</span>
  301. <span class="n">asyncio</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">main</span><span class="p">())</span>
  302. </pre></div>
  303. </div>
  304. <p>Output:</p>
  305. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">test</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">7</span><span class="p">:</span> <span class="ne">RuntimeWarning</span><span class="p">:</span> <span class="n">coroutine</span> <span class="s1">&#39;test&#39;</span> <span class="n">was</span> <span class="n">never</span> <span class="n">awaited</span>
  306. <span class="n">test</span><span class="p">()</span>
  307. </pre></div>
  308. </div>
  309. <p>Output in debug mode:</p>
  310. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">test</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">7</span><span class="p">:</span> <span class="ne">RuntimeWarning</span><span class="p">:</span> <span class="n">coroutine</span> <span class="s1">&#39;test&#39;</span> <span class="n">was</span> <span class="n">never</span> <span class="n">awaited</span>
  311. <span class="n">Coroutine</span> <span class="n">created</span> <span class="n">at</span> <span class="p">(</span><span class="n">most</span> <span class="n">recent</span> <span class="n">call</span> <span class="n">last</span><span class="p">)</span>
  312. <span class="n">File</span> <span class="s2">&quot;../t.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">9</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
  313. <span class="n">asyncio</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">main</span><span class="p">(),</span> <span class="n">debug</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
  314. <span class="o">&lt;</span> <span class="o">..</span> <span class="o">&gt;</span>
  315. <span class="n">File</span> <span class="s2">&quot;../t.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">7</span><span class="p">,</span> <span class="ow">in</span> <span class="n">main</span>
  316. <span class="n">test</span><span class="p">()</span>
  317. <span class="n">test</span><span class="p">()</span>
  318. </pre></div>
  319. </div>
  320. <p>The usual fix is to either await the coroutine or call the
  321. <a class="reference internal" href="asyncio-task.html#asyncio.create_task" title="asyncio.create_task"><code class="xref py py-meth docutils literal notranslate"><span class="pre">asyncio.create_task()</span></code></a> function:</p>
  322. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">async</span> <span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
  323. <span class="k">await</span> <span class="n">test</span><span class="p">()</span>
  324. </pre></div>
  325. </div>
  326. </section>
  327. <section id="detect-never-retrieved-exceptions">
  328. <h2>Detect never-retrieved exceptions<a class="headerlink" href="#detect-never-retrieved-exceptions" title="Link to this heading">¶</a></h2>
  329. <p>If a <a class="reference internal" href="asyncio-future.html#asyncio.Future.set_exception" title="asyncio.Future.set_exception"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Future.set_exception()</span></code></a> is called but the Future object is
  330. never awaited on, the exception would never be propagated to the
  331. user code. In this case, asyncio would emit a log message when the
  332. Future object is garbage collected.</p>
  333. <p>Example of an unhandled exception:</p>
  334. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">asyncio</span>
  335. <span class="k">async</span> <span class="k">def</span> <span class="nf">bug</span><span class="p">():</span>
  336. <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;not consumed&quot;</span><span class="p">)</span>
  337. <span class="k">async</span> <span class="k">def</span> <span class="nf">main</span><span class="p">():</span>
  338. <span class="n">asyncio</span><span class="o">.</span><span class="n">create_task</span><span class="p">(</span><span class="n">bug</span><span class="p">())</span>
  339. <span class="n">asyncio</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">main</span><span class="p">())</span>
  340. </pre></div>
  341. </div>
  342. <p>Output:</p>
  343. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">Task</span> <span class="n">exception</span> <span class="n">was</span> <span class="n">never</span> <span class="n">retrieved</span>
  344. <span class="n">future</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">Task</span> <span class="n">finished</span> <span class="n">coro</span><span class="o">=&lt;</span><span class="n">bug</span><span class="p">()</span> <span class="n">done</span><span class="p">,</span> <span class="n">defined</span> <span class="n">at</span> <span class="n">test</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">3</span><span class="o">&gt;</span>
  345. <span class="n">exception</span><span class="o">=</span><span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;not consumed&#39;</span><span class="p">)</span><span class="o">&gt;</span>
  346. <span class="n">Traceback</span> <span class="p">(</span><span class="n">most</span> <span class="n">recent</span> <span class="n">call</span> <span class="n">last</span><span class="p">):</span>
  347. <span class="n">File</span> <span class="s2">&quot;test.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">4</span><span class="p">,</span> <span class="ow">in</span> <span class="n">bug</span>
  348. <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;not consumed&quot;</span><span class="p">)</span>
  349. <span class="ne">Exception</span><span class="p">:</span> <span class="ow">not</span> <span class="n">consumed</span>
  350. </pre></div>
  351. </div>
  352. <p><a class="reference internal" href="#asyncio-debug-mode"><span class="std std-ref">Enable the debug mode</span></a> to get the
  353. traceback where the task was created:</p>
  354. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">asyncio</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">main</span><span class="p">(),</span> <span class="n">debug</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
  355. </pre></div>
  356. </div>
  357. <p>Output in debug mode:</p>
  358. <div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">Task</span> <span class="n">exception</span> <span class="n">was</span> <span class="n">never</span> <span class="n">retrieved</span>
  359. <span class="n">future</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">Task</span> <span class="n">finished</span> <span class="n">coro</span><span class="o">=&lt;</span><span class="n">bug</span><span class="p">()</span> <span class="n">done</span><span class="p">,</span> <span class="n">defined</span> <span class="n">at</span> <span class="n">test</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">3</span><span class="o">&gt;</span>
  360. <span class="n">exception</span><span class="o">=</span><span class="ne">Exception</span><span class="p">(</span><span class="s1">&#39;not consumed&#39;</span><span class="p">)</span> <span class="n">created</span> <span class="n">at</span> <span class="n">asyncio</span><span class="o">/</span><span class="n">tasks</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">321</span><span class="o">&gt;</span>
  361. <span class="n">source_traceback</span><span class="p">:</span> <span class="n">Object</span> <span class="n">created</span> <span class="n">at</span> <span class="p">(</span><span class="n">most</span> <span class="n">recent</span> <span class="n">call</span> <span class="n">last</span><span class="p">):</span>
  362. <span class="n">File</span> <span class="s2">&quot;../t.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">9</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
  363. <span class="n">asyncio</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">main</span><span class="p">(),</span> <span class="n">debug</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
  364. <span class="o">&lt;</span> <span class="o">..</span> <span class="o">&gt;</span>
  365. <span class="n">Traceback</span> <span class="p">(</span><span class="n">most</span> <span class="n">recent</span> <span class="n">call</span> <span class="n">last</span><span class="p">):</span>
  366. <span class="n">File</span> <span class="s2">&quot;../t.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">4</span><span class="p">,</span> <span class="ow">in</span> <span class="n">bug</span>
  367. <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&quot;not consumed&quot;</span><span class="p">)</span>
  368. <span class="ne">Exception</span><span class="p">:</span> <span class="ow">not</span> <span class="n">consumed</span>
  369. </pre></div>
  370. </div>
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  381. <ul>
  382. <li><a class="reference internal" href="#">Developing with asyncio</a><ul>
  383. <li><a class="reference internal" href="#debug-mode">Debug Mode</a></li>
  384. <li><a class="reference internal" href="#concurrency-and-multithreading">Concurrency and Multithreading</a></li>
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  387. <li><a class="reference internal" href="#detect-never-awaited-coroutines">Detect never-awaited coroutines</a></li>
  388. <li><a class="reference internal" href="#detect-never-retrieved-exceptions">Detect never-retrieved exceptions</a></li>
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