{"id":5000,"date":"2021-01-26T16:41:37","date_gmt":"2021-01-26T08:41:37","guid":{"rendered":"https:\/\/damogame.cn\/wordpress\/?p=5000"},"modified":"2021-01-26T16:41:37","modified_gmt":"2021-01-26T08:41:37","slug":"python%e5%8d%8f%e7%a8%8b%e7%b3%bb%e5%88%97%ef%bc%88%e5%85%ad%ef%bc%89-asyncio%e7%9a%84eventloop%e4%bb%a5%e5%8f%8afuture%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/i007.cc\/wordpress\/archives\/5000","title":{"rendered":"python\u534f\u7a0b\u7cfb\u5217\uff08\u516d\uff09\u2014\u2014asyncio\u7684EventLoop\u4ee5\u53caFuture\u8be6\u89e3"},"content":{"rendered":"<div class=\"article-header-box\">\n<div class=\"article-header\">\n<div class=\"article-title-box\"><\/div>\n<\/div>\n<\/div>\n<article class=\"baidu_pl\">\n<div id=\"article_content\" class=\"article_content clearfix\">\n<p><a href=\"https:\/\/blog.csdn.net\/qq_27825451\/article\/details\/86292513\">\u539f\u6587\u5730\u5740<\/a><\/p>\n<p>&nbsp;<\/p>\n<div id=\"content_views\" class=\"htmledit_views\">\n<p><strong>\u58f0\u660e\uff1a<\/strong>python\u534f\u7a0b\u7cfb\u5217\u6587\u7ae0\u7684\u4e0a\u4e00\u7bc7\uff0c\u5373\u7b2c\u4e94\u7bc7\uff0c\u8be6\u7ec6\u4ecb\u7ecd\u4e86asyncio\u7684\u6838\u5fc3\u6982\u5ff5\uff0casyncio\u7684\u8bbe\u8ba1\u67b6\u6784\uff0cTask\u7c7b\u7684\u8be6\u7ec6\u4f5c\u7528\uff0c\u672c\u6587\u4e3a\u7cfb\u5217\u6587\u7ae0\u7684\u7b2c\u516d\u7bc7\uff0c\u5c06\u4ecb\u7ecd\u66f4\u52a0\u5e95\u5c42\u7684API\uff0c\u4ee5EventLoop\u548cFuture\u4e3a\u4e3b\uff0c\u4ecb\u7ecd\u4ed6\u4eec\u7684\u8bbe\u8ba1\u7406\u5ff5\uff0c\u5305\u542b\u7684\u65b9\u6cd5\u4ee5\u53ca\u4f7f\u7528\u6280\u5de7\u3002<\/p>\n<h2>\u4e00\u3001\u4e8b\u4ef6\u5faa\u73afEventLoop<\/h2>\n<p>\u4e8b\u4ef6\u5faa\u73af\u662fasyncio\u7684\u6838\u5fc3\uff0c\u5f02\u6b65\u4efb\u52a1\u7684\u8fd0\u884c\u3001\u4efb\u52a1\u5b8c\u6210\u4e4b\u540e\u7684\u56de\u8c03\u3001\u7f51\u7edcIO\u64cd\u4f5c\u3001\u5b50\u8fdb\u7a0b\u7684\u8fd0\u884c\uff0c\u90fd\u662f\u901a\u8fc7\u4e8b\u4ef6\u5faa\u73af\u5b8c\u6210\u7684\u3002\u5728\u524d\u4e00\u7bc7\u6587\u7ae0\u4e2d\uff0c\u5df2\u7ecf\u63d0\u5230\u8fc7\uff0c\u5728python3.7\u4e2d\uff0c\u6211\u4eec\u751a\u81f3\u5b8c\u5168\u4e0d\u7528\u7ba1\u4e8b\u4ef6\u5faa\u73af\uff0c\u53ea\u9700\u8981\u4f7f\u7528\u9ad8\u5c42API\uff0c\u5373asyncio\u4e2d\u7684\u65b9\u6cd5\uff0c\u6211\u4eec\u5f88\u5c11\u76f4\u63a5\u4e0e\u4e8b\u4ef6\u5faa\u73af\u6253\u4ea4\u9053\uff0c\u4f46\u662f\u4e3a\u4e86\u66f4\u52a0\u719f\u6089asyncio\u7684\u8fd0\u884c\u539f\u7406\uff0c\u6700\u597d\u8fd8\u662f\u4e86\u89e3EventLoop\u7684\u8bbe\u8ba1\u539f\u7406\u3002<\/p>\n<p><strong>1\u3001\u4e8b\u4ef6\u5faa\u73af\u7684\u521b\u5efa\u3001\u83b7\u53d6\u3001\u8bbe\u7f6e\uff08\u4e0a\u6587\u5df2\u7ecf\u4ecb\u7ecd\u8fc7\u4e86\uff09<\/strong><\/p>\n<p><code>\uff081\uff09asyncio.<\/code><code>get_running_loop<\/code>()\u3002python3.7\u65b0\u6dfb\u52a0\u7684<\/p>\n<p><code>\uff082\uff09asyncio.<\/code><code>get_event_loop<\/code>()<\/p>\n<p><code>\uff083\uff09asyncio.set_event_loop<\/code>(<em>loop<\/em>)<\/p>\n<p><code>\uff084\uff09asyncio.<\/code><code>new_event_loop<\/code>()<\/p>\n<p><strong>2\u3001\u8fd0\u884c\u548c\u505c\u6b62\u4e8b\u4ef6\u5faa\u73af<\/strong><\/p>\n<p><code>\uff081\uff09loop.<\/code><code>run_until_complete<\/code>(<em>future<\/em>)\u3002\u8fd0\u884c\u4e8b\u4ef6\u5faa\u73af\uff0c\u76f4\u5230future\u8fd0\u884c\u7ed3\u675f<\/p>\n<p><code>\uff082\uff09loop.<\/code><code>run_forever<\/code>()\u3002\u5728python3.7\u4e2d\u5df2\u7ecf\u53d6\u6d88\u4e86\uff0c\u8868\u793a\u4e8b\u4ef6\u5faa\u73af\u4f1a\u4e00\u76f4\u8fd0\u884c\uff0c\u76f4\u5230\u9047\u5230stop\u3002<\/p>\n<p><code>\uff083\uff09loop.<\/code><code>stop<\/code>()\u3002\u505c\u6b62\u4e8b\u4ef6\u5faa\u73af<\/p>\n<p><code>\uff084\uff09loop.<\/code><code>is_running<\/code>()\u3002\u5982\u679c\u4e8b\u4ef6\u5faa\u73af\u4f9d\u7136\u5728\u8fd0\u884c\uff0c\u5219\u8fd4\u56deTrue<\/p>\n<p><code>\uff085\uff09loop.<\/code><code>is_closed<\/code>()\u3002\u5982\u679c\u4e8b\u4ef6\u5faa\u73af\u5df2\u7ecfclose\uff0c\u5219\u8fd4\u56deTrue<\/p>\n<p><code>\uff086\uff09loop.<\/code><code>close<\/code>()\u3002\u5173\u95ed\u4e8b\u4ef6\u5faa\u73af<\/p>\n<p><strong>3\u3001\u521b\u5efaFuture\u548cTask<\/strong><\/p>\n<p><code>\uff081\uff09loop.<\/code><code>create_future<\/code>(coroutine) \uff0c\u8fd4\u56defuture\u5bf9\u8c61<\/p>\n<p><code>\uff082\uff09loop.<\/code><code>create_task<\/code>(<em>corootine<\/em>) \uff0c\u8fd4\u56detask\u5bf9\u8c61<\/p>\n<p><code>\uff083\uff09loop.<\/code><code>set_task_factory<\/code>(<em>factory<\/em>)<\/p>\n<p><code>\uff084\uff09loop.<\/code><code>get_task_factory<\/code>()<\/p>\n<p><strong>4\u3001\u4e8b\u4ef6\u5faa\u73af\u7684\u65f6\u949f<\/strong><\/p>\n<p>loop.time()\u3002\u53ef\u4ee5\u8fd9\u4e48\u7406\u89e3\uff0c\u4e8b\u4ef6\u5faa\u73af\u5185\u90e8\u4e5f\u7ef4\u62a4\u7740\u4e00\u4e2a\u65f6\u949f\uff0c\u53ef\u4ee5\u67e5\u770b\u4e8b\u4ef6\u5faa\u73af\u73b0\u5728\u8fd0\u884c\u7684\u65f6\u95f4\u70b9\u662f\u591a\u5c11\uff0c\u5c31\u50cf\u666e\u901a\u7684time.time()\u7c7b\u4f3c\uff0c\u5b83\u8fd4\u56de\u7684\u662f\u4e00\u4e2a\u6d6e\u70b9\u6570\u503c\uff0c\u6bd4\u5982\u4e0b\u9762\u7684\u4ee3\u7801\u3002<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello1<\/span>(<span class=\"hljs-params\">a,b<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;\u51c6\u5907\u505a\u52a0\u6cd5\u8fd0\u7b97&#8217;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">3<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> a+b<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop=asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">t1=loop.time() <span class=\"hljs-comment\">#\u5f00\u59cb\u65f6\u95f4<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(t1)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(hello1(<span class=\"hljs-number\">3<\/span>,<span class=\"hljs-number\">4<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">t2=loop.time() <span class=\"hljs-comment\">#\u7ed3\u675f\u65f6\u95f4<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(t2)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(t2-t1) <span class=\"hljs-comment\">#\u65f6\u95f4\u95f4\u9694<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">28525.671<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u51c6\u5907\u505a\u52a0\u6cd5\u8fd0\u7b97<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">28528.703<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">3.0320000000028813<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p><strong>5\u3001\u8ba1\u5212\u6267\u884c\u56de\u8c03\u51fd\u6570\uff08CallBacks\uff09<\/strong><\/p>\n<p>\uff081\uff09loop.call_later(<em>delay<\/em>,\u00a0<em>callback<\/em>,\u00a0<em>*args<\/em>,\u00a0<em>context=None<\/em>)<\/p>\n<p>\u9996\u5148\u7b80\u5355\u7684\u8bf4\u4e00\u4e0b\u5b83\u7684\u542b\u4e49\uff0c\u5c31\u662f\u4e8b\u4ef6\u5faa\u73af\u5728delay\u591a\u957f\u65f6\u95f4\u4e4b\u540e\u624d\u6267\u884ccallback\u51fd\u6570\uff0c\u5b83\u7684\u8fd4\u56de\u503c\u662fasyncio.TimerHandle\u7c7b\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5bf9\u8c61\u3002<\/p>\n<p>\uff082\uff09loop.call_at(<em>when<\/em>,\u00a0<em>callback<\/em>,\u00a0<em>*args<\/em>,\u00a0<em>context=None<\/em>)<\/p>\n<p>\u5373\u5728\u67d0\u4e00\u4e2a\u65f6\u523b\u8fdb\u884c\u8c03\u7528\u8ba1\u5212\u7684\u56de\u8c03\u51fd\u6570\uff0c\u7b2c\u4e00\u4e2a\u53c2\u6570\u4e0d\u518d\u662fdelay\u800c\u662fwhen\uff0c\u8868\u793a\u4e00\u4e2a\u7edd\u5bf9\u7684\u65f6\u95f4\u70b9\uff0c\u7ed3\u5408\u524d\u9762\u7684loop.time\u4f7f\u7528\uff0c\u5b83\u7684\u4f7f\u7528\u65b9\u6cd5\u548ccall_later()\u5f88\u7c7b\u4f3c\u3002\u5b83\u7684\u8fd4\u56de\u503c\u662fasyncio.TimerHandle\u7c7b\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5bf9\u8c61\u3002<\/p>\n<p><code>\uff083\uff09loop.<\/code><code>call_soon<\/code>(<em>callback<\/em>,\u00a0<em>*args<\/em>,\u00a0<em>context=None<\/em>)<\/p>\n<p>\u5728\u4e0b\u4e00\u4e2a\u8fed\u4ee3\u7684\u65f6\u95f4\u5faa\u73af\u4e2d\u7acb\u523b\u8c03\u7528\u56de\u8c03\u51fd\u6570\uff0c\u7528\u6cd5\u540c\u4e0a\u9762\u3002\u5b83\u7684\u8fd4\u56de\u503c\u662fasyncio.Handle\u7c7b\u7684\u4e00\u4e2a\u5b9e\u4f8b\u5bf9\u8c61\u3002<\/p>\n<p><code>\uff084\uff09loop.<\/code><code>call_soon_threadsafe<\/code>(<em>callback<\/em>,\u00a0<em>*args<\/em>,\u00a0<em>context=None<\/em>)<\/p>\n<p>\u8fd9\u662fcall_soon()\u51fd\u6570\u7684\u7ebf\u7a0b\u5b89\u5168\u7248\u672c\uff0c\u8ba1\u5212\u56de\u8c03\u51fd\u6570\u5fc5\u987b\u5728\u53e6\u4e00\u4e2a\u7ebf\u7a0b\u4e2d\u4f7f\u7528\u3002<\/p>\n<p><strong>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff1a<\/strong>\u4e0a\u9762\u7684\u51e0\u4e2a\u56de\u8c03\u51fd\u6570\u90fd\u53ea\u4f7f\u7528\u4e86\u201c\u4f4d\u7f6e\u53c2\u6570\u201d\u54e6\uff0casyncio\u4e2d\uff0c\u5927\u90e8\u5206\u7684\u8ba1\u5212\u56de\u8c03\u51fd\u6570\u90fd\u4e0d\u652f\u6301\u201c\u5173\u952e\u5b57\u53c2\u6570\u201d\uff0c\u5982\u679c\u662f\u60f3\u8981\u4f7f\u7528\u5173\u952e\u5b57\u53c2\u6570\uff0c\u5219\u63a8\u8350\u4f7f\u7528functools.aprtial()\u5bf9\u65b9\u6cd5\u8fdb\u4e00\u6b65\u5305\u88c5\uff0c\u8be6\u7ec6\u53ef\u4ee5\u53c2\u8003\u524d\u9762\u7684python\u6807\u51c6\u5e93\u7cfb\u5217\u6587\u7ae0\u3002<\/p>\n<p>\u5982\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># will schedule &#8220;print(&#8220;Hello&#8221;, flush=True)&#8221;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_soon(<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">functools.partial(<span class=\"hljs-keyword\">print<\/span>, <span class=\"hljs-string\">&#8220;Hello&#8221;<\/span>, flush=<span class=\"hljs-literal\">True<\/span>))<\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u4e0b\u9762\u6765\u770b\u4e00\u4e0b\u5177\u4f53\u7684\u4f7f\u7528\u4f8b\u5b50\u3002<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">callback<\/span>(<span class=\"hljs-params\">n<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;\u6211\u662f\u56de\u8c03\u51fd\u6570\uff0c\u53c2\u6570\u4e3a\uff1a {0} &#8216;<\/span>.format(n))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">main<\/span>(<span class=\"hljs-params\">loop<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;\u5728\u5f02\u6b65\u51fd\u6570\u4e2d\u6ce8\u518c\u56de\u8c03\u51fd\u6570&#8217;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_later(<span class=\"hljs-number\">2<\/span>, callback, <span class=\"hljs-number\">1<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_later(<span class=\"hljs-number\">1<\/span>, callback, <span class=\"hljs-number\">2<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_soon(callback, <span class=\"hljs-number\">3<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">4<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;\u8fdb\u5165\u4e8b\u4ef6\u5faa\u73af&#8217;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(main(loop))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;\u5173\u95ed\u4e8b\u4ef6\u5faa\u73af&#8217;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"21\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"22\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"23\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u8fdb\u5165\u4e8b\u4ef6\u5faa\u73af<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"24\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u5728\u5f02\u6b65\u51fd\u6570\u4e2d\u6ce8\u518c\u56de\u8c03\u51fd\u6570<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"25\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u662f\u56de\u8c03\u51fd\u6570\uff0c\u53c2\u6570\u4e3a\uff1a 3<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"26\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u662f\u56de\u8c03\u51fd\u6570\uff0c\u53c2\u6570\u4e3a\uff1a 2<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"27\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u662f\u56de\u8c03\u51fd\u6570\uff0c\u53c2\u6570\u4e3a\uff1a 1<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"28\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u5173\u95ed\u4e8b\u4ef6\u5faa\u73af<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"29\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u518d\u770b\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">callback<\/span>(<span class=\"hljs-params\">a, loop<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;\u6211\u7684\u53c2\u6570\u4e3a {0}\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a{1}&#8221;<\/span>.format(a,loop.time()))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#call_later, call_at<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">if<\/span> __name__ == <span class=\"hljs-string\">&#8220;__main__&#8221;<\/span>:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">try<\/span>:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">now = loop.time()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_later(<span class=\"hljs-number\">5<\/span>, callback, <span class=\"hljs-number\">5<\/span>, loop) <span class=\"hljs-comment\">#\u7b2c\u4e00\u4e2a\u53c2\u6570\u8bbe\u7f6e\u7684\u65f6\u95f45.5\u79d2\u540e\u6267\u884c\uff0c<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_at(now+<span class=\"hljs-number\">2<\/span>, callback, <span class=\"hljs-number\">2<\/span>, loop) <span class=\"hljs-comment\">#\u5728\u6307\u5b9a\u7684\u65f6\u95f4\uff0c\u8fd0\u884c\uff0c\u5f53\u524d\u65f6\u95f4+2\u79d2<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_at(now+<span class=\"hljs-number\">1<\/span>, callback, <span class=\"hljs-number\">1<\/span>, loop)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_at(now+<span class=\"hljs-number\">3<\/span>, callback, <span class=\"hljs-number\">3<\/span>, loop)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.call_soon(callback, <span class=\"hljs-number\">4<\/span>, loop)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_forever() <span class=\"hljs-comment\">#\u8981\u7528\u8fd9\u4e2arun_forever\u8fd0\u884c\uff0c\u56e0\u4e3a\u6ca1\u6709\u4f20\u5165\u534f\u7a0b\uff0c\u8fd9\u4e2a\u51fd\u6570\u57283.7\u4e2d\u5df2\u7ecf\u88ab\u53d6\u6d88<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">except<\/span> KeyboardInterrupt:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Goodbye!&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"21\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"22\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u7684\u53c2\u6570\u4e3a 4\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a266419.843<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"23\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u7684\u53c2\u6570\u4e3a 1\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a266420.843<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"24\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u7684\u53c2\u6570\u4e3a 2\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a266421.859<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"25\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u7684\u53c2\u6570\u4e3a 3\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a266422.859<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"26\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">\u6211\u7684\u53c2\u6570\u4e3a 5\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e3a266424.843<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"27\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p><strong>\u603b\u7ed3\u6ce8\u610f\u4e8b\u9879\uff1a<\/strong><\/p>\n<p>\uff081\uff09CallBack\u51fd\u6570\u53ea\u80fd\u591f\u5b9a\u4e49\u4e3a\u540c\u6b65\u65b9\u6cd5\uff0c\u4e0d\u80fd\u591f\u5b9a\u4e49\u4e3aasync\u65b9\u6cd5\uff0c\u53ca\u4e0d\u80fd\u4f7f\u7528async\u548c@asyncio.coroutine\u4fee\u9970\uff1b<\/p>\n<p>\uff082\uff09\u6bcf\u4e00\u4e2aCallBack\u65b9\u6cd5\u53ea\u4f1a\u8c03\u7528\u4e00\u6b21\uff0c\u5982\u679c\u5728\u540c\u4e00\u4e2a\u65f6\u523b\u6709\u53e6\u4e2aCallBack\u65b9\u6cd5\u9700\u8981\u8c03\u7528\uff0c\u5219\u4ed6\u4eec\u7684\u6267\u884c\u987a\u5e8f\u662f\u4e0d\u786e\u5b9a\u7684\uff1b<\/p>\n<p>\uff083\uff09\u6ce8\u610f\u4f7f\u7528functools.partial\uff08\uff09\u53bb\u4fee\u9970\u5e26\u6709\u5173\u952e\u5b57\u53c2\u6570\u7684CallBack\u65b9\u6cd5\uff1b<\/p>\n<p><strong>\uff084\uff09\u5982\u4f55\u7406\u89e3\uff1f<\/strong>\u5bf9\u4e8e\u4e00\u822c\u7684\u5f02\u6b65\u51fd\u6570\uff0c\u6211\u4eec\u9700\u8981\u5c06\u5b83\u653e\u5728\u65f6\u95f4\u5faa\u73af\u91cc\u9762\uff0c\u7136\u540e\u901a\u8fc7\u4e8b\u4ef6\u5faa\u73af\u53bb\u5faa\u73af\u8c03\u7528\u5b83\uff0c\u800c\u56e0\u4e3aCallBack\u5e76\u4e0d\u662f\u5f02\u6b65\u51fd\u6570\uff0c\u5b83\u662f\u5b9a\u4e49\u4e3a\u666e\u901a\u7684\u540c\u6b65\u65b9\u6cd5\uff0c\u6240\u4ee5\u4e0d\u80fd\u591f\u653e\u5728\u65f6\u95f4\u5faa\u73af\u91cc\u9762\uff0c\u4f46\u662f\u5982\u679c\u6211\u4f9d\u7136\u60f3\u8981\u8ba9\u4e8b\u4ef6\u5faa\u73af\u53bb\u6267\u884c\u5b83\u600e\u4e48\u529e\u5462\uff1f\u90a3\u5c31\u4e0d\u653e\u8fdb\u4e8b\u4ef6\u5faa\u73af\uff0c\u76f4\u63a5\u8ba9\u4e8b\u4ef6\u5faa\u73af\u201c\u7acb\u5373\u3001\u7a0d\u540e\u3001\u5728\u4ec0\u4e48\u65f6\u5019\u201d\u53bb\u6267\u884c\u5b83\u4e0d\u5c31\u884c\u4e86\u561b\uff0ccall\u7684\u542b\u4e49\u5c31\u662f\u201c\u6267\u884c\u201d\u3002<\/p>\n<h2>\u4e8c\u3001\u5e95\u5c42API\u4e4bFuture<\/h2>\n<p><strong>1\u3001Future\u7684\u5b9a\u4e49\u6982\u89c8<\/strong><\/p>\n<p>Future\u7684\u672c\u8d28\u662f\u4e00\u4e2a\u7c7b\u3002\u4ed6\u8868\u793a\u7684\u662f\u5f02\u6b65\u64cd\u4f5c\u7684\u6700\u7ec8\u5c06\u8981\u8fd4\u56de\u7684\u7ed3\u679c\uff0c\u6545\u800c\u547d\u540d\u4e3aFuture\uff0c\u5b83\u4e0d\u662f\u7ebf\u7a0b\u5b89\u5168\u7684\u3002Future\u5bf9\u8c61\u662fawaitable\u7684\uff0c\u53c2\u89c1\u7cfb\u7c7b\u6587\u7ae0\u7684\u524d\u9762\uff0c<\/p>\n<p><em>class\u00a0<\/em><code>asyncio.<\/code><code>Future<\/code>(<em>*<\/em>,\u00a0<em>loop=None<\/em>)<\/p>\n<p><strong>2\u3001asyncio\u4e2d\u5173\u4e8eFuture\u7684\u51e0\u4e2a\u65b9\u6cd5<\/strong><\/p>\n<p><code>\uff081\uff09asyncio.<\/code><code>isfuture<\/code>(<em>obj<\/em>) \u3002\u5224\u65ad\u4e00\u4e2a\u5bf9\u8c61\u662f\u4e0d\u662fFuture\uff0c\u6ce8\u610fpython\u4e2d\u4e00\u5207\u7686\u5bf9\u8c61\u54e6\uff0c\u5305\u62ec\u51fd\u6570\uff0c\u5f53obj\u662f\u4e0b\u9762\u51e0\u79cd\u60c5\u51b5\u65f6\u8fd4\u56detrue\uff1a<\/p>\n<ul>\n<li>asyncio.Future\u7684\u5b9e\u4f8b\u5bf9\u8c61<\/li>\n<li>asyncio.Task\u7684\u5b9e\u4f8b\u5bf9\u8c61<\/li>\n<li>\u4e00\u4e2a\u5177\u6709\u00a0<code>_asyncio_future_blocking<\/code>\u00a0\u5c5e\u6027\u7684\u5bf9\u8c61<\/li>\n<\/ul>\n<p><code>\uff082\uff09asyncio.<\/code><code>ensure_future<\/code>(<em>obj<\/em>,\u00a0<em>*<\/em>,\u00a0<em>loop=None<\/em>)\u3002\u5c06\u4e00\u4e2aobj\u5305\u88c5\u6210Future<\/p>\n<p><code>\uff083\uff09asyncio.<\/code><code>wrap_future<\/code>(<em>future<\/em>,\u00a0<em>*<\/em>,\u00a0<em>loop=None<\/em>)<\/p>\n<p>\u5c06<a href=\"https:\/\/docs.python.org\/3\/library\/concurrent.futures.html#concurrent.futures.Future\"><code>concurrent.futures.Future<\/code><\/a>\u5bf9\u8c61\u5305\u88c5\u6210\u4e00\u4e2a\u00a0<a href=\"https:\/\/docs.python.org\/3\/library\/asyncio-future.html#asyncio.Future\"><code>asyncio.Future<\/code><\/a>\u00a0\u5bf9\u8c61\u3002<\/p>\n<p><strong>3\u3001Future\u5bf9\u8c61\u7684\u5e38\u7528\u65b9\u6cd5<\/strong><\/p>\n<p><code>\uff081\uff09result<\/code>()\u3002\u8fd4\u56deFuture\u6267\u884c\u7684\u7ed3\u679c\u8fd4\u56de\u503c<\/p>\n<p>\u5982\u679cFuture\u88ab\u6267\u884c\u5b8c\u6210\uff0c\u5982\u679c\u4f7f\u7528set_result()\u65b9\u6cd5\u8bbe\u7f6e\u4e86\u4e00\u4e2a\u7ed3\u679c\uff0c\u90a3\u4e2a\u8bbe\u7f6e\u7684value\u5c31\u4f1a\u88ab\u8fd4\u56de\uff1b<\/p>\n<p>\u5982\u679cFuture\u88ab\u6267\u884c\u5b8c\u6210\uff0c\u5982\u679c\u4f7f\u7528set_exception()\u65b9\u6cd5\u8bbe\u7f6e\u4e86\u4e00\u4e2a\u5f02\u5e38\uff0c\u90a3\u4e48\u4f7f\u7528\u8fd9\u4e2a\u65b9\u6cd5\u4e5f\u4f1a\u89e6\u53d1\u5f02\u5e38\uff1b<\/p>\n<p>\u5982\u679cFuture\u88ab\u53d6\u6d88\u4e86\uff0c\u90a3\u4e48\u4f7f\u7528\u8fd9\u4e2a\u65b9\u6cd5\u4f1a\u89e6\u53d1CancelledError\u5f02\u5e38\uff1b<\/p>\n<p>\u5982\u679cFuture\u7684\u7ed3\u679c\u4e0d\u53ef\u7528\u6216\u8005\u662f\u4e0d\u53ef\u8fbe\uff0c\u90a3\u4e48\u4f7f\u7528\u8fd9\u4e2a\u65b9\u6cd5\u4e5f\u4f1a\u89e6\u53d1InvalidStateError\u5f02\u5e38\uff1b<\/p>\n<p><code>\uff082\uff09set_result<\/code>(<em>result<\/em>)<\/p>\n<p>\u6807\u8bb0Future\u5df2\u7ecf\u6267\u884c\u5b8c\u6bd5\uff0c\u5e76\u4e14\u8bbe\u7f6e\u5b83\u7684\u8fd4\u56de\u503c\u3002<\/p>\n<p><code>\uff083\uff09set_exception<\/code>(<em>exception<\/em>)<\/p>\n<p>\u6807\u8bb0Future\u5df2\u7ecf\u6267\u884c\u5b8c\u6bd5\uff0c\u5e76\u4e14\u89e6\u53d1\u4e00\u4e2a\u5f02\u5e38\u3002<\/p>\n<p><code>\uff084\uff09done<\/code>()<\/p>\n<p>\u5982\u679cFuture1\u6267\u884c\u5b8c\u6bd5\uff0c\u5219\u8fd4\u56de\u00a0<code>True<\/code>\u00a0\u3002<\/p>\n<p><code>\uff085\uff09cancelled<\/code>()<\/p>\n<p>\u5224\u65ad\u4efb\u52a1\u662f\u5426\u53d6\u6d88\u3002<\/p>\n<p><code>\uff086\uff09add_done_callback<\/code>(<em>callback<\/em>,\u00a0<em>*<\/em>,\u00a0<em>context=None<\/em>)<\/p>\n<p>\u5728Future\u5b8c\u6210\u4e4b\u540e\uff0c\u7ed9\u5b83\u6dfb\u52a0\u4e00\u4e2a\u56de\u8c03\u65b9\u6cd5\uff0c\u8fd9\u4e2a\u65b9\u6cd5\u5c31\u76f8\u5f53\u4e8e\u662floop.call_soon()\u65b9\u6cd5\uff0c\u53c2\u89c1\u524d\u9762\uff0c\u5982\u4e0b\u4f8b\u5b50\uff1a<\/p>\n<p>\u5982\u679c\u8981\u56de\u8c03\u5e26\u6709\u5173\u952e\u5b57\u53c2\u6570\u7684\u51fd\u6570\uff0c\u4e5f\u9700\u8981\u4f7f\u7528partial\u65b9\u6cd5\u54e6\u3002<\/p>\n<p><code>\uff087\uff09remove_done_callback<\/code>(<em>callback<\/em>)<\/p>\n<p><code>\uff088\uff09cancel<\/code>()<\/p>\n<p><code>\uff089\uff09exception<\/code>()<\/p>\n<p><code>\uff0810\uff09get_loop<\/code>()\u3002\u8fd4\u56deFuture\u6240\u7ed1\u5b9a\u7684\u4e8b\u4ef6\u5faa\u73af<\/p>\n<h2>\u4e09\u3001\u96c6\u4e2d\u56de\u7b54\u4ee5\u4e0b\u51e0\u4e2a\u95ee\u9898<\/h2>\n<p>\u901a\u8fc7\u524d\u9762\u7684\u8bb2\u89e3\uff0c\u5df2\u7ecf\u8bb2\u6e05\u695a\u4e86asyncio\u67b6\u6784\u91cc\u9762\u7684\u4e00\u4e9b\u57fa\u672c\u4e1c\u897f\uff0c\u73b0\u5728\u53ef\u4ee5\u6765\u96c6\u4e2d\u56de\u7b54\u4ee5\u4e0b\u4e00\u4e9b\u5e38\u89c1\u7684\u95ee\u9898\u4e86\uff0c\u5f04\u6e05\u695a\u8fd9\u5e0c\u5c14\u95ee\u9898\uff0c\u53ef\u4ee5\u65b9\u4fbf\u6211\u4eec\u66f4\u52a0\u6df1\u5165\u7684\u7406\u89e3\u534f\u7a0b\u3002<\/p>\n<p><strong>1\u3001\u5f88\u591a\u4e2a\u534f\u7a0b\u4e00\u8d77\u8fd0\u884c\u6709\u521b\u5efa\u65b0\u7684\u7ebf\u7a0b\u5417\uff1f<\/strong><\/p>\n<p>\u534f\u7a0b\u8fd0\u884c\u65f6\uff0c\u90fd\u662f\u5728\u4e00\u4e2a\u7ebf\u7a0b\u4e2d\u8fd0\u884c\u7684\uff0c\u6ca1\u6709\u521b\u5efa\u65b0\u7684\u7ebf\u7a0b\u3002\u5982\u4e0b<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span>\u00a0asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span>\u00a0time<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span>\u00a0threading<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">a=time.time()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span>\u00a0<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span>\u00a0<span class=\"hljs-title\">hello1<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">f&#8221;Hello\u00a0world\u00a001\u00a0begin,my\u00a0thread\u00a0is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0<span class=\"hljs-keyword\">await<\/span>\u00a0asyncio.sleep(<span class=\"hljs-number\">3<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">&#8220;Hello\u00a0again\u00a001\u00a0end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span>\u00a0<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span>\u00a0<span class=\"hljs-title\">hello2<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">f&#8221;Hello\u00a0world\u00a002\u00a0begin,my\u00a0thread\u00a0is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0<span class=\"hljs-keyword\">await<\/span>\u00a0asyncio.sleep(<span class=\"hljs-number\">2<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">&#8220;Hello\u00a0again\u00a002\u00a0end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span>\u00a0<span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span>\u00a0<span class=\"hljs-title\">hello3<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">f&#8221;Hello\u00a0world\u00a003\u00a0begin,my\u00a0thread\u00a0is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0<span class=\"hljs-keyword\">await<\/span>\u00a0asyncio.sleep(<span class=\"hljs-number\">1<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">\u00a0\u00a0\u00a0\u00a0print(<span class=\"hljs-string\">&#8220;Hello\u00a0again\u00a003\u00a0end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"21\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"22\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop\u00a0=\u00a0asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"23\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">tasks\u00a0=\u00a0[hello1(),\u00a0hello2(),hello3()]<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"24\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(asyncio.wait(tasks))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"25\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"26\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"27\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"28\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"29\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">b=time.time()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"30\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8216;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"31\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(b-a)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"32\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"33\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0world\u00a003\u00a0begin,my\u00a0thread\u00a0is:&lt;_MainThread(MainThread,\u00a0started\u00a04168)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"34\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0world\u00a002\u00a0begin,my\u00a0thread\u00a0is:&lt;_MainThread(MainThread,\u00a0started\u00a04168)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"35\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0world\u00a001\u00a0begin,my\u00a0thread\u00a0is:&lt;_MainThread(MainThread,\u00a0started\u00a04168)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"36\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0again\u00a003\u00a0end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"37\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0again\u00a002\u00a0end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"38\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello\u00a0again\u00a001\u00a0end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"39\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"40\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">2.994506597518921<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"41\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u4ece\u4e0a\u9762\u90a3\u4e2a\u53ef\u4ee5\u770b\u51fa\uff0c\u4e09\u4e2a\u4e0d\u540c\u7684\u534f\u7a0b\u51fd\u6570\u90fd\u662f\u5728\u4e00\u4e2a\u7ebf\u7a0b\u5b8c\u6210\u7684\u3002\u4f46\u662f\u5e76\u4e0d\u662f\u610f\u5473\u7740\uff0c\u591a\u4e2a\u534f\u7a0b\u51fd\u6570\u53ea\u80fd\u5728\u4e00\u4e2a\u7ebf\u7a0b\u4e2d\u6267\u884c\uff0c\u540c\u6837\u53ef\u4ee5\u521b\u5efa\u65b0\u7684\u7ebf\u7a0b\uff0c\u5176\u5b9e\u6211\u4eec\u5b8c\u5168\u53ef\u4ee5\u5728\u65b0\u7684\u7ebf\u7a0b\u4e2d\u91cd\u65b0\u521b\u5efa\u4e00\u4e2a\u4e8b\u4ef6\u5faa\u73af\uff0c\u5177\u4f53\u7684\u5b9e\u4f8b\u53c2\u89c1\u540e\u9762\u3002<\/p>\n<p><strong>2\u3001\u7ebf\u7a0b\u4e00\u5b9a\u6548\u7387\u66f4\u9ad8\u5417\uff1f<\/strong><\/p>\n<p>\u4e5f\u4e0d\u662f\u7edd\u5bf9\u7684\uff0c\u5f53\u7136\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\uff0c\u5f02\u6b65\u65b9\u5f0f\u7684\u6267\u884c\u6548\u7387\u662f\u66f4\u9ad8\u7684\uff0c\u5c31\u6bd4\u5982\u4e0a\u9762\u7684\u4e09\u4e2a\u51fd\u6570\uff0c\u5982\u679c\u6309\u7167\u540c\u6b65\u7684\u65b9\u5f0f\u6267\u884c\uff0c\u5219\u4e00\u5171\u9700\u89816\u79d2\u7684\u65f6\u95f4\uff0c\u4f46\u662f\u91c7\u7528\u534f\u7a0b\u5219\u53ea\u9700\u8981\u6700\u957f\u7684\u90a3\u4e2a\u65f6\u95f43\u79d2\uff0c\u8fd9\u81ea\u7136\u662f\u63d0\u9ad8\u4e86\u5de5\u4f5c\u6548\u7387\uff0c\u90a3\u662f\u4e0d\u662f\u4e00\u5b9a\u4f1a\u63d0\u9ad8\u5462\uff1f\u4e5f\u4e0d\u4e00\u5b9a\uff0c\u8fd9\u4e0e\u534f\u7a0b\u7684\u8c03\u7528\u65b9\u5f0f\u662f\u7531\u5bc6\u5207\u5173\u7cfb\u7684\u3002\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> time<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> threading<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">a=time.time()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello1<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">f&#8221;Hello world 01 begin,my thread is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">3<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 01 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello2<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">f&#8221;Hello world 02 begin,my thread is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">2<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 02 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello3<\/span>():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">f&#8221;Hello world 03 begin,my thread is:<span class=\"hljs-subst\">{threading.currentThread()}<\/span>&#8220;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> hello2()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> hello1()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"21\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 03 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"22\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"23\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"24\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">tasks = [hello3()]<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"25\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(asyncio.wait(tasks))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"26\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"27\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"28\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"29\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">b=time.time()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"30\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8216;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"31\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(b-a)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"32\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"33\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"34\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 03 begin,my thread is:&lt;_MainThread(MainThread, started 13308)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"35\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 02 begin,my thread is:&lt;_MainThread(MainThread, started 13308)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"36\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 02 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"37\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 01 begin,my thread is:&lt;_MainThread(MainThread, started 13308)&gt;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"38\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 01 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"39\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 03 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"40\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"41\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">5.008373498916626<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"42\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u6211\u4eec\u53d1\u73b0\u4e00\u4e2a\u95ee\u9898\uff0c\u4e0a\u9762\u6267\u884c\u7684\u987a\u5e8f\u5b8c\u5168\u4e0d\u662f\u5f02\u6b65\u6267\u884c\uff0c\u6267\u884c\u7684\u65f6\u95f4\u4e5f\u6ca1\u6709\u5f97\u5230\u6539\u5584\uff0c\u7a76\u5176\u539f\u56e0\uff0c\u662f\u56e0\u4e3a\u4e0a\u9762\u662f\u901a\u8fc7hello3\u53bb\u8c03\u7528hello1\u548chello2\u7684\uff0c\u8fd9\u548c\u540c\u6b65\u8c03\u7528\u7684\u65b9\u5f0f\u5b8c\u5168\u662f\u4e00\u6837\u7684\uff0c\u5373\u4f7f\u6211\u5b9a\u4e49\u7684\u90fd\u662f\u5f02\u6b65\u65b9\u6cd5\uff0c\u5b83\u65e2\u6ca1\u6709\u63d0\u9ad8\u6267\u884c\u6548\u7387\uff0c\u8fd8\u4f1a\u6709\u963b\u585e\u3002<\/p>\n<p><strong>\u7ed3\u8bba\uff1a<\/strong>\u5728\u6709\u5f88\u591a\u4e2a\u5f02\u6b65\u65b9\u5f0f\u7684\u65f6\u5019\uff0c\u4e00\u5b9a\u8981\u5c3d\u91cf\u907f\u514d\u8fd9\u79cd\u5f02\u6b65\u51fd\u6570\u7684\u76f4\u63a5\u8c03\u7528\uff0c\u8fd9\u548c\u540c\u6b65\u662f\u6ca1\u4ec0\u4e48\u533a\u522b\u7684\uff0c\u4e00\u5b9a\u8981\u901a\u8fc7\u4e8b\u4ef6\u5faa\u73afloop\uff0c\u201c\u8ba9\u4e8b\u4ef6\u5faa\u73af\u5728\u5404\u4e2a\u5f02\u6b65\u51fd\u6570\u4e4b\u95f4\u4e0d\u505c\u6e38\u8d70\u201d\uff0c\u8fd9\u6837\u624d\u4e0d\u4f1a\u9020\u6210\u963b\u585e\u3002<\/p>\n<p><strong>3\u3001\u534f\u7a0b\u4f1a\u4e0d\u4f1a\u6709\u963b\u585e\u5462\uff1f<\/strong><\/p>\n<p>\u5f02\u6b65\u65b9\u5f0f\u4f9d\u7136\u4f1a\u6709\u963b\u585e\u7684\uff0c\u5f53\u6211\u4eec\u5b9a\u4e49\u7684\u5f88\u591a\u4e2a\u5f02\u6b65\u65b9\u6cd5\u5f7c\u6b64\u4e4b\u95f4\u6709\u4e00\u6765\u7684\u65f6\u5019\uff0c\u6bd4\u5982\uff0c\u6211\u5fc5\u987b\u8981\u7b49\u5230\u51fd\u65701\u6267\u884c\u5b8c\u6bd5\uff0c\u51fd\u65702\u9700\u8981\u7528\u5230\u51fd\u65701\u7684\u8fd4\u56de\u503c\uff0c\u5982\u4e0a\u9762\u7684\u4f8b\u5b502\u6240\u793a\uff0c\u5c31\u4f1a\u9020\u6210\u963b\u585e\uff0c\u8fd9\u4e5f\u662f\u5f02\u6b65\u7f16\u7a0b\u7684\u96be\u70b9\u4e4b\u4e00\uff0c\u5982\u4f55\u5408\u7406\u914d\u7f6e\u8fd9\u4e9b\u8d44\u6e90\uff0c\u5c3d\u91cf\u51cf\u5c11\u51fd\u6570\u4e4b\u95f4\u7684\u660e\u786e\u4f9d\u8d56\uff0c\u8fd9\u662f\u5f88\u91cd\u8981\u7684\u3002<\/p>\n<p><strong>4\u3001\u534f\u7a0b\u76844\u79cd\u72b6\u6001<\/strong><\/p>\n<p>\u534f\u7a0b\u51fd\u6570\u76f8\u6bd4\u4e8e\u4e00\u822c\u7684\u51fd\u6570\u6765\u8bf4\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u534f\u7a0b\u5305\u88c5\u6210\u4efb\u52a1Task\uff0c\u4efb\u52a1Task\u5c31\u5728\u4e8e\u53ef\u4ee5\u8ddf\u8e2a\u5b83\u7684\u72b6\u6001\uff0c\u6211\u5c31\u77e5\u9053\u5b83\u5177\u4f53\u6267\u884c\u5230\u54ea\u4e00\u6b65\u4e86\uff0c\u4e00\u822c\u6765\u8bf4\uff0c\u534f\u7a0b\u51fd\u6570\u5177\u67094\u79cd\u72b6\u6001\uff0c\u53ef\u4ee5\u901a\u8fc7\u76f8\u5173\u7684\u6a21\u5757\u8fdb\u884c\u67e5\u770b\uff0c\u8bf7\u53c2\u89c1\u524d\u9762\u7684\u6587\u7ae0\uff0c\u4ed6\u7684\u56db\u79cd\u72b6\u6001\u4e3a\uff1a<\/p>\n<ul>\n<li>Pending<\/li>\n<li>Running<\/li>\n<li>Done<\/li>\n<li>Cacelled<\/li>\n<\/ul>\n<p>\u521b\u5efafuture\u7684\u65f6\u5019\uff0ctask\u4e3apending\uff0c\u4e8b\u4ef6\u5faa\u73af\u8c03\u7528\u6267\u884c\u7684\u65f6\u5019\u5f53\u7136\u5c31\u662frunning\uff0c\u8c03\u7528\u5b8c\u6bd5\u81ea\u7136\u5c31\u662fdone\uff0c\u5982\u679c\u9700\u8981\u505c\u6b62\u4e8b\u4ef6\u5faa\u73af\uff0c\u4e2d\u9014\u9700\u8981\u53d6\u6d88\uff0c\u5c31\u9700\u8981\u5148\u628atask\u53d6\u6d88\uff0c\u5373\u4e3acancelled\u3002<\/p>\n<h2>\u56db\u3001\u591a\u4efb\u52a1\u5b9e\u73b0\u5e76\u53d1<\/h2>\n<p>python\u5f02\u6b65\u534f\u7a0b\u51fd\u6570\u7684\u6700\u7ec8\u76ee\u7684\u662f\u5b9e\u73b0\u5e76\u53d1\uff0c\u8fd9\u6837\u624d\u80fd\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<p>\u6211\u4eec\u7ecf\u5e38\u770b\u89c1\u4e0b\u9762\u8fd9\u6837\u7684\u4ee3\u7801\uff0c\u5373\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">tasks = asyncio.gather(*[task1,task2\uff0ctask3])<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(tasks)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#\u6216\u8005\u662f<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">tasks = asyncio.wait([task1,task2\uff0ctask3])<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(tasks)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#\u751a\u81f3\u53ef\u4ee5\u5199\u5728\u4e00\u8d77\uff0c\u5373<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(asyncio.gather(*[task1,task2\uff0ctask3])<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#\u6216\u8005\u662f<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">asyncio.gather(asyncio.wait([task1,task2\uff0ctask3]))<\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u4e0a\u9762\u8fd9\u4e9b\u90fd\u662f\u4e00\u4e9b\u7b80\u5355\u7684\u5e94\u7528\uff0c\u53ef\u4ee5\u540c\u65f6\u8fdb\u884c\u591a\u4efb\u52a1\uff0c\u8fdb\u884c\u5e76\u53d1\uff0c\u4f46\u662f\u5982\u679c\u6211\u4eec\u6bcf\u4e00\u4e2a\u4efb\u52a1\u90fd\u6709\u8fd4\u56de\u503c\uff0c\u800c\u4e14\u9700\u8981\u83b7\u53d6\u8fd9\u4e9b\u8fd4\u56de\u503c\uff0c\u8fd9\u6837\u505a\u663e\u7136\u8fd8\u4e0d\u591f\uff0c\u8fd8\u9700\u8981\u505a\u8fdb\u4e00\u6b65\u7684\u5904\u7406\u3002<\/p>\n<p>asyncio\u5b9e\u73b0\u5e76\u53d1\u7684\u601d\u60f3\u662f\u4e00\u6837\u7684\uff0c\u53ea\u662f\u5b9e\u73b0\u7684\u624b\u6bb5\u7a0d\u6709\u533a\u522b\uff0c\u4e3b\u8981\u6709\u4ee5\u4e0b\u51e0\u79cd\u5b9e\u73b0\u65b9\u5f0f\uff1a<\/p>\n<p><strong>\uff081\uff09\u4f7f\u7528gather\u540c\u65f6\u6ce8\u518c\u591a\u4e2a\u4efb\u52a1\uff0c\u5b9e\u73b0\u5e76\u53d1<\/strong><\/p>\n<p><em>awaitable\u00a0<\/em><code>asyncio.<\/code><code>gather<\/code>(<em>*aws<\/em>,\u00a0<em>loop=None<\/em>,\u00a0<em>return_exceptions=False<\/em>)<\/p>\n<p>\u6ce8\u610f\u4e8b\u9879\uff1a<\/p>\n<p>gather\u7684\u8fd4\u56de\u503c\u662f\u5b83\u6240\u7ed1\u5b9a\u7684\u6240\u6709\u4efb\u52a1\u7684\u6267\u884c\u7ed3\u679c\uff0c\u800c\u4e14\u987a\u5e8f\u662f\u4e0d\u53d8\u7684\uff0c\u5373\u8fd4\u56de\u7684result\u7684\u987a\u5e8f\u548c\u7ed1\u5b9a\u7684\u987a\u5e8f\u662f\u4fdd\u6301\u4e00\u81f4\u7684\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u5b83\u662fawaitable\u7684\uff0c\u6240\u4ee5\uff0c\u5982\u679c\u9700\u8981\u83b7\u53d6\u591a\u4e2a\u4efb\u52a1\u7684\u8fd4\u56de\u503c\uff0c\u65e2\u7136\u662fawaitable\u7684\uff0c\u5c31\u9700\u8981\u5c06\u5b83\u653e\u5728\u4e00\u4e2a\u51fd\u6570\u91cc\u9762\uff0c\u6240\u4ee5\u6211\u4eec\u5f15\u5165\u4e00\u4e2a\u5305\u88c5\u591a\u4e2a\u4efb\u52a1\u7684\u5165\u53e3main\uff0c\u8fd9\u4e5f\u662fpython3.7\u7684\u601d\u60f3\u3002\u5982\u4e0b\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># import asyncio<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># import time<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># import threading<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># a=time.time()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># async def hello1():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(f&#8221;Hello world 01 begin,my thread is:{threading.currentThread()}&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># await asyncio.sleep(3)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(&#8220;Hello again 01 end&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># async def hello2():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(f&#8221;Hello world 02 begin,my thread is:{threading.currentThread()}&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># await asyncio.sleep(2)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(&#8220;Hello again 02 end&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"16\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"17\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># async def hello3():<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"18\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(f&#8221;Hello world 03 begin,my thread is:{threading.currentThread()}&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"19\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># await hello2()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"20\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># await hello1()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"21\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(&#8220;Hello again 03 end&#8221;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"22\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"23\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># loop = asyncio.get_event_loop()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"24\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># tasks = [hello3()]<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"25\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># loop.run_until_complete(asyncio.wait(tasks))<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"26\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"27\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># loop.close()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"28\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"29\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"30\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># b=time.time()<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"31\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(&#8216;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8216;)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"32\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\"># print(b-a)<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"33\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"34\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> asyncio<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"35\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">import<\/span> time<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"36\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"37\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"38\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello1<\/span>(<span class=\"hljs-params\">a,b<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"39\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello world 01 begin&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"40\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">3<\/span>) <span class=\"hljs-comment\">#\u6a21\u62df\u8017\u65f6\u4efb\u52a13\u79d2<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"41\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 01 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"42\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> a+b<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"43\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"44\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello2<\/span>(<span class=\"hljs-params\">a,b<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"45\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello world 02 begin&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"46\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">2<\/span>) <span class=\"hljs-comment\">#\u6a21\u62df\u8017\u65f6\u4efb\u52a12\u79d2<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"47\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 02 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"48\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> a-b<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"49\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"50\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">hello3<\/span>(<span class=\"hljs-params\">a,b<\/span>):<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"51\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello world 03 begin&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"52\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">await<\/span> asyncio.sleep(<span class=\"hljs-number\">4<\/span>) <span class=\"hljs-comment\">#\u6a21\u62df\u8017\u65f6\u4efb\u52a14\u79d2<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"53\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(<span class=\"hljs-string\">&#8220;Hello again 03 end&#8221;<\/span>)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"54\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> a*b<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"55\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"56\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">main<\/span>():<\/span> <span class=\"hljs-comment\">#\u5c01\u88c5\u591a\u4efb\u52a1\u7684\u5165\u53e3\u51fd\u6570<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"57\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task1=asyncio.ensure_future(hello1(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"58\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task2=asyncio.ensure_future(hello2(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"59\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task3=asyncio.ensure_future(hello3(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"60\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">results=<span class=\"hljs-keyword\">await<\/span> asyncio.gather(task1,task2,task3)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"61\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">for<\/span> result <span class=\"hljs-keyword\">in<\/span> results: <span class=\"hljs-comment\">#\u901a\u8fc7\u8fed\u4ee3\u83b7\u53d6\u51fd\u6570\u7684\u7ed3\u679c\uff0c\u6bcf\u4e00\u4e2a\u5143\u7d20\u5c31\u662f\u76f8\u5bf9\u5e94\u7684\u4efb\u52a1\u7684\u8fd4\u56de\u503c\uff0c\u987a\u5e8f\u90fd\u6ca1\u53d8<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"62\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(result)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"63\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"64\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"65\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"66\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(main())<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"67\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"68\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"69\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;\u8fd0\u884c\u7ed3\u679c\u4e3a\uff1a<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"70\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 01 begin<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"71\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 02 begin<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"72\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello world 03 begin<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"73\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 02 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"74\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 01 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"75\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">Hello again 03 end<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"76\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">15<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"77\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">5<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"78\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">50<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"79\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-string\">&#8221;&#8217;<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p><strong>\uff082\uff09\u4f7f\u7528wait\u53ef\u4ee5\u540c\u65f6\u6ce8\u518c\u591a\u4e2a\u4efb\u52a1\uff0c\u5b9e\u73b0\u5e76\u53d1<\/strong><\/p>\n<p><em>await\u00a0<\/em><code>asyncio.<\/code><code>wait<\/code>(<em>aws<\/em>,\u00a0<em>*<\/em>,\u00a0<em>loop=None<\/em>,\u00a0<em>timeout=None<\/em>,\u00a0<em>return_when=ALL_COMPLETED<\/em>)<\/p>\n<p>\u5b83\u4e0egather\u4e0d\u540c\u7684\u5730\u65b9\u662f\u4ed6\u7684\u53c2\u6570\u662f\u96c6\u5408\u7c7b\u578b\uff0c\u800c\u4e14\u4ed6\u7684\u8fd4\u56de\u7c7b\u578b\u662f\u8fd9\u6837\u4e00\u4e2a\u5f62\u5f0f\uff0c\u5373<\/p>\n<p>(done, pending).\u3000\u3000\u3000#\u8fd4\u56dedones\u662f\u5df2\u7ecf\u5b8c\u6210\u7684\u4efb\u52a1\uff0cpending\u662f\u672a\u5b8c\u6210\u7684\u4efb\u52a1\uff0c\u90fd\u662f\u96c6\u5408\u7c7b\u578b\uff0c\u4e0d\u540c\u7684\u662f\u6bcf\u4e00\u4e2a\u5143\u7d20\u4e0d\u518d\u662f\u8fd4\u56de\u503c\uff0c\u800c\u662f\u67d0\u4e00\u4e2atask\u54e6\uff0c<\/p>\n<p>\u76f8\u540c\u7684\u662f\u5b83\u4f9d\u7136\u4e5f\u662fawaitable\u7684\uff0c\u6545\u800c\u4e5f\u9700\u8981\u5b9a\u4e49\u5728\u4e00\u4e2a\u5f02\u6b65\u51fd\u6570main\uff08\uff09\u4e2d\uff0c\u5982\u4e0b\u3002<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#\u524d\u9762\u7684\u4ee3\u7801\u548c\u4e0a\u9762\u4e00\u6837<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">main<\/span>():<\/span> <span class=\"hljs-comment\">#\u5c01\u88c5\u591a\u4efb\u52a1\u7684\u5165\u53e3\u51fd\u6570<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task1=asyncio.ensure_future(hello1(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task2=asyncio.ensure_future(hello2(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task3=asyncio.ensure_future(hello3(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">done,pending=<span class=\"hljs-keyword\">await<\/span> asyncio.wait([task1,task2,task3])<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">for<\/span> done_task <span class=\"hljs-keyword\">in<\/span> done:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(done_task.result()) <span class=\"hljs-comment\">#\u8fd9\u91cc\u8fd4\u56de\u7684\u662f\u4e00\u4e2a\u4efb\u52a1\uff0c\u4e0d\u662f\u76f4\u63a5\u7684\u8fd4\u56de\u503c\uff0c\u6545\u800c\u9700\u8981\u4f7f\u7528result\u51fd\u6570\u8fdb\u884c\u83b7\u53d6<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.run_until_complete(main())<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#\u8fd0\u884c\u7ed3\u679c\u4e5f\u4e00\u6837<\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p><strong>\uff083\uff09\u4f7f\u7528as_completed\u53ef\u4ee5\u540c\u65f6\u6ce8\u518c\u591a\u4e2a\u4efb\u52a1\uff0c\u5b9e\u73b0\u5e76\u53d1<\/strong><\/p>\n<p>\u8fd9\u4e2a\u65b9\u6cd5\u4f7f\u7528\u7684\u6bd4\u8f83\u5c11\uff0c\u4e0e\u524d\u9762\u7684\u4e24\u4e2agather\u548cwait\u4e0d\u540c\u7684\u662f\uff0c\u5b83\u4e0d\u662fawaitable\u3002\u4f7f\u7528\u5b9e\u4f8b\u53c2\u89c1\u524d\u9762\u7684\u4e00\u7bc7\u6587\u7ae0\uff0c\u53c2\u89c1\u5982\u4e0b\uff1a<\/p>\n<p><strong>\uff084\uff09\u4e3b\u8c03\u65b9\u83b7\u53d6\u4efb\u52a1\u7684\u8fd0\u884c\u7ed3\u679c<\/strong><\/p>\n<p>\u4e0a\u9762\u7684\u8fd0\u884c\u7ed3\u679c\uff0c\u90fd\u662f\u5728main()\u51fd\u6570\u91cc\u9762\u83b7\u53d6\u7684\u8fd0\u884c\u7ed3\u679c\uff0c\u90a3\u53ef\u4e0d\u53ef\u4ee5\u4e0d\u518dmain()\u91cc\u9762\u83b7\u53d6\u7ed3\u679c\u5462\uff0c\uff0c\u5f53\u7136\u662f\u53ef\u4ee5\u7684\uff0c\u6211\u4eec\u53ef\u4ee5\u8fd9\u6837\u505a\uff0c<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">main<\/span>():<\/span> <span class=\"hljs-comment\">#\u5c01\u88c5\u591a\u4efb\u52a1\u7684\u5165\u53e3\u51fd\u6570<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task1=asyncio.ensure_future(hello1(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task2=asyncio.ensure_future(hello2(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task3=asyncio.ensure_future(hello3(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-keyword\">await<\/span> asyncio.gather(task1,task2,task3) <span class=\"hljs-comment\">#\u4e0d\u5728\u8fd9\u91cc\u83b7\u53d6\u7ed3\u679c\uff0c\u53ea\u662f\u8fd4\u56de<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">results=loop.run_until_complete(main()) <span class=\"hljs-comment\">#\u5728\u8fd9\u91cc\u518d\u83b7\u53d6\u8fd4\u56de\u51fd\u6570\u503c,\u7136\u540e\u8fed\u4ee3\u83b7\u53d6<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">for<\/span> result <span class=\"hljs-keyword\">in<\/span> results:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(result)<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"14\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"15\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-comment\">#y\u8fd0\u884c\u7ed3\u679c\u540c\u4e0a <\/span><\/div>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u6216\u8005\u662f\u5982\u4e0b\uff1a<\/p>\n<ol class=\"hljs-ln\">\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"1\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">async<\/span> <span class=\"hljs-function\"><span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title\">main<\/span>():<\/span> <span class=\"hljs-comment\">#\u5c01\u88c5\u591a\u4efb\u52a1\u7684\u5165\u53e3\u51fd\u6570<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"2\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task1=asyncio.ensure_future(hello1(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"3\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task2=asyncio.ensure_future(hello2(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"4\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">task3=asyncio.ensure_future(hello3(<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-number\">5<\/span>))<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"5\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"6\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-keyword\">await<\/span> asyncio.wait([task1,task2,task3]) <span class=\"hljs-comment\">#\u4e0d\u5728\u8fd9\u91cc\u83b7\u53d6\u7ed3\u679c\uff0c\u53ea\u662f\u8fd4\u56de<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"7\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"8\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"9\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop = asyncio.get_event_loop()<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"10\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">done,pending=loop.run_until_complete(main()) <span class=\"hljs-comment\">#\u5728\u8fd9\u91cc\u518d\u83b7\u53d6\u8fd4\u56de\u51fd\u6570\u503c,\u7136\u540e\u8fed\u4ee3\u83b7\u53d6<\/span><\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"11\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\"><span class=\"hljs-keyword\">for<\/span> done_task <span class=\"hljs-keyword\">in<\/span> done:<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"12\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">print(done_task.result())<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"hljs-ln-numbers\">\n<div class=\"hljs-ln-line hljs-ln-n\" data-line-number=\"13\"><\/div>\n<\/div>\n<div class=\"hljs-ln-code\">\n<div class=\"hljs-ln-line\">loop.close()<\/div>\n<\/div>\n<\/li>\n<\/ol>\n<h2>\u4e94\u3001Future\u8865\u5145\u4e0b\u4e00\u7bc7\u9884\u544a<\/h2>\n<p><strong>1\u3001Future\u8865\u5145<\/strong><\/p>\n<p>asyncio\u4e2d\u7684Future\u7c7b\u662f\u6a21\u4effconcurrent.futures.Future\u7c7b\u800c\u8bbe\u8ba1\u7684\uff0c\u5173\u4e8econcurrent.futures.Future\uff0c\u53ef\u4ee5\u67e5\u9605\u76f8\u5173\u7684\u6587\u6863\u3002\u5b83\u4eec\u4e4b\u95f4\u7684\u4e3b\u8981\u533a\u522b\u662f\uff1a<\/p>\n<p>\uff081\uff09asyncio.Future\u5bf9\u8c61\u662fawaitable\u7684\uff0c\u4f46\u662fconcurrent.futures.Future\u5bf9\u8c61\u662f\u4e0d\u80fd\u591fawaitable\u7684\uff1b<\/p>\n<p>\uff082\uff09asyncio.Future.result()\u548casyncio.Future.exception()\u662f\u4e0d\u63a5\u53d7\u5173\u952e\u5b57\u53c2\u6570timeout\u7684\uff1b<\/p>\n<p>\uff083\uff09\u5f53Future\u6ca1\u6709\u5b8c\u6210\u7684\u65f6\u5019\uff0casyncio.Future.result()\u548casyncio.Future.exception()\u5c06\u4f1a\u89e6\u53d1\u4e00\u4e2aInvalidStateError\u5f02\u5e38\uff1b<\/p>\n<p>\uff084\uff09\u4f7f\u7528asyncio.Future.add_done_callback()\u6ce8\u518c\u7684\u56de\u8c03\u51fd\u6570\u4e0d\u4f1a\u7acb\u5373\u6267\u884c\uff0c\u5b83\u53ef\u4ee5\u4f7f\u7528loop.call_soon\u4ee3\u66ff\uff1b<\/p>\n<p>\uff085\uff09asyncio\u91cc\u9762\u7684Future\u548cconcurrent.futures.wait()\u4ee5\u53caconcurrent.futures.as_completed()\u662f\u4e0d\u517c\u5bb9\u7684\u3002<\/p>\n<p>\u6709\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u81ea\u5df1\u5b66\u4e00\u4e0bconcurrent.futures\u54e6\uff01<\/p>\n<p><strong>2\u3001\u4e0b\u4e00\u7bc7\u9884\u544a<\/strong><\/p>\n<p>\u591a\u7ebf\u7a0b+asyncio\u534f\u7a0b\u3002\u5b9e\u73b0\u66f4\u52a0\u5f3a\u5065\u7684\u7a0b\u5e8f\u3002<\/p>\n<\/div>\n<\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u6587\u5730\u5740 &nbsp; \u58f0\u660e\uff1apytho<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[],"tags":[118],"class_list":["post-5000","post","type-post","status-publish","format-standard","hentry","tag-02-"],"_links":{"self":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts\/5000","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/comments?post=5000"}],"version-history":[{"count":0,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/posts\/5000\/revisions"}],"wp:attachment":[{"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/media?parent=5000"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/categories?post=5000"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/i007.cc\/wordpress\/wp-json\/wp\/v2\/tags?post=5000"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}