{"id":10006433,"date":"2022-09-08T08:13:44","date_gmt":"2022-09-08T00:13:44","guid":{"rendered":"https:\/\/ityet.com\/?p=10006433"},"modified":"2022-09-08T08:13:44","modified_gmt":"2022-09-08T00:13:44","slug":"%e6%80%a7%e8%83%bd%e4%bc%98%e5%8c%96%e5%bf%85%e5%a4%87-%e7%81%ab%e7%84%b0%e5%9b%be","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006433","title":{"rendered":"\u6027\u80fd\u4f18\u5316\u5fc5\u5907\u2014\u2014\u706b\u7130\u56fe"},"content":{"rendered":"<h3>\u5f15\u8a00<\/h3>\n<p>\u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u706b\u7130\u56fe\u53ca\u4f7f\u7528\u6280\u5de7\uff0c\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u706b\u7130\u56fe\u5feb\u901f\u5b9a\u4f4d\u8f6f\u4ef6\u7684\u6027\u80fd\u5361\u70b9\u3002<br \/>\u7ed3\u5408\u6700\u4f73\u5b9e\u8df5\u5b9e\u6218\u6848\u4f8b\uff0c\u5e2e\u52a9\u8bfb\u8005\u52a0\u6df1\u523b\u7684\u7406\u89e3\u706b\u7130\u56fe\u6784\u9020\u53ca\u539f\u7406\uff0c\u7406\u89e3 CPU \u8017\u65f6\uff0c\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<h3>\u80cc\u666f<\/h3>\n<h4>\u5f53\u524d\u73b0\u72b6<\/h4>\n<p>\u5047\u8bbe\u6ca1\u6709\u706b\u7130\u56fe\uff0c\u4f60\u662f\u600e\u4e48\u8c03\u4f18\u7a0b\u5e8f\u4ee3\u7801\u7684\u5462\uff1f\u8ba9\u6211\u4eec\u6765\u634b\u4e00\u4e0b\u3002<\/p>\n<h5>1. \u529f\u80fd\u5f00\u5173\u6cd5<\/h5>\n<p>\u60f3\u5f53\u5e74\u6211\u521a\u5de5\u4f5c\uff0c\u8fd8\u662f\u4e00\u4e2a\u6280\u672f\u5c0f\u767d\u65f6\uff0c\u6392\u67e5\u95ee\u9898\u53ea\u80fd\u9760\u7384\u5b66\uff0c\u5927\u81f4\u80fd\u731c\u51fa\u95ee\u9898\u53ef\u80fd\u662f\u7531\u67d0\u4e2a\u529f\u80fd\u4ee3\u7801\u5bfc\u81f4\u7684\uff0c\u6b64\u65f6\u7684\u6392\u67e5\u624b\u6bb5\u5c31\u662f\u5220\u9664\u591a\u4f59\u7684\u529f\u80fd\u4ee3\u7801\uff0c\u7136\u540e\u518d\u8fd0\u884c\u67e5\u770b CPU \u6d88\u8017\uff0c\u786e\u5b9a\u95ee\u9898\u3002\uff08\u81f3\u4eca\u6211\u5de5\u4f5c\u65f6\u8fd8\u4f1a\u53d1\u73b0\u4e00\u4e9b\u8001\u4eba\u4f7f\u7528\u5982\u6b64\u65b9\u6cd5\u8c03\u8bd5\u6027\u80fd\u3002\uff09<\/p>\n<pre><code class=\"java\">public void demo() {\n\n    if (\u5173\u95ed1) {\n        \/\/ \u529f\u80fd1\n        handle1();\n    }\n\n    if (\u5173\u95ed2) {\n        \/\/ \u529f\u80fd2\n        handle2();\n    }\n\n    if (\u6253\u5f003) {\n        \/\/ \u529f\u80fd3\n        handle3();\n    }\n\n    \/\/ \u529f\u80fd4\n    handle4();\n}<\/code><\/pre>\n<p>\u6b64\u6cd5\u5168\u9760\u201c\u7ecf\u9a8c\u201d\u548c\u201c\u8fd0\u6c14\u201d\uff0c\u800c\u4e14\u6539\u52a8\u4e86\u4ee3\u7801\u7ed3\u6784\uff0c\u5047\u8bbe\u8fd9\u662f\u4e00\u4e2a\u5df2\u7ecf\u901a\u8fc7\u6d4b\u8bd5\u7684\u96c6\u6210\u533a\u4ee3\u7801\uff0c\u6b64\u65f6\u9700\u8981\u4fee\u6539\u4ee3\u7801\u529f\u80fd\u6765\u8c03\u8bd5\u7a0b\u5e8f\u662f\u975e\u5e38\u5371\u9669\u7684\u4e00\u4ef6\u4e8b\uff0c\u5f53\u7136\u6709 Git \u4ed3\u5e93\u53ef\u4ee5\u201c\u4e00\u952e\u8fd8\u539f\u201d\uff0c\u4f46\u662f\uff0c\u662f\u4eba\u64cd\u4f5c\uff0c\u603b\u5f52\u4f1a\u6709\u5931\u624b\u7684\u65f6\u5019\uff0c\u4e14\u5b9a\u4f4d\u6548\u7387\u592a\u4f4e<\/p>\n<h5>2. StopWatch \u57cb\u70b9\u6cd5<\/h5>\n<p>\u5f53\u7a0b\u5e8f\u51fa\u73b0\u6027\u80fd\u95ee\u9898\u65f6\uff0c\u4e14\u4e0d\u786e\u5b9a\u662f\u54ea\u4e00\u6bb5\u4ee3\u7801\u5bfc\u81f4\u8017\u65f6\uff0c\u53ef\u4ee5\u501f\u52a9\u65b9\u6cd5\u8017\u65f6\u6765\u5224\u65ad\uff0c\u6b64\u65f6\u6211\u4eec\u53ea\u8981\u5728\u8c03\u7528\u65b9\u6cd5\u524d\u540e\u8ffd\u52a0\u6267\u884c\u6240\u9700\u8017\u65f6\u65e5\u5fd7\uff0c\u5373\u53ef\u5224\u5b9a\u5230\u5e95\u662f\u54ea\u4e2a\u65b9\u6cd5\u6700\u8017\u65f6\u3002<\/p>\n<pre><code class=\"java\">public void demo() {\n    Stopwatch stopwatch = Stopwatch.createStarted();\n    handle1();\n    log.info(&quot;method handle1 cost: {} ms&quot;, \n             stopwatch.elapsed(TimeUnit.MILLISECONDS));\n    \n    handle2();\n    log.info(&quot;method handle2 cost: {} ms&quot;, \n             stopwatch.elapsed(TimeUnit.MILLISECONDS));\n    \n    handle3();\n    log.info(&quot;method handle3 cost: {} ms&quot;, \n             stopwatch.elapsed(TimeUnit.MILLISECONDS));\n    \n    handle4();\n    log.info(&quot;method handle4 cost: {} ms&quot;, \n             stopwatch.stop().elapsed(TimeUnit.MILLISECONDS));\n}<\/code><\/pre>\n<p>\u6b64\u6cd5\u8f83\u4e0a\u4e00\u4e2a\u65b9\u6cd5\u7684\u4f18\u52bf\u662f\uff0c\u4e0d\u6539\u53d8\u4ee3\u7801\u7684\u903b\u8f91\u60c5\u51b5\u4e0b\uff0c\u53ea\u662f\u589e\u5f3a\u4e86\u4e00\u4e9b\u89c2\u6d4b\u70b9\u4f4d\uff0c\u7531\u65b9\u6cd5\u7684\u8017\u65f6\u6765\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3002\u4f46\u662f\uff0c\u5047\u8bbe\u65b9\u6cd5\u7684\u5904\u7406\u8c03\u7528\u6808\u5f88\u6df1\uff0c\u5c31\u4e0d\u5f97\u4e0d\u5728\u5b50\u65b9\u6cd5\u4e2d\u518d\u6b21\u57cb\u70b9\uff0c\u6b64\u65f6\u5224\u5b9a\u6d41\u7a0b\u5373\u4e3a\uff1a\u57cb\u70b9 -&gt; \u53d1\u7248 -&gt; \u5b9a\u4f4d -&gt; \u57cb\u70b9 -&gt; \u53d1\u7248 -&gt; \u5b9a\u4f4d -&gt; &#8230;&#8230;.\u4e14\u672c\u8d28\u4e0a\u4e5f\u662f\u6539\u4e86\u4ee3\u7801\uff0c\u5c31\u6709\u51fa\u9519\u7684\u53ef\u80fd\u3002 \u5fc3\u7d2f\uff0c\u4e0d\u9ad8\u6548\uff01<\/p>\n<h5>3. TOP \u547d\u4ee4\u5b9a\u4f4d\u70ed\u7ebf\u7a0b<\/h5>\n<p>\u4e00\u822c\u4f01\u4e1a\u7684\u8f6f\u4ef6\u670d\u52a1\u90fd\u662f\u90e8\u7f72\u5728 Linux \u64cd\u4f5c\u7cfb\u7edf\u4e0a\uff0c\u6709\u7ecf\u9a8c\u7684\u8001\u624b\u6392\u67e5\u6027\u80fd\u6700\u65b9\u4fbf\u7684\u529e\u6cd5\u5c31\u662f top \u5b9a\u4f4d\u3002<\/p>\n<pre><code class=\"shell\">top -p pid -H<\/code><\/pre>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419142\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u660e\u663e\u770b\u5230\uff0cpid 103  \u6d88\u8017\u4e86 40%\u7684 CPU, \u627e\u5230\u5bf9\u5e94\u7684 stack \u7ebf\u7a0b\u4fe1\u606f\u5982\u4e0b\uff08\u5ffd\u7565\u67e5\u627e\u529e\u6cd5\uff0c\u6211\u5047\u8bbe\u4f60\u5df2\u7ecf\u4f1a\u4e86\uff1a\uff09\uff09\uff1a<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419143\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u6b64\u65f6\u53ef\u4ee5\u5f97\u51fa\u7ed3\u8bba\uff0c\u5f53\u524d\u6700\u8017 CPU \u7684\u7ebf\u7a0b\u662f\u5199\u5165\u78c1\u76d8\u6587\u4ef6\uff0c\u8ffd\u67e5\u4ee3\u7801\u6700\u7ec8\u4f1a\u5b9a\u4f4d\u5230\u662f\u56e0\u4e3a\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u6253\u4e86\u5927\u91cf\u7684 INFO \u65e5\u5fd7\uff0c\u5bfc\u81f4\u78c1\u76d8\u5199\u5165\u6210\u4e3a\u74f6\u9888\u3002<\/p>\n<p>\u603b\u7ed3\uff1aTOP \u547d\u4ee4\u5bf9\u4e8e\u627e CPU \u6027\u80fd\u74f6\u9888\u65f6\u5f88\u6709\u6548\u7684\uff0c\u4f46\u662f\u5b58\u5728\u5982\u4e0b\u51e0\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u6392\u540d\u6700\u524d\u7684\u4e00\u5b9a\u662f\u5f53\u65f6\u6700\u6d88\u8017 CPU \u7684\uff0c\u4f46\u4e0d\u4e00\u5b9a\u662f\u7a0b\u5e8f\u6027\u80fd\u7684\u8bf1\u56e0\u3002\u4f8b\u5982\u56e0\u67d0\u4e2a BUG \u5bfc\u81f4\u6253\u5370\u4e86\u5927\u91cf ERROR \u65e5\u5fd7\uff0c\u6700\u7ec8 LOG \u5230\u78c1\u76d8\u662f\u6700\u6d88\u8017 CPU\u7684\uff0c\u4f46\u7f6a\u9b41\u7978\u9996\u4e0d\u662f\u5b83\u3002<\/li>\n<li>TOP \u6ce8\u5b9a\u4f7f\u4f60\u53ea\u4f1a\u5173\u6ce8\u6700\u9ad8\u7684\uff0c\u7b49\u4f60\u4fee\u590d\u6700\u8017 CPU \u7684\u95ee\u9898\u540e\uff0c\u5f80\u5f80\u8fd8\u4f1a\u9047\u5230\u522b\u7684\u7a0b\u5e8f\u95ee\u9898\u5bfc\u81f4 CPU \u504f\u9ad8\uff0c\u5373\u4e00\u6b21\u53ea\u80fd\u770b\u5230\u4e00\u4e2a\u95ee\u9898\uff0c\u770b\u4e0d\u5230\u5168\u8c8c\u3002<\/li>\n<li>\u6587\u672c\u7684\u8868\u73b0\u529b\u975e\u5e38\u6709\u9650\uff1a\u9996\u5148\u4f60\u5f97\u5bf9 Linux \u53ca JVM \u547d\u4ee4\u975e\u5e38\u719f\u6089\uff0c\u5176\u6b21\u6587\u672c\u5bf9\u4e24\u4e2a\u53ca\u4ee5\u4e0a\u503c\u505a\u5173\u8054\u6027\u5206\u6790\u65f6\uff0c\u5c31\u6349\u895f\u89c1\u8098\u4e86\uff0c\u6b64\u65f6\u5c31\u8feb\u5207\u7684\u9700\u8981\u53e6\u4e00\u79cd\u5206\u6790\u5de5\u5177\u2014\u2014\u56fe\u3002<\/li>\n<\/ul>\n<h3>\u4ec0\u4e48\u662f\u706b\u7130\u56fe<\/h3>\n<p>\u706b\u7130\u56fe\uff08<a href=\"https:\/\/link.segmentfault.com\/?enc=GKEQHcMf6gAI6XaLr%2FTxDw%3D%3D.wEBnHyR0j4JT3D4A%2BdYGv1vo8CthyZ7SUtxJnPFhNc2wZQb41ZdSs6UMLY5qle46\" rel=\"nofollow\">Flame Graphs<\/a>\uff09\uff0c\u56e0\u5176\u5f62\u4f3c\u706b\u7130\u800c\u5f97\u540d\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419144\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><\/p>\n<p>\u5982\u4e0a\u5c31\u662f\u4e00\u4e2a\u5178\u578b\u7684\u706b\u7130\u56fe\uff0c\u5b83\u7531\u5404\u79cd\u5927\u5c0f\/\u989c\u8272\u7684\u65b9\u5757\u7ec4\u6210\uff0c\u6bcf\u4e2a\u65b9\u5757\u5185\u90e8\u8fd8\u6807\u8bc6\u4e86\u6587\u5b57\uff0c\u6574\u4e2a\u56fe\u7247\u9876\u90e8\u51f9\u51f8\u4e0d\u5e73\uff0c\u5f62\u4f3c\u4e00\u7c07\u7c07\u201c\u706b\u82d7\u201d\uff0c\u56e0\u6b64\u5f97\u540d\u706b\u7130\u56fe\u3002<br \/>\u706b\u7130\u56fe\u662f SVG \u751f\u6210\uff0c\u56e0\u6b64\u53ef\u4ee5\u4e0e\u7528\u6237\u4e92\u52a8\uff0c\u9f20\u6807\u60ac\u6d6e\u5728\u67d0\u4e2a\u65b9\u5757\u65f6\uff0c\u4f1a\u8be6\u7ec6\u5c55\u793a\u5185\u90e8\u6587\u5b57\u3002\u70b9\u51fb\u540e\uff0c\u5373\u4f1a\u4ee5\u5f53\u524d\u88ab\u70b9\u51fb\u65b9\u5757\u4e3a\u5e95\u5411\u4e0a\u5c55\u5f00\u3002<\/p>\n<p><strong>\u7279\u5f81<\/strong><br \/>\u4f7f\u7528\u706b\u7130\u56fe\u5206\u6790\u4e4b\u524d\uff0c\u6211\u4eec\u5f97\u9996\u5148\u4e86\u89e3\u706b\u7130\u56fe\u7684\u57fa\u672c\u6784\u9020<\/p>\n<ul>\n<li>\u6bcf\u4e00\u5217\u4ee3\u8868\u4e00\u4e2a\u8c03\u7528\u6808\uff0c\u6bcf\u4e00\u683c\u4ee3\u8868\u4e00\u4e2a\u88ab\u8c03\u7528\u51fd\u6570<\/li>\n<li>\u65b9\u5757\u4e0a\u7684\u5b57\u7b26\u6807\u8bc6\u8c03\u7528\u65b9\u6cd5\uff0c\u6570\u5b57\u8868\u793a\u5f53\u524d\u91c7\u6837\u51fa\u73b0\u6b21\u6570<\/li>\n<li>Y \u8f74\u8868\u793a\u8c03\u7528\u6808\u6df1\u5ea6\uff0cX \u8f74\u5c06\u591a\u4e2a\u8c03\u7528\u6808\u5f52\u5e76\uff0c\u5e76\u9996\u5b57\u6bcd\u6392\u5e8f\u5c55\u793a<\/li>\n<li>X \u8f74\u5bbd\u5ea6\u8868\u793a\u91c7\u6837\u6570\u636e\u4e2d\u51fa\u73b0\u9891\u6b21\uff0c\u5373\u5bbd\u5ea6\u8d8a\u5927\uff0c\u5bfc\u81f4\u6027\u80fd\u74f6\u9888\u7684\u539f\u56e0\u53ef\u80fd\u5c31\u8d8a\u5927\uff08<strong>\u6ce8\u610f\uff1a\u662f\u53ef\u80fd\uff0c\u4e0d\u662f\u786e\u5b9a<\/strong>\uff09<\/li>\n<li>\n<p>\u989c\u8272\u6ca1\u4ec0\u4e48\u610f\u4e49\uff0c\u968f\u673a\u5206\u914d\uff08\u53ef\u80fd\u521b\u59cb\u4eba\u60f3\u8ba9\u4f60\u770b\u8d77\u6765\u66f4\u50cf\u4e00\u4e2a\u706b\u7130\u3002\u3002\uff09<\/p>\n<h3>\u706b\u7130\u56fe\u53ef\u4ee5\u505a\u4ec0\u4e48<\/h3>\n<p>\u90a3\u6b64\u65f6\u4f60\u5df2\u7ecf\u77e5\u9053\u4e86\u706b\u7130\u56fe\uff0c\u5982\u4f55\u5b9a\u4f4d\u8f6f\u4ef6\u95ee\u9898\u5462\uff1f\u6211\u4eec\u9700\u8981\u4e00\u5957\u5bfb\u627e\u6027\u80fd\u74f6\u9888\u7684\u65b9\u6cd5\u8bba\u3002<br \/>\u53ef\u4ee5\u660e\u786e\u7684\u662f CPU \u6d88\u8017\u9ad8\u7684\u53e3\u5f84<\/p>\n<pre><code class=\"shell\">CPU \u6d88\u8017\u9ad8\u7684\u53e3\u5f84 = \u8c03\u7528\u6808\u51fa\u73b0\u9891\u7387\u6700\u9ad8\u7684\u4e00\u5b9a\u662f\u5403 CPU \u7684<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u5982\u4e0a\u6211\u4eec\u5df2\u7ecf\u77e5\u9053\u4e86\u706b\u7130\u56fe\u7684\u6784\u9020\uff0c\u53ca\u201c\u7269\u6599\u201d\u542b\u4e49\uff0c\u6b64\u65f6\u6211\u4eec\u7684\u5173\u6ce8\u70b9\u5e94\u8be5\u5728\u65b9\u5f62\u7684\u5bbd\u5ea6\u4e0a\uff0c\u65b9\u5f62\u7684\u5bbd\u5ea6\u5927\u5c0f\u4ee3\u8868\u4e86\u8be5\u8c03\u7528\u6808\u5728\u6574\u4e2a\u62bd\u6837\u5386\u53f2\u4e2d\u51fa\u73b0\u7684\u6b21\u6570\u3002\u6b21\u6570\u610f\u5473\u7740\u9891\u7387\uff0c\u5373\u51fa\u73b0\u6b21\u6570\u8d8a\u591a\u7684\u5373\u53ef\u80fd\u6700\u6d88\u8017 CPU\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419145\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u4f46\u53ea\u5173\u6ce8\u6700\u957f\u7684\u662f\u6ca1\u7528\u7684\uff0c\u5982\u5e95\u90e8\u7684 root \u548c\u4e2d\u90e8\u7684\u65b9\u5757\u90fd\u5f88\u5bbd\uff0c\u53ea\u80fd\u8bf4\u660e\u8fd9\u4e9b\u65b9\u6cd5\u662f\u201c\u5165\u53e3\u65b9\u6cd5\u201d\uff0c\u5373\u6bcf\u6b21\u53d1\u8d77\u8c03\u7528\u90fd\u4f1a\u7ecf\u8fc7\u7684\u65b9\u6cd5\u3002<br \/>\u6211\u4eec\u66f4\u5e94\u8be5\u5173\u6ce8\u706b\u7130\u5c71\u9876\u90e8\u7684&#8221;<strong>\u5e73\u9876\u5c71<\/strong>&#8220;\uff08plateaus\uff09<strong>\u51fa\u73b0\u7684\u6b21\u6570\u591a\uff0c\u5373\u6ca1\u6709\u5b50\u8c03\u7528<\/strong>\uff0c\u62bd\u6837\u51fa\u73b0\u7684\u9891\u7387\u9ad8\uff0c\u8bf4\u660e\u6267\u884c\u65b9\u6cd5\u7684\u65f6\u95f4\u8f83\u957f\uff0c\u6216\u8005\u6267\u884c\u9891\u7387\u592a\u9ad8\uff08\u5982\u957f\u8f6e\u8be2\uff09\uff0c\u5373CPU \u5927\u90e8\u5206\u6267\u884c\u90fd\u5206\u914d\u7ed9\u4e86\u201c\u5e73\u9876\u5c71\u201d\uff0c\u5b83\u624d\u662f\u6027\u80fd\u74f6\u9888\u7684\u6839\u56e0\u3002<\/p>\n<p><strong>\u603b\u7ed3\u65b9\u6cd5\u8bba\uff1a\u706b\u7130\u56fe\u770b\u201c\u5e73\u9876\u5c71\u201d\uff0c\u5c71\u9876\u7684\u51fd\u6570\u53ef\u80fd\u5b58\u5728\u6027\u80fd\u95ee\u9898\uff01<\/strong><\/p>\n<h3>\u6700\u4f73\u5b9e\u8df5<\/h3>\n<p>\u5b9e\u8df5\u662f\u68c0\u9a8c\u771f\u7406\u7684\u552f\u4e00\u6807\u51c6\uff01\u4e0b\u9762\u6211\u5c06\u4ee5\u4e00\u4e2a\u5c0f\u7684 Demo \u6765\u5c55\u793a\u5982\u4f55\u5b9a\u4f4d\u7a0b\u5e8f\u6027\u80fd\u95ee\u9898\uff0c\u52a0\u6df1\u5bf9\u706b\u7130\u56fe\u4f7f\u7528\u7684\u7406\u89e3\u3002<\/p>\n<p>Demo \u7a0b\u5e8f\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"java\">public class Demo {\n\n    public static void main(String[] args) throws InterruptedException {\n        ExecutorService executorService = Executors.newFixedThreadPool(20);\n\n        while (true) {\n            executorService.submit(Demo::handle1);\n            executorService.submit(Demo::handle2);\n            executorService.submit(Demo::handle3);\n            executorService.submit(Demo::handle4);\n        }\n    }\n\n    @SneakyThrows\n    private static void handle4() {\n        Thread.sleep(1000);\n    }\n\n    @SneakyThrows\n    private static void handle2() {\n        Thread.sleep(50);\n    }\n\n    @SneakyThrows\n    private static void handle3() {\n        Thread.sleep(100);\n    }\n\n    @SneakyThrows\n    private static void handle1() {\n        Thread.sleep(50);\n    }\n}<\/code><\/pre>\n<p>\u4ee3\u7801\u5f88\u7b80\u5355\uff0c\u5f53\u7136\u73b0\u5b9e\u4e2d\u4e5f\u4e0d\u4f1a\u8fd9\u4e48\u5199\uff0c\u4e3b\u8981\u662f\u914d\u5408\u6f14\u51fa\u3002\u3002<br \/>\u4e3b\u8981\u662f\u5f00\u4e86\u4e00\u4e2a\u7ebf\u7a0b\u6c60\uff0c\u4e14\u5206\u522b\u6267\u884c\u56db\u4e2a task\uff0c\u4e0d\u540c\u7684 task \u8017\u65f6\u4e0d\u4e00\u81f4\uff0c\u6b64\u65f6\u6211\u4eec\u7684\u6027\u80fd\u74f6\u9888\u5728 handle4 \u8fd9\u4e2a\u4efb\u52a1\u4e0a\uff0c\u5728\u77e5\u9053\u7ed3\u8bba\u7684\u524d\u63d0\u4e0b\uff0c\u6211\u4eec\u6bd4\u8f83\u770b\u706b\u7130\u56fe\u5f97\u51fa\u7b54\u6848\u7684\u662f\u5426\u7b26\u5408\u9884\u671f\uff01<\/p>\n<h4>1. JVM\u5806\u6808\u4fe1\u606f\u62c9\u53d6<\/h4>\n<p>\u5f53\u524d\u6211\u662f\u5728\u81ea\u5df1\u7684 Mac \u4e0a\u8fd0\u884c\u7684\u7a0b\u5e8f\uff0cidea \u6267\u884c\u8fd9\u4e00\u6bb5\u7a0b\u5e8f\u975e\u5e38\u4fbf\u6377\uff0c\u90a3\u5982\u4f55\u83b7\u53d6\u5f53\u524d\u8fd0\u884c main \u51fd\u6570\u7684 PID\uff1f<br \/>\u6b64\u65f6\u9700\u8981\u7528\u5230  TOP \u547d\u4ee4\uff0c\u4e0a\u9762\u662f\u4e2a while \u6b7b\u5faa\u73af\uff0c\u5f88\u660e\u663e\u5403 CPU\u6700\u5389\u5bb3\uff0c\u53ea\u8981\u627e\u5230\u5f52\u5c5e Java \u7ebf\u7a0b\u7684\u6700\u9ad8\u4e00\u4e2a PID \u5373\u4e3a\u6240\u6c42\u3002<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419146\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u5f88\u660e\u663e\u5f97\u5230 COMMAND = java \u6700\u9ad8\u7684 PID = 20552<br \/>\u6b64\u65f6\u6267\u884c\u5982\u4e0b\u547d\u4ee4\u83b7\u53d6\u5806\u6808\u4fe1\u606f\uff0c\u5e76\u5199\u5165 tmp.txt \u6587\u4ef6<\/p>\n<pre><code class=\"shell\">jstack -l 20552 &gt; tmp.txt<\/code><\/pre>\n<h4>2. \u751f\u6210\u706b\u7130\u56fe<\/h4>\n<p>\u751f\u6210\u706b\u7130\u56fe\u7684\u5de5\u5177\u6709\u5f88\u591a\uff0c\u6211\u4e00\u822c\u4f1a\u501f\u52a9 <a href=\"https:\/\/link.segmentfault.com\/?enc=Q4NRhNHKy0DB%2FwrtZCEZ6Q%3D%3D.ptEruwyEH%2FG7XcVc6SzEFIIWaA04xl9A9svrqMHzdbQ%3D\" rel=\"nofollow\">FastThread<\/a>\uff0c\u5728\u7ebf\u5206\u6790\u5806\u6808\uff0c\u975e\u5e38\u65b9\u4fbf\uff0c\u540c\u65f6\u652f\u6301\u751f\u6210\u706b\u7130\u56fe\uff0c\u65b9\u4fbf\u6211\u4eec\u5b9a\u4f4d\u95ee\u9898<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419147\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u6253\u5f00\u5b98\u7f51\u9996\u9875\uff0c\u9009\u62e9\u521a\u521a dump \u7684\u5806\u6808\u6587\u4ef6\uff0c\u70b9\u51fb Analyze\uff0c\u6b64\u65f6\u53ea\u9700\u8981\u7b49\u5f85\u7f51\u7ad9\u5206\u6790\u597d\u540e\uff08\u6b63\u5e38 3~5 s\uff09\uff0c\u5373\u53ef\u67e5\u770b\u706b\u7130\u56fe<\/p>\n<p>fastThread \u7f51\u7ad9\u5206\u6790\u62a5\u544a\u975e\u5e38\u4e30\u5bcc\uff0c\u4e00\u822c\u7684\u95ee\u9898\u6211\u4eec\u76f4\u63a5\u901a\u8fc7\u5b83\u7ed9\u51fa\u7684\u7ed3\u8bba\u57fa\u672c\u80fd\u5b9a\u4f4d\u5230\u95ee\u9898\u4e86\uff0c\u672c\u6587\u6682\u4e14\u65e0\u9700\u5173\u6ce8\uff0c\u611f\u5174\u8da3\u7684\u8bdd\uff0c\u540e\u7eed\u6211\u4f1a\u5206\u4eab\uff0c\u76f4\u63a5\u62c9\u5230 Flame Graph \u5b50\u6807\u9898\u5904<br \/><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/remote\/1460000042419148\" alt=\"image.png\" title=\"image.png\" loading=\"lazy\"><br \/>\u6b64\u65f6\u660e\u663e\u80fd\u770b\u51fa4\u4e2a\u201c\u5e73\u9876\u5c71\u201d\uff0c\u4e14 com.Demo.handle4 \u5bbd\u5ea6\u6700\u5927\uff0ccom.Demo.handle3 \u6b21\u4e4b\uff0c\u7b26\u5408\u9884\u671f\uff01<\/p>\n<h3>\u539f\u7406\u5256\u6790<\/h3>\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u5c0f Demo \uff0c\u6211\u4eec\u6df1\u5165\u7406\u89e3\u4e0b\u706b\u7130\u56fe\u7684\u751f\u6210\u539f\u7406\u3002<\/p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4fbf\u4e8e\u4f60\u7406\u89e3\uff0c\u5047\u8bbe\u6211\u4eec\u8981\u89c2\u6d4b\u4e00\u4e2a\u4eba\u5728\u5fd9\u4e9b\u4ec0\u4e48\uff0c\u54ea\u4e9b\u4e8b\u6700\u5360\u7528\u4ed6\u7684\u65f6\u95f4\uff0c\u4f1a\u600e\u4e48\u505a\uff1f<br \/>\u4ece\u65f6\u95f4\u7ef4\u5ea6\u7684\u8bdd\uff0c\u4e14\u4e0d\u8003\u8651\u6210\u672c\u7684\u8bdd\uff0c\u6211\u80af\u5b9a\u5b89\u6392\u4e00\u4e2a\u76d1\u63a7\u6444\u50cf\u5934\uff0c\u5168\u5929\u5019 24h\uff0c360\u5ea6\u76d1\u63a7\u4ed6\uff0c\u7136\u540e\u518d\u5b89\u6392\u4eba\u5458\uff0c\u9010\u5e27\u6392\u67e5\uff0c\u5e76\u6c47\u603b\u4ed6\u6240\u505a\u7684\u4e8b\uff0c\u5f97\u51fa\uff1a\u7761\u89c9 8h\uff0c\u5de5\u4f5c8h\uff0c\u73a9\u624b\u673a 4h\uff0c\u5403\u996d2h\uff0c\u5176\u5b832h\u3002\u4ece\u800c\u5f97\u51fa\u7ed3\u8bba\uff1a\u7761\u89c9\u5360\u7528\u4ed6\u65f6\u95f4\u6700\u591a\u3002<\/p>\n<p>\u7531\u4e0a\u53ef\u4ee5\u603b\u7ed3\u4e00\u5957\u5206\u6790\u6d41\u7a0b\uff1a<\/p>\n<pre><code>\u8bb0\u5f55\uff08\u76d1\u63a7\uff09-&gt; \u5206\u6790&amp;\u5f52\u5e76\uff08\u9010\u5e27\u6392\u67e5\uff09 -&gt;  Top N -&gt; \u5f97\u51fa\u7ed3\u8bba<\/code><\/pre>\n<p>\u5e26\u7740\u6d41\u7a0b\u53bb\u770b\u6211\u4eec\u5e94\u8be5\u5982\u4f55\u6392\u67e5 CPU \u5728\u6267\u884c\u4e2d\uff0c\u54ea\u4e9b\u4e8b\uff08\u8fdb\u7a0b\/\u7ebf\u7a0b\uff09\u6700\u5360\u7528\u5b83\u7684\u65f6\u95f4\u5462\uff1f<br \/>\u7b80\u5355\u7c97\u66b4\u7684\u65b9\u6cd5\u662f\u6bcf\u65f6\u6bcf\u523b\u90fd\u8bb0\u5f55\u6267\u884c\u7684\u65b9\u6cd5\u5806\u6808\uff0c\u518d\u6c47\u603b\u5f52\u5e76\uff0c\u5f97\u51fa\u6700\u8017\u65f6\u7684\u65b9\u6cd5\u6808\u5728\u54ea\u3002\u6b64\u6cd5\u7684\u95ee\u9898\u5728\u4e8e<\/p>\n<ul>\n<li>\u6570\u636e\u91cf\u5927<\/li>\n<li>\u65f6\u95f4\u957f<\/li>\n<\/ul>\n<p>\u5176\u5b9e\u53ea\u8981\u91c7\u6837\u53bb\u89c2\u6d4b CPU \u5728\u5e72\u4ec0\u4e48\u5c31\u597d\u4e86\uff0c\u8fd9\u662f\u4e00\u4e2a\u6982\u7387\u5b66\u95ee\u9898\uff0c\u5982\u679c CPU \u56e0\u4e3a\u6267\u884c\u67d0\u4e2a\u65b9\u6cd5\u8017\u65f6\uff0c\u5927\u6982\u7387\u91c7\u6837\u4e0b\u6765\uff0c\u5f97\u5230\u7684\u5f52\u5e76\u7ed3\u679c\u4e5f\u662f\u6700\u591a\u7684\uff0c\u867d\u7136\u6709\u8bef\u5dee\uff0c\u4f46\u662f\u591a\u6b21\u7edf\u8ba1\u4e0b\uff0c\u5dee\u4e0d\u4e86\u591a\u5c11\u7684\u3002<br \/>\u540c\u7406\uff0cdump \u4e0b\u7684\u5806\u6808\uff0c\u67e5\u770b\u5927\u591a\u6570\u7ebf\u7a0b\u5728\u5e72\u4ec0\u4e48\uff0c\u4f9d\u636e\u5806\u6808\u5185\u6bcf\u4e2a\u65b9\u6cd5\u51fa\u73b0\u7684\u9891\u7387\u805a\u5408\uff0c\u51fa\u73b0\u7684\u9891\u6b21\u6700\u591a\u7684\u5c31\u662f\u5f53\u524d CPU \u5206\u914d\u6267\u884c\u6700\u591a\u7684\u65b9\u6cd5\u3002<\/p>\n<pre><code class=\"java\">&quot;pool-1-thread-18&quot; #28 prio=5 os_prio=31 tid=0x00007f9a8d4c0000 nid=0x8d03 sleeping[0x000000030be59000]\n    java.lang.Thread.State: TIMED_WAITING (sleeping)\n    at java.lang.Thread.sleep(Native Method)\n    at com.Demo.handle2(Demo.java:31)\n    at com.Demo$$Lambda$2\/1277181601.run(Unknown Source)\n    at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)\n    at java.util.concurrent.FutureTask.run(FutureTask.java:266)\n    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)\n    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)\n    at java.lang.Thread.run(Thread.java:748)\n\n    Locked ownable synchronizers:\n- &lt;0x00000006c6921ac0&gt; (a java.util.concurrent.ThreadPoolExecutor$Worker)<\/code><\/pre>\n<p>\u81f3\u4e8e\u6211\u4eec\u7684 jstack \u4fe1\u606f\u5982\u4f55\u88ab\u5904\u7406\u6210\u706b\u7130\u56fe\u7684\u683c\u5f0f\uff0c\u793e\u533a\u5df2\u7ecf\u4e3a\u5e38\u89c1\u7684 dump \u683c\u5f0f\u90fd\u63d0\u4f9b\u4e86\u5de5\u5177\uff0c<a href=\"https:\/\/link.segmentfault.com\/?enc=hmYynlsO5xBk%2BHWEhZwyPw%3D%3D.r4LXoZNdpb%2B2QPVyCTrbsEX%2BSPX%2BkBUdzoTePLQUcV4hB7ZSpWYHpyCR3XVpm%2Fx4sCH7bfbzoXQzUEe3O3%2FURuG9msr6L3MA%2FYiXrRRaO4k%3D\" rel=\"nofollow\">stackcollapse-jstack.pl<\/a> \u5904\u7406 jstack \u8f93\u51fa\u3002<\/p>\n<pre><code class=\"java\">Example input:\n\n&quot;MyProg&quot; #273 daemon prio=9 os_prio=0 tid=0x00007f273c038800 nid=0xe3c runnable [0x00007f28a30f2000]\n    java.lang.Thread.State: RUNNABLE\n        at java.net.SocketInputStream.socketRead0(Native Method)\n        at java.net.SocketInputStream.read(SocketInputStream.java:121)\n        ...\n        at java.lang.Thread.run(Thread.java:744)\n\nExample output:\n\nMyProg;java.lang.Thread.run;java.net.SocketInputStream.read;java.net.SocketInputStream.socketRead0 1<\/code><\/pre>\n<h3>\u603b\u7ed3&#038;\u5c55\u671b<\/h3>\n<p>\u706b\u7130\u56fe\u7684\u4ecb\u7ecd\u5230\u6b64\u7ed3\u675f\uff0c\u76f8\u4fe1\u4f60\u53c8\u591a\u4e86\u4e00\u79cd\u6392\u67e5\u95ee\u9898\u7684\u624b\u6bb5\uff01<br \/>\u5b58\u5728\u5373\u5408\u7406\uff0c\u5de5\u5177\u4e4b\u5f00\u53d1\u91cd\u8981\u6027\u800c\u8a00\u4e0d\u5fc5\u591a\u8bf4\uff0c\u6211\u59cb\u7ec8\u6301\u5305\u5bb9\u6001\u5ea6\u9762\u5bf9\u65b0\u4e8b\u7269\uff0c\u5b83\u786e\u786e\u5b9e\u5b9e\u89e3\u51b3\u4e86\u67d0\u4e9b\u75db\u70b9\u800c\u8131\u9896\u800c\u51fa\u7684\u3002<br \/>\u540e\u7eed\u6211\u4f1a\u4ecb\u7ecd\u66f4\u591a\u6392\u67e5\u95ee\u9898\u7684\u624b\u6bb5\uff0c\u5982\u679c\u4f60\u559c\u6b22\u672c\u6587\u98ce\u683c\uff0c\u8bf7\u5173\u6ce8\u6216\u7559\u8a00\uff0c\u6b22\u8fce\u8ba8\u8bba\uff01<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042419139\">https:\/\/segmentfault.com\/a\/1190000042419139<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00 \u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u706b\u7130\u56fe\u53ca\u4f7f\u7528\u6280\u5de7\uff0c\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u706b\u7130\u56fe\u5feb\u901f\u5b9a\u4f4d\u8f6f\u4ef6\u7684\u6027\u80fd\u5361\u70b9\u3002\u7ed3\u5408\u6700\u4f73\u5b9e\u8df5\u5b9e\u6218\u6848\u4f8b\uff0c\u5e2e\u52a9\u8bfb\u8005\u52a0 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[],"tags":[],"class_list":["post-10006433","post","type-post","status-publish","format-standard","hentry"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10006433"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006433\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}