{"id":408,"date":"2022-09-03T21:57:43","date_gmt":"2022-09-03T13:57:43","guid":{"rendered":"http:\/\/viplao.com\/?p=408"},"modified":"2022-09-03T21:57:43","modified_gmt":"2022-09-03T13:57:43","slug":"%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/","title":{"rendered":"\u5b9e\u8df5\u6848\u4f8b &#8211; \u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u7684\u843d\u5730\u4e0e\u5b9e\u8df5\ufffc"},"content":{"rendered":"\n<p>\u4eca\u5929\u5206\u4eab\u7684\u4e3b\u9898\u662f\u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u7684\u843d\u5730\u4e0e\u5b9e\u8df5\uff0c\u4ee5\u4e0b\u662f\u5206\u4eab\u5927\u7eb2\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-160f37e52bb3494a.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5206\u4eab\u5927\u7eb2<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E4%B8%80%E3%80%81%E7%9B%91%E6%8E%A7%E6%BC%94%E8%BF%9B%E5%8F%B2\" title=\"\u4e00\u3001\u76d1\u63a7\u6f14\u8fdb\u53f2\">\u4e00\u3001\u76d1\u63a7\u6f14\u8fdb\u53f2<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%E3%80%81%E8%A1%8C%E4%B8%9A\" title=\"1\u3001\u884c\u4e1a\">1\u3001\u884c\u4e1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%E3%80%81%E8%B4%A7%E6%8B%89%E6%8B%89\" title=\"2\u3001\u8d27\u62c9\u62c9\">2\u3001\u8d27\u62c9\u62c9<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%EF%BC%89%E7%9B%91%E6%8E%A710%E6%97%B6%E6%9C%9F\" title=\"1\uff09\u76d1\u63a71.0\u65f6\u671f\">1\uff09\u76d1\u63a71.0\u65f6\u671f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%EF%BC%89%E7%9B%91%E6%8E%A720%E6%97%B6%E6%9C%9F\" title=\"2\uff09\u76d1\u63a72.0\u65f6\u671f\">2\uff09\u76d1\u63a72.0\u65f6\u671f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#3%EF%BC%89%E7%9B%91%E6%8E%A730%E6%97%B6%E6%9C%9F\" title=\"3\uff09\u76d1\u63a73.0\u65f6\u671f\">3\uff09\u76d1\u63a73.0\u65f6\u671f<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E4%BA%8C%E3%80%81%E8%B4%A7%E6%8B%89%E6%8B%89%E7%9B%91%E6%8E%A7%E4%BD%93%E7%B3%BB%E6%95%B4%E4%BD%93%E6%9E%B6%E6%9E%84\" title=\"\u4e8c\u3001\u8d27\u62c9\u62c9\u76d1\u63a7\u4f53\u7cfb\u6574\u4f53\u67b6\u6784\">\u4e8c\u3001\u8d27\u62c9\u62c9\u76d1\u63a7\u4f53\u7cfb\u6574\u4f53\u67b6\u6784<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E4%B8%89%E3%80%81%E7%9B%91%E6%8E%A7%E5%9F%8B%E7%82%B9\" title=\"\u4e09\u3001\u76d1\u63a7\u57cb\u70b9\">\u4e09\u3001\u76d1\u63a7\u57cb\u70b9<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%E3%80%81JAVA_SDK%E5%9B%BE%E8%B0%B1\" title=\"1\u3001JAVA SDK\u56fe\u8c31\">1\u3001JAVA SDK\u56fe\u8c31<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%E3%80%81%E4%BB%80%E4%B9%88%E6%98%AF%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF%EF%BC%9F\" title=\"2\u3001\u4ec0\u4e48\u662f\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\uff1f\">2\u3001\u4ec0\u4e48\u662f\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\uff1f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF%E7%9A%84%E5%BA%94%E7%94%A8_%E2%80%93_%E7%83%AD%E4%BF%AE%E5%A4%8DLog4j2%E6%BC%8F%E6%B4%9E\" title=\"1\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u7684\u5e94\u7528 &#8211; \u70ed\u4fee\u590dLog4j2\u6f0f\u6d1e\">1\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u7684\u5e94\u7528 &#8211; \u70ed\u4fee\u590dLog4j2\u6f0f\u6d1e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%EF%BC%89Java_Agent%E6%8A%80%E6%9C%AF\" title=\"2\uff09Java Agent\u6280\u672f\">2\uff09Java Agent\u6280\u672f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#3%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%A1%86%E6%9E%B6\" title=\"3\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\">3\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#4%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%A1%86%E6%9E%B6%E5%AF%B9%E6%AF%94\" title=\"4\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\u5bf9\u6bd4\">4\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\u5bf9\u6bd4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#5%EF%BC%89%E5%9F%BA%E4%BA%8E%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E5%9F%8B%E7%82%B9%E7%9A%84%E4%BC%98%E5%8A%BF\" title=\"5\uff09\u57fa\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u57cb\u70b9\u7684\u4f18\u52bf\">5\uff09\u57fa\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u57cb\u70b9\u7684\u4f18\u52bf<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E5%9B%9B%E3%80%81%E5%85%A8%E9%93%BE%E8%B7%AFTrace%E5%BB%BA%E8%AE%BE\" title=\"\u56db\u3001\u5168\u94fe\u8defTrace\u5efa\u8bbe\">\u56db\u3001\u5168\u94fe\u8defTrace\u5efa\u8bbe<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%E3%80%81%E6%9E%B6%E6%9E%84%E6%BC%94%E8%BF%9B\" title=\"1\u3001\u67b6\u6784\u6f14\u8fdb\">1\u3001\u67b6\u6784\u6f14\u8fdb<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%EF%BC%89%E6%9E%B6%E6%9E%8410\" title=\"1\uff09\u67b6\u67841.0\">1\uff09\u67b6\u67841.0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%EF%BC%89%E6%9E%B6%E6%9E%8420\" title=\"2\uff09\u67b6\u67842.0\">2\uff09\u67b6\u67842.0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#3%EF%BC%89%E6%9E%B6%E6%9E%8430\" title=\"3\uff09\u67b6\u67843.0\">3\uff09\u67b6\u67843.0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%E3%80%81%E6%95%B0%E6%8D%AE%E5%AE%8C%E6%95%B4%E9%87%87%E6%A0%B7%E4%B8%8E%E5%86%B7%E7%83%AD%E5%88%86%E7%A6%BB\" title=\"2\u3001\u6570\u636e\u5b8c\u6574\u91c7\u6837\u4e0e\u51b7\u70ed\u5206\u79bb\">2\u3001\u6570\u636e\u5b8c\u6574\u91c7\u6837\u4e0e\u51b7\u70ed\u5206\u79bb<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%EF%BC%89%E5%86%B7%E7%83%AD%E5%88%86%E7%A6%BB%E7%9A%84%E4%BB%B7%E5%80%BC\" title=\"1\uff09\u51b7\u70ed\u5206\u79bb\u7684\u4ef7\u503c\">1\uff09\u51b7\u70ed\u5206\u79bb\u7684\u4ef7\u503c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%EF%BC%89%E5%B8%B8%E8%A7%84%E9%87%87%E6%A0%B7\" title=\"2\uff09\u5e38\u89c4\u91c7\u6837\">2\uff09\u5e38\u89c4\u91c7\u6837<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#3%EF%BC%89%E9%94%99%E3%80%81%E6%85%A2%E3%80%81%E6%A0%B8%E5%BF%83%E6%9C%8D%E5%8A%A1%E9%87%87%E6%A0%B7\" title=\"3\uff09\u9519\u3001\u6162\u3001\u6838\u5fc3\u670d\u52a1\u91c7\u6837\">3\uff09\u9519\u3001\u6162\u3001\u6838\u5fc3\u670d\u52a1\u91c7\u6837<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#4%EF%BC%89%E9%93%BE%E8%B7%AF%E5%AE%8C%E6%95%B4%E9%87%87%E6%A0%B7\" title=\"4\uff09\u94fe\u8def\u5b8c\u6574\u91c7\u6837\">4\uff09\u94fe\u8def\u5b8c\u6574\u91c7\u6837<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E4%BA%94%E3%80%81%E7%9B%91%E6%8E%A7%E5%8F%AF%E8%A7%86%E5%8C%96%E5%BB%BA%E8%AE%BE\" title=\"\u4e94\u3001\u76d1\u63a7\u53ef\u89c6\u5316\u5efa\u8bbe\">\u4e94\u3001\u76d1\u63a7\u53ef\u89c6\u5316\u5efa\u8bbe<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%E3%80%81_%E7%9B%91%E6%8E%A7%E5%A4%A7%E7%9B%98\" title=\"1\u3001 \u76d1\u63a7\u5927\u76d8\">1\u3001 \u76d1\u63a7\u5927\u76d8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%E3%80%81Trace%E9%A1%B5%E9%9D%A2\" title=\"2\u3001Trace\u9875\u9762\">2\u3001Trace\u9875\u9762<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#3%E3%80%81Trace%E6%8B%93%E6%89%91%E5%9B%BE\" title=\"3\u3001Trace\u62d3\u6251\u56fe\">3\u3001Trace\u62d3\u6251\u56fe<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E4%BA%94%E3%80%81%E4%B8%B2%E8%81%94Metric%E3%80%81Trace%E3%80%81Log%E4%BB%A5%E5%8F%8A%E4%B8%9A%E5%8A%A1%E6%8C%87%E6%A0%87%E9%97%AD%E7%8E%AF\" title=\"\u4e94\u3001\u4e32\u8054Metric\u3001Trace\u3001Log\u4ee5\u53ca\u4e1a\u52a1\u6307\u6807\u95ed\u73af\">\u4e94\u3001\u4e32\u8054Metric\u3001Trace\u3001Log\u4ee5\u53ca\u4e1a\u52a1\u6307\u6807\u95ed\u73af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#%E5%85%AD%E3%80%81%E5%B1%95%E6%9C%9B\" title=\"\u516d\u3001\u5c55\u671b\">\u516d\u3001\u5c55\u671b<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#1%E3%80%81%E6%A0%B9%E5%9B%A0%E5%88%86%E6%9E%90\" title=\"1\u3001\u6839\u56e0\u5206\u6790\">1\u3001\u6839\u56e0\u5206\u6790<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/#2%E3%80%81%E6%99%BA%E8%83%BD%E5%91%8A%E8%AD%A6%E3%80%81%E9%A2%84%E6%A1%88\" title=\"2\u3001\u667a\u80fd\u544a\u8b66\u3001\u9884\u6848\">2\u3001\u667a\u80fd\u544a\u8b66\u3001\u9884\u6848<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E7%9B%91%E6%8E%A7%E6%BC%94%E8%BF%9B%E5%8F%B2\"><\/span>\u4e00\u3001\u76d1\u63a7\u6f14\u8fdb\u53f2<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81%E8%A1%8C%E4%B8%9A\"><\/span>1\u3001\u884c\u4e1a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-a69a864e23a7bc30.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u884c\u4e1a<\/p>\n\n\n\n<p>\u9996\u5148\u6211\u4eec\u770b\u4e00\u4e0b\u6574\u4e2a\u76d1\u63a7\u884c\u4e1a\u7684\u6f14\u8fdb\u5386\u53f2\uff0c<\/p>\n\n\n\n<p>\u8f83\u65e9\u7684\u662f02\u5e74eBay\u7684CAL\u8fd9\u4e48\u4e00\u4e2a\u5168\u94fe\u8def\u76d1\u63a7\u4ea7\u54c1\uff0c\u5728eBay\u5185\u90e8\u4e5f\u5927\u9762\u79ef\u7684\u8fd0\u7528\uff0c\u662f\u4ed6\u7684\u524d\u8d44\u6df1\u67b6\u6784\u5e08\u5434\u5176\u654f\u4e3b\u5bfc\u7814\u53d1\u7684\u3002<\/p>\n\n\n\n<p>\u7136\u540e\u662f10\u5e74\u8c37\u6b4c\u7684Dapper\uff0c\u8fd9\u662f\u5185\u90e8\u505a\u7684\u4e00\u4e2a\u76d1\u63a7\u4ea7\u54c1\u5e76\u6ca1\u6709\u5f00\u6e90\uff0c\u4e0d\u8fc7\u53d1\u8868\u4e86\u4e00\u7bc7Dapper\u8bba\u6587\uff0c\u662f\u540e\u9762\u5f88\u591a\u76d1\u63a7\u4ea7\u54c1\u7684\u9f3b\u7956\uff0c\u5927\u90e8\u5206\u90fd\u662f\u57fa\u4e8eDapper\u8bba\u6587\u7684\u5b9e\u73b0\u548c\u6f14\u8fdb\uff1b\u540c\u5e74\u51fa\u73b0\u4e00\u4e2a\u5546\u7528\u4ea7\u54c1\u4ea7\u54c1Datadog\uff0c\u529f\u80fd\u6bd4\u8f83\u5168\u9762\uff0c\u662f\u884c\u4e1a\u4e00\u6d41\u7684\u6807\u6746\u4ea7\u54c1\u3002<\/p>\n\n\n\n<p>11\u5e74\u5434\u5176\u654f\u4eceeBay\u79bb\u804c\u6765\u5230\u7f8e\u56e2\uff0c\u5f00\u53d1\u4e86CAT\uff0c\u76f8\u5f53\u4e8eCAL\u7684Java\u7248\u5b9e\u73b0\uff0c\u540c\u65f6\u505a\u4e86\u5f88\u591a\u7684\u4f18\u5316\u3001\u8fed\u4ee3\u5bf9\uff0c\u5c06CAT\u5728\u5c31\u5f00\u6e90\u9886\u57df\u53d1\u626c\u5149\u5927\uff0c\u5728\u6574\u4e2a\u5f00\u6e90\u76d1\u63a7\u9886\u57df\u53d7\u5230\u7684\u6b22\u8fce\u7a0b\u5ea6\u6bd4\u8f83\u9ad8\u7684\uff0c\u6574\u4f53\u7684\u8986\u76d6\u7387\u4e5f\u76f8\u5f53\u7684\u9ad8\u3002<\/p>\n\n\n\n<p>12\u5e74Twitter\u7684\u5f00\u53d1\u51fa\u4e86Zipkin\uff0c\u76f8\u5f53\u4e8eDapper\u7684\u5f00\u6e90\u5b9e\u73b0\u3002\u540c\u5e74\u963f\u91cc\u4e5f\u5728\u641e\u4ed6\u7684Eagleye\uff08\u9e70\u773c\uff09\u76d1\u63a7\uff0c\u97e9\u56fd\u7684\u4e00\u4e2aPinpoint\u4e5f\u51fa\u73b0\u4e86\uff0c\u503c\u5f97\u8bf4\u7684\u662f\u4ed6\u662f\u57fa\u4e8e\u5b57\u7801\u589e\u5f3a\u6280\u672f\u6765\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u57cb\u70b9\uff0c\u6709\u4e2a\u4eae\u70b9\u662f\u4ed6\u7684\u57cb\u70b9\u975e\u5e38\u7684\u7ec6\u81f4\uff0c\u7ec6\u5230\u5e95\u5c42\u65b9\u6cd5\u7ef4\u5ea6\uff0c\u540c\u65f6\u8fd9\u4e5f\u662f\u4e2a\u7f3a\u70b9\uff0c\u56e0\u4e3a\u57cb\u70b9\u591a\u591a\u5c11\u5c11\u4f1a\u6709\u70b9\u6027\u80fd\u635f\u8017\uff0c\u5176\u6b21\u4ed6\u4f1a\u5bfc\u81f4\u5355\u4e2aTrace\u6570\u636e\u7684\u81a8\u80c0\u3002<\/p>\n\n\n\n<p>14\u5e74\uff0c\u997f\u4e86\u4e48\u5f00\u59cb\u641eEMonitor\uff0c\u4ed6\u5bf9\u7528\u6237\u7684\u4e00\u4e2a\u6392\u969c\u601d\u8def\u7684\u5f15\u5bfc\uff0c\u4ee5\u53ca\u7528\u6237\u4f53\u9a8c\u90fd\u505a\u7684\u975e\u5e38\u597d\uff0c\u662f\u6211\u7528\u8fc7\u6240\u6709\u76d1\u63a7\u91cc\u9762\u6700\u597d\u7684\u4e00\u4e2a\u4ea7\u54c1\u3002\u8d27\u62c9\u62c9\u7684\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u7684\u5f88\u591a\u601d\u60f3\u90fd\u662f\u501f\u9274\u4e8e\u4ed6\u7684\uff0c\u6bd4\u5982\u8bf4\u6211\u4eec\u7684\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d\u7684\u601d\u60f3\u662f\u5982\u4f55\u8fd0\u7528\u5230\u76d1\u63a7\u53ef\u89c6\u5316\u5efa\u8bbe\u4e2d\u7684\u3002<\/p>\n\n\n\n<p>15\u5e74\uff0c\u534e\u4e3a\u7684\u5434\u665f\u5f00\u53d1\u4e86skywalking\u5e76\u4e14\u5c06\u4ed6\u5f00\u6e90\uff0c\u8fd1\u4e9b\u5e74\u53d1\u5c55\u8fd8\u633a\u597d\u7684\uff0c\u52a0\u5165\u4e86Apache\u57fa\u91d1\u4f1a\uff0c\u5728\u5f53\u524d\u7684\u76d1\u63a7\u9886\u57df\u8fd8\u662f\u6bd4\u8f83\u53d7\u6b22\u8fce\uff0c\u7279\u522b\u662f\u4ed6\u5728\u5fae\u670d\u52a1\u4f53\u7cfb\u8fd9\u5757\u652f\u6301\u7684\u6bd4\u8f83\u597d\uff0c\u6240\u4ee5\u53d7\u5230\u5f88\u591a\u4e2d\u5c0f\u578b\u516c\u53f8\u7684\u8ffd\u6367\uff0c\u751a\u81f3\u4e00\u4e9b\u5927\u516c\u53f8\u4e5f\u5728\u7528\u3002\u50cf\u6211\u4eec\u8d27\u62c9\u62c9\u7684\u5168\u94fe\u8defTrace\u670d\u52a1\u521d\u671f\u4e5f\u662f\u57fa\u4e8e\u4ed6\u7ed3\u5408\u8d27\u62c9\u62c9\u573a\u666f\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\u5f00\u53d1\u7684\uff0c\u671f\u95f4\u4e5f\u7ecf\u8fc7\u51e0\u6b21\u5927\u7684\u67b6\u6784\u5347\u7ea7\uff0c\u8fd9\u4e2a\u5728\u540e\u9762\u4f1a\u8be6\u7ec6\u7684\u8bf4\u3002<\/p>\n\n\n\n<p>\u6700\u8fd1\u7684\u662f16\u5e74Uber\u7684Jaeger\u662f\u57fa\u4e8eGo\u8bed\u8a00\u6765\u5b9e\u73b0\uff0c\u6ef4\u6ef4\u5185\u90e8\u4e5f\u5728\u4f7f\u7528\uff0c\u76ee\u524d\u4e5f\u5f00\u6e90\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81%E8%B4%A7%E6%8B%89%E6%8B%89\"><\/span>2\u3001\u8d27\u62c9\u62c9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-d2f519ecbf7a137e.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8d27\u62c9\u62c9<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u770b\u4e00\u4e0b\u8d27\u62c9\u62c9\u7684\u76d1\u63a7\u6f14\u8fdb\u53f2\uff0c\u6211\u5c06\u5b83\u5212\u5206\u62103\u4e2a\u9636\u6bb5\uff0c\u5206\u522b\u662f\u76d1\u63a71.0\u30012.0\u548c3.0\u65f6\u671f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%EF%BC%89%E7%9B%91%E6%8E%A710%E6%97%B6%E6%9C%9F\"><\/span>1\uff09\u76d1\u63a71.0\u65f6\u671f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5404\u4e2a\u4e1a\u52a1\u56e2\u961f\u72ec\u7acb\u7ef4\u62a4\u4e00\u5957Prometheus\u76d1\u63a7\u4f53\u7cfb\uff0c\u4e5f\u6ca1\u6709\u5168\u94fe\u8defTrace\u76d1\u63a7\uff0c\u7f3a\u4e4f\u7edf\u4e00\u6807\u51c6\uff0c\u66f4\u522b\u8bf4\u6cbb\u7406\u80fd\u529b\u4e86\uff0c\u5938\u5f20\u4e00\u70b9\u8bf4\u5f88\u591a\u65f6\u5019\u662f\u5ba2\u670d\u63a5\u5230\u6295\u8bc9\u540e\u628a\u95ee\u9898\u53cd\u9988\u7ed9\u4e1a\u52a1\uff0c\u4e1a\u52a1\u624d\u77e5\u9053\u7cfb\u7edf\u51fa\u73b0\u95ee\u9898\uff0c\u7136\u540e\u518d\u53bb\u6392\u969c\uff0c\u6240\u4ee5\u6548\u7387\u6781\u5176\u7684\u4f4e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%EF%BC%89%E7%9B%91%E6%8E%A720%E6%97%B6%E6%9C%9F\"><\/span>2\uff09\u76d1\u63a72.0\u65f6\u671f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6211\u4eec\u5f00\u59cb\u5236\u5b9a\u6807\u51c6\u5e76\u9010\u6b65\u7edf\u4e00\u76d1\u63a7\uff0c\u8fdb\u884c\u76d1\u63a7\u6cbb\u7406\uff0c\u63a8\u8fdb\u4e1a\u52a1\u57fa\u7840\u76d1\u63a7\u5168\u8986\u76d6\uff0c\u5f97\u76ca\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u5e2e\u52a9\u6211\u4eec\u5b9e\u73b0\u4e1a\u52a1\u201c\u96f6\u4ee3\u7801\u201d\u6539\u9020\u5feb\u901f\u63a5\u5165\u57fa\u7840\u76d1\u63a7\uff0c\u5b9e\u73b0\u76d1\u63a7\u201c\u5f2f\u9053\u8d85\u8f66\u201d\uff0cJava\u6838\u5fc3\u670d\u52a1\u76d1\u63a7100%\u8986\u76d6\u3002\u540c\u65f6\u6211\u4eec\u4e5f\u81ea\u7814\u4e00\u4e9b\u57fa\u7840\u76d1\u63a7\u9875\u9762\uff0c\u7ed3\u5408\u7740Grafana\u5927\u76d8\u6765\u6ee1\u8db3\u65e5\u5e38\u7684\u76d1\u63a7\u573a\u666f\u3002\u6211\u4eec\u5728\u4e2d\u671f\u4e5f\u5f00\u59cb\u4ece0\u642d\u5efa\u5168\u94fe\u8defTrace\u670d\u52a1\uff0c\u81ea\u7814\u667a\u80fd\u544a\u8b66\u4f53\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%EF%BC%89%E7%9B%91%E6%8E%A730%E6%97%B6%E6%9C%9F\"><\/span>3\uff09\u76d1\u63a73.0\u65f6\u671f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8fd9\u4e2a\u9636\u6bb5\u6211\u4eec\u4e3b\u8981\u9488\u5bf9\u5404\u4e2a\u76d1\u63a7\u9886\u57df\u4e13\u9879\u505a\u6df1\u5ea6\u8fed\u4ee3\u548c\u6253\u78e8\uff0c\u6bd4\u5982Trace\uff0c\u6211\u4eec\u5b9e\u73b0\u9519\u3001\u6162\u3001\u6838\u5fc3\u670d\u52a1\u5b8c\u6574\u5168\u91c7\u6837\uff0c\u5728\u4e0d\u5f71\u54cd\u4e1a\u52a1\u6392\u969c\u4f53\u611f\u7684\u524d\u63d0\u4e0b\u5c06\u6574\u4f53\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u7531\u4e8e\u5386\u53f2\u539f\u56e0Metric\u3001Trace\u548cLog\u90fd\u662f\u5404\u4e2a\u56e2\u961f\u72ec\u7acb\u7ef4\u62a4\u7684\uff0c\u7f3a\u4e4f\u8f83\u5f3a\u7684\u5173\u8054\u6027\uff0c\u6574\u4f53\u76d1\u63a7\u4f53\u7cfb\u7684\u4ef7\u503c\u5f97\u4e0d\u5230\u6700\u5927\u5316\uff0c\u6240\u4ee5\u6211\u4eec\u5728\u8fd9\u4e2a\u9636\u6bb5\u5c06\u4ed6\u4eec\u548c\u4e1a\u52a1\u4e4b\u95f4\u7684\u6307\u6807\u505a\u4e00\u4e2a\u95ed\u73af\u7684\u6253\u901a\uff0c\u6765\u63d0\u9ad8\u4e1a\u52a1\u6574\u4f53\u7684\u6392\u969c\u6d41\u7545\u5ea6\u3002\u540c\u65f6\u6211\u4eec\u91cd\u65b0\u81ea\u7814\u57fa\u7840\u76d1\u63a7\u548c\u4e1a\u52a1\u5927\u76d8\u9875\u9762\uff0c\u7ed9\u4e1a\u52a1\u63d0\u4f9b\u66f4\u667a\u80fd\u4fbf\u6377\u7684\u5927\u76d8\u81ea\u52a9\u914d\u7f6e\u80fd\u529b\u3002\u6700\u540e\u6211\u4eec\u5728\u544a\u8b66\u9884\u6848\u3001\u6839\u56e0\u5206\u6790\u7b49\u65b9\u9762\u4e5f\u6709\u4e00\u5b9a\u7684\u7814\u7a76\u548c\u5b9e\u8df5\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E8%B4%A7%E6%8B%89%E6%8B%89%E7%9B%91%E6%8E%A7%E4%BD%93%E7%B3%BB%E6%95%B4%E4%BD%93%E6%9E%B6%E6%9E%84\"><\/span>\u4e8c\u3001\u8d27\u62c9\u62c9\u76d1\u63a7\u4f53\u7cfb\u6574\u4f53\u67b6\u6784<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-43ddb290da1477f9.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u76d1\u63a7\u6574\u4f53\u67b6\u6784\u56fe<\/p>\n\n\n\n<p>\u4e0a\u56fe\u662f\u6211\u4eec\u8d27\u62c9\u62c9\u76d1\u63a7\u4f53\u7cfb\u5168\u5c40\u67b6\u6784\u56fe\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e0b\u5f80\u4e0a\u770b\u3002<\/p>\n\n\n\n<p>\u9996\u5148\u662fPrometheus\u96c6\u7fa4\uff0c\u5b83\u4e3b\u8981\u8fdb\u884c\u6570\u636e\u7684\u91c7\u96c6\uff0c\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ef4\u5ea6\u91c7\u96c6\u6570\u636e\uff0c\u6bd4\u5982\u8bf4\u6211\u4eec\u5e94\u7528\u5c42\uff0c\u6709Java\u3001Go\u3001PHP\u548cPython\u7b49\u7c7b\u578b\u670d\u52a1\u66b4\u9732\u6307\u6807\u6570\u636e\uff0c\u8fd9\u91cc\u4e5f\u53ef\u4ee5\u770b\u5230\u8d27\u62c9\u62c9\u7684\u8bed\u8a00\u6808\u6bd4\u8f83\u4e30\u5bcc\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7Push-Gateway\u6765\u83b7\u53d6\u50cf\u5927\u6570\u636e\u573a\u666f\u4e0b\u7684\u4e00\u4e9b\u6570\u636e\uff0c\u8fd8\u6709\u4e00\u4e9b\u7cfb\u7edf\u7ea7\u522b\u7684\u76d1\u63a7\u6570\u636e\uff0c\u6bd4\u5982CPU\u3001\u7f51\u7edc\u6307\u6807\uff0c\u901a\u8fc7Export\u66b4\u9732\u51fa\u6765\uff0cK8S\u6307\u6807\u7b49\u3002<\/p>\n\n\n\n<p>\u518d\u770b\u4e2d\u95f4\u5c42\uff0c\u5de6\u8fb9\u7684\u5e94\u7528\u6570\u636e\u5305\u542b\u4e00\u4e9b\u5e38\u89c4\u5b58\u50a8\uff0c\u6bd4\u5982ES\u548cHBase\uff0c\u4e3b\u8981\u7528\u6765\u5b58\u50a8Trace\u6570\u636e\u3002\u4e2d\u95f4\u662f\u65f6\u5e8f\u6570\u636e\u5e93Victoria\u96c6\u7fa4\uff0cPrometheus\u5c06\u6536\u96c6\u5230\u5410\u7ed9\u8fd9\u4e2aVictoria\u96c6\u7fa4\u8fdb\u884c\u65f6\u5e8f\u6570\u636e\u7684\u5b58\u50a8\u3001\u8ba1\u7b97\u4ee5\u53ca\u4f9b\u4e0a\u5c42\u5c55\u793a\uff0c\u540c\u65f6\u4ed6\u4e5f\u627f\u62c5\u4e00\u90e8\u5206\u7684\u544a\u8b66\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u518d\u5f80\u4e0a\u662f\u6838\u5fc3\u5e94\u7528\u5c42\uff0c\u6bd4\u5982Trace\u6570\u636e\u7684\u6536\u96c6\u548c\u5c55\u793a\u5c42\u3001\u6307\u6807\u6570\u636e\u5c55\u793a\u5c42\uff0c\u8fd8\u6709\u667a\u80fd\u544a\u8b66\u670d\u52a1\u7b49\u3002<\/p>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\u5c31\u662fPrometheus + Victoria\u5b9e\u73b0Metric\u6307\u6807\u670d\u52a1\uff0c\u7136\u540e\u7528Skywalking\u642d\u5efaTrace\u670d\u52a1\u3002\u5f53\u7136\u6211\u4eecSkywalking\u7684\u57fa\u7840\u4e0a\u505a\u4e86\u5f88\u591a\u7684\u5347\u7ea7\u6539\u9020\uff0c\u540e\u9762\u4f1a\u8bf4\u3002\u5728\u8fd9\u4e9b\u6570\u636e\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u81ea\u7814\u4e86\u667a\u80fd\u544a\u8b66\u3001\u9884\u6848\u7cfb\u7edf\uff0c\u8fd9\u5c31\u662f\u8d27\u62c9\u62c9\u6574\u4f53\u7684\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u67b6\u6784\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E7%9B%91%E6%8E%A7%E5%9F%8B%E7%82%B9\"><\/span>\u4e09\u3001\u76d1\u63a7\u57cb\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81JAVA_SDK%E5%9B%BE%E8%B0%B1\"><\/span>1\u3001JAVA SDK\u56fe\u8c31<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-4859423460eb29f3.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>JAVA SDK\u56fe\u8c31<\/p>\n\n\n\n<p>\u4e0a\u56fe\u662f\u6211\u4eec\u7684JAVA \u57cb\u70b9SDK\u56fe\u8c31\uff0c\u6574\u4f53\u770b\u5404\u57fa\u7840\u7ec4\u4ef6\u90fd\u8986\u76d6\u5230\u4e86\u975e\u5e38\u5b8c\u5584\u3002<\/p>\n\n\n\n<ul><li>\u5ba2\u6237\u7aef\uff1a\u652f\u6301\u81ea\u7814\u7684SOA Client\uff0c\u652f\u6301\u5e02\u9762\u4e0a\u4e3b\u6d41\u7684\u540c\u6b65\u3001\u5f02\u6b65Http Client\uff1b<\/li><li>\u670d\u52a1\u7aef\uff1a\u540c\u6837\u652f\u6301\u81ea\u7814\u7684SOA\uff0c\u4e3b\u6d41\u7684Tomcat\u3001Undertow\u4ee5\u53caWebflux\u5f02\u6b65\u57cb\u70b9\u90fd\u652f\u6301\u7684\u975e\u5e38\u597d\uff1b<\/li><li>\u57fa\u7840\u670d\u52a1\u5c42\u9762\uff1a\u652f\u6301Job\u3001\u5168\u94fe\u8def\u7070\u5ea6\u548cLog\u7b49\uff1b<\/li><li>\u6570\u636eDB\u5c42\uff1a\u652f\u6301\u5f53\u524d\u4e3b\u6d41\u7684\u7ec4\u4ef6\u3001\u5ba2\u6237\u7aef\u548c\u7248\u672c\uff0c\u6574\u4f53\u7684\u8986\u76d6\u7387\u80fd\u8fbe\u5230100%\uff0c\u5b8c\u5168\u80fd\u6ee1\u8db3\u5f53\u524d\u8d27\u62c9\u590d\u6742\u7684\u573a\u666f<\/li><\/ul>\n\n\n\n<p>\u6211\u4eec\u6240\u6709\u7684\u57cb\u70b9\u5b8c\u5168\u57fa\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u5b9e\u73b0\u4ee3\u7801\u201c\u96f6\u4fb5\u5165\u201d\uff0c\u5b9e\u73b0\u4e1a\u52a1\u201c\u96f6\u4ee3\u7801\u201d\u6539\u9020\u201c\u4e00\u952e\u5feb\u901f\u63a5\u5165\u201d\uff0c\u8fd9\u662f\u6211\u4eec\u5b9e\u73b0\u201c\u5f2f\u9053\u8d85\u8f66\u201d\u7684\u57fa\u7840\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81%E4%BB%80%E4%B9%88%E6%98%AF%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF%EF%BC%9F\"><\/span>2\u3001\u4ec0\u4e48\u662f\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF%E7%9A%84%E5%BA%94%E7%94%A8_%E2%80%93_%E7%83%AD%E4%BF%AE%E5%A4%8DLog4j2%E6%BC%8F%E6%B4%9E\"><\/span>1\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u7684\u5e94\u7528 &#8211; \u70ed\u4fee\u590dLog4j2\u6f0f\u6d1e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-d29b65837a4e27fa.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5b57\u8282\u7801\u589e\u5f3a\u4e3e\u4f8bLog4j2\u6f0f\u6d1e<\/p>\n\n\n\n<p>(\/Users\/lexus\/Documents\/\u6c47\u62a5&amp;\u5206\u4eab\/deeplus\u6280\u672f\u5206\u4eab\/\u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u843d\u5730\u4e0e\u5b9e\u8df5-\u8131\u654f\u7248\u672c\u56fe\u7247\/\u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u843d\u5730\u4e0e\u5b9e\u8df5-\u8131\u654f\u7248\u672c\u56fe\u7247-09.jpg)<\/p>\n\n\n\n<p>\u6211\u4eec\u4e00\u76f4\u5728\u8bb2\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\uff0c\u90a3\u4e48\u5230\u5e95\u4ec0\u4e48\u662f\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u5462\uff1f\u56e0\u4e3a\u65f6\u95f4\u539f\u56e0\u8fd9\u91cc\u4e0d\u4f1a\u8ddf\u5927\u5bb6\u8be6\u7ec6\u5347\u5165\u539f\u7406\uff0c\u4f46\u5e0c\u671b\u901a\u8fc7\u4e0b\u9762\u8fd9\u8282\u8ba9\u5927\u5bb6\u5bf9\u8fd9\u4e2a\u6280\u672f\u80fd\u6709\u4e2a\u5168\u9762\u7684\u8ba4\u8bc6\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u4e3e\u4e86\u4e00\u4e2a\u5927\u5bb6\u975e\u5e38\u719f\u6089\u7684Log4j2\u6f0f\u6d1e\u7684\u6817\u5b50\uff0c\u6b63\u5e38\u7684\u4e1a\u52a1\u670d\u52a1\u80fd\u901a\u5347\u7ea7\u8fed\u4ee3\u6765\u4fee\u590d\u8fd9\u4e2aBUG\uff0c\u4f46\u662f\u6709\u4e00\u4e9b\u57fa\u7840\u670d\u52a1\uff0c\u6bd4\u5982\u8bf4\u4e00\u4e9b\u5f00\u6e90\u7684Kafka\u548cES\u5e76\u4e0d\u80fd\u901a\u8fc7\u7b80\u5355\u7684\u5347\u7ea7\u6765\u89e3\u51b3\u3002\u9996\u5148\u5347\u7ea7\u7248\u672c\u53ef\u80fd\u4f1a\u5b58\u5728\u6570\u636e\u4e0d\u517c\u5bb9\u6216\u8005\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef\u7248\u672c\u4e0d\u517c\u5bb9\u95ee\u9898\uff0c\u751a\u81f3\u4ec5\u4ec5\u662f\u91cd\u542f\u4e5f\u53ef\u80fd\u5bf9\u4f9d\u8d56\u7684\u4e1a\u52a1\u65b9\u670d\u52a1\u4ea7\u751f\u4e0d\u5c0f\u7684\u6296\u52a8\u3002\u6240\u4ee5\u8981\u6c42\u6211\u4eec\u63d0\u51fa\u4e0d\u91cd\u542f\u670d\u52a1\u7684\u70ed\u4fee\u590d\u65b9\u6848\uff0c\u8fd9\u91cc\u5c31\u53ef\u4ee5\u57fa\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u6765\u5b9e\u73b0\u670d\u52a1\u7684\u70ed\u66f4\u65b0\uff0c\u5b9e\u9645\u4e0a\u6211\u4eec\u63d0\u4f9b\u51fa\u53bb\u7684Agent Jar\u5e2e\u52a9\u6574\u4e2a\u8d27\u62c9\u62c9\u6570\u5343\u4e2a\u57fa\u7840\u670d\u52a1\u8282\u70b9\u5b9e\u73b0\u70ed\u66f4\u65b0\u6765\u5b8c\u7f8e\u4fee\u590d\u8fd9\u4e2aBug\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u7684\u4fee\u590d\u5176\u5b9e\u5f88\u7b80\u5355\uff0c\u53ea\u6d89\u53ca\u5230\u4e00\u884c\u4ee3\u7801\u7684\u6539\u52a8\uff0c\u5728lookup\u8fd9\u4e2a\u65b9\u6cd5\u8fdb\u5165\u4e4b\u521d\u5c31return null\uff0c\u907f\u514d\u6267\u884c\u4e0b\u9762\u7684\u53ef\u80fd\u4ea7\u751fBUG\u7684\u4ee3\u7801\uff0c\u90a3\u8fd9\u4e2aBug\u81ea\u7136\u5c31\u89e3\u51b3\u4e86\u3002<\/p>\n\n\n\n<p>\u90a3\u5177\u4f53\u6539\u5982\u4f55\u505a\u80fd\uff1f\u8fd9\u91cc\u6211\u4eec\u9700\u8981\u660e\u767d\u4e0b\u97622\u4e2a\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ul><li>\u8c01\u53bb\u4fee\u6539\u5b57\u8282\u7801\uff0c\u5c31\u662f\u5b57\u8282\u7801\u4fee\u6539\u6846\u67b6\u505a\u7684\u4e8b\u3002\u9488\u5bf9\u5b57\u8282\u7801\u4fee\u590d\u6846\u67b6\uff0c\u540e\u9762\u5217\u4e863\u4e2a\u4e3b\u6d41\u6846\u67b6\u4f1a\u9010\u4e00\u4ecb\u7ecd\u3002<\/li><li>\u4fee\u6539\u540e\u7684\u5b57\u8282\u7801\u6570\u636e\u662f\u600e\u4e48\u751f\u6548\u7684\uff0c\u4e3b\u8981\u7531Java Agent\u6280\u672f\u6765\u5b9e\u73b0\u3002<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%EF%BC%89Java_Agent%E6%8A%80%E6%9C%AF\"><\/span>2\uff09Java Agent\u6280\u672f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-9703b16276fe8f50.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5b57\u8282\u7801\u589e\u5f3a\u539f\u7406\u89e3\u6790<\/p>\n\n\n\n<p>\u8fd9\u91cc\u6211\u4eec\u5148\u770b\u4e00\u4e0bJava Agent\u662f\u4e2a\u4ec0\u4e48\u4e1c\u897f\uff1f\u6211\u4eec\u77e5\u9053Class\u6570\u636e\u6700\u7ec8\u662f\u88ab\u52a0\u8f7d\u5230JVM\u5185\u5b58\u91cc\uff0c\u6211\u4eec\u5982\u679c\u8981\u5728\u8fd0\u884c\u662f\u4fee\u6539Class\u6570\u636e\u5176\u5b9e\u662f\u67092\u4e2a\u5951\u673a\uff1a<\/p>\n\n\n\n<ul><li>\u5728Class\u6587\u4ef6\u88ab\u52a0\u8f7d\u5230JVM\u4e4b\u524d\uff0c\u5bf9\u4ed6\u505a\u4fee\u6539\uff0c\u5c06\u4fee\u6539\u540e\u7684\u6570\u636e\u52a0\u8f7d\u5230JVM\u5185\u5b58\u4e2d\u3002<\/li><li>\u9488\u5bf9\u5df2\u7ecf\u52a0\u8f7d\u5230JVM\u4e2d\u7684\u6570\u636e\uff0c\u5728JAVA 7\u4e4b\u540e\u7684\u7248\u672c\uff0c\u662f\u652f\u6301\u628aJVM\u5185\u5b58\u91cc\u9762\u7684Class\u6570\u636e\u635e\u51fa\u6765\u4fee\u6539\u589e\u5f3a\u7136\u540e\u518d\u653e\u56de\u53bb\uff0c\u8986\u76d6\u4e4b\u524d\u7684\u8001\u7684\u6570\u636e\uff0c\u8fd9\u6837\u80fd\u8fbe\u5230\u4e00\u4e2a\u66ff\u6362\u3001\u589e\u5f3a\u7684\u6548\u679c\u3002<\/li><\/ul>\n\n\n\n<p>\u6240\u4ee5\u7b80\u5355\u8bf4\uff0cJava Agent\u6280\u672f\u5c31\u662f\u4e00\u5957\u652f\u6301\u8fd0\u884c\u65f6\u52a8\u6001\u4fee\u6539JVM\u5185\u5b58\u4e2d\u7684Class\u6570\u636e\u7684\u6280\u672f\u6216\u8005\u624b\u6bb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-987728dfd0ec7385.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>Java Agent\u6280\u672f\u539f\u7406<\/p>\n\n\n\n<p>\u4e0a\u56fe\u662fJava Agen\u6838\u5fc3\u539f\u7406\u56fe\uff0c\u6211\u4eec\u4e3b\u8981\u5173\u6ce82\u70b9\uff1a<\/p>\n\n\n\n<ul><li>Agent.class JVM\u542f\u52a8\u540e\u4f1a\u5148\u8fdb\u5165premain\u65b9\u6cd5\uff0c\u65b9\u6cd5JVM\u4f1a\u6ce8\u518c\u4e00\u4e2aTransformer<\/li><li>Transformer.class \u524d\u6587\u63d0\u5230\u76842\u4e2a\u4fee\u6539\u5b57\u8282\u7801\u6e90\u6570\u636e\u7684\u5951\u673a\u90fd\u4f1a\u89e6\u53d1Tranceformer\u7684tranceform\u65b9\u6cd5\u7684\u6267\u884c\uff0c\u5165\u53c2bankTransBytes\u5c31\u662fClass\u6e90\u6570\u636e\uff0ctranceform\u65b9\u6cd5\u4f53\u91cc\u4f1a\u901a\u8fc7\u5b57\u8282\u7801\u6846\u67b6\u5bf9\u6e90\u6570\u636e\u8fdb\u884c\u4e00\u7cfb\u5217\u4fee\u6539\uff0c\u7136\u540e\u5c06\u4fee\u6539\u540e\u7684\u5b57\u8282\u7801\u6570\u636e\u4ee5\u8fd4\u56de\u503c\u7684\u5f62\u5f0f\u4ea4\u8fd8\u7ed9JVM\u3002\u518d\u6b21new\u65b0\u7684Class\u5b9e\u4f8b\u65f6\u5c31\u4f1a\u7528\u4fee\u6539\u540e\u7684Class\u5b57\u8282\u7801\u6570\u636e\u4f5c\u4e3a\u6a21\u677f\u8fdb\u884c\u5b9e\u4f8b\u521b\u5efa\uff0c\u4ece\u800c\u8fbe\u5230\u589e\u5f3a\u7684\u6548\u679c\u3002<\/li><\/ul>\n\n\n\n<p>\u4ee5\u4e0b\u662fJava Agent\u8fd0\u7528\u7684\u4f8b\u5b50\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u7f16\u7801\u5c31\u53ef\u4ee5\u5b9e\u73b0Base.class\u91ccprocess\u65b9\u6cd5\u7684\u589e\u5f3a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-3b7b92bd540af0a3.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>Java Agent\u6280\u672f\u5b9e\u6218<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%A1%86%E6%9E%B6\"><\/span>3\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8fd9\u91cc\u6211\u4eec\u5217\u4e3e3\u4e2a\u4e3b\u6d41\u7684\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\uff0c\u5206\u522b\u662f\uff1a<\/p>\n\n\n\n<ul><li>ASM<\/li><li>Javassist<\/li><li>ByteBuddy<\/li><\/ul>\n\n\n\n<p>\u63a5\u4e0b\u6765\u5c06\u7ed3\u5408\u521a\u624dBase.class\u7684\u4f8b\u5b50\u9010\u4e2a\u91cd\u70b9\u4ecb\u7ecd\u4e0b3\u4e2a\u6846\u67b6\u7684\u4e0d\u540c\u7f16\u7801\u89c4\u8303\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-002e5439f004124a.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u9996\u5148\u662fASM\uff0c\u4ed6\u662f\u4e00\u4e2a\u6bd4\u8f83\u5e95\u5c42\u7684\u6846\u67b6\uff0c\u662f\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\u7684\u9f3b\u7956\u3002\u4ece\u4e0a\u56fe\u4ee3\u7801\u4e2d\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4f60\u9700\u8981\u4e86\u89e3JVM\u7684\u6307\u4ee4\u96c6\u3001Class\u6587\u4ef6\u89c4\u8303\uff0c\u624d\u80fd\u5f88\u597d\u7684\u8fdb\u884c\u589e\u5f3a\u7f16\u7801\u3002\u6574\u4f53\u5b66\u4e60\u6210\u672c\u975e\u5e38\u9ad8\uff0c\u64cd\u4f5c\u6027\u4e5f\u4e0d\u5f3a\uff0c\u9664\u6b64\u4e4b\u5916\u6211\u4eec\u6ca1\u6cd5\u9488\u5bf9\u67d0\u884c\u589e\u5f3a\u4ee3\u7801\u8fdb\u884c\u65ad\u70b9Debug\uff0c\u5f00\u53d1\u6548\u7387\u5927\u6253\u6298\u6263\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-a5b69c3d37be76ad.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u662fJavassist\uff0c\u4ed6\u4e00\u4e2a\u65e5\u672c\u4eba\u57fa\u4e8eASM\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u7684\u66f4\u9ad8\u7ea7\u7684\u6846\u67b6\uff0c\u4ed6\u5bf9\u7528\u6237\u5c4f\u853dJVM\u6307\u4ee4\u96c6\u548cClass\u6587\u4ef6\u7b49\u8fd9\u4e9b\u6666\u6da9\u96be\u8bb0\u7684\u6982\u5ff5\uff0c\u6211\u4eec\u53ef\u4ee5\u9075\u5faaJava\u8bed\u6cd5\u8fdb\u884c\u5f00\u53d1\uff0c\u4f46\u662f\u4ece\u56fe\u4e2d\u6211\u4eec\u4e5f\u4e0d\u96be\u770b\u5230\uff0c\u6240\u6709\u7684\u589e\u5f3a\u903b\u8f91\u90fd\u662f\u91c7\u7528\u786c\u7f16\u7801\uff08\u8f6c\u4e49\u5b57\u7b26\u4e32\uff09\u7684\u5f62\u5f0f\u5f00\u53d1\uff0c\u540c\u65f6\u4e5f\u4e00\u6837\u4e0d\u652f\u6301\u65ad\u70b9Debug\uff0c\u6574\u4f53\u5f00\u53d1\u6548\u7387\u8fd8\u662f\u53d7\u5230\u5f88\u5927\u7684\u9650\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-ca503ceaefc27110.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6700\u540e\u662fByteBuddy\u6846\u67b6\uff0c\u4ed6\u6bd4Javassist\u66f4\u9ad8\u7ea7\uff0c\u4e5f\u66f4\u7b26\u6587Java\u5f00\u53d1\u4e60\u60ef\uff0c\u9996\u5148\u4ed6\u91c7\u7528\u5207\u9762\u7f16\u7a0b\u601d\u60f3\uff0c\u6574\u4f53\u7ed3\u6784\u66f4\u6e05\u6670\uff0c\u8fd9\u91cc\u6211\u4eec\u53ea\u5173\u6ce8\u5207\u9762\u4ee3\u7801\uff0c\u4f1a\u53d1\u73b0\u6211\u4eec\u53ef\u4ee5\u50cf\u65e5\u5e38\u5199Java\u4ee3\u7801\u4e00\u6837\u5199\u6211\u4eec\u7684\u589e\u5f3a\u903b\u8f91\uff0c\u5e76\u4e14\u53ef\u4ee5\u968f\u610f\u5bf9\u589e\u5f3a\u90e8\u5206\u7684\u4ee3\u7801\u8fdb\u884c\u65ad\u70b9\u8c03\u8bd5\uff0c\u6613\u4e0a\u624b\u3001\u8c03\u8bd5\uff0c\u6574\u4f53\u7f16\u7801\u6548\u7387\u6709\u8d28\u7684\u98de\u8dc3\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4%EF%BC%89%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E6%A1%86%E6%9E%B6%E5%AF%B9%E6%AF%94\"><\/span>4\uff09\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\u5bf9\u6bd4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-2413a9e0eba63fa9.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u663e\u800c\u6613\u89c1\uff0cByteBuddy\u662f\u6700\u4f18\u7684\u9009\u62e9\uff0c\u4ed6\u4e0d\u9700\u8981\u592a\u591a\u7684\u5b66\u4e60\u6210\u672c\uff0c\u53c8\u652f\u6301\u968f\u610f\u7684\u65ad\u70b9\u8c03\u8bd5\uff0c\u662f\u4e2a\u975e\u5e38\u53cb\u597d\u7684\u5b57\u8282\u7801\u589e\u5f3a\u6846\u67b6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5%EF%BC%89%E5%9F%BA%E4%BA%8E%E5%AD%97%E8%8A%82%E7%A0%81%E5%A2%9E%E5%BC%BA%E5%9F%8B%E7%82%B9%E7%9A%84%E4%BC%98%E5%8A%BF\"><\/span>5\uff09\u57fa\u4e8e\u5b57\u8282\u7801\u589e\u5f3a\u57cb\u70b9\u7684\u4f18\u52bf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-825280d81cd91dbf.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5bf9\u6bd4\u53d1\u73b0\uff0c\u5b57\u8282\u7801\u589e\u5f3a\u5f62\u5f0f\u57cb\u70b9\u7684\u4f18\u70b9\u6709\u5f88\u591a\uff0c\u6bd4\u5982\u4ee3\u7801\u65e0\u4fb5\u5165\u3001\u4e0d\u9700\u8981\u8fdb\u884c\u4e8c\u6b21\u5c01\u88c5\u3001\u66f4\u4e0d\u9700\u8981\u7ef4\u62a4\u6e90\u7801\u3001\u63a5\u5165\u8f7b\u4fbf\u5feb\u6377\uff0c\u80fd\u505a\u5230\u4e1a\u52a1\u65e0\u611f\u5347\u7ea7\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E5%85%A8%E9%93%BE%E8%B7%AFTrace%E5%BB%BA%E8%AE%BE\"><\/span>\u56db\u3001\u5168\u94fe\u8defTrace\u5efa\u8bbe<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81%E6%9E%B6%E6%9E%84%E6%BC%94%E8%BF%9B\"><\/span>1\u3001\u67b6\u6784\u6f14\u8fdb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%EF%BC%89%E6%9E%B6%E6%9E%8410\"><\/span>1\uff09\u67b6\u67841.0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-9a16057106dbaae8.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>1.0\u67b6\u6784\u5f88\u7b80\u5355\uff0c\u5176\u5b9e\u5c31\u662f\u539f\u751f\u7684skywalking\u670d\u52a1\uff08ci-trace-svr\uff09\u7528ES\u4f5c\u4e3aTrace\u5b58\u50a8\u3002\u67b6\u6784\u7b80\u5355\u4f46\u4e5f\u5b58\u5728\u5f0a\u7aef\uff0c\u5b83\u4e0d\u6ee1\u8db3\u6211\u4eec\u8d27\u62c9\u62c9\u5168\u91cf\u670d\u52a1\u7684\u63a5\u5165\uff0c\u4e5f\u65e0\u6cd5\u6ee1\u8db3\u6211\u4eec\u4e1a\u52a1\u7684\u5feb\u901f\u53d1\u5c55\u548c\u4f53\u91cf\u7684\u4e0a\u5347\u3002<\/p>\n\n\n\n<p>\u4e3a\u4ec0\u4e48\u5462\uff1fES\u5728\u6211\u7406\u89e3\u4ed6\u4e0d\u9002\u5408\u5b58\u50a8Trace\u8fd9\u79cd\u7ed3\u6784\u7c7b\u578b\u7684\u6570\u636e\uff0c\u6216\u8005\u8bf4\u4e0d\u9002\u5408\u5c06\u5b8c\u6574\u7684Trace\u6570\u636e\u4e00\u80a1\u8111\u7684\u90fd\u5b58\u5165ES\uff0c\u4e00\u6bb5\u5b8c\u6574\u7684Trace\u6570\u636e\u53ef\u4ee5\u5212\u5206\u4e3a\u4e24\u6bb5\uff0c\u4e00\u6bb5\u662f\u57fa\u7840\u6570\u636e\uff0c\u5305\u542bTraceID\u3001AppID\u3001IP\u3001Endpoint\u548c\u8d77\u6b62\u65f6\u95f4\u7b49\u57fa\u672c\u4fe1\u606f\uff0c\u53ef\u7528\u4e8e\u590d\u6742\u67e5\u8be2\uff0c\u53e6\u4e00\u6bb5\u662f\u8be6\u7ec6\u6570\u636e\uff08\u6e90\u6570\u636e\uff0c\u5305\u542b\u6240\u6709\u7684Span\u6570\u636e\uff09\uff0c\u5b83\u7684\u5927\u5c0f\u662f\u57fa\u7840\u6570\u636e\u7684\u597d\u51e0\u500d\u751a\u81f3\u6570\u5341\u500d\uff0c\u5982\u679c\u5c06\u4e0d\u627f\u62c5\u590d\u6742\u67e5\u8be2\u7684\u5927\u4f53\u91cf\u7684\u6e90\u6570\u636e\u4e5f\u5b58\u5230ES\u4e2d\u4f1a\u5bfc\u81f4ES\u7684\u5185\u5b58\u88ab\u5927\u91cf\u7684\u6e90\u6570\u636e\u5360\u7528\uff0c\u5728\u6574\u4f53\u5185\u5b58\u5927\u5c0f\u6709\u9650\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4f1a\u5927\u5927\u964d\u4f4e\u67e5\u8be2\u65f6\u7684\u7f13\u5b58\u547d\u4e2d\u7387\uff0c\u67e5\u8be2\u88ab\u8feb\u4ece\u78c1\u76d8\u8bfb\u53d6\u6570\u636e\uff0c\u8fd9\u6837\u4f1a\u6781\u5927\u7684\u5f71\u54cd\u6574\u4e2aTrace\u7684\u67e5\u8be2\u6548\u7387\uff0c\u540c\u65f6\u4e5f\u4f1a\u5f71\u54cdTrace\u7684\u5199\u5165\u6027\u80fd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%EF%BC%89%E6%9E%B6%E6%9E%8420\"><\/span>2\uff09\u67b6\u67842.0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-8a5d4bf7fb63c2f8.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u9488\u5bf91.0\u67b6\u6784\u5b58\u5728\u7684\u95ee\u9898\uff0c\u6211\u4eec\u5982\u4f55\u89e3\u51b3\u5462\uff1f<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u6211\u4eec\u91c7\u6837ES\u4f5c\u4e3aHBase\u4e8c\u7ea7\u7d22\u5f15\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5c06Trace\u6570\u636e\u62c6\u6210\u57fa\u7840\u6570\u636e\u548c\u6e90\u6570\u636e\u4e8c\u90e8\u5206\uff0c\u57fa\u7840\u6570\u636e\u4f53\u91cf\u5f88\u5c0f\u8fd8\u653e\u5230ES\u91cc\u9762\u7528\u505a\u590d\u6742\u67e5\u8be2\uff0c\u6e90\u6570\u636e\u653e\u5728HBase\u3002\u90a3\u4e48\u6574\u4e2aTrace\u67e5\u8be2\u6d41\u7a0b\u5c31\u662f\uff0c\u9996\u5148\u901a\u8fc7\u590d\u6742\u67e5\u8be2\u4eceES\u91cc\u9762\u67e5\u5230\u67d0\u4e2aTrace\u57fa\u672c\u4fe1\u606f\uff0c\u518d\u7528TraceID\u5230HBase\u91cc\u9762\u67e5\u6e90\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u5176\u6b21\uff0c\u6211\u4eec\u5c06\u539f\u6765\u7684Trace\u670d\u52a1\u62c6\u62102\u4e2a\u670d\u52a1\uff0c\u5206\u522b\u662fci-trace-svr\u548cci-trace-analysis-svr\u3002ci-trace-svr\u7528\u6765\u63a5\u53d7\u5ba2\u6237\u7aef\u4e0a\u62a5\u7684Trace\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u5410\u7ed9Kafka\u96c6\u7fa4\uff0cci-trace-analysis-svr\u5f02\u6b65\u6d88\u8d39Kafka\u8fdb\u884c\u8ba1\u7b97\u3001\u91c7\u6837\u548c\u5b58\u50a8\u3002<\/p>\n\n\n\n<p>\u8fd9\u5957\u67b6\u6784\u518d\u7ed3\u5408\u4e00\u4e9b\u5f02\u6b65\u6279\u5904\u7406\u6280\u672f\u3001ES\u8c03\u4f18\uff0c\u5b8c\u7f8e\u7684\u89e3\u51b3\u4e86ES\u74f6\u9888\u95ee\u9898\uff0c\u5e76\u4e14\u652f\u6301\u901a\u8fc7\u4e0d\u65ad\u7684\u6c34\u5e73\u6269\u5bb9\u6765\u63d0\u9ad8\u6574\u4f53\u670d\u52a1\u7684\u4e00\u4e2a\u541e\u5410\u91cf\uff0c\u76ee\u524d\u6574\u4f53\u67b6\u6784\u80fd\u652f\u6491\u4e86\u767e\u4e07TPS\u3001\u65e5\u5747100T\u7684Trace\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%EF%BC%89%E6%9E%B6%E6%9E%8430\"><\/span>3\uff09\u67b6\u67843.0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-fc467c17e429b672.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>2.0\u67b6\u6784\u867d\u7136\u80fd\u6ee1\u8db3\u9ad8\u541e\u5410\u91cf\uff0c\u4f46\u662f\u4e5f\u5b58\u5728\u5b58\u50a8\u6210\u672c\u6d6a\u8d39\u7684\u95ee\u9898\u3002\u5176\u5b9e\u4ece\u5b9e\u8df5\u7ecf\u9a8c\u770b\uff0c\u6211\u4eec\u4f1a\u53d1\u73b080~90%\u7684Trace\u6570\u636e\u90fd\u662f\u65e0\u4ef7\u503c\u7684\u3001\u65e0\u610f\u4e49\u7684\u6570\u636e\u6216\u8005\u8bf4\u662f\u7528\u6237\u4e0d\u5173\u5fc3\u7684\u3002\u90a3\u4e48\u7528\u6237\u5173\u5fc3\u54ea\u4e9b\u6570\u636e\u5462\uff1f\u5173\u5fc3\u94fe\u8def\u4e2d\u9519\u3001\u6162\u7684\u8bf7\u6c42\u4ee5\u53ca\u90e8\u5206\u6838\u5fc3\u670d\u52a1\u7684\u8bf7\u6c42\u3002\u90a3\u4e48\u6211\u4eec\u662f\u4e0d\u662f\u53ef\u4ee5\u901a\u8fc7\u67d0\u4e9b\u65b9\u5f0f\uff0c\u628a\u8fd9\u4e9b\u6709\u4ef7\u503c\u7684\u6570\u636e\u7ed9\u8fc7\u6ee4\u91c7\u6837\u51fa\u6765\u4ece\u800c\u964d\u4f4e\u6574\u4f53\u5b58\u50a8\u6210\u672c\uff1f<\/p>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u80cc\u666f\u4e0b\uff0c\u6211\u4eec\u8fdb\u884c3.0\u7684\u6539\u9020\uff0c\u5b9e\u73b0\u4e86\u5dee\u5f02\u5316\u7684\u5b8c\u6210\u94fe\u8def\u91c7\u6837\uff0c\u4fdd\u8bc11H\u4ee5\u5185\u7684\u6570\u636e\u5168\u91cf\u4fdd\u5b58\uff0c\u6211\u5b9a\u4e49\u5b83\u4e3a\u70ed\u6570\u636e\uff0c\u800c\u4e00\u5c0f\u65f6\u4ee5\u5916\u7684\u6570\u636e\uff0c\u53ea\u4fdd\u7559\u9519\u3001\u6162\u3001\u6838\u5fc3\u670d\u52a1\u8bf7\u6c42Trace\uff0c\u5b9a\u4e49\u4e3a\u51b7\u6570\u636e\uff0c\u8fd9\u6837\u5c31\u5c06\u6574\u4f53\u7684\u5b58\u50a8\u6210\u672c\u964d\u4f4e\u4e8660%\u3002<\/p>\n\n\n\n<p>\u4ece3.0\u7684\u67b6\u6784\u56fe\u6211\u4eec\u4e5f\u80fd\u53d1\u73b0\uff0c\u6211\u4eec\u5c06ES\u548cHBase\u96c6\u7fa4\u62c6\u5206\u6210\u51b7\u70ed\u4e24\u4e2a\u96c6\u7fa4\u3002\u5177\u4f53\u6211\u4eec\u662f\u5982\u4f55\u505a\u5dee\u5f02\u5316\u94fe\u8def\u5b8c\u6574\u91c7\u6837\u7684\u5c06\u5728\u540e\u9762\u7684\u7ae0\u8282\u4e2d\u8be6\u7ec6\u4ecb\u7ecd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81%E6%95%B0%E6%8D%AE%E5%AE%8C%E6%95%B4%E9%87%87%E6%A0%B7%E4%B8%8E%E5%86%B7%E7%83%AD%E5%88%86%E7%A6%BB\"><\/span>2\u3001\u6570\u636e\u5b8c\u6574\u91c7\u6837\u4e0e\u51b7\u70ed\u5206\u79bb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%EF%BC%89%E5%86%B7%E7%83%AD%E5%88%86%E7%A6%BB%E7%9A%84%E4%BB%B7%E5%80%BC\"><\/span>1\uff09\u51b7\u70ed\u5206\u79bb\u7684\u4ef7\u503c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-d868be5136a374e7.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u4ecb\u7ecd\u91c7\u6837\u4e4b\u524d\uff0c\u6211\u4eec\u5148\u601d\u8003\u4e0b\u51b7\u70ed\u5206\u79bb\u7684\u4ef7\u503c\uff1f\u4ece\u5de6\u8fb9\u76842\u4e2a\u66f2\u7ebf\u56fe\uff0c\u6211\u4eec\u53d1\u73b0Trace\u6570\u636e\u7684\u4ef7\u503c\u662f\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u6025\u901f\u964d\u4f4e\u7684\u3002\u5176\u5b9e\u4e5f\u5f88\u597d\u7406\u89e3\uff0c\u4ece\u6211\u4eec\u5b9e\u9645\u7684\u751f\u4ea7\u60c5\u51b5\u770b\uff0c\u4f46\u51e1\u4f60\u53d1\u751f\u4e00\u4e2a\u7ebf\u4e0a\u7684\u8c03\u7528\u5f02\u5e38\u5c31\u9700\u8981\u6211\u4eec\u572830\u5206\u949f\u4ee5\u5185\u53d1\u73b0\u89e3\u51b3\uff0c\u751a\u81f3\u51e0\u5206\u949f\u4e4b\u5185\u5c31\u5904\u7406\u6389\u3002\u5982\u679c\u7b49\u51e0\u5929\u8fc7\u4f1a\u4f60\u8fd8\u4e0d\u770b\u7684\u8bdd\uff0c\u5b83\u5176\u5b9e\u5c31\u662f\u65e0\u5173\u7d27\u8981\u7684\u5f02\u5e38\uff0c\u4e5f\u5c31\u8bf4\u660e\u6ca1\u4ec0\u4e48\u4ef7\u503c\uff0c\u4f46\u662f\u5b58\u50a8\u91cf\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u4f1a\u8d8a\u6765\u8d8a\u5927\uff0c\u6210\u672c\u81ea\u7136\u8d8a\u6765\u8d8a\u8d35\u3002\u6240\u4ee5\u5982\u679c\u6211\u4eec\u628a\u8fc7\u53bb\u4e00\u5c0f\u65f6\u4ee5\u5916\u7684\u6570\u636e\u8fdb\u884c\u91c7\u6837\u3001\u6e05\u6d17\u6700\u7ec8\u53ea\u4fdd\u7559\u4e0a\u9762\u5b9a\u4e49\u7684\u6709\u4ef7\u503c\u7684\u6570\u636e\uff0c\u5b58\u50a8\u6210\u672c\u81ea\u7136\u5c31\u80fd\u6781\u5927\u7684\u964d\u4f4e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%EF%BC%89%E5%B8%B8%E8%A7%84%E9%87%87%E6%A0%B7\"><\/span>2\uff09\u5e38\u89c4\u91c7\u6837<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-763be7ee22537654.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>Trace\u7684\u91c7\u6837\u65b9\u5f0f\u6709\u5f88\u591a\u79cd\uff0c\u8fd9\u91cc\u6211\u4eec\u5148\u4ecb\u7ecd\u4e0bSkywalking\u539f\u751f\u7684\u5e38\u89c4\u91c7\u6837\u65b9\u5f0f\uff0c\u5176\u5b9e\u662f\u4e00\u79cd\u5e38\u89c4\u3001\u65e0\u5dee\u522b\u7684\u91c7\u6837\u624b\u6bb5\u3002\u90a3\u4e48\u4ed6\u662f\u600e\u4e48\u505a\u7684\u5462\uff1f\u6211\u4eec\u5148\u7b80\u5355\u4e86\u89e3\u4e0bTraceID\u7684\u7ed3\u6784\uff0c\u4ed6\u4e3b\u8981\u75313\u6bb5\u7ec4\u6210\uff0c\u6700\u524d\u9762\u662fPROCESS_ID\uff0c\u7b80\u5355\u7406\u89e3\u4e3aUUID\uff0c\u4e2d\u95f4\u662f\u4e2a\u7ebf\u7a0bID\uff0c\u7b2c\u4e09\u6bb5\u662f\u6211\u4eec\u6bd4\u8f83\u5173\u5fc3\u7684\u6beb\u79d2\u7ea7\u65f6\u95f4\u6233\u52a0\u4e0a\u4e00\u4e2a\u81ea\u589e\u5e8f\u5217\uff0c\u539f\u751fSkywalking\u53d6\u8fd9\u4e2a\u65f6\u95f4\u6233\u7684\u6beb\u79d2\u7ea7\u7684\u5343\u4f4d\u6570\u636e\u6bb5\u6765\u5236\u5b9a\u91c7\u6837\u89c4\u5219\uff0c\u6bd4\u5982\u8bf4Trace\u6ee1\u8db3\u6beb\u79d2\u6570\u636e\u6bb5\u5c0f\u4e8e100\u5c31\u4fdd\u7559\uff0c\u4ece\u800c\u6765\u8fbe\u523010%\u7684\u91c7\u6837\u7387\u6548\u679c\u3002\u8fd9\u79cd\u5e38\u89c4\u91c7\u6837\u7b80\u5355\u6613\u5b9e\u73b0\u4f46\u4ec5\u51edTraceID\u65e0\u6cd5\u7b5b\u9009\u51fa\u6709\u4ef7\u503c\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%EF%BC%89%E9%94%99%E3%80%81%E6%85%A2%E3%80%81%E6%A0%B8%E5%BF%83%E6%9C%8D%E5%8A%A1%E9%87%87%E6%A0%B7\"><\/span>3\uff09\u9519\u3001\u6162\u3001\u6838\u5fc3\u670d\u52a1\u91c7\u6837<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-fb0b0d8c377592a3.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6240\u4ee5\u6211\u4eec\u63d0\u51fa\u53e6\u5916\u4e00\u79cd\u65b9\u6848\uff0c\u5c31\u662f\u66f4\u6df1\u5165\u4e00\u70b9\uff0c\u4eceTrace\u8be6\u60c5\u6570\u636e\u5165\u624b\u3002\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u8fd9\u4e2aTrace\u7684\u7ed3\u6784\u662f\u7531\u591a\u4e2aSpan\u7ec4\u6210\uff0cTrace\u7ef4\u5ea6\u5305\u542bAPPID\u3001Latency\u4fe1\u606fSpan\u7ef4\u5ea6\u53c8\u5305\u542b\u8017\u65f6\u3001\u7c7b\u578b\u7b49\u66f4\u7ec6\u7c92\u5ea6\u7684\u4fe1\u606f\uff0c\u6839\u636e\u4e0d\u540c\u7684Span\u7c7b\u578b\u8bbe\u7f6e\u4e0d\u540c\u7684\u9608\u503c\uff0c\u6bd4\u5982\u8fdc\u7a0b\u8c03\u7528SOA\u8017\u65f6\u5927\u4e8e500ms\u53ef\u4ee5\u8ba4\u4e3a\u662f\u6162\u8bf7\u6c42\uff0c\u800c\u5982\u679c\u662fRedis\u8bf7\u6c42\uff0c\u9608\u503c\u5c31\u9700\u8981\u8bbe\u7f6e\u5c0f\u4e00\u4e9b\uff0c\u6bd4\u598220ms\uff0c\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u5c06\u6162\u8bf7\u6c42\u89c4\u5219\u66f4\u7cbe\u7ec6\u5316\uff0c\u540c\u6837\u53ef\u4ee5\u901a\u8fc7\u5224\u65adAPPID\u662f\u5426\u4e3a\u6838\u5fc3\u670d\u52a1\u6765\u8fc7\u6ee4\u4fdd\u7559\u6838\u5fc3\u670d\u52a1\u7684Trace\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4%EF%BC%89%E9%93%BE%E8%B7%AF%E5%AE%8C%E6%95%B4%E9%87%87%E6%A0%B7\"><\/span>4\uff09\u94fe\u8def\u5b8c\u6574\u91c7\u6837<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul><li>\u4ec0\u4e48\u662f\u94fe\u8def\u5b8c\u6574\u91c7\u6837\uff1f<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-e69ec6566d718340.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4e0a\u9762\u89e3\u51b3\u4e86\u5dee\u5f02\u5316\u3001\u7cbe\u7ec6\u5316\u91c7\u6837\uff0c\u4f46\u8fd8\u6709\u4e2a\u68d8\u624b\u7684\u95ee\u9898\uff0c\u5c31\u662f\u5728\u91c7\u6837\u662f\u5982\u4f55\u4fdd\u8bc1\u94fe\u8def\u7684\u5b8c\u6574\u6027\uff1f\u89e3\u7b54\u8fd9\u4e2a\u95ee\u9898\u524d\u8ba9\u6211\u4eec\u5148\u4e86\u89e3\u4e0b\u4ec0\u4e48\u662f\u94fe\u8def\u5b8c\u6574\u6027\uff1f<\/p>\n\n\n\n<p>\u8fd9\u91cc\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u5982\u56fe\u73b0\u5728\u6709\u4e00\u6761\u8fdc\u7a0b\u8c03\u7528\uff0c\u7ecf\u8fc7ABC\u548c\u5206\u652fAD\u3002\u8fd9\u91cc\u6709\u4e2a\u524d\u63d0\u5c31\u662fABCD\u5b83\u662f4\u4e2a\u4e0d\u540c\u7684\u670d\u52a1\uff0c\u72ec\u7acb\u5f02\u6b65\u4e0a\u62a5Trace\u6570\u636e\u6ca1\u6709\u4e25\u683c\u7684\u65f6\u95f4\u987a\u5e8f\u3002\u5728B\u8c03\u7528C\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u6211\u4eec\u80fd\u8f7b\u677e\u8bc6\u522b\u5230\u5e76\u5c06B\u548cC\u7684Trace\u6570\u636e\u6bb5\u91c7\u6837\u5230\uff0c\u53ea\u4fdd\u7559B\u548cC\u7684\u8fd9\u79cd\u60c5\u51b5\uff0c\u79f0\u4e3a\u90e8\u5206\u91c7\u6837\u3002\u4f46\u662f\u5728\u5b9e\u9645\u7684\u4e00\u4e2a\u6392\u969c\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u8fd8\u9700\u8981A\u548cD\u8fd9\u6761\u94fe\u8def\u6570\u636e\u4f5c\u4e3a\u8f85\u52a9\u4fe1\u606f\u6765\u652f\u6301\u6392\u969c\uff0c\u6240\u4ee5\u6700\u597d\u7684\u65b9\u5f0f\u662f\u628aABCD\u90fd\u91c7\u6837\u5230\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u5f02\u5e38\u94fe\u8def\u4fdd\u5b58\u8d77\u6765\uff0c\u8fd9\u79f0\u4e3a\u5b8c\u6574\u91c7\u6837\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u76ee\u6807\u662f\u5b8c\u6574\u91c7\u6837\uff0c\u5982\u4f55\u5b9e\u73b0\u5b8c\u6574\u91c7\u6837\u4e5f\u662f\u4e1a\u754c\u7684\u4e00\u4e2a\u96be\u70b9\uff0c\u5f53\u524d\u884c\u4e1a\u6709\u4e00\u4e9b\u89e3\u51b3\u65b9\u6848\uff0c\u6bd4\u5982\u963f\u91cc\u9e70\u773c\u548c\u5b57\u8282\u7684\u65b9\u6848\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u4e00\u8d77\u4e86\u89e3\u4e0b\u3002<\/p>\n\n\n\n<ul><li>\u963f\u91cc\u9e70\u773c\u65b9\u6848<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-f1fc643c6aa2e3d4.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u963f\u91cc\u9e70\u773c\u91c7\u7528\u4e00\u76f4\u7eaf\u5185\u5b58\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5177\u4f53\u600e\u4e48\u505a\u5462\uff1f<\/p>\n\n\n\n<p>\u4f8b\u5982\u73b0\u5728\u6709\u4e2a\u94fe\u8def\u7ecf\u8fc7ABCD\u548c\u5206\u652fAE\uff0cB\u8c03\u7528C\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u4ed6\u4f1a\u505a\u4e00\u4e2a\u67d3\u8272\u6807\u8bb0\uff0c\u90a3\u4e48C\u5230D\u81ea\u7136\u4e5f\u643a\u5e26\u4e86\u67d3\u8272\u6807\u8bb0\uff0c\u7406\u8bba\u4e0aBCD\u4f1a\u88ab\u91c7\u6837\u7684\u4fdd\u5b58\u8d77\u6765\uff0c\u4f46\u662fA\u548cE\u662f\u524d\u7f6e\u7684\u8282\u70b9\u4e5f\u6ca1\u6709\u5f02\u5e38\u4e5f\u6ca1\u88ab\u67d3\u8272\uff0c\u8be5\u600e\u4e48\u529e\u5462\uff1f\u4ed6\u5f15\u5165\u4e00\u4e2a\u91c7\u6837\u51b3\u7b56\u70b9\u7684\u89d2\u8272\uff0c\u5047\u8bbeB\u51fa\u4e86\u5f02\u5e38\uff0c\u91c7\u6837\u51b3\u7b56\u70b9\u611f\u77e5\u5230\uff0c\u6700\u540e\u5728\u5185\u5b58\u91cc\u67e5\u662f\u5426\u5b58\u5728\u50cfA\u548cE\u8fd9\u79cd\u5f02\u5e38\u94fe\u8def\u7684\u524d\u7f6e\u8282\u70b9\uff0c\u7136\u540e\u5c06\u5b83\u4fdd\u5b58\u8d77\u6765\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u8fd9\u79cd\u573a\u666f\u5bf9\u67e5\u8be2\u7684QPS\u8981\u6c42\u975e\u5e38\u7684\u9ad8\uff0c\u90a3\u5982\u679c\u4e0d\u662f\u5b58\u5728\u5185\u5b58\u800c\u662f\u7c7b\u4f3cHBase\u8fd9\u79cd\u670d\u52a1\u91cc\u7684\u8bdd\u662f\u5f88\u96be\u6ee1\u8db3\u8fd9\u79cd\u9ad8QPS\u7684\u9700\u6c42\u3002\u6240\u4ee5\u4ed6\u9009\u62e9\u5c06\u4e00\u5c0f\u65f6\u6216\u8005\u534a\u5c0f\u65f6\u5185\u7684Trace\u6570\u636e\u653e\u5185\u5b58\u4e2d\uff0c\u6765\u6ee1\u8db3\u91c7\u6837\u51b3\u7b56\u70b9\u5feb\u901f\u67e5\u8be2\u7684\u8981\u6c42\u3002<\/p>\n\n\n\n<p>\u4f46\u57fa\u4e8e\u5185\u5b58\u5b58\u50a8\u4e5f\u5b58\u5728\u5f0a\u7aef\uff0c\u56e0\u4e3a\u5185\u5b58\u8d44\u6e90\u662f\u6bd4\u8f83\u6602\u8d35\u7684\u3002\u6211\u4eec\u505a\u4e2a\u7b80\u5355\u7684\u8ba1\u7b97\uff0c\u5982\u679c\u60f3\u4fdd\u5b581\u5c0f\u65f6\u4ee5\u5185\u7684Trace\u6570\u636e\uff0c\u5355\u6761Trace 2K\u5927\u5c0f\uff0c\u8981\u652f\u6491\u767e\u4e07TPS\uff0c\u5927\u7ea6\u9700\u89816T\u7684\u5185\u5b58\uff0c\u8fd9\u4e2a\u5728\u6211\u4eec\u8d27\u62c9\u62c9\u573a\u666f\u662f\u6ca1\u6709\u5f88\u597d\u7684\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u3002\u800c\u4e14\u6210\u672c\u592a\u9ad8\u4e86\uff0c\u6240\u4ee5\u6211\u4eec\u662f\u91c7\u6837\u81ea\u7814\u7684\u4e00\u79cd\u5de7\u5999\u7684\u65b9\u6848\uff0c\u540e\u9762\u4f1a\u8fdb\u884c\u5206\u6790\u3002<\/p>\n\n\n\n<ul><li>\u5b57\u8282\u65b9\u6848<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-b0026c2258aa0515.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5b57\u8282\u7801\u7684\u65b9\u6848\u6bd4\u8f83\u7b80\u5355\uff0c\u4f46\u6ca1\u505a\u5230\u5b8c\u6574\u91c7\u6837\uff0c\u53ea\u4fdd\u7559\u4e86\u90e8\u5206\u5f02\u5e38\u4e3b\u94fe\u8def\uff0c\u6bd4\u5982\u8bf4\u73b0\u5728\u4e00\u4e2a\u94fe\u8def\u662fAB\u548cACDEF\uff0c\u4ed6\u5728CD\u51fa\u73b0\u5f02\u5e38\u7684\u65f6\u5019\u53ea\u80fd\u4fdd\u5b58ACDEF\u8fd9\u4e00\u6bb5\uff0cB\u65e0\u6cd5\u88ab\u4fdd\u5b58\u4e0b\u6765\uff0c\u5177\u4f53\u539f\u7406\u5c31\u4e0d\u5c55\u5f00\u4e86\u3002<\/p>\n\n\n\n<ul><li>\u8d27\u62c9\u62c9\u65b9\u6848<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-1b22ea9b237edda2.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u770b\u4e0b\u6211\u4eec\u662f\u600e\u4e48\u89e3\u51b3\u7684\uff1f\u7b80\u5355\u8bf4\u6211\u4eec\u57fa\u4e8eKafka\u5ef6\u8fdf\u6d88\u8d39+Bloom Filter\u6765\u5b9e\u73b0\u5b8c\u6574\u91c7\u6837\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982\u8bf4\u6211\u4eecKafka\u6709\u4e24\u4e2a\u6d88\u8d39\u7ec4\uff0c\u4e00\u4e2a\u662f\u5b9e\u65f6\u6d88\u8d39\uff0c\u4e00\u4e2a\u662f\u5ef6\u8fdf\u6d88\u8d39\uff0c\u5b9e\u65f6\u6d88\u8d39\u6bcf\u6761Trace\u6570\u636e\u65f6\u4f1a\u5224\u65ad\u4e0b\u662f\u5426\u6ee1\u8db3\u6211\u4eec\u7684\u91c7\u7528\u89c4\u5219\uff0c\u5982\u679c\u6ee1\u8db3\u5c31\u5c06TraceID\u653e\u5728Bloom Filter\u91cc\uff0c\u53e6\u5916\u4e00\u65b9\u9762\u5ef6\u65f6\u6d88\u8d39\u7ec4\u5728\u534a\u5c0f\u65f6\uff08\u53ef\u914d\u7f6e\uff09\u5f00\u59cb\u6d88\u8d39\uff0c\u4ece\u7b2c\u4e00\u6761Trace\u6570\u636e\u5f00\u59cb\u6d88\u8d39\uff0c\u9488\u5bf9\u6bcf\u6761Trace\u6570\u636e\u5224\u65adTraceID\u662f\u5426\u5728Bloom Filter\u4e2d\uff0c\u5982\u679c\u547d\u4e2d\u4e86\uff0c\u5c31\u8ba4\u4e3a\u8fd9\u6761Trace\u5e94\u8be5\u88ab\u4fdd\u7559\u7684\uff0c\u4ece\u800c\u80fd\u505a\u5230\u6574\u4e2aTrace\u94fe\u8def\u7684\u5b8c\u6574\u91c7\u6837\u4fdd\u5b58\u3002<\/p>\n\n\n\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u91cc\u9762\u5176\u5b9e\u8fd8\u6709\u4e00\u4e9b\u7ec6\u8282\uff0c\u6bd4\u5982\u8bf4Bloom\u4e0d\u53ef\u80fd\u65e0\u9650\u5927\uff0c\u6240\u4ee5\u6211\u4eec\u5bf9\u5176\u6309\u5206\u949f\u8fdb\u884c\u5212\u5206\u51fa\u591a\u4e2a\u5c0f\u7684Bloom\uff0c\u53c8\u6bd4\u5982\u6211\u4eec\u5176\u5b9e\u91c7\u7528\u7684\u662f\u4e00\u4e2aRedis\u7684Bloom\uff0c\u4f46Redis Bloom\u5982\u679c\u60f3\u8fbe\u5230\u767e\u4e07QPS\u9884\u8ba1\u9700\u898110~20\u4e2a2C4G\u7684\u8282\u70b9\uff0c\u4f46\u662f\u6211\u4eec\u5b9e\u9645\u53ea\u7528\u4e865\u4e2a2C4G\u7684\u8282\u70b9\u5c31\u80fd\u6ee1\u8db3\u767e\u4e07\u7684\u4e00\u4e2a\u541e\u5410\u91cf\u3002\u8fd9\u91cc\u6d89\u53ca\u5230\u4e13\u5229\u4fdd\u62a4\u89c4\u5b9a\u5c31\u4e0d\u5c55\u5f00\u8bf4\u4e86\uff0c\u5927\u5bb6\u5982\u679c\u611f\u5174\u8da3\uff0c\u6709\u673a\u4f1a\u53ef\u4ee5\u79c1\u5e95\u4e0b\u804a\u3002\u6574\u4f53\u4e0a\u6211\u4eec\u5c31\u662f\u5177\u6709\u8fd9\u5957\u91c7\u6837\u65b9\u6848\u5b9e\u73b0\u6574\u4f53\u6210\u672c\u7684\u964d\u4f4e\u4e8660%\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E7%9B%91%E6%8E%A7%E5%8F%AF%E8%A7%86%E5%8C%96%E5%BB%BA%E8%AE%BE\"><\/span>\u4e94\u3001\u76d1\u63a7\u53ef\u89c6\u5316\u5efa\u8bbe<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81_%E7%9B%91%E6%8E%A7%E5%A4%A7%E7%9B%98\"><\/span>1\u3001 \u76d1\u63a7\u5927\u76d8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-ad050af05613b0d1.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u8fd9\u4e00\u7ae0\u8282\u4e3b\u8981\u5e26\u5927\u5bb6\u770b\u770b\u6211\u4eec\u5728\u76d1\u63a7\u53ef\u89c6\u5316\u5efa\u8bbe\u4e2d\u5982\u4f55\u8fd0\u7528\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d\u601d\u60f3\u7684\u3002\u9996\u5148\u770b\u4e0b\u6211\u4eec\u7684\u57fa\u7840\u76d1\u63a7\u5927\u76d8\u9875\u9762\uff0c\u5de6\u8fb9\u4e3b\u8981\u6709\u4e00\u4e9bException\u3001Http\u3001SOA\u4ee5\u53ca\u6838\u5fc3\u57fa\u7840\u670d\u52a1\u7684\u4e00\u4e9b\u6307\u6807\u6570\u636e\u3002\u6211\u4eec\u7684\u4e00\u5927\u4eae\u70b9\u5c31\u662f\u6240\u6709\u7684\u66f2\u7ebf\u90fd\u53ef\u4ee5\u901a\u8fc7\u70b9\u51fb\u5c55\u793a\u51fa\u5177\u4f53\u7684Trace\u9875\u9762\u3002\u9488\u5bf9QPS\u3001RT\u6807\u9ad8\u66f2\u7ebf\u53ef\u4ee5\u70b9\u51fb\u67e5\u770bTrace\u8be6\u60c5\uff0c\u8fdb\u4e00\u6b65\u6392\u67e5\u5f02\u5e38\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81Trace%E9%A1%B5%E9%9D%A2\"><\/span>2\u3001Trace\u9875\u9762<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-4bf849d146607780.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4eceTrace\u9875\u9762\u53ef\u4ee5\u770b\u5230\u8be6\u7ec6\u7684Trace\u6570\u636e\uff0c\u63a5\u53e3\u3001\u65b9\u6cd5\u8017\u65f6\u3001\u5f02\u5e38\u8c03\u7528\u6808\u7b49\u4fe1\u606f\u3002\u8fd9\u6837\u4e0b\u6765\u6574\u4f53\u7684\u6392\u969c\u6d41\u7545\u5ea6\u975e\u5e38\u7684\u9ad8\uff0c\u5982\u679c\u5f02\u5e38\u8c03\u7528\u6808\u4fe1\u606f\u8fd8\u6ee1\u8db3\u4e0d\u4e86\u6392\u969c\u9700\u6c42\u7684\u8bdd\uff0c\u8fd8\u53ef\u4ee5\u70b9\u51fblog\u8df3\u8f6c\u5230\u65e5\u5fd7\u9875\u9762\u6765\u67e5\u770b\u65e5\u5fd7\u8be6\u60c5\uff0c\u8fdb\u884c\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f\u67e5\u770b\u548c\u6392\u969c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-2d0ab83cf9f287a8.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%E3%80%81Trace%E6%8B%93%E6%89%91%E5%9B%BE\"><\/span>3\u3001Trace\u62d3\u6251\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-33730d743ce0d6fb.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8fd9\u91cc\u662f\u4e00\u4e2aTrace\u62d3\u6251\u56fe\uff0c\u62d3\u6251\u56fe\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7ad9\u5728\u66f4\u9ad8\u7684\u7ef4\u5ea6\u53bb\u67e5\u770b\u6211\u4eec\u6574\u4e2a\u94fe\u8def\u7684\u8c03\u7528\u60c5\u51b5\uff0c\u6bd4\u5982\u8bf4\u6574\u6761\u94fe\u8def\u7ecf\u8fc7\u54ea\u4e9b\u670d\u52a1\uff1f\u54ea\u4e9b\u670d\u52a1\u7684\u8017\u65f6\u6bd4\u8f83\u5927\uff1f\u51fa\u73b0\u5f02\u5e38\u7b49\uff0c\u70b9\u51fb\u5f02\u5e38\u8282\u70b9\u4e5f\u53ef\u4ee5\u67e5\u770b\u5f02\u5e38\u4fe1\u606f\uff0c\u63d0\u4f9b\u66f4\u4e30\u5bcc\u7684\u89c6\u89c9\u4f53\u9a8c\u548c\u6392\u969c\u624b\u6bb5\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E4%B8%B2%E8%81%94Metric%E3%80%81Trace%E3%80%81Log%E4%BB%A5%E5%8F%8A%E4%B8%9A%E5%8A%A1%E6%8C%87%E6%A0%87%E9%97%AD%E7%8E%AF\"><\/span>\u4e94\u3001\u4e32\u8054Metric\u3001Trace\u3001Log\u4ee5\u53ca\u4e1a\u52a1\u6307\u6807\u95ed\u73af<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-32064a553c152530.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u8fd9\u4e00\u7ae0\u8282\u4e3b\u8981\u4ecb\u7ecd\u4e0b\u6211\u4eec\u5982\u4f55\u5c06Metric\u3001Trace\u3001Log\u548c\u4e1a\u52a1\u670d\u52a1\u8fd9\u56db\u4e2a\u72ec\u7acb\u7684\u670d\u52a1\u7684\u6307\u6807\u6570\u636e\u6253\u901a\u7684\u3002<\/p>\n\n\n\n<p>\u524d\u9762\u4e5f\u63d0\u5230\u8fc7\u56e0\u4e3a\u5386\u53f2\u539f\u56e0Metric\u3001Trace\u3001Log\u4e09\u4e2a\u670d\u52a1\u4e00\u76f4\u662f\u72ec\u7acb\u7684\u56e2\u961f\u5728\u7ef4\u62a4\uff0c\u6700\u521d\u5176\u5b9e\u6ca1\u6709\u5173\u8054\u7684\uff0c\u4f46\u6211\u4eec\u5728\u6392\u969c\u7684\u65f6\u5019\u53c8\u9700\u8981\u8fd9\u51e0\u4e2a\u670d\u52a1\u7684\u6570\u636e\u7d27\u5bc6\u5173\u8054\u3001\u914d\u5408\u624d\u80fd\u6ee1\u8db3\u65e5\u5e38\u7684\u6392\u969c\u9700\u8981\u3002\u4e32\u8054\u4ed6\u4eec\u4e4b\u95f4\u7684\u95ed\u73af\uff0c\u624d\u80fd\u63d0\u4f9b\u66f4\u987a\u7545\u9ad8\u6548\u7684\u6392\u969c\u624b\u6bb5\uff0c\u5b9e\u73b0\u6574\u4e2a\u76d1\u63a7\u4f53\u7cfb\u7684\u4ef7\u503c\u6700\u5927\u5316\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-ce34a3fa4e905f90.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u90a3\u4e48\u6211\u4eec\u662f\u5982\u679c\u6253\u901a\u7684\uff1f\u5176\u5b9e\u91cd\u70b9\u5c31\u662f\u5efa\u8bbe\u5bf9\u5e94\u6570\u636e\u7ed3\u6784\u7684\u6620\u5c04\u5173\u7cfb\u3002\u6211\u4eec\u53ef\u4ee5\u4ece\u5de6\u5f80\u53f3\u770b\u6620\u5c04\u5173\u7cfb\u56fe\u3002<\/p>\n\n\n\n<p>\u9996\u5148\u662fMetric\u6570\u636e\uff0c\u5305\u542bAPPID\u3001Name\u3001Tags\u548c\u65f6\u95f4\u6233\u7b49\u5173\u952e\u4fe1\u606f\uff0c\u8fd9\u4e9b\u4fe1\u606f\u90fd\u53ef\u4ee5\u4f5c\u4e3aTrace\u5217\u8868\u67e5\u8be2\u5165\u53c2\uff0c\u5230ES\u91cc\u67e5\u5230\u5bf9\u5e94\u7684Trace\u57fa\u7840\u4fe1\u606f\u5217\u8868\uff0c\u518d\u901a\u8fc7TraceID\u4eceHBase\u4e2d\u67e5\u8be2Trace\u8be6\u60c5\uff0c\u5305\u542b\u6574\u4f53\u8c03\u7528\u94fe\u7684Span\u5217\u8868\uff0c\u6700\u7ec8\u6784\u5efa\u51faTrace\u8c03\u7528\u94fe\u5c55\u793a\u5230\u524d\u7aef\u3002<\/p>\n\n\n\n<p>\u540c\u65f6Trace\u548cLog\u4e4b\u95f4\u901a\u8fc7TraceID\u5efa\u7acb\u5f88\u5f3a\u7684\u5173\u8054\u5173\u7cfb\uff0c\u4e1a\u52a1\u5728\u63a5\u5165\u76d1\u63a7\u540e\u6bcf\u6761log\u90fd\u4f1a\u81ea\u52a8\u6dfb\u52a0TraceID\u6570\u636e\u4ee5\u6b64\u6765\u5efa\u7acb\u5f3a\u5173\u8054\u3002<\/p>\n\n\n\n<p>\u518d\u770b\u53f3\u8fb9\u7684\u4e1a\u52a1\u6570\u636e\uff0c\u6211\u4eec\u652f\u6301\u4e1a\u52a1\u4ee3\u7801\u4e2d\u81ea\u7531\u57cb\u70b9\uff0c\u4ee5Trace Tag\u7684\u5f62\u5f0f\u5c06\u4e1a\u52a1\u6570\u636e\uff08OrderID\u3001UserID\u3001DriverID\u7b49\uff09\u57cb\u5230Trace\u6570\u636e\u4e2d\uff0c\u8fd9\u6837\u5c31\u5c06\u4e1a\u52a1\u6570\u636e\u548c\u5177\u4f53\u7684Trace\u5173\u8054\u4e0a\u4e86\uff0c\u540c\u65f6\u6211\u4eec\u652f\u6301\u6839\u636eOrderID\u3001UserID\u7b49\u4e1a\u52a1\u53c2\u6570\u67e5\u8be2\u5bf9\u5e94\u7684Trace\u5217\u8868\uff0c\u8fd9\u6837\u5c31\u628a\u5404\u65b9\u9762\u6570\u636e\u4e32\u8054\u8d77\u6765\u4e86\u3002<\/p>\n\n\n\n<p>\u4e0b\u97623\u5f20\u662f\u6211\u4eec\u7684\u4e32\u8054\u6548\u679c\u5c55\u793a\u56fe\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-3c35f7f467164be6.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-07d64a688e45a426.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-e8aad905f7bd4666.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u8fd9\u5957\u4f53\u7cfb\u51fa\u6765\u4e4b\u524d\uff0c\u4e1a\u52a1\u5927\u90e8\u5206\u90fd\u662f\u901a\u8fc7\u65e5\u5fd7\u91cc\u9762\u67e5\u5173\u952e\u5b57\u6765\u8fdb\u884c\u7b2c\u4e00\u6b65\u7684\u5f02\u5e38\u53d1\u73b0\u548c\u6392\u969c\uff0c\u6548\u7387\u975e\u5e38\u7684\u4f4e\u3002\u73b0\u5728\u9996\u5148\u662f\u4eceMetric\u6307\u6807\u9875\u9762\u53bb\u770b\u54ea\u4e9bQPS\u3001RT\u98d9\u9ad8\uff0c\u7136\u540e\u70b9\u51fb\u66f2\u7ebf\u770bTrace\u94fe\u8def\uff0c\u67e5\u770b\u5f02\u5e38\u8c03\u7528\u6808\uff0c\u5982\u679c\u8fd8\u770b\u4e0d\u5230\u6709\u7528\u7684\u4fe1\u606f\u518d\u70b9\u51fb\u8df3\u8f6c\u5230TraceID\u5bf9\u5e94\u7684\u65e5\u5fd7\u91cc\u9762\u67e5\u770b\u3002\u6574\u4e2a\u6392\u969c\u601d\u8def\u548c\u624b\u6bb5\u66f4\u9ad8\u6548\u3001\u89c4\u8303\u7684\uff0c\u76f8\u5f53\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4e86\u4e1a\u52a1\u7684\u6392\u67e5\u601d\u8def\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%AD%E3%80%81%E5%B1%95%E6%9C%9B\"><\/span>\u516d\u3001\u5c55\u671b<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%E3%80%81%E6%A0%B9%E5%9B%A0%E5%88%86%E6%9E%90\"><\/span>1\u3001\u6839\u56e0\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-40b360dae4b6a426.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6700\u540e\u5206\u4eab\u4e0b\u6839\u56e0\u5206\u6790\u8fd9\u5757\u7684\u5efa\u8bbe\uff0c\u7b80\u5355\u6765\u8bf4\u6839\u56e0\u5206\u6790\u5176\u5b9e\u5c31\u662f\u5c06\u6211\u4eec\u65e5\u5e38\u7684\u4e00\u4e9b\u6392\u969c\u601d\u8def\u548c\u7ecf\u9a8c\u6c89\u6dc0\u56fa\u5316\u6210\u4e3a\u4e00\u4e9b\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u7136\u540e\u8ba9\u4ee3\u7801\u81ea\u52a8\u6267\u884c\u6392\u969c\u6d41\u7a0b\uff0c\u6bd4\u5982\u8bf4\u56fe\u4e2d\u7684\u573a\u666f\uff0c\u62a5\u8b66\u539f\u56e0\u53ef\u80fd\u6709\u591a\u79cd\uff0c\u6bd4\u5982\uff1a\u4e1a\u52a1\u5f02\u5e38\u3001\u5e94\u7528\u5f02\u5e38\u4e91\u5e73\u53f0\u62a5\u8b66\u7684\u4e00\u4e9b\u5f02\u5e38\uff0c\u4f46\u6700\u7ec8\u5b83\u90fd\u80fd\u5f52\u56e0\u5230\u5e94\u7528\u5f02\u5e38\uff0c\u5e94\u7528\u5f02\u5e38\u53c8\u5206Exception\u3001SOA\u8c03\u7528\u5f02\u5e38\u6216\u8005\u673a\u5668\u6307\u6807\u5f02\u5e38\uff0c\u90a3\u5982\u679c\u662fException\u5c31\u76f4\u63a5\u5f97\u51fa\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u662f\u4e00\u4e2aSOA\u5f02\u5e38\uff0c\u5c31\u9700\u8981\u505a\u6307\u6807\u4e0b\u94bb\u627e\u4ed6\u7684\u4e0b\u6e38\u3002\u4e0b\u6e38\u670d\u52a1\u53c8\u56de\u5230\u4e0a\u9762\u7684\u5224\u65ad\u903b\u8f91\uff0c\u5c31\u8fd9\u6837\u9012\u5f52\u76f4\u5230\u627e\u5230\u771f\u6b63\u53d1\u751f\u5f02\u5e38\u7684\u90a3\u4e2a\u6839\u5e94\u7528\uff0c\u6700\u7ec8\u8bca\u65ad\u51fa\u662f\u5e94\u8be5Exception\u5f02\u5e38\u8fd8\u662f\u673a\u5668\u76f8\u5173\u5f02\u5e38\uff0c\u5f97\u51fa\u6700\u7ec8\u7684\u5206\u6790\u7ed3\u8bba\uff0c\u5305\u62ec\u6839\u56e0\u5e94\u7528\u3001\u6839\u56e0\u5206\u7c7b\u548c\u6545\u969c\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u8981\u8fbe\u5230\u6839\u56e0\u5206\u6790\u7684\u76ee\u6807\uff0c\u6211\u4eec\u9700\u8981\u505a\u5f88\u591a\u524d\u7f6e\u52a8\u4f5c\uff0c\u94fe\u8def\u6cbb\u7406\u3001\u5e94\u7528\u6807\u51c6\u5316\uff0c\u4f8b\u5982\u63a8\u5e7f\u5185\u90e8\u8c03\u7528SOA\u5316\uff0c\u8fd8\u6709\u76d1\u63a7\u9700\u8981\u5b8c\u5584\uff0c\u4e0d\u4ec5\u8981\u5b8c\u5584\u4e1a\u52a1\u63a5\u5165\u76d1\u63a7\u7684\u8986\u76d6\u7387\uff0c\u8fd8\u8981\u5b8c\u5584\u6211\u4eec\u7684\u76d1\u63a7\u7684\u6307\u6807\u7c7b\u578b\u8986\u76d6\u7387\uff0c\u4e0d\u53ea\u8981\u5e94\u7528\u7ef4\u5ea6\u7684\u6570\u636e\uff0c\u8fd8\u8981\u4e1a\u52a1\u7ef4\u5ea6\u7684\u6570\u636e\u3001\u7f51\u7edc\u5c42\u9762\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%E3%80%81%E6%99%BA%E8%83%BD%E5%91%8A%E8%AD%A6%E3%80%81%E9%A2%84%E6%A1%88\"><\/span>2\u3001\u667a\u80fd\u544a\u8b66\u3001\u9884\u6848<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"\/\/upload-images.jianshu.io\/upload_images\/6529295-815807798155226f.jpg?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u667a\u80fd\u544a\u8b66\u3001\u9884\u6848\u7b80\u5355\u7406\u89e3\u5c31\u662f\u628a\u6211\u4eec\u65e5\u5e38\u7684\u4e00\u4e2a\u5e94\u5bf9\u5f02\u5e38\u60c5\u51b5\u65f6\u5019\u7684\u4e00\u4e9bSOP\u56fa\u5316\u3001\u6c89\u6dc0\u6210\u4e3a\u6211\u4eec\u7684\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u7136\u540e\u5f62\u6210\u4e00\u5957\u89c4\u5219\uff0c\u6839\u636e\u8fd9\u4e9b\u89c4\u5219\u6784\u5efa\u89c4\u5219\u5f15\u64ce\uff0c\u4e0d\u540c\u7684\u573a\u666f\u53c2\u6570\u4f1a\u5339\u914d\u5230\u7279\u5b9a\u7684\u89c4\u5219\u6216\u4e00\u4e9b\u89c4\u5219\uff0c\u901a\u8fc7\u89c4\u5219\u5f15\u64ce\u8ba1\u7b97\u5f97\u51fa\u5bf9\u5e94\u7684\u4e00\u4e9b\u5904\u7406\u624b\u6bb5\uff0c\u6bd4\u5982\u8bf4\u62a5\u8b66\u6216\u8005\u7ed9\u51fa\u4e00\u4e9b\u5efa\u8bae\u63d0\u793a\uff0c\u66f4\u8fdb\u4e00\u6b65\u7684\u8bdd\u8fd8\u53ef\u4ee5\u505a\u5230\u81ea\u52a8\u5316\u6267\u884c\u4e00\u4e9b\u9884\u6848\u52a8\u4f5c\u3002<\/p>\n\n\n\n<p>\u5982\u56fe\uff0c\u5de6\u8fb9\u53ef\u4ee5\u8ba4\u4e3a\u662f\u4e00\u4e9b\u573a\u666f\u5165\u53c2\uff0c\u5b83\u53ef\u4ee5\u662f\u4e00\u4e9b\u5e94\u7528\u6307\u6807\uff0c\u4e5f\u53ef\u4ee5\u4e91\u5e73\u53f0\u7684\u4e00\u4e9b\u6570\u636e\uff0c\u6bd4\u5982\u7f51\u7edc\u6307\u6807\u6570\u636e\uff0c\u4e5f\u53ef\u80fd\u662f\u4e00\u4e9b\u5386\u53f2\u7684\u4e1a\u52a1\u6570\u636e\u8d8b\u52bf\uff0c\u4e5f\u53ef\u80fd\u662f\u4e00\u4e9b\u5927\u4fc3\u7684\u5173\u952e\u4fe1\u606f\u3001\u65e5\u5e38\u7684\u53d1\u5e03\u53d8\u66f4\u4fe1\u606f\u7b49\u3002\u4e0d\u901a\u7684\u5165\u53c2\u547d\u4e2d\u4e0d\u901a\u7684\u89c4\u5219\uff0c\u6267\u884c\u5bf9\u5e94\u7684\u53f3\u8fb9\u7684\u52a8\u4f5c\u3002<\/p>\n\n\n\n<p>\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u5047\u5982\u73b0\u5728\u6709\u4e2a\u4e1a\u52a1\uff0c\u4ed6\u7684\u67d0\u4e2a\u63a5\u53e3\u7684OPS\u548cCPU\u540c\u65f6\u98d9\u9ad8\uff0c\u6211\u4eec\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4ed6\u7684\u4e0a\u6e38\u8c03\u7528\u91cf\u56e0\u4e3a\u67d0\u4e9b\u539f\u56e0\u98d9\u9ad8\uff0c\u8fd9\u79cd\u573a\u666f\u6211\u4eec\u4e00\u822c\u53ef\u4ee5\u8fdb\u884c\u4e00\u4e2a\u6269\u5bb9\u52a8\u4f5c\u6765\u7f13\u89e3\u670d\u52a1\u96c6\u7fa4\u7684\u538b\u529b\uff0c\u90a3\u8fd9\u5e73\u53f0\u9996\u5148\u8fdb\u884c\u7535\u8bdd\u3001\u98de\u4e66\u544a\u8b66\u5e76\u7ed9\u51fa\u96c6\u7fa4\u6269\u5bb9\u7684\u5efa\u8bae\uff0c\u5f53\u7136\u8fd9\u91cc\u662f\u53ef\u4ee5\u8fdb\u4e00\u6b65\u505a\u5230\u667a\u80fd\u5316\u81ea\u52a8\u6269\u5bb9\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u540e\u9762\u8981\u53d1\u5c55\u7684\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\u5728\u6574\u4f53\u9884\u6848\u544a\u8b66\u8fd9\u4e00\u5757\u540e\u7eed\u7684\u89c4\u5212\u4e0a\uff0c\u4e3b\u8981\u67092\u4e2a\u65b9\uff1a\u5b8c\u5584\u573a\u666f\u8986\u76d6\u7387\u548c\u4e0d\u65ad\u667a\u80fd\u5316\u3002\u4e0d\u65ad\u7684\u4e30\u5bcc\u89c4\u5219\u5f15\u64ce\uff0c\u5728\u6267\u884c\u8fd9\u5757\u505a\u66f4\u591a\u7684\u667a\u80fd\u5316\uff0c\u6bd4\u5982\u81ea\u52a8\u6269\u5bb9\u81ea\u52a8\u6267\u884c\u9884\u6848\u7b49\u3002<\/p>\n\n\n\n<p>\u4f5c\u8005\uff1aLexus90511<br>\u94fe\u63a5\uff1ahttps:\/\/www.jianshu.com\/p\/db49f1b6f0b0<br>\u6765\u6e90\uff1a\u7b80\u4e66<br>\u8457\u4f5c\u6743\u5f52\u4f5c\u8005\u6240\u6709\u3002\u5546\u4e1a\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u4f5c\u8005\u83b7\u5f97\u6388\u6743\uff0c\u975e\u5546\u4e1a\u8f6c\u8f7d\u8bf7\u6ce8\u660e\u51fa\u5904\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u5929\u5206\u4eab\u7684\u4e3b\u9898\u662f\u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u7684\u843d\u5730\u4e0e\u5b9e\u8df5\uff0c\u4ee5\u4e0b\u662f\u5206\u4eab\u5927\u7eb2\u3002 \u5206\u4eab\u5927\u7eb2 \u4e00\u3001\u76d1\u63a7\u6f14\u8fdb\u53f2 1\u3001\u884c&hellip; <a href=\"http:\/\/viplao.com\/index.php\/2022\/09\/03\/%e5%ae%9e%e8%b7%b5%e6%a1%88%e4%be%8b-%e8%b4%a7%e6%8b%89%e6%8b%89%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e4%bd%93%e7%b3%bb%e7%9a%84%e8%90%bd%e5%9c%b0%e4%b8%8e%e5%ae%9e%e8%b7%b5%ef%bf%bc\/\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">\u5b9e\u8df5\u6848\u4f8b &#8211; \u8d27\u62c9\u62c9\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\u7684\u843d\u5730\u4e0e\u5b9e\u8df5\ufffc<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[16,14],"views":1068,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/408"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=408"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/408\/revisions"}],"predecessor-version":[{"id":409,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/408\/revisions\/409"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=408"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=408"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=408"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}