{"id":2605,"date":"2024-09-21T06:48:57","date_gmt":"2024-09-20T22:48:57","guid":{"rendered":"http:\/\/viplao.com\/?p=2605"},"modified":"2024-09-21T06:48:59","modified_gmt":"2024-09-20T22:48:59","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2024\/09\/21\/%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa\/","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\uff08Observability\uff09 &#8211; \u94fe\u8def\u8ffd\u8e2a"},"content":{"rendered":"\n<p>\u867d\u7136 2010 \u5e74\u4e4b\u524d\u5c31\u5df2\u7ecf\u6709\u4e86 X-Trace\u3001Magpie \u7b49\u8de8\u670d\u52a1\u7684\u8ffd\u8e2a\u7cfb\u7edf\u4e86\uff0c\u4f46\u73b0\u4ee3\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\u516c\u8ba4\u7684\u8d77\u6e90\u662f Google \u5728 2010 \u5e74\u53d1\u8868\u7684\u8bba\u6587\u300a<a href=\"https:\/\/static.googleusercontent.com\/media\/research.google.com\/zh-CN\/\/archive\/papers\/dapper-2010-1.pdf\">Dapper : a Large-Scale Distributed Systems Tracing Infrastructure<\/a>\u300b\uff0c\u8fd9\u7bc7\u8bba\u6587\u4ecb\u7ecd\u4e86 Google \u4ece 2004 \u5e74\u5f00\u59cb\u4f7f\u7528\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf Dapper \u7684\u5b9e\u73b0\u539f\u7406\u3002\u6b64\u540e\uff0c\u6240\u6709\u4e1a\u754c\u6709\u540d\u7684\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u65e0\u8bba\u662f\u56fd\u5916 Twitter \u7684<a href=\"https:\/\/github.com\/openzipkin\/zipkin\">Zipkin<\/a>\u3001Naver \u7684<a href=\"https:\/\/github.com\/pinpoint-apm\/pinpoint\">Pinpoint<\/a>\uff08Naver \u662f Line \u7684\u6bcd\u516c\u53f8\uff0cPinpoint \u51fa\u73b0\u5176\u5b9e\u65e9\u4e8e Dapper \u8bba\u6587\u53d1\u8868\uff0c\u5728 Dapper \u8bba\u6587\u4e2d\u8fd8\u63d0\u5230\u4e86 Pinpoint\uff09\uff0c\u6291\u6216\u662f\u56fd\u5185\u963f\u91cc\u7684\u9e70\u773c\u3001\u5927\u4f17\u70b9\u8bc4\u7684<a href=\"https:\/\/github.com\/dianping\/cat\">CAT<\/a>\u3001\u4e2a\u4eba\u5f00\u6e90\u7684<a href=\"https:\/\/github.com\/apache\/skywalking\">SkyWalking<\/a>\uff08\u540e\u8fdb\u5165 Apache \u57fa\u91d1\u4f1a\u5b75\u5316\u6bd5\u4e1a\uff09\u90fd\u53d7\u5230 Dapper \u8bba\u6587\u7684\u76f4\u63a5\u5f71\u54cd\u3002<\/p>\n\n\n\n<p>\u5e7f\u4e49\u4e0a\u8bb2\uff0c\u4e00\u4e2a\u5b8c\u6574\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\u5e94\u8be5\u7531\u6570\u636e\u6536\u96c6\u3001\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u5c55\u793a\u4e09\u4e2a\u76f8\u5bf9\u72ec\u7acb\u7684\u5b50\u7cfb\u7edf\u6784\u6210\uff0c\u800c\u72ed\u4e49\u4e0a\u8bb2\u7684\u8ffd\u8e2a\u5219\u5c31\u53ea\u662f\u7279\u6307\u94fe\u8def\u8ffd\u8e2a\u6570\u636e\u7684\u6536\u96c6\u90e8\u5206\u3002\u8b6c\u5982<a href=\"https:\/\/spring.io\/projects\/spring-cloud-sleuth\">Spring Cloud Sleuth<\/a>\u5c31\u5c5e\u4e8e\u72ed\u4e49\u7684\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u901a\u5e38\u4f1a\u642d\u914d Zipkin \u4f5c\u4e3a\u6570\u636e\u5c55\u793a\uff0c\u642d\u914d Elasticsearch \u4f5c\u4e3a\u6570\u636e\u5b58\u50a8\u6765\u7ec4\u5408\u4f7f\u7528\uff0c\u800c\u524d\u9762\u63d0\u5230\u7684\u90a3\u4e9b Dapper \u7684\u5f92\u5b50\u5f92\u5b59\u4eec\u5927\u591a\u90fd\u5c5e\u4e8e\u5e7f\u4e49\u7684\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u5e7f\u4e49\u7684\u8ffd\u8e2a\u7cfb\u7edf\u53c8\u5e38\u88ab\u79f0\u4e3a\u201cAPM \u7cfb\u7edf\u201d\uff08Application Performance Management\uff09\u3002<\/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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/viplao.com\/index.php\/2024\/09\/21\/%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa\/#%E8%BF%BD%E8%B8%AA%E4%B8%8E%E8%B7%A8%E5%BA%A6\" title=\"\u8ffd\u8e2a\u4e0e\u8de8\u5ea6\">\u8ffd\u8e2a\u4e0e\u8de8\u5ea6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2024\/09\/21\/%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa\/#%E6%95%B0%E6%8D%AE%E6%94%B6%E9%9B%86\" title=\"\u6570\u636e\u6536\u96c6\">\u6570\u636e\u6536\u96c6<\/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\/2024\/09\/21\/%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa\/#%E8%BF%BD%E8%B8%AA%E8%A7%84%E8%8C%83%E5%8C%96\" title=\"\u8ffd\u8e2a\u89c4\u8303\u5316\">\u8ffd\u8e2a\u89c4\u8303\u5316<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h2-u8FFDu8E2Au4E0Eu8DE8u5EA6\"><span class=\"ez-toc-section\" id=\"%E8%BF%BD%E8%B8%AA%E4%B8%8E%E8%B7%A8%E5%BA%A6\"><\/span><a><\/a>\u8ffd\u8e2a\u4e0e\u8de8\u5ea6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4e3a\u4e86\u6709\u6548\u5730\u8fdb\u884c\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0cDapper \u63d0\u51fa\u4e86\u201c\u8ffd\u8e2a\u201d\u4e0e\u201c\u8de8\u5ea6\u201d\u4e24\u4e2a\u6982\u5ff5\u3002\u4ece\u5ba2\u6237\u7aef\u53d1\u8d77\u8bf7\u6c42\u62b5\u8fbe\u7cfb\u7edf\u7684\u8fb9\u754c\u5f00\u59cb\uff0c\u8bb0\u5f55\u8bf7\u6c42\u6d41\u7ecf\u7684\u6bcf\u4e00\u4e2a\u670d\u52a1\uff0c\u76f4\u5230\u5230\u5411\u5ba2\u6237\u7aef\u8fd4\u56de\u54cd\u5e94\u4e3a\u6b62\uff0c\u8fd9\u6574\u4e2a\u8fc7\u7a0b\u5c31\u79f0\u4e3a\u4e00\u6b21\u201c\u8ffd\u8e2a\u201d\uff08Trace\uff0c\u4e3a\u4e86\u4e0d\u4ea7\u751f\u6df7\u6dc6\uff0c\u540e\u6587\u5c31\u76f4\u63a5\u4f7f\u7528\u82f1\u6587 Trace \u6765\u6307\u4ee3\u4e86\uff09\u3002\u7531\u4e8e\u6bcf\u6b21 Trace \u90fd\u53ef\u80fd\u4f1a\u8c03\u7528\u6570\u91cf\u4e0d\u5b9a\u3001\u5750\u6807\u4e0d\u5b9a\u7684\u591a\u4e2a\u670d\u52a1\uff0c\u4e3a\u4e86\u80fd\u591f\u8bb0\u5f55\u5177\u4f53\u8c03\u7528\u4e86\u54ea\u4e9b\u670d\u52a1\uff0c\u4ee5\u53ca\u8c03\u7528\u7684\u987a\u5e8f\u3001\u5f00\u59cb\u65f6\u70b9\u3001\u6267\u884c\u65f6\u957f\u7b49\u4fe1\u606f\uff0c\u6bcf\u6b21\u5f00\u59cb\u8c03\u7528\u670d\u52a1\u524d\u90fd\u8981\u5148\u57cb\u5165\u4e00\u4e2a\u8c03\u7528\u8bb0\u5f55\uff0c\u8fd9\u4e2a\u8bb0\u5f55\u79f0\u4e3a\u4e00\u4e2a\u201c\u8de8\u5ea6\u201d\uff08Span\uff09\u3002Span \u7684\u6570\u636e\u7ed3\u6784\u5e94\u8be5\u8db3\u591f\u7b80\u5355\uff0c\u4ee5\u4fbf\u4e8e\u80fd\u653e\u5728\u65e5\u5fd7\u6216\u8005\u7f51\u7edc\u534f\u8bae\u7684\u62a5\u6587\u5934\u91cc\uff1b\u4e5f\u5e94\u8be5\u8db3\u591f\u5b8c\u5907\uff0c\u8d77\u7801\u5e94\u542b\u6709\u65f6\u95f4\u6233\u3001\u8d77\u6b62\u65f6\u95f4\u3001Trace \u7684 ID\u3001\u5f53\u524d Span \u7684 ID\u3001\u7236 Span \u7684 ID \u7b49\u80fd\u591f\u6ee1\u8db3\u8ffd\u8e2a\u9700\u8981\u7684\u4fe1\u606f\u3002\u6bcf\u4e00\u6b21 Trace \u5b9e\u9645\u4e0a\u90fd\u662f\u7531\u82e5\u5e72\u4e2a\u6709\u987a\u5e8f\u3001\u6709\u5c42\u7ea7\u5173\u7cfb\u7684 Span \u6240\u7ec4\u6210\u4e00\u9897\u201c\u8ffd\u8e2a\u6811\u201d\uff08Trace Tree\uff09\uff0c\u5982\u56fe 10-5 \u6240\u793a\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"https:\/\/static.sitestack.cn\/projects\/fenixsoft-awesome-fenix\/9c9229b872b454dafcdd2135f9a846dd.png\" alt=\"\u94fe\u8def\u8ffd\u8e2a - \u56fe7\">&nbsp;\u56fe 10-5 Trace \u548c Spans\uff08\u56fe\u7247\u6765\u6e90\u4e8e<a href=\"https:\/\/static.googleusercontent.com\/media\/research.google.com\/zh-CN\/\/archive\/papers\/dapper-2010-1.pdf\">Dapper \u8bba\u6587<\/a>\uff09<\/p>\n\n\n\n<p>\u4ece\u76ee\u6807\u6765\u770b\uff0c\u94fe\u8def\u8ffd\u8e2a\u7684\u76ee\u7684\u662f\u4e3a\u6392\u67e5\u6545\u969c\u548c\u5206\u6790\u6027\u80fd\u63d0\u4f9b\u6570\u636e\u652f\u6301\uff0c\u7cfb\u7edf\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6301\u7eed\u5730\u63a5\u53d7\u8bf7\u6c42\u5e76\u5904\u7406\u54cd\u5e94\uff0c\u540c\u65f6\u6301\u7eed\u5730\u751f\u6210 Trace\uff0c\u6309\u6b21\u5e8f\u6574\u7406\u597d Trace \u4e2d\u6bcf\u4e00\u4e2a Span \u6240\u8bb0\u5f55\u7684\u8c03\u7528\u5173\u7cfb\uff0c\u4fbf\u80fd\u7ed8\u5236\u51fa\u4e00\u5e45\u7cfb\u7edf\u7684\u670d\u52a1\u8c03\u7528\u62d3\u6251\u56fe\u3002\u6839\u636e\u62d3\u6251\u56fe\u4e2d Span \u8bb0\u5f55\u7684\u65f6\u95f4\u4fe1\u606f\u548c\u54cd\u5e94\u7ed3\u679c\uff08\u6b63\u5e38\u6216\u5f02\u5e38\u8fd4\u56de\uff09\u5c31\u53ef\u4ee5\u5b9a\u4f4d\u5230\u7f13\u6162\u6216\u8005\u51fa\u9519\u7684\u670d\u52a1\uff1b\u5c06 Trace \u4e0e\u5386\u53f2\u8bb0\u5f55\u8fdb\u884c\u5bf9\u6bd4\u7edf\u8ba1\uff0c\u5c31\u53ef\u4ee5\u4ece\u7cfb\u7edf\u6574\u4f53\u5c42\u9762\u5206\u6790\u670d\u52a1\u6027\u80fd\uff0c\u5b9a\u4f4d\u6027\u80fd\u4f18\u5316\u7684\u76ee\u6807\u3002<\/p>\n\n\n\n<p>\u4ece\u5b9e\u73b0\u6765\u770b\uff0c\u4e3a\u6bcf\u6b21\u670d\u52a1\u8c03\u7528\u8bb0\u5f55 Trace \u548c Span\uff0c\u5e76\u4ee5\u6b64\u6784\u6210\u8ffd\u8e2a\u6811\u7ed3\u6784\uff0c\u542c\u7740\u597d\u50cf\u4e5f\u4e0d\u662f\u5f88\u590d\u6742\uff0c\u7136\u800c\u8003\u8651\u5230\u5b9e\u9645\u60c5\u51b5\uff0c\u8ffd\u8e2a\u7cfb\u7edf\u5728\u529f\u80fd\u6027\u548c\u975e\u529f\u80fd\u6027\u4e0a\u90fd\u6709\u4e0d\u5c0f\u7684\u6311\u6218\u3002\u529f\u80fd\u4e0a\u7684\u6311\u6218\u6765\u6e90\u4e8e\u670d\u52a1\u7684\u5f02\u6784\u6027\uff0c\u5404\u4e2a\u670d\u52a1\u53ef\u80fd\u91c7\u7528\u4e0d\u540c\u7a0b\u5e8f\u8bed\u8a00\uff0c\u670d\u52a1\u95f4\u4ea4\u4e92\u53ef\u80fd\u91c7\u7528\u4e0d\u540c\u7684\u7f51\u7edc\u534f\u8bae\uff0c\u6bcf\u517c\u5bb9\u4e00\u79cd\u573a\u666f\uff0c\u90fd\u4f1a\u589e\u52a0\u529f\u80fd\u5b9e\u73b0\u65b9\u9762\u7684\u5de5\u4f5c\u91cf\u3002\u800c\u975e\u529f\u80fd\u6027\u7684\u6311\u6218\u5177\u4f53\u5c31\u6765\u6e90\u4e8e\u4ee5\u4e0b\u8fd9\u56db\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<ul>\n<li><strong>\u4f4e\u6027\u80fd\u635f\u8017<\/strong>\uff1a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u4e0d\u80fd\u5bf9\u670d\u52a1\u672c\u8eab\u4ea7\u751f\u660e\u663e\u7684\u6027\u80fd\u8d1f\u62c5\u3002\u8ffd\u8e2a\u7684\u4e3b\u8981\u76ee\u7684\u4e4b\u4e00\u5c31\u662f\u4e3a\u4e86\u5bfb\u627e\u6027\u80fd\u7f3a\u9677\uff0c\u8d8a\u6162\u7684\u670d\u52a1\u8d8a\u662f\u9700\u8981\u8ffd\u8e2a\uff0c\u6240\u4ee5\u5de5\u4f5c\u573a\u666f\u90fd\u662f\u6027\u80fd\u654f\u611f\u7684\u5730\u65b9\u3002<\/li>\n\n\n\n<li><strong>\u5bf9\u5e94\u7528\u900f\u660e<\/strong>\uff1a\u8ffd\u8e2a\u7cfb\u7edf\u901a\u5e38\u662f\u8fd0\u7ef4\u671f\u624d\u4e8b\u540e\u52a0\u5165\u7684\u7cfb\u7edf\uff0c\u5e94\u8be5\u5c3d\u91cf\u4ee5\u975e\u4fb5\u5165\u6216\u8005\u5c11\u4fb5\u5165\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u8ffd\u8e2a\uff0c\u5bf9\u5f00\u53d1\u4eba\u5458\u505a\u5230\u900f\u660e\u5316\u3002<\/li>\n\n\n\n<li><strong>\u968f\u5e94\u7528\u6269\u7f29<\/strong>\uff1a\u73b0\u4ee3\u7684\u5206\u5e03\u5f0f\u670d\u52a1\u96c6\u7fa4\u90fd\u6709\u6839\u636e\u6d41\u91cf\u538b\u529b\u81ea\u52a8\u6269\u7f29\u7684\u80fd\u529b\uff0c\u8fd9\u8981\u6c42\u5f53\u4e1a\u52a1\u7cfb\u7edf\u6269\u7f29\u65f6\uff0c\u8ffd\u8e2a\u7cfb\u7edf\u4e5f\u80fd\u81ea\u52a8\u8ddf\u968f\uff0c\u4e0d\u9700\u8981\u8fd0\u7ef4\u4eba\u5458\u4eba\u5de5\u53c2\u4e0e\u3002<\/li>\n\n\n\n<li><strong>\u6301\u7eed\u7684\u76d1\u63a7<\/strong>\uff1a\u8981\u6c42\u8ffd\u8e2a\u7cfb\u7edf\u5fc5\u987b\u80fd\u591f 7&#215;24 \u5c0f\u65f6\u5de5\u4f5c\uff0c\u5426\u5219\u5c31\u96be\u4ee5\u5b9a\u4f4d\u5230\u7cfb\u7edf\u5076\u5c14\u6296\u52a8\u7684\u884c\u4e3a\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h2-u6570u636Eu6536u96C6\"><span class=\"ez-toc-section\" id=\"%E6%95%B0%E6%8D%AE%E6%94%B6%E9%9B%86\"><\/span><a><\/a>\u6570\u636e\u6536\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u76ee\u524d\uff0c\u8ffd\u8e2a\u7cfb\u7edf\u6839\u636e\u6570\u636e\u6536\u96c6\u65b9\u5f0f\u7684\u5dee\u5f02\uff0c\u53ef\u5206\u4e3a\u4e09\u79cd\u4e3b\u6d41\u7684\u5b9e\u73b0\u65b9\u5f0f\uff0c\u5206\u522b\u662f<strong>\u57fa\u4e8e\u65e5\u5fd7\u7684\u8ffd\u8e2a<\/strong>\uff08Log-Based Tracing\uff09\uff0c<strong>\u57fa\u4e8e\u670d\u52a1\u7684\u8ffd\u8e2a<\/strong>\uff08Service-Based Tracing\uff09\u548c<strong>\u57fa\u4e8e\u8fb9\u8f66\u4ee3\u7406\u7684\u8ffd\u8e2a<\/strong>\uff08Sidecar-Based Tracing\uff09\uff0c\u7b14\u8005\u5206\u522b\u4ecb\u7ecd\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u57fa\u4e8e\u65e5\u5fd7\u7684\u8ffd\u8e2a\u7684\u601d\u8def\u662f\u5c06 Trace\u3001Span \u7b49\u4fe1\u606f\u76f4\u63a5\u8f93\u51fa\u5230\u5e94\u7528\u65e5\u5fd7\u4e2d\uff0c\u7136\u540e\u968f\u7740\u6240\u6709\u8282\u70b9\u7684\u65e5\u5fd7\u5f52\u96c6\u8fc7\u7a0b\u6c47\u805a\u5230\u4e00\u8d77\uff0c\u518d\u4ece\u5168\u5c40\u65e5\u5fd7\u4fe1\u606f\u4e2d\u53cd\u63a8\u51fa\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u62d3\u6251\u5173\u7cfb\u3002\u65e5\u5fd7\u8ffd\u8e2a\u5bf9\u7f51\u7edc\u6d88\u606f\u5b8c\u5168\u6ca1\u6709\u4fb5\u5165\u6027\uff0c\u5bf9\u5e94\u7528\u7a0b\u5e8f\u53ea\u6709\u5f88\u5c11\u91cf\u7684\u4fb5\u5165\u6027\uff0c\u5bf9\u6027\u80fd\u5f71\u54cd\u4e5f\u975e\u5e38\u4f4e\u3002\u4f46\u5176\u7f3a\u70b9\u662f\u76f4\u63a5\u4f9d\u8d56\u4e8e\u65e5\u5fd7\u5f52\u96c6\u8fc7\u7a0b\uff0c\u65e5\u5fd7\u672c\u8eab\u4e0d\u8ffd\u6c42\u7edd\u5bf9\u7684\u8fde\u7eed\u4e0e\u4e00\u81f4\uff0c\u8fd9\u4e5f\u4f7f\u5f97\u57fa\u4e8e\u65e5\u5fd7\u7684\u8ffd\u8e2a\u5f80\u5f80\u4e0d\u5982\u5176\u4ed6\u4e24\u79cd\u8ffd\u8e2a\u5b9e\u73b0\u6765\u7684\u7cbe\u51c6\u3002\u53e6\u5916\uff0c\u4e1a\u52a1\u670d\u52a1\u7684\u8c03\u7528\u4e0e\u65e5\u5fd7\u7684\u5f52\u96c6\u5e76\u4e0d\u662f\u540c\u65f6\u5b8c\u6210\u7684\uff0c\u4e5f\u901a\u5e38\u4e0d\u7531\u540c\u4e00\u4e2a\u8fdb\u7a0b\u5b8c\u6210\uff0c\u6709\u53ef\u80fd\u53d1\u751f\u4e1a\u52a1\u8c03\u7528\u5df2\u7ecf\u987a\u5229\u7ed3\u675f\u4e86\uff0c\u4f46\u7531\u4e8e\u65e5\u5fd7\u5f52\u96c6\u4e0d\u53ca\u65f6\u6216\u8005\u7cbe\u5ea6\u4e22\u5931\uff0c\u5bfc\u81f4\u65e5\u5fd7\u51fa\u73b0\u5ef6\u8fdf\u6216\u7f3a\u5931\u8bb0\u5f55\uff0c\u8fdb\u800c\u4ea7\u751f\u8ffd\u8e2a\u5931\u771f\u3002\u8fd9\u4e5f\u662f\u524d\u9762\u7b14\u8005\u4ecb\u7ecd Elastic Stack \u65f6\u63d0\u5230\u7684\u89c2\u70b9\uff0cELK \u5728\u65e5\u5fd7\u3001\u8ffd\u8e2a\u548c\u5ea6\u91cf\u65b9\u9762\u90fd\u53ef\u4ee5\u53d1\u6325\u4f5c\u7528\uff0c\u8fd9\u5bf9\u4e2d\u5c0f\u578b\u5e94\u7528\u786e\u5b9e\u6709\u4e00\u5b9a\u4fbf\u5229\uff0c\u4f46\u662f\u5927\u578b\u7cfb\u7edf\u6700\u597d\u8fd8\u662f\u7531\u4e13\u4e1a\u7684\u5de5\u5177\u505a\u4e13\u4e1a\u7684\u4e8b\u3002<br>\u65e5\u5fd7\u8ffd\u8e2a\u7684\u4ee3\u8868\u4ea7\u54c1\u662f Spring Cloud Sleuth\uff0c\u4e0b\u9762\u662f\u4e00\u6bb5\u7531 Sleuth \u5728\u8c03\u7528\u65f6\u81ea\u52a8\u751f\u6210\u7684\u65e5\u5fd7\u8bb0\u5f55\uff0c\u53ef\u4ee5\u4ece\u4e2d\u89c2\u5bdf\u5230 TraceID\u3001SpanID\u3001\u7236 SpanID \u7b49\u8ffd\u8e2a\u4fe1\u606f\u3002\n<ol>\n<li><code># \u4ee5\u4e0b\u4e3a\u8c03\u7528\u7aef\u7684\u65e5\u5fd7\u8f93\u51fa\uff1a<\/code><\/li>\n\n\n\n<li><code>Created new Feign span [Trace: cbe97e67ce162943, Span: bb1798f7a7c9c142, Parent: cbe97e67ce162943, exportable:false]<\/code><\/li>\n\n\n\n<li><code>2019-06-30 09:43:24.022 [http-nio-9010-exec-8] DEBUG o.s.c.s.i.web.client.feign.TraceFeignClient - The modified request equals GET http:\/\/localhost:9001\/product\/findAll HTTP\/1.1<\/code><\/li>\n\n\n\n<li><code><\/code><\/li>\n\n\n\n<li><code>X-B3-ParentSpanId: cbe97e67ce162943<\/code><\/li>\n\n\n\n<li><code>X-B3-Sampled: 0<\/code><\/li>\n\n\n\n<li><code>X-B3-TraceId: cbe97e67ce162943<\/code><\/li>\n\n\n\n<li><code>X-Span-Name: http:\/product\/findAll<\/code><\/li>\n\n\n\n<li><code>X-B3-SpanId: bb1798f7a7c9c142<\/code><\/li>\n\n\n\n<li><code><\/code><\/li>\n\n\n\n<li><code># \u4ee5\u4e0b\u4e3a\u670d\u52a1\u7aef\u7684\u65e5\u5fd7\u8f93\u51fa\uff1a<\/code><\/li>\n\n\n\n<li><code>[findAll] to a span [Trace: cbe97e67ce162943, Span: bb1798f7a7c9c142, Parent: cbe97e67ce162943, exportable:false]<\/code><\/li>\n\n\n\n<li><code>Adding a class tag with value [ProductController] to a span [Trace: cbe97e67ce162943, Span: bb1798f7a7c9c142, Parent: cbe97e67ce162943, exportable:false]<\/code><\/li>\n<\/ol>\n<\/li>\n\n\n\n<li>\u57fa\u4e8e\u670d\u52a1\u7684\u8ffd\u8e2a\u662f\u76ee\u524d\u6700\u4e3a\u5e38\u89c1\u7684\u8ffd\u8e2a\u5b9e\u73b0\u65b9\u5f0f\uff0c\u88ab Zipkin\u3001SkyWalking\u3001Pinpoint \u7b49\u4e3b\u6d41\u8ffd\u8e2a\u7cfb\u7edf\u5e7f\u6cdb\u91c7\u7528\u3002\u670d\u52a1\u8ffd\u8e2a\u7684\u5b9e\u73b0\u601d\u8def\u662f\u901a\u8fc7\u67d0\u4e9b\u624b\u6bb5\u7ed9\u76ee\u6807\u5e94\u7528\u6ce8\u5165\u8ffd\u8e2a\u63a2\u9488\uff08Probe\uff09\uff0c\u9488\u5bf9 Java \u5e94\u7528\u4e00\u822c\u5c31\u662f\u901a\u8fc7 Java Agent \u6ce8\u5165\u7684\u3002\u63a2\u9488\u5728\u7ed3\u6784\u4e0a\u53ef\u89c6\u4e3a\u4e00\u4e2a\u5bc4\u751f\u5728\u76ee\u6807\u670d\u52a1\u8eab\u4e0a\u7684\u5c0f\u578b\u5fae\u670d\u52a1\u7cfb\u7edf\uff0c\u5b83\u4e00\u822c\u4f1a\u6709\u81ea\u5df1\u4e13\u7528\u7684\u670d\u52a1\u6ce8\u518c\u3001\u5fc3\u8df3\u68c0\u6d4b\u7b49\u529f\u80fd\uff0c\u6709\u4e13\u95e8\u7684\u6570\u636e\u6536\u96c6\u534f\u8bae\uff0c\u628a\u4ece\u76ee\u6807\u7cfb\u7edf\u4e2d\u76d1\u63a7\u5f97\u5230\u7684\u670d\u52a1\u8c03\u7528\u4fe1\u606f\uff0c\u901a\u8fc7\u53e6\u4e00\u6b21\u72ec\u7acb\u7684 HTTP \u6216\u8005 RPC \u8bf7\u6c42\u53d1\u9001\u7ed9\u8ffd\u8e2a\u7cfb\u7edf\u3002\u56e0\u6b64\uff0c\u57fa\u4e8e\u670d\u52a1\u7684\u8ffd\u8e2a\u4f1a\u6bd4\u57fa\u4e8e\u65e5\u5fd7\u7684\u8ffd\u8e2a\u6d88\u8017\u66f4\u591a\u7684\u8d44\u6e90\uff0c\u4e5f\u6709\u66f4\u5f3a\u7684\u4fb5\u5165\u6027\uff0c\u6362\u6765\u7684\u6536\u76ca\u662f\u8ffd\u8e2a\u7684\u7cbe\u786e\u6027\u4e0e\u7a33\u5b9a\u6027\u90fd\u6709\u6240\u4fdd\u8bc1\uff0c\u4e0d\u5fc5\u518d\u4f9d\u9760\u65e5\u5fd7\u5f52\u96c6\u6765\u4f20\u8f93\u8ffd\u8e2a\u6570\u636e\u3002<br>\u4e0b\u9762\u662f\u4e00\u5f20 Pinpoint \u7684\u8ffd\u8e2a\u6548\u679c\u622a\u56fe\uff0c\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230\u53c2\u6570\u3001\u53d8\u91cf\u7b49\u76f8\u5f53\u8be6\u7ec6\u65b9\u6cd5\u7ea7\u8c03\u7528\u4fe1\u606f\u3002\u7b14\u8005\u5728\u4e0a\u4e00\u8282\u201c<a href=\"https:\/\/www.bookstack.cn\/read\/fenixsoft-awesome-fenix\/4fea3f35b5404f30.md\">\u65e5\u5fd7\u5206\u6790<\/a>\u201d\u91cc\u628a\u201c\u6253\u5370\u8ffd\u8e2a\u8bca\u65ad\u4fe1\u606f\u201d\u5217\u4e3a\u53cd\u6a21\u5f0f\uff0c\u5982\u679c\u9700\u8981\u8bca\u65ad\u9700\u8981\u65b9\u6cd5\u53c2\u6570\u3001\u8fd4\u56de\u503c\u3001\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u6216\u8005\u65b9\u6cd5\u8c03\u7528\u8017\u65f6\u8fd9\u7c7b\u6570\u636e\uff0c\u901a\u8fc7\u8ffd\u8e2a\u7cfb\u7edf\u6765\u5b9e\u73b0\u662f\u6bd4\u901a\u8fc7\u65e5\u5fd7\u7cfb\u7edf\u5b9e\u73b0\u66f4\u52a0\u6070\u5f53\u7684\u89e3\u51b3\u65b9\u6848\u3002<img decoding=\"async\" src=\"https:\/\/static.sitestack.cn\/projects\/fenixsoft-awesome-fenix\/590415ebd5ab217da5491981ebc0d086.png\" alt=\"\u94fe\u8def\u8ffd\u8e2a - \u56fe9\">&nbsp;\u56fe 10-6 Pinpoint \u7684\u8ffd\u8e2a\u622a\u56fe\uff08\u56fe\u7247\u6765\u81ea\u7f51\u7edc\uff09\u4e5f\u5fc5\u987b\u8bf4\u660e\u6e05\u695a\uff0c\u50cf\u56fe 10-6 \u4e2d Pinpoint \u8fd9\u79cd\u8be6\u7ec6\u7a0b\u5ea6\u7684\u8ffd\u8e2a\u5bf9\u5e94\u7528\u7cfb\u7edf\u7684\u6027\u80fd\u538b\u529b\u662f\u76f8\u5f53\u5927\u7684\uff0c\u4e00\u822c\u4ec5\u5728\u51fa\u9519\u65f6\u5f00\u542f\uff0c\u800c\u4e14 Pinpoint \u672c\u8eab\u5c31\u662f\u6bd4\u8f83\u91cd\u8d1f\u8f7d\u7684\u7cfb\u7edf\uff08\u8fd0\u884c\u5b83\u5fc5\u987b\u5148\u7ef4\u62a4\u4e00\u5957 HBase\uff09\uff0c\u8fd9\u4e25\u91cd\u5236\u7ea6\u4e86\u5b83\u7684\u9002\u7528\u8303\u56f4\uff0c\u76ee\u524d\u670d\u52a1\u8ffd\u8e2a\u7684\u5176\u4e2d\u4e00\u4e2a\u53d1\u5c55\u8d8b\u52bf\u662f\u8f7b\u91cf\u5316\uff0c\u56fd\u4ea7\u7684 SkyWalking \u6b63\u662f\u8fd9\u65b9\u9762\u7684\u4f7c\u4f7c\u8005\u3002<\/li>\n\n\n\n<li>\u57fa\u4e8e\u8fb9\u8f66\u4ee3\u7406\u7684\u8ffd\u8e2a\u662f\u670d\u52a1\u7f51\u683c\u7684\u4e13\u5c5e\u65b9\u6848\uff0c\u4e5f\u662f\u6700\u7406\u60f3\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6a21\u578b\uff0c\u5b83\u5bf9\u5e94\u7528\u5b8c\u5168\u900f\u660e\uff0c\u65e0\u8bba\u662f\u65e5\u5fd7\u8fd8\u662f\u670d\u52a1\u672c\u8eab\u90fd\u4e0d\u4f1a\u6709\u4efb\u4f55\u53d8\u5316\uff1b\u5b83\u4e0e\u7a0b\u5e8f\u8bed\u8a00\u65e0\u5173\uff0c\u65e0\u8bba\u5e94\u7528\u91c7\u7528\u4ec0\u4e48\u7f16\u7a0b\u8bed\u8a00\u5b9e\u73b0\uff0c\u53ea\u8981\u5b83\u8fd8\u662f\u901a\u8fc7\u7f51\u7edc\uff08HTTP \u6216\u8005 gRPC\uff09\u6765\u8bbf\u95ee\u670d\u52a1\u5c31\u53ef\u4ee5\u88ab\u8ffd\u8e2a\u5230\uff1b\u5b83\u6709\u81ea\u5df1\u72ec\u7acb\u7684\u6570\u636e\u901a\u9053\uff0c\u8ffd\u8e2a\u6570\u636e\u901a\u8fc7\u63a7\u5236\u5e73\u9762\u8fdb\u884c\u4e0a\u62a5\uff0c\u907f\u514d\u4e86\u8ffd\u8e2a\u5bf9\u7a0b\u5e8f\u901a\u4fe1\u6216\u8005\u65e5\u5fd7\u5f52\u96c6\u7684\u4f9d\u8d56\u548c\u5e72\u6270\uff0c\u4fdd\u8bc1\u4e86\u6700\u4f73\u7684\u7cbe\u786e\u6027\u3002\u5982\u679c\u8981\u8bf4\u8fd9\u79cd\u8ffd\u8e2a\u5b9e\u73b0\u65b9\u5f0f\u8fd8\u6709\u4ec0\u4e48\u7f3a\u70b9\u7684\u8bdd\uff0c\u90a3\u5c31\u662f\u670d\u52a1\u7f51\u683c\u73b0\u5728\u8fd8\u4e0d\u591f\u666e\u53ca\uff0c\u672a\u6765\u968f\u7740\u4e91\u539f\u751f\u7684\u53d1\u5c55\uff0c\u76f8\u4fe1\u5b83\u4f1a\u6210\u4e3a\u8ffd\u8e2a\u7cfb\u7edf\u7684\u4e3b\u6d41\u5b9e\u73b0\u65b9\u5f0f\u4e4b\u4e00\u3002\u8fd8\u6709\u5c31\u662f\u8fb9\u8f66\u4ee3\u7406\u672c\u8eab\u7684\u5bf9\u5e94\u7528\u900f\u660e\u7684\u5de5\u4f5c\u539f\u7406\u51b3\u5b9a\u4e86\u5b83\u53ea\u80fd\u5b9e\u73b0\u670d\u52a1\u8c03\u7528\u5c42\u9762\u7684\u8ffd\u8e2a\uff0c\u50cf\u4e0a\u9762 Pinpoint \u622a\u56fe\u90a3\u6837\u672c\u5730\u65b9\u6cd5\u8c03\u7528\u7ea7\u522b\u7684\u8ffd\u8e2a\u8bca\u65ad\u662f\u505a\u4e0d\u5230\u7684\u3002<br>\u73b0\u5728\u5e02\u573a\u5360\u6709\u7387\u6700\u9ad8\u7684\u8fb9\u8f66\u4ee3\u7406<a href=\"https:\/\/www.envoyproxy.io\/\">Envoy<\/a>\u5c31\u63d0\u4f9b\u4e86\u76f8\u5bf9\u5b8c\u5584\u7684\u8ffd\u8e2a\u529f\u80fd\uff0c\u4f46\u6ca1\u6709\u63d0\u4f9b\u81ea\u5df1\u7684\u754c\u9762\u7aef\u548c\u5b58\u50a8\u7aef\uff0c\u6240\u4ee5 Envoy \u548c Sleuth \u4e00\u6837\u90fd\u5c5e\u4e8e\u72ed\u4e49\u7684\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u9700\u8981\u914d\u5408\u4e13\u95e8\u7684 UI \u4e0e\u5b58\u50a8\u6765\u4f7f\u7528\uff0c\u73b0\u5728 SkyWalking\u3001Zipkin\u3001<a href=\"https:\/\/www.jaegertracing.io\/\">Jaeger<\/a>\u3001<a href=\"https:\/\/lightstep.com\/products\/\">LightStep Tracing<\/a>\u7b49\u7cfb\u7edf\u90fd\u53ef\u4ee5\u63a5\u53d7\u6765\u81ea\u4e8e Envoy \u7684\u8ffd\u8e2a\u6570\u636e\uff0c\u5145\u5f53\u5b83\u7684\u754c\u9762\u7aef\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h2-u8FFDu8E2Au89C4u8303u5316\"><span class=\"ez-toc-section\" id=\"%E8%BF%BD%E8%B8%AA%E8%A7%84%E8%8C%83%E5%8C%96\"><\/span><a><\/a>\u8ffd\u8e2a\u89c4\u8303\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6bd4\u8d77\u65e5\u5fd7\u4e0e\u5ea6\u91cf\uff0c\u8ffd\u8e2a\u8fd9\u4e2a\u9886\u57df\u7684\u4ea7\u54c1\u7ade\u4e89\u8981\u76f8\u5bf9\u6fc0\u70c8\u5f97\u591a\u3002\u4e00\u65b9\u9762\uff0c\u76ee\u524d\u8fd8\u6ca1\u6709\u50cf\u65e5\u5fd7\u3001\u5ea6\u91cf\u90a3\u6837\u51fa\u73b0\u5177\u6709\u660e\u663e\u7edf\u6cbb\u529b\u7684\u4ea7\u54c1\uff0c\u4ecd\u5904\u4e8e\u7fa4\u96c4\u6df7\u6218\u7684\u72b6\u6001\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u51e0\u4e4e\u5e02\u9762\u4e0a\u6240\u6709\u7684\u8ffd\u8e2a\u7cfb\u7edf\u90fd\u662f\u4ee5 Dapper \u7684\u8bba\u6587\u4e3a\u539f\u578b\u53d1\u5c55\u51fa\u6765\u7684\uff0c\u57fa\u672c\u4e0a\u90fd\u7b97\u662f\u540c\u95e8\u5e08\u5144\u5f1f\uff0c\u529f\u80fd\u4e0a\u5e76\u6ca1\u6709\u592a\u672c\u8d28\u7684\u5dee\u8ddd\uff0c\u5374\u53c8\u53d7\u5236\u4e8e\u5b9e\u73b0\u7ec6\u8282\uff0c\u5f7c\u6b64\u4e92\u65a5\uff0c\u5f88\u96be\u642d\u914d\u5de5\u4f5c\u3002\u8fd9\u79cd\u5c40\u9762\u53ea\u80fd\u602a\u5f53\u521d Google \u53d1\u8868\u7684 Dapper \u53ea\u662f\u8bba\u6587\u800c\u4e0d\u662f\u6709\u7ea6\u675f\u529b\u7684\u89c4\u8303\u6807\u51c6\uff0c\u53ea\u63d0\u4f9b\u4e86\u601d\u8def\uff0c\u5e76\u6ca1\u6709\u89c4\u5b9a\u7ec6\u8282\uff0c\u8b6c\u5982\u8be5\u600e\u6837\u8fdb\u884c\u57cb\u70b9\u3001Span \u4e0a\u4e0b\u6587\u5177\u4f53\u8be5\u6709\u4ec0\u4e48\u6570\u636e\u7ed3\u6784\uff0c\u600e\u6837\u8bbe\u8ba1\u8ffd\u8e2a\u7cfb\u7edf\u4e0e\u63a2\u9488\u6216\u8005\u754c\u9762\u7aef\u7684 API \u63a5\u53e3\uff0c\u7b49\u7b49\uff0c\u90fd\u6ca1\u6709\u6743\u5a01\u7684\u89c4\u5b9a\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u63a8\u8fdb\u8ffd\u8e2a\u9886\u57df\u7684\u4ea7\u54c1\u7684\u6807\u51c6\u5316\uff0c2016 \u5e74 11 \u6708\uff0cCNCF \u6280\u672f\u59d4\u5458\u4f1a\u63a5\u53d7\u4e86 OpenTracing \u4f5c\u4e3a\u57fa\u91d1\u4f1a\u7b2c\u4e09\u4e2a\u9879\u76ee\u3002OpenTracing \u662f\u4e00\u5957\u4e0e\u5e73\u53f0\u65e0\u5173\u3001\u4e0e\u5382\u5546\u65e0\u5173\u3001\u4e0e\u8bed\u8a00\u65e0\u5173\u7684\u8ffd\u8e2a\u534f\u8bae\u89c4\u8303\uff0c\u53ea\u8981\u9075\u5faa OpenTracing \u89c4\u8303\uff0c\u4efb\u4f55\u516c\u53f8\u7684\u8ffd\u8e2a\u63a2\u9488\u3001\u5b58\u50a8\u3001\u754c\u9762\u90fd\u53ef\u4ee5\u968f\u65f6\u5207\u6362\uff0c\u4e5f\u53ef\u4ee5\u76f8\u4e92\u642d\u914d\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u64cd\u4f5c\u5c42\u9762\uff0cOpenTracing \u53ea\u662f\u5236\u5b9a\u4e86\u4e00\u4e2a\u5f88\u8584\u7684\u6807\u51c6\u5316\u5c42\uff0c\u4f4d\u4e8e\u5e94\u7528\u7a0b\u5e8f\u4e0e\u8ffd\u8e2a\u7cfb\u7edf\u4e4b\u95f4\uff0c\u8fd9\u6837\u63a2\u9488\u4e0e\u8ffd\u8e2a\u7cfb\u7edf\u5c31\u53ef\u4ee5\u4e0d\u662f\u540c\u4e00\u4e2a\u5382\u5546\u7684\u4ea7\u54c1\uff0c\u53ea\u8981\u5b83\u4eec\u90fd\u652f\u6301 OpenTracing \u534f\u8bae\u5373\u53ef\u4e92\u76f8\u901a\u8baf\u3002\u6b64\u5916\uff0cOpenTracing \u8fd8\u89c4\u5b9a\u4e86\u5fae\u670d\u52a1\u4e4b\u95f4\u53d1\u751f\u8c03\u7528\u65f6\uff0c\u5e94\u8be5\u5982\u4f55\u4f20\u9012 Span \u4fe1\u606f\uff08OpenTracing Payload\uff09\uff0c\u4ee5\u4e0a\u8fd9\u4e9b\u90fd\u5982\u56fe 10-7 \u7eff\u8272\u90e8\u5206\u6240\u793a\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" src=\"https:\/\/static.sitestack.cn\/projects\/fenixsoft-awesome-fenix\/241693882e2274d4447423192ef0ba7c.png\" alt=\"\u94fe\u8def\u8ffd\u8e2a - \u56fe13\">&nbsp;\u56fe 10-7 \u7b26\u5408 OpenTracing \u7684\u8f6f\u4ef6\u67b6\u6784\uff08<a href=\"https:\/\/medium.com\/opentracing\/towards-turnkey-distributed-tracing-5f4297d1736\">\u56fe\u7247\u6765\u6e90<\/a>\uff09<\/p>\n\n\n\n<p>OpenTracing \u89c4\u8303\u516c\u5e03\u540e\uff0c\u51e0\u4e4e\u6240\u6709\u4e1a\u754c\u6709\u540d\u7684\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u8b6c\u5982 Zipkin\u3001Jaeger\u3001SkyWalking \u7b49\u90fd\u5f88\u5feb\u5ba3\u5e03\u652f\u6301 OpenTracing\uff0c\u4f46\u8c01\u4e5f\u6ca1\u60f3\u5230\u7684\u662f\uff0cGoogle \u81ea\u5df1\u5374\u5728\u6b64\u65f6\u51fa\u6765\u8868\u793a\u53cd\u5bf9\uff0c\u5e76\u63d0\u51fa\u4e86\u4e0e OpenTracing \u76ee\u6807\u7c7b\u4f3c\u7684 OpenCensus \u89c4\u8303\uff0c\u968f\u540e\u53c8\u5f97\u5230\u4e86\u5de8\u5934 Microsoft \u7684\u652f\u6301\u548c\u53c2\u4e0e\u3002OpenCensus \u4e0d\u4ec5\u6d89\u53ca\u8ffd\u8e2a\uff0c\u8fd8\u628a\u6307\u6807\u5ea6\u91cf\u4e5f\u7eb3\u5165\u8fdb\u6765\uff1b\u5185\u5bb9\u4e0a\u4e0d\u4ec5\u6d89\u53ca\u89c4\u8303\u5236\u5b9a\uff0c\u8fd8\u628a\u6570\u636e\u91c7\u96c6\u7684\u63a2\u9488\u548c\u6536\u96c6\u5668\u90fd\u4e00\u8d77\u4ee5 SDK\uff08\u76ee\u524d\u652f\u6301\u4e94\u79cd\u8bed\u8a00\uff09\u7684\u5f62\u5f0f\u63d0\u4f9b\u51fa\u6765\u3002<\/p>\n\n\n\n<p>OpenTracing \u548c OpenCensus \u8fc5\u901f\u5f62\u6210\u4e86\u53ef\u89c2\u6d4b\u6027\u7684\u4e24\u5927\u9635\u8425\uff0c\u4e00\u8fb9\u662f\u5728\u8fd9\u65b9\u9762\u6df1\u8015\u591a\u5e74\u7684\u4f17\u591a\u8001\u724c APM \u7cfb\u7edf\u5382\u5546\uff0c\u53e6\u4e00\u8fb9\u662f\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6982\u5ff5\u7684\u63d0\u51fa\u8005 Google\uff0c\u4ee5\u53ca\u4e0e Google \u540c\u6837\u5e9e\u5927\u7684 Microsoft\u3002\u5bf9\u8ffd\u8e2a\u7cfb\u7edf\u7684\u89c4\u8303\u5316\u5de5\u4f5c\uff0c\u5e76\u6ca1\u6709\u5e73\u606f\u5382\u5546\u7ade\u4e89\u7684\u6df7\u4e71\uff0c\u53cd\u5012\u662f\u628a\u6c34\u6405\u5f97\u66f4\u52a0\u6d51\u4e86\u3002<\/p>\n\n\n\n<p>\u6b63\u5f53\u7fa4\u4f17\u4eec\u4e70\u597d\u897f\u74dc\u642c\u597d\u677f\u51f3\u7684\u65f6\u5019\uff0c2019 \u5e74\uff0cOpenTracing \u548c OpenCensus \u53c8\u5ffd\u7136\u5ba3\u5e03\u63e1\u624b\u8a00\u548c\uff0c\u5b83\u4eec\u5171\u540c\u53d1\u5e03\u4e86\u53ef\u89c2\u6d4b\u6027\u7684\u7ec8\u6781\u89e3\u51b3\u65b9\u6848<a href=\"https:\/\/opentelemetry.io\/\">OpenTelemetry<\/a>\uff0c\u5e76\u5ba3\u5e03\u4f1a\u5404\u81ea\u51bb\u7ed3 OpenTracing \u548c OpenCensus \u7684\u53d1\u5c55\u3002OpenTelemetry \u91ce\u5fc3\u9887\u5927\uff0c\u4e0d\u4ec5\u5305\u62ec\u8ffd\u8e2a\u89c4\u8303\uff0c\u8fd8\u5305\u62ec\u65e5\u5fd7\u548c\u5ea6\u91cf\u65b9\u9762\u7684\u89c4\u8303\u3001\u5404\u79cd\u8bed\u8a00\u7684 SDK\u3001\u4ee5\u53ca\u91c7\u96c6\u7cfb\u7edf\u7684\u53c2\u8003\u5b9e\u73b0\uff0c\u5b83\u8ddd\u79bb\u4e00\u4e2a\u5b8c\u6574\u7684\u8ffd\u8e2a\u4e0e\u5ea6\u91cf\u7cfb\u7edf\uff0c\u4ec5\u4ec5\u662f\u7f3a\u4e86\u754c\u9762\u7aef\u548c\u6307\u6807\u9884\u8b66\u8fd9\u4e9b\u4f1a\u4e0e\u7528\u6237\u76f4\u63a5\u63a5\u89e6\u7684\u540e\u7aef\u529f\u80fd\uff0cOpenTelemetry \u5c06\u5b83\u4eec\u7559\u7ed9\u5177\u4f53\u4ea7\u54c1\u53bb\u5b9e\u73b0\uff0c\u52c9\u5f3a\u7b97\u662f\u6ca1\u6709\u5bf9\u4e00\u4f17 APM \u5382\u5546\u8d76\u5c3d\u6740\u7edd\uff0c\u7559\u4e86\u4e00\u6761\u6d3b\u8def\u3002<\/p>\n\n\n\n<p>OpenTelemetry \u4e00\u8bde\u751f\u5c31\u5e26\u7740\u65e0\u6bd4\u70ab\u76ee\u7684\u5149\u73af\uff0c\u76f4\u63a5\u8fdb\u5165 CNCF \u7684\u5b75\u5316\u9879\u76ee\uff0c\u5b83\u7684\u76ee\u6807\u662f\u7edf\u4e00\u8ffd\u8e2a\u3001\u5ea6\u91cf\u548c\u65e5\u5fd7\u4e09\u5927\u9886\u57df\uff08\u76ee\u524d\u4e3b\u8981\u5173\u6ce8\u7684\u662f\u8ffd\u8e2a\u548c\u5ea6\u91cf\uff0c\u65e5\u5fd7\u65b9\u9762\uff0c\u5b98\u65b9\u8868\u793a\u5c06\u653e\u5230\u4e0b\u4e00\u9636\u6bb5\u518d\u53bb\u5904\u7406\uff09\u3002\u4e0d\u8fc7\uff0cOpenTelemetry \u6bd5\u7adf\u662f 2019 \u5e74\u624d\u51fa\u73b0\u7684\u65b0\u751f\u4e8b\u7269\uff0c\u5c3d\u7ba1\u80cc\u666f\u6e0a\u6e90\u6df1\u539a\uff0c\u524d\u9014\u5149\u660e\uff0c\u4f46\u672a\u6765\u7a76\u7adf\u5982\u4f55\u53d1\u5c55\uff0c\u80fd\u5426\u6253\u8d25\u73b0\u5728\u5df2\u7ecf\u6709\u7684\u4f17\u591a\u6210\u719f\u7cfb\u7edf\uff0c\u76ee\u524d\u4ecd\u7136\u8a00\u4e4b\u5c1a\u65e9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u867d\u7136 2010 \u5e74\u4e4b\u524d\u5c31\u5df2\u7ecf\u6709\u4e86 X-Trace\u3001Magpie \u7b49\u8de8\u670d\u52a1\u7684\u8ffd\u8e2a\u7cfb\u7edf\u4e86\uff0c\u4f46\u73b0\u4ee3\u5206\u5e03\u5f0f\u94fe&hellip; <a href=\"http:\/\/viplao.com\/index.php\/2024\/09\/21\/%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%ef%bc%88observability%ef%bc%89-%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa\/\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">\u53ef\u89c2\u6d4b\u6027\uff08Observability\uff09 &#8211; \u94fe\u8def\u8ffd\u8e2a<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[35],"views":1224,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2605"}],"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=2605"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2605\/revisions"}],"predecessor-version":[{"id":2606,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/2605\/revisions\/2606"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=2605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=2605"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=2605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}