{"id":33094,"date":"2025-03-04T11:30:44","date_gmt":"2025-03-04T03:30:44","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33094"},"modified":"2025-03-04T11:30:44","modified_gmt":"2025-03-04T03:30:44","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87skywalking%e8%bf%9b%e8%a1%8cdubbo%e6%9c%8d%e5%8a%a1%e7%9a%84%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33094.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7SkyWalking\u8fdb\u884cDubbo\u670d\u52a1\u7684\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/Oz6kx0xky.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7SkyWalking\u8fdb\u884cDubbo\u670d\u52a1\u7684\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u9010\u6e10\u6210\u4e3a\u4e3b\u6d41\u7684\u4eca\u5929\uff0c\u5fae\u670d\u52a1\u95f4\u7684\u8c03\u7528\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u800c\u4efb\u4f55\u4e00\u4e2a\u73af\u8282\u7684\u5ef6\u8fdf\u6216\u9519\u8bef\u90fd\u53ef\u80fd\u5bfc\u81f4\u6574\u4f53\u7cfb\u7edf\u6027\u80fd\u4e0b\u964d\u3002<strong>Dubbo<\/strong>\u4f5c\u4e3a\u56fd\u5185\u5e7f\u6cdb\u4f7f\u7528\u7684RPC\u6846\u67b6\uff0c\u627f\u8f7d\u7740\u5927\u91cf\u4f01\u4e1a\u7684\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\uff0c\u4f46\u5982\u4f55\u7cbe\u51c6\u6355\u6349\u5176<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u8def\u7684\u5065\u5eb7\u72b6\u6001\uff0c\u6210\u4e3a\u5f00\u53d1\u8005\u4e9f\u5f85\u89e3\u51b3\u7684\u96be\u9898\u3002<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u5e94\u7528\u6027\u80fd\u76d1\u63a7\u5de5\u5177\uff0c\u901a\u8fc7\u65e0\u4fb5\u5165\u5f0f\u7684\u63a2\u9488\u6280\u672f\uff0c\u4e3aDubbo\u670d\u52a1\u7684\u53ef\u89c2\u6d4b\u6027\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u2014\u2014\u5b83\u4e0d\u4ec5\u80fd\u7ed8\u5236\u5b8c\u6574\u7684\u8c03\u7528\u62d3\u6251\u56fe\uff0c\u8fd8\u80fd\u6df1\u5165\u8ffd\u8e2a\u6bcf\u4e00\u6b21\u8de8\u670d\u52a1\u8bf7\u6c42\u7684\u201c\u751f\u547d\u8f68\u8ff9\u201d\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-skywalking\u4e0edubbo\u7684\u534f\u540c\u4ef7\u503c\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u4e0eDubbo\u7684\u534f\u540c\u4ef7\u503c<\/h3>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c<strong>Dubbo<\/strong>\u901a\u8fc7\u9ad8\u6548\u7684\u8fdc\u7a0b\u901a\u4fe1\u673a\u5236\u5b9e\u73b0\u670d\u52a1\u89e3\u8026\uff0c\u4f46\u4f20\u7edf\u65e5\u5fd7\u6392\u67e5\u65b9\u5f0f\u96be\u4ee5\u5e94\u5bf9\u9ad8\u9891\u3001\u591a\u5c42\u7684\u670d\u52a1\u8c03\u7528\u573a\u666f\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u6b21\u8ba2\u5355\u652f\u4ed8\u8d85\u65f6\uff0c\u5f00\u53d1\u56e2\u961f\u9700\u8981\u624b\u52a8\u4e32\u8054\u7f51\u5173\u3001\u7528\u6237\u670d\u52a1\u3001\u5e93\u5b58\u670d\u52a1\u3001\u652f\u4ed8\u670d\u52a1\u7684\u65e5\u5fd7\uff0c\u8017\u65f6\u4e14\u6613\u9057\u6f0f\u5173\u952e\u8282\u70b9\u3002\u800c<strong>SkyWalking<\/strong>\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u80fd\u529b\uff0c\u80fd\u81ea\u52a8\u5c06Dubbo\u63a5\u53e3\u7684\u8c03\u7528\u8def\u5f84\u3001\u8017\u65f6\u3001\u5f02\u5e38\u4fe1\u606f\u805a\u5408\u4e3a\u53ef\u89c6\u5316\u94fe\u8def\uff0c\u751a\u81f3\u7ed3\u5408<strong><em>\u7ebf\u7a0b\u5806\u6808\u5206\u6790<\/em><\/strong>\u5b9a\u4f4d\u5230\u4ee3\u7801\u5c42\u9762\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<p>SkyWalking\u7684<strong>\u670d\u52a1\u62d3\u6251\u56fe<\/strong>\u529f\u80fd\u53ef\u76f4\u89c2\u5c55\u793aDubbo\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u5f53\u67d0\u4e2a\u63d0\u4f9b\u8005\u8282\u70b9\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u62d3\u6251\u56fe\u4e2d\u7684\u7ea2\u8272\u9884\u8b66\u6807\u8bc6\u4f1a\u76f4\u63a5\u6307\u5411\u95ee\u9898\u8282\u70b9\uff0c\u907f\u514d\u201c\u76f2\u4eba\u6478\u8c61\u201d\u5f0f\u7684\u6545\u969c\u6392\u67e5\u3002\u8fd9\u79cd\u5b9e\u65f6\u76d1\u63a7\u80fd\u529b\uff0c\u5c24\u5176\u9002\u5408\u5e94\u5bf9\u201c\u96ea\u5d29\u6548\u5e94\u201d\u7b49\u590d\u6742\u5206\u5e03\u5f0f\u95ee\u9898\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u96c6\u6210skywalking\u76d1\u63a7dubbo\u7684\u6838\u5fc3\u6b65\u9aa4\">\u4e8c\u3001\u96c6\u6210SkyWalking\u76d1\u63a7Dubbo\u7684\u6838\u5fc3\u6b65\u9aa4<\/h3>\n<h4 id=\"1-\u73af\u5883\u51c6\u5907\u4e0e\u63a2\u9488\u914d\u7f6e\">1. <strong>\u73af\u5883\u51c6\u5907\u4e0e\u63a2\u9488\u914d\u7f6e<\/strong><\/h4>\n<p>SkyWalking\u7684Java\u63a2\u9488\uff08Agent\uff09\u901a\u8fc7\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u5b9e\u73b0\u65e0\u4fb5\u5165\u76d1\u63a7\u3002\u90e8\u7f72\u65f6\u9700\u5728Dubbo\u5e94\u7528\u7684\u542f\u52a8\u547d\u4ee4\u4e2d\u6dfb\u52a0JVM\u53c2\u6570\uff1a<\/p>\n<pre><code class=\"language-bash\">-javaagent:\/path\/to\/skywalking-agent.jar -Dskywalking.agent.service_name=dubbo-provider  \r\n<\/code><\/pre>\n<p>\u5176\u4e2d<code>service_name<\/code>\u9700\u6309\u5b9e\u9645\u670d\u52a1\u89d2\u8272\u547d\u540d\uff08\u5982<code>dubbo-consumer<\/code>\u3001<code>dubbo-provider<\/code>\uff09\u3002\u63a2\u9488\u4f1a\u81ea\u52a8\u6355\u83b7Dubbo\u7684Filter\u5c42\u8c03\u7528\uff0c\u65e0\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801\u3002<\/p>\n<h4 id=\"2-\u63d2\u4ef6\u542f\u7528\u4e0e\u7248\u672c\u517c\u5bb9\u6027\">2. <strong>\u63d2\u4ef6\u542f\u7528\u4e0e\u7248\u672c\u517c\u5bb9\u6027<\/strong><\/h4>\n<p>SkyWalking\u9ed8\u8ba4\u5185\u7f6e<code>dubbo-plugin<\/code>\uff0c\u4f46\u9700\u786e\u8ba4Dubbo\u7248\u672c\u662f\u5426\u517c\u5bb9\uff1a<\/p>\n<ul>\n<li><strong>Dubbo 2.7.x\u53ca\u4ee5\u4e0a<\/strong>\uff1a\u76f4\u63a5\u542f\u7528\u63d2\u4ef6\uff0c\u652f\u6301<code>Apache Dubbo<\/code>\u4e0e<code>Alibaba Dubbo<\/code>\u4e24\u79cd\u5b9e\u73b0\uff1b\n<\/li>\n<li><strong>Dubbo 2.6.x\u53ca\u4ee5\u4e0b<\/strong>\uff1a\u9700\u5728<code>agent\/config\/agent.config<\/code>\u4e2d\u663e\u5f0f\u914d\u7f6e<code>plugin.dubbo.enable=true<\/code>\u3002\n<\/li>\n<\/ul>\n<p>\u82e5\u9047\u5230\u76d1\u63a7\u6570\u636e\u7f3a\u5931\uff0c\u53ef\u901a\u8fc7<strong><em>\u65e5\u5fd7\u7ea7\u522b\u8c03<\/em><\/strong>\u8bd5\uff08\u8bbe\u7f6e<code>logging.level.org.apache.skywalking=DEBUG<\/code>\uff09\u68c0\u67e5\u63d2\u4ef6\u52a0\u8f7d\u72b6\u6001\u3002<\/p>\n<h4 id=\"3-\u76d1\u63a7\u6307\u6807\u4e0e\u544a\u8b66\u89c4\u5219\u5b9a\u5236\">3. <strong>\u76d1\u63a7\u6307\u6807\u4e0e\u544a\u8b66\u89c4\u5219\u5b9a\u5236<\/strong><\/h4>\n<p>\u5728SkyWalking\u7684OAP\uff08Observability Analysis Platform\uff09\u754c\u9762\u4e2d\uff0c\u53ef\u9488\u5bf9Dubbo\u670d\u52a1\u5b9a\u5236\u76d1\u63a7\u770b\u677f\uff1a<\/p>\n<ul>\n<li><strong>\u5173\u952e\u6307\u6807<\/strong>\uff1a\u63a5\u53e3QPS\u3001\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\uff08RT\uff09\u3001\u9519\u8bef\u7387\uff1b\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u544a\u8b66<\/strong>\uff1a\u4f8b\u5982\u201c\u5f53\u67d0Dubbo\u63a5\u53e3\u9519\u8bef\u7387\u8d85\u8fc75%\u6301\u7eed3\u5206\u949f\u201d\u89e6\u53d1\u90ae\u4ef6\u901a\u77e5\u3002<br \/>\n\u901a\u8fc7<strong>Metrics<\/strong>\u529f\u80fd\uff0c\u8fd8\u80fd\u5c06Dubbo\u6027\u80fd\u6570\u636e\u5bf9\u63a5Prometheus\uff0c\u5b9e\u73b0\u591a\u7ef4\u5ea6\u76d1\u63a7\u878d\u5408\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u5b9e\u6218\u573a\u666f-\u4ece\u8c03\u7528\u94fe\u8def\u5230\u6027\u80fd\u4f18\u5316\">\u4e09\u3001\u5b9e\u6218\u573a\u666f\uff1a\u4ece\u8c03\u7528\u94fe\u8def\u5230\u6027\u80fd\u4f18\u5316<\/h3>\n<h4 id=\"\u6848\u4f8b1-\u6162\u8c03\u7528\u6839\u56e0\u5b9a\u4f4d\">\u6848\u4f8b1\uff1a\u6162\u8c03\u7528\u6839\u56e0\u5b9a\u4f4d<\/h4>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u7684\u201c\u5546\u54c1\u8be6\u60c5\u67e5\u8be2\u201d\u63a5\u53e3RT\u7a81\u7136\u4ece50ms\u98d9\u5347\u81f32s\u3002\u901a\u8fc7SkyWalking\u7684<strong><em>Trace\u67e5\u8be2<\/em><\/strong>\uff0c\u53d1\u73b0\u94fe\u8def\u4e2d\u4e00\u4e2aDubbo\u8c03\u7528\u8017\u65f6\u5360\u6bd4\u8fbe85%\u3002\u8fdb\u4e00\u6b65\u5c55\u5f00Span\u8be6\u60c5\uff0c\u663e\u793a\u8be5\u63d0\u4f9b\u8005\u8282\u70b9\u7684\u6570\u636e\u5e93\u67e5\u8be2\u5b58\u5728\u6162SQL\u3002\u56e2\u961f\u636e\u6b64\u4f18\u5316\u7d22\u5f15\u540e\uff0cRT\u56de\u843d\u81f3\u6b63\u5e38\u8303\u56f4\u3002<\/p>\n<h4 id=\"\u6848\u4f8b2-\u4f9d\u8d56\u5f02\u5e38\u81ea\u52a8\u53d1\u73b0\">\u6848\u4f8b2\uff1a\u4f9d\u8d56\u5f02\u5e38\u81ea\u52a8\u53d1\u73b0<\/h4>\n<p>\u7269\u6d41\u7cfb\u7edf\u7684\u201c\u8fd0\u5355\u72b6\u6001\u66f4\u65b0\u201d\u670d\u52a1\u9891\u7e41\u8d85\u65f6\u3002\u5728\u670d\u52a1\u62d3\u6251\u56fe\u4e2d\uff0c\u53d1\u73b0\u4e00\u4e2a\u8fb9\u7f18\u8282\u70b9\uff08\u975e\u6838\u5fc3\u670d\u52a1\uff09\u7684Dubbo\u8c03\u7528\u5931\u8d25\u7387\u9ad8\u8fbe90%\u3002\u7ecf\u6392\u67e5\uff0c\u8be5\u8282\u70b9\u56e0\u914d\u7f6e\u9519\u8bef\u5bfc\u81f4\u7ebf\u7a0b\u6c60\u8017\u5c3d\uff0c\u4fee\u590d\u540e\u7cfb\u7edf\u6062\u590d\u7a33\u5b9a\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u8fdb\u9636\u6280\u5de7-\u63d0\u5347\u76d1\u63a7\u9897\u7c92\u5ea6\">\u56db\u3001\u8fdb\u9636\u6280\u5de7\uff1a\u63d0\u5347\u76d1\u63a7\u9897\u7c92\u5ea6<\/h3>\n<ol>\n<li><strong>\u81ea\u5b9a\u4e49Tag\u589e\u5f3a\u4e0a\u4e0b\u6587<\/strong><br \/>\n\u5728Dubbo\u7684Filter\u5c42\u6ce8\u5165\u4e1a\u52a1\u6807\u7b7e\uff08\u5982\u7528\u6237ID\u3001\u8ba2\u5355\u7c7b\u578b\uff09\uff0c\u53ef\u5728SkyWalking\u4e2d\u6309\u6807\u7b7e\u7b5b\u9009\u94fe\u8def\uff1a\n<\/li>\n<\/ol>\n<pre><code class=\"language-java\">ContextManager.getGlobalTraceContext().setCorrelation(&quot;order_type&quot;, &quot;group_buy&quot;);  \r\n<\/code><\/pre>\n<ol>\n<li>\n<p><strong>\u91c7\u6837\u7b56\u7565\u4f18\u5316<\/strong><br \/>\n\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5168\u91cf\u91c7\u96c6\u53ef\u80fd\u5f71\u54cd\u6027\u80fd\u3002\u901a\u8fc7\u8c03\u6574<code>agent\/config\/agent.config<\/code>\u4e2d\u7684<strong><em>\u91c7\u6837\u7387<\/em><\/strong>\uff08\u5982<code>sample_rate=3000<\/code>\u8868\u793a\u6bcf3\u79d2\u91c7\u6837\u4e00\u6b21\uff09\uff0c\u5e73\u8861\u8d44\u6e90\u6d88\u8017\u4e0e\u6570\u636e\u5b8c\u6574\u6027\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e0e\u65e5\u5fd7\u7cfb\u7edf\u8054\u52a8<\/strong><br \/>\n\u5728SkyWalking\u7684Trace ID\u4e0eLogback\/SLF4J\u65e5\u5fd7\u6846\u67b6\u96c6\u6210\u540e\uff0c\u53ef\u901a\u8fc7<strong><em>\u65e5\u5fd7\u4e2d\u7684Trace ID<\/em><\/strong>\u53cd\u5411\u67e5\u8be2\u5b8c\u6574\u8c03\u7528\u94fe\u8def\uff0c\u5b9e\u73b0\u201c\u76d1\u63a7-\u65e5\u5fd7-\u4ee3\u7801\u201d\u7684\u4e09\u7ef4\u95ed\u73af\u6392\u67e5\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 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