{"id":34084,"date":"2025-03-10T16:37:46","date_gmt":"2025-03-10T08:37:46","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34084"},"modified":"2025-03-10T16:37:46","modified_gmt":"2025-03-10T08:37:46","slug":"skywalking-%e5%a6%82%e4%bd%95%e7%9b%91%e6%8e%a7%e6%95%b0%e6%8d%ae%e5%ba%93%e6%80%a7%e8%83%bd%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34084.html","title":{"rendered":"SkyWalking \u5982\u4f55\u76d1\u63a7\u6570\u636e\u5e93\u6027\u80fd\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/3UeArvSB.jpg\" alt=\"SkyWalking \u5982\u4f55\u76d1\u63a7\u6570\u636e\u5e93\u6027\u80fd\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u6570\u636e\u5e93\u4f5c\u4e3a\u4f01\u4e1a\u6838\u5fc3\u6570\u636e\u7684\u5b58\u50a8\u4e0e\u5904\u7406\u4e2d\u67a2\uff0c\u5176\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u4e1a\u52a1\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002\u4e00\u6b21\u7f13\u6162\u7684SQL\u67e5\u8be2\u3001\u4e00\u6b21\u672a\u4f18\u5316\u7684\u8fde\u63a5\u6c60\u914d\u7f6e\uff0c\u751a\u81f3\u4e00\u6b21\u7a81\u53d1\u7684\u9501\u7ade\u4e89\uff0c\u90fd\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff0c\u5bfc\u81f4\u670d\u52a1\u4e2d\u65ad\u6216\u6536\u5165\u635f\u5931\u3002\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u5e76\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff1f\u5f00\u6e90APM\uff08<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09\u5de5\u5177<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\u51ed\u501f\u5176<strong>\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a<\/strong>\u548c<strong>\u591a\u7ef4\u6307\u6807\u5206\u6790\u80fd\u529b<\/strong>\uff0c\u6210\u4e3a\u6570\u636e\u5e93\u6027\u80fd\u76d1\u63a7\u9886\u57df\u7684\u5229\u5668\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u539f\u7406\u3001\u843d\u5730\u5b9e\u8df5\u3001\u573a\u666f\u6848\u4f8b\u4e09\u5927\u7ef4\u5ea6\uff0c\u89e3\u6790<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u5982\u4f55\u4e3a\u6570\u636e\u5e93\u6027\u80fd\u4fdd\u9a7e\u62a4\u822a\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-skywalking\u7684\u6838\u5fc3\u80fd\u529b-\u4ece\u94fe\u8def\u5230\u6307\u6807\u7684\u7acb\u4f53\u76d1\u63a7\"><strong>\u4e00\u3001SkyWalking\u7684\u6838\u5fc3\u80fd\u529b\uff1a\u4ece\u94fe\u8def\u5230\u6307\u6807\u7684\u7acb\u4f53\u76d1\u63a7<\/strong><\/h3>\n<p>\u4f5c\u4e3a\u4e00\u6b3e\u9762\u5411\u4e91\u539f\u751f\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u89c2\u6d4b\u6027\u5e73\u53f0\uff0cSkyWalking\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e<strong>\u5c06\u5e94\u7528\u4ee3\u7801\u3001\u4e2d\u95f4\u4ef6\u3001\u6570\u636e\u5e93\u7684\u8c03\u7528\u5173\u7cfb\u4e0e\u6027\u80fd\u6307\u6807\u4e32\u8054<\/strong>\u3002\u4e0e\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4ec5\u5173\u6ce8\u6570\u636e\u5e93CPU\u3001\u5185\u5b58\u7b49\u57fa\u7840\u6307\u6807\u4e0d\u540c\uff0cSkyWalking\u901a\u8fc7\u4ee5\u4e0b\u673a\u5236\u5b9e\u73b0\u6df1\u5ea6\u76d1\u63a7\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a<\/strong><br \/>\nSkyWalking\u901a\u8fc7\u63a2\u9488\uff08Agent\uff09\u81ea\u52a8\u6355\u83b7\u5e94\u7528\u7a0b\u5e8f\u4e0e\u6570\u636e\u5e93\u7684\u4ea4\u4e92\u94fe\u8def\uff0c\u8bb0\u5f55\u6bcf\u4e00\u6b21SQL\u6267\u884c\u7684<strong>\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u72b6\u6001\u3001\u8c03\u7528\u5806\u6808<\/strong>\u3002\u4f8b\u5982\uff0c\u5f53Java\u5e94\u7528\u901a\u8fc7JDBC\u6267\u884c\u67e5\u8be2\u65f6\uff0c\u63a2\u9488\u4f1a\u6807\u8bb0\u4e8b\u52a1ID\uff0c\u5e76\u5c06\u6570\u636e\u4e0a\u62a5\u81f3SkyWalking\u670d\u52a1\u7aef\uff0c\u5f62\u6210\u7aef\u5230\u7aef\u7684\u8c03\u7528\u62d3\u6251\u56fe\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u5e93\u6027\u80fd\u6307\u6807\u91c7\u96c6<\/strong><br \/>\n\u9664\u4e86\u94fe\u8def\u6570\u636e\uff0cSkyWalking\u652f\u6301\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> Exporter<\/strong>\u6216<strong>OpenTelemetry<\/strong>\u534f\u8bae\uff0c\u96c6\u6210\u6570\u636e\u5e93\u81ea\u8eab\u7684\u76d1\u63a7\u6307\u6807\u3002\u4f8b\u5982\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>MySQL<\/strong>\uff1a\u6d3b\u8dc3\u8fde\u63a5\u6570\u3001\u6162\u67e5\u8be2\u6570\u91cf\u3001InnoDB\u7f13\u51b2\u6c60\u547d\u4e2d\u7387\n<\/li>\n<li><strong>PostgreSQL<\/strong>\uff1a\u9501\u7b49\u5f85\u65f6\u95f4\u3001\u7d22\u5f15\u626b\u63cf\u6bd4\u4f8b\u3001\u4e8b\u52a1\u63d0\u4ea4\u5ef6\u8fdf\n<\/li>\n<li><strong>Redis<\/strong>\uff1a\u5185\u5b58\u788e\u7247\u7387\u3001\u547d\u4e2d\u7387\u3001\u547d\u4ee4\u6267\u884c\u8017\u65f6\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd\u5206\u6790\u4e0e\u544a\u8b66<\/strong><br \/>\nSkyWalking\u5185\u7f6e\u7684<strong>OAL\uff08Observability Analysis Language\uff09<\/strong>\u5f15\u64ce\uff0c\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u590d\u6742\u544a\u8b66\u89c4\u5219\u3002\u4f8b\u5982\uff1a\n<\/li>\n<\/ol>\n<pre><code class=\"language-sql\">\/\/ \u68c0\u6d4b\u6301\u7eed10\u5206\u949f\u6162\u67e5\u8be2\u6bd4\u4f8b\u8d85\u8fc75%  \r\nslow_sql_rate = from(DB.SlowSql).percent(status == true)  \r\nslow_sql_rate &gt; 5 &amp;&amp; all(slow_sql_rate, 10m)  \r\n<\/code><\/pre>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u6218-\u4e09\u6b65\u6784\u5efa\u6570\u636e\u5e93\u6027\u80fd\u76d1\u63a7\u4f53\u7cfb\"><strong>\u4e8c\u3001\u5b9e\u6218\uff1a\u4e09\u6b65\u6784\u5efa\u6570\u636e\u5e93\u6027\u80fd\u76d1\u63a7\u4f53\u7cfb<\/strong><\/h3>\n<h4 id=\"\u6b65\u9aa41-\u90e8\u7f72\u63a2\u9488\u4e0e\u6570\u636e\u6536\u96c6\"><strong>\u6b65\u9aa41\uff1a\u90e8\u7f72\u63a2\u9488\u4e0e\u6570\u636e\u6536\u96c6<\/strong><\/h4>\n<p>SkyWalking\u7684<strong>\u4f4e\u4fb5\u5165\u6027<\/strong>\u662f\u5176\u6700\u5927\u4f18\u52bf\u4e4b\u4e00\u3002\u4ee5\u76d1\u63a7MySQL\u4e3a\u4f8b\uff1a<\/p>\n<ol>\n<li><strong>\u5e94\u7528\u4fa7<\/strong>\uff1a\u5728Java\u5e94\u7528\u7684\u542f\u52a8\u53c2\u6570\u4e2d\u6dfb\u52a0SkyWalking Agent\uff0c\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u5373\u53ef\u81ea\u52a8\u6355\u83b7JDBC\u8c03\u7528\u3002\n<\/li>\n<\/ol>\n<pre><code class=\"language-bash\">-javaagent:\/path\/skywalking-agent.jar  \r\n-DSW_AGENT_NAME=order-service  \r\n<\/code><\/pre>\n<ol>\n<li><strong>\u6570\u636e\u5e93\u4fa7<\/strong>\uff1a\u542f\u7528MySQL\u7684\u6162\u67e5\u8be2\u65e5\u5fd7\uff0c\u5e76\u901a\u8fc7Filebeat\u5c06\u65e5\u5fd7\u4f20\u8f93\u81f3SkyWalking\u5206\u6790\u6a21\u5757\u3002\n<\/li>\n<\/ol>\n<h4 id=\"\u6b65\u9aa42-\u914d\u7f6e\u6307\u6807\u4e0e\u544a\u8b66\u89c4\u5219\"><strong>\u6b65\u9aa42\uff1a\u914d\u7f6e\u6307\u6807\u4e0e\u544a\u8b66\u89c4\u5219<\/strong><\/h4>\n<p>\u5728SkyWalking UI\u4e2d\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u754c\u9762\u5b9a\u4e49\u5173\u952e\u6307\u6807\u9608\u503c\uff1a<\/p>\n<ul>\n<li><strong>\u9ec4\u91d1\u6307\u6807<\/strong>\uff1a\u541e\u5410\u91cf\uff08QPS\uff09\u3001\u54cd\u5e94\u65f6\u95f4\uff08P99\uff09\u3001\u9519\u8bef\u7387\n<\/li>\n<li><strong>\u6df1\u5ea6\u6307\u6807<\/strong>\uff1a\u8fde\u63a5\u6c60\u7b49\u5f85\u65f6\u95f4\u3001\u7d22\u5f15\u5931\u6548\u6b21\u6570\u3001\u4e34\u65f6\u8868\u521b\u5efa\u9891\u7387\n<\/li>\n<\/ul>\n<p>\u9488\u5bf9\u8fde\u63a5\u6c60\u74f6\u9888\u95ee\u9898\uff0c\u53ef\u8bbe\u7f6e\u89c4\u5219\uff1a<\/p>\n<blockquote>\n<p><em>\u5f53\u8fde\u63a5\u6c60\u6d3b\u8dc3\u7ebf\u7a0b\u6570\u8fbe\u5230\u6700\u5927\u503c\u768480%\u6301\u7eed3\u5206\u949f\uff0c\u89e6\u53d1\u544a\u8b66\u5e76\u5173\u8054\u76f8\u5173\u6162SQL\u65e5\u5fd7\u3002<\/em><\/p>\n<\/blockquote>\n<h4 id=\"\u6b65\u9aa43-\u94fe\u8def\u4e0e\u6307\u6807\u5173\u8054\u5206\u6790\"><strong>\u6b65\u9aa43\uff1a\u94fe\u8def\u4e0e\u6307\u6807\u5173\u8054\u5206\u6790<\/strong><\/h4>\n<p>\u5047\u8bbe\u67d0\u7535\u5546\u7cfb\u7edf\u51fa\u73b0\u8ba2\u5355\u63d0\u4ea4\u5ef6\u8fdf\uff0c\u901a\u8fc7SkyWalking\u53ef\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\uff1a<\/p>\n<ol>\n<li>\u5728\u62d3\u6251\u56fe\u4e2d\u53d1\u73b0<strong>\u6570\u636e\u5e93\u8282\u70b9\u663e\u793a\u7ea2\u8272\u544a\u8b66<\/strong>\uff0c\u70b9\u51fb\u8fdb\u5165\u8be6\u60c5\u9875\u3002\n<\/li>\n<li>\u67e5\u770b<strong>\u6162SQL\u5217\u8868<\/strong>\uff0c\u53d1\u73b0\u4e00\u6761\u6d89\u53ca\u591a\u8868\u5173\u8054\u7684\u67e5\u8be2\u5e73\u5747\u8017\u65f62\u79d2\u3002\n<\/li>\n<li>\u7ed3\u5408<strong>\u706b\u7130\u56fe<\/strong>\u5206\u6790\uff0c\u786e\u8ba4\u8be5SQL\u672a\u4f7f\u7528\u7d22\u5f15\uff0c\u5bfc\u81f4\u5168\u8868\u626b\u63cf\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u573a\u666f\u6848\u4f8b-skywalking\u89e3\u51b3\u6570\u636e\u5e93\u6027\u80fd\u74f6\u9888\"><strong>\u4e09\u3001\u573a\u666f\u6848\u4f8b\uff1aSkyWalking\u89e3\u51b3\u6570\u636e\u5e93\u6027\u80fd\u74f6\u9888<\/strong><\/h3>\n<h4 id=\"\u6848\u4f8b1-\u6162\u67e5\u8be2\u5bfc\u81f4\u670d\u52a1\u96ea\u5d29\"><strong>\u6848\u4f8b1\uff1a\u6162\u67e5\u8be2\u5bfc\u81f4\u670d\u52a1\u96ea\u5d29<\/strong><\/h4>\n<p>\u67d0\u91d1\u878d\u7cfb\u7edf\u5728\u4fc3\u9500\u6d3b\u52a8\u4e2d\uff0c\u7a81\u53d1\u5927\u91cf\u8d85\u65f6\u544a\u8b66\u3002\u901a\u8fc7SkyWalking\u5206\u6790\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a<\/strong>\u663e\u793a80%\u7684\u8bf7\u6c42\u5361\u5728\u4e00\u6761<code>SELECT ... WHERE status=0<\/code>\u7684SQL\u4e0a\u3002\n<\/li>\n<li><strong>\u6307\u6807\u9762\u677f<\/strong>\u663e\u793a\u8be5SQL\u626b\u63cf\u884c\u6570\u8d85\u8fc7100\u4e07\uff0c\u4e14\u7d22\u5f15\u7f3a\u5931\u3002<br \/>\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u4e3a\u8be5\u5b57\u6bb5\u6dfb\u52a0\u7ec4\u5408\u7d22\u5f15\uff0c\u54cd\u5e94\u65f6\u95f4\u4ece3\u79d2\u964d\u81f350\u6beb\u79d2\u3002\n<\/li>\n<\/ul>\n<h4 id=\"\u6848\u4f8b2-\u8fde\u63a5\u6c60\u914d\u7f6e\u4e0d\u5f53\u5f15\u53d1\u6027\u80fd\u6296\u52a8\"><strong>\u6848\u4f8b2\uff1a\u8fde\u63a5\u6c60\u914d\u7f6e\u4e0d\u5f53\u5f15\u53d1\u6027\u80fd\u6296\u52a8<\/strong><\/h4>\n<p>\u4e00\u4e2a\u5fae\u670d\u52a1\u67b6\u6784\u7684\u7269\u6d41\u7cfb\u7edf\uff0c\u591c\u95f4\u6279\u91cf\u4efb\u52a1\u9891\u7e41\u5931\u8d25\u3002SkyWalking\u663e\u793a\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u6d3b\u8dc3\u6570<\/strong>\u5728\u4efb\u52a1\u6267\u884c\u671f\u95f4\u6301\u7eed\u8fbe\u5230\u6700\u5927\u503c\uff0850\uff09\u3002\n<\/li>\n<li><strong>\u7ebf\u7a0b\u5806\u6808<\/strong>\u5206\u6790\u663e\u793a\uff0c\u90e8\u5206\u7ebf\u7a0b\u56e0\u7b49\u5f85\u8fde\u63a5\u8d85\u65f6\u800c\u88ab\u4e2d\u65ad\u3002<br \/>\n<strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u8c03\u6574\u8fde\u63a5\u6c60\u53c2\u6570\uff08\u6700\u5927\u8fde\u63a5\u6570\u63d0\u5347\u81f3100\uff09\uff0c\u5e76\u4f18\u5316SQL\u6279\u91cf\u63d2\u5165\u903b\u8f91\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 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[&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":34085,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-34084","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34084","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=34084"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34084\/revisions"}],"predecessor-version":[{"id":34086,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34084\/revisions\/34086"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/34085"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=34084"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=34084"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=34084"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}