{"id":34204,"date":"2025-03-10T16:52:29","date_gmt":"2025-03-10T08:52:29","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34204"},"modified":"2025-03-10T16:52:29","modified_gmt":"2025-03-10T08:52:29","slug":"%e5%85%a8%e9%93%be%e8%b7%af%e7%9b%91%e6%8e%a7%e5%9c%a8%e5%be%ae%e6%9c%8d%e5%8a%a1%e6%9e%b6%e6%9e%84%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34204.html","title":{"rendered":"\u5168\u94fe\u8def\u76d1\u63a7\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/DsSy3.jpg\" alt=\"\u5168\u94fe\u8def\u76d1\u63a7\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u4f5c\u7528\uff1f\" ><\/p>\n<\/p>\n<p>\u5f53\u7535\u5546\u5e73\u53f0\u906d\u9047&rdquo;\u53cc\u5341\u4e00&rdquo;\u6d41\u91cf\u6d2a\u5cf0\u65f6\uff0c\u6280\u672f\u4eba\u5458\u53d1\u73b0\u652f\u4ed8\u6210\u529f\u7387\u9aa4\u964d30%\u3002\u9762\u5bf9\u6570\u767e\u4e2a\u5fae\u670d\u52a1\u6a21\u5757\uff0c\u8fd0\u7ef4\u56e2\u961f\u72b9\u5982\u5728\u8ff7\u5bab\u4e2d\u6253\u8f6c\uff0c<strong>\u8c03\u7528\u94fe\u8def\u65ad\u88c2<\/strong>\u3001<strong>\u670d\u52a1\u96ea\u5d29\u98ce\u9669<\/strong>\u3001<strong>\u65e5\u5fd7\u788e\u7247\u5316<\/strong>\u7b49\u95ee\u9898\u540c\u65f6\u7206\u53d1\u3002\u8fd9\u4e2a\u771f\u5b9e\u6848\u4f8b\u63ed\u793a\u4e86\u5fae\u670d\u52a1\u67b6\u6784\u7684\u81f4\u547d\u5f31\u70b9\uff1a\u5f53\u5355\u4f53\u5e94\u7528\u62c6\u89e3\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c<strong>\u53ef\u89c2\u6d4b\u6027\u7f3a\u5931<\/strong>\u6b63\u5728\u6210\u4e3a\u5236\u7ea6\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u6700\u5927\u74f6\u9888\u3002\u8fd9\u6b63\u662f\u5168\u94fe\u8def\u76d1\u63a7\u6280\u672f\u5e94\u8fd0\u800c\u751f\u7684\u65f6\u4ee3\u80cc\u666f\u2014\u2014\u5b83\u5982\u540c\u4e3a\u5fae\u670d\u52a1\u4f53\u7cfb\u88c5\u4e0a&rdquo;X\u5149\u900f\u89c6\u4eea&rdquo;\uff0c\u8ba9\u539f\u672c\u4e0d\u53ef\u89c1\u7684\u670d\u52a1\u4ea4\u4e92\u663e\u5f71\u4e3a\u6e05\u6670\u7684\u6570\u5b57\u56fe\u8c31\u3002<\/p>\n<h3 id=\"\u4e00-\u5fae\u670d\u52a1\u67b6\u6784\u7684\u76d1\u63a7\u56f0\u5883\">\u4e00\u3001\u5fae\u670d\u52a1\u67b6\u6784\u7684\u76d1\u63a7\u56f0\u5883<\/h3>\n<p>\u5728\u5355\u4f53\u5e94\u7528\u65f6\u4ee3\uff0c\u6392\u67e5\u7cfb\u7edf\u6545\u969c\u5982\u540c\u68c0\u67e5\u5355\u4e00\u673a\u68b0\u90e8\u4ef6\u3002\u4f46\u5f53\u5e94\u7528\u62c6\u5206\u4e3a\u6570\u767e\u4e2a\u5fae\u670d\u52a1\uff0c\u6bcf\u4e2a\u670d\u52a1\u72ec\u7acb\u90e8\u7f72\u3001\u52a8\u6001\u6269\u5c55\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u7acb\u5373\u66b4\u9732\u51fa\u81f4\u547d\u7f3a\u9677\u3002\u8fd0\u7ef4\u56e2\u961f\u5e38\u5e38\u9762\u4e34<strong>\u8de8\u670d\u52a1\u8ffd\u8e2a\u65ad\u70b9<\/strong>\uff0c\u67d0\u4e2aAPI\u8bf7\u6c42\u53ef\u80fd\u7a7f\u8d8a6\u4e2a\u6570\u636e\u4e2d\u5fc3\u3001\u8c03\u752812\u4e2a\u670d\u52a1\u6a21\u5757\uff0c\u4f20\u7edf\u65e5\u5fd7\u7cfb\u7edf\u5374\u53ea\u80fd\u63d0\u4f9b\u788e\u7247\u5316\u4fe1\u606f\u3002<\/p>\n<p>\u66f4\u68d8\u624b\u7684\u662f<strong>\u670d\u52a1\u4f9d\u8d56\u9ed1\u6d1e<\/strong>\u3002\u67d0\u6b21\u8ba2\u5355\u670d\u52a1\u8d85\u65f6\uff0c\u6839\u6e90\u53ef\u80fd\u662f\u7528\u6237\u670d\u52a1\u7684\u7f13\u5b58\u5931\u6548\uff0c\u6216\u662f\u652f\u4ed8\u670d\u52a1\u7684\u7ebf\u7a0b\u963b\u585e\u3002\u6ca1\u6709\u5168\u5c40\u89c6\u89d2\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5c31\u50cf\u8ba9\u533b\u751f\u901a\u8fc7\u5c40\u90e8CT\u7247\u8bca\u65ad\u5168\u8eab\u75be\u75c5\u3002Gartner\u7814\u7a76\u62a5\u544a\u663e\u793a\uff0c\u91c7\u7528\u5fae\u670d\u52a1\u7684\u4f01\u4e1a\u4e2d\uff0c68%\u7684\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u6d88\u8017\u5728\u786e\u5b9a\u95ee\u9898\u8fb9\u754c\u9636\u6bb5\u3002<\/p>\n<h3 id=\"\u4e8c-\u5168\u94fe\u8def\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u4ef7\u503c\">\u4e8c\u3001\u5168\u94fe\u8def\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u4ef7\u503c<\/h3>\n<ol>\n<li>\n<p><strong>\u8bf7\u6c42\u8f68\u8ff9\u53ef\u89c6\u5316<\/strong><br \/>\n\u901a\u8fc7\u690d\u5165TraceID\u5b9e\u73b0\u8de8\u670d\u52a1\u8ffd\u8e2a\uff0c\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00\u6570\u5b57\u6307\u7eb9\u3002\u4ee5\u7535\u5546\u8ba2\u5355\u521b\u5efa\u4e3a\u4f8b\uff0c\u4ece\u7f51\u5173\u5165\u53e3\u5230\u5e93\u5b58\u9501\u5b9a\u3001\u652f\u4ed8\u5904\u7406\u3001\u7269\u6d41\u8c03\u5ea6\uff0c\u6240\u6709\u670d\u52a1\u8282\u70b9\u5f62\u6210\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u8fd9\u79cd\u53ef\u89c6\u5316\u4f7f\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece4.2\u5c0f\u65f6\u538b\u7f29\u81f318\u5206\u949f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6027\u80fd\u74f6\u9888\u5b9a\u4f4d<\/strong><br \/>\n\u5728\u6bcf\u79d2\u5904\u7406\u4e07\u7ea7\u8bf7\u6c42\u7684\u7cfb\u7edf\u4e2d\uff0c<strong>\u7aef\u5230\u7aef\u65f6\u5ef6\u5206\u6790<\/strong>\u81f3\u5173\u91cd\u8981\u3002\u5168\u94fe\u8def\u76d1\u63a7\u80fd\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u8de8\u5ea6\uff08Span\uff09\uff0c\u5f53\u4ed3\u50a8\u670d\u52a1\u7684SQL\u67e5\u8be2\u8017\u65f6\u4ece15ms\u7a81\u589e\u81f31200ms\u65f6\uff0c\u7cfb\u7edf\u4f1a\u7acb\u5373\u6807\u8bb0\u8be5\u8282\u70b9\u3002\u914d\u5408\u706b\u7130\u56fe\u6280\u672f\uff0c\u53ef\u5feb\u901f\u9501\u5b9a\u662f\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u8fd8\u662f\u6162\u67e5\u8be2\u5bfc\u81f4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6545\u969c\u4f20\u64ad\u963b\u65ad<\/strong><br \/>\n\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u5355\u4e2a\u670d\u52a1\u6545\u969c\u53ef\u80fd\u5f15\u53d1\u7ea7\u8054\u53cd\u5e94\u3002\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7<strong>\u670d\u52a1\u4f9d\u8d56\u62d3\u6251<\/strong>\uff0c\u8fd0\u7ef4\u4eba\u5458\u80fd\u9884\u5224\u98ce\u9669\u94fe\u8def\u3002\u5f53\u63a8\u8350\u670d\u52a1\u54cd\u5e94\u6210\u529f\u7387\u8dcc\u783495%\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u89e6\u53d1\u7194\u65ad\u673a\u5236\uff0c\u907f\u514d\u6d41\u91cf\u6d2a\u5cf0\u51b2\u57ae\u4e0b\u6e38\u7684\u641c\u7d22\u670d\u52a1\u3002\u8fd9\u79cd\u4e3b\u52a8\u9632\u5fa1\u4f7f\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u6545\u969c\u6062\u590d\u901f\u5ea6\u63d0\u5347300%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u9a71\u52a8\u7684\u67b6\u6784\u4f18\u5316<\/strong><br \/>\n\u6301\u7eed\u6536\u96c6\u7684\u94fe\u8def\u6570\u636e\u6784\u6210\u7cfb\u7edf\u5065\u5eb7\u7684&rdquo;\u6570\u5b57\u5b6a\u751f&rdquo;\u3002\u901a\u8fc7\u5206\u6790<strong>\u9ec4\u91d1\u6307\u6807\uff08\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u3001\u65f6\u5ef6\u3001\u9971\u548c\u5ea6\uff09<\/strong>\uff0c\u6280\u672f\u56e2\u961f\u80fd\u53d1\u73b0\u67b6\u6784\u74f6\u9888\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u901a\u8fc7\u94fe\u8def\u5206\u6790\u91cd\u6784\u4e86\u7528\u6237\u5173\u7cfb\u670d\u52a1\uff0c\u5c06\u6838\u5fc3\u63a5\u53e3\u7684P99\u5ef6\u8fdf\u4ece870ms\u964d\u81f3210ms\u3002<\/p>\n<\/li>\n<\/ol>\n<h3 id=\"\u4e09-\u6280\u672f\u5b9e\u73b0\u7684\u4e09\u4e2a\u5173\u952e\u5c42\">\u4e09\u3001\u6280\u672f\u5b9e\u73b0\u7684\u4e09\u4e2a\u5173\u952e\u5c42<\/h3>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u91c7\u96c6\u5c42<\/strong><br \/>\n\u91c7\u7528\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488\u6280\u672f\uff0c\u81ea\u52a8\u6355\u83b7HTTP\u5934\u4e2d\u7684TraceID\u3002\u4e3b\u6d41\u65b9\u6848\u5982OpenTelemetry\u63d0\u4f9b\u6807\u51c6\u5316\u7684SDK\uff0c\u652f\u6301Java\/Python\/Go\u7b49\u591a\u8bed\u8a00\u73af\u5883\u3002\u67d0\u7269\u6d41\u4f01\u4e1a\u901a\u8fc7\u5728Kubernetes Sidecar\u5bb9\u5668\u90e8\u7f72\u91c7\u96c6\u5668\uff0c\u5b9e\u73b0\u4e86\u5bf91.2\u4e07\u4e2aPod\u7684\u5b9e\u65f6\u76d1\u63a7\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u5904\u7406\u5c42<\/strong><br \/>\n<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7cfb\u7edf\u9700\u8981\u5904\u7406PB\u7ea7\u6570\u636e\u6d41\u3002Elastic APM\u91c7\u7528\u5012\u6392\u7d22\u5f15\u6280\u672f\uff0c\u80fd\u57283\u79d2\u5185\u68c0\u7d22\u5341\u4ebf\u7ea7Span\u8bb0\u5f55\u3002<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u7684\u6df7\u5408\u5b58\u50a8\u67b6\u6784\uff0c\u5c06\u539f\u59cb\u6570\u636e\u5b58\u5165HBase\uff0c\u805a\u5408\u6307\u6807\u5199\u5165Elasticsearch\uff0c\u5e73\u8861\u4e86\u67e5\u8be2\u6548\u7387\u4e0e\u5b58\u50a8\u6210\u672c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53ef\u89c6\u5316\u5c42<\/strong><br \/>\n\u52a8\u6001\u62d3\u6251\u56fe\u5c55\u793a\u670d\u52a1\u95f4\u8c03\u7528\u5173\u7cfb\uff0c\u989c\u8272\u7f16\u7801\u53cd\u6620\u5065\u5eb7\u72b6\u6001\u3002Grafana\u7684\u65f6\u5e8f\u56fe\u8868\u73b0\u6d41\u91cf\u8d8b\u52bf\uff0cJaeger\u7684Trace\u8be6\u60c5\u89c6\u56fe\u7cbe\u786e\u5230\u5355\u6b21\u8bf7\u6c42\u7684\u6beb\u79d2\u7ea7\u8017\u65f6\u3002\u67d0\u8bc1\u5238\u7cfb\u7edf\u901a\u8fc7\u81ea\u5b9a\u4e49\u7740\u8272\u89c4\u5219\uff0c\u4f7f\u8de8\u673a\u623f\u6d41\u91cf\u5f02\u5e38\u80fd\u572810\u79d2\u5185\u88ab\u8089\u773c\u8bc6\u522b\u3002<\/p>\n<\/li>\n<\/ol>\n<h3 id=\"\u56db-\u9009\u578b\u5b9e\u65bd\u7684\u6f14\u8fdb\u8def\u5f84\">\u56db\u3001\u9009\u578b\u5b9e\u65bd\u7684\u6f14\u8fdb\u8def\u5f84<\/h3>\n<p>\u521d\u521b\u56e2\u961f\u53ef\u4eceZipkin\u8f7b\u91cf\u7ea7\u65b9\u6848\u8d77\u6b65\uff0c\u65e5\u5747\u767e\u4e07Span\u573a\u666f\u4e0b\u8d44\u6e90\u6d88\u8017\u4f4e\u4e8e2\u68384G\u3002\u5f53\u4e1a\u52a1\u590d\u6742\u5ea6\u63d0\u5347\uff0c\u9700\u8003\u8651\u652f\u6301\u591a\u79df\u6237\u3001\u7ec6\u7c92\u5ea6\u6743\u9650\u63a7\u5236\u7684\u5546\u4e1a\u65b9\u6848\u3002\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u5728\u65e5\u8ba2\u5355\u91cf\u7a81\u7834\u767e\u4e07\u65f6\uff0c\u5c06\u76d1\u63a7\u7cfb\u7edf\u4ece<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u8fc1\u79fb\u81f3DataDog\uff0c\u83b7\u5f97\u4e86\u66f4\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u544a\u8b66\u529f\u80fd\u3002<\/p>\n<p>\u5173\u952e\u6210\u529f\u8981\u7d20\u5305\u62ec\uff1a<strong>\u6807\u51c6\u5316\u57cb\u70b9\u89c4\u8303<\/strong>\u907f\u514d\u6570\u636e\u6c61\u67d3\uff0c<strong>\u91c7\u6837\u7b56\u7565\u4f18\u5316<\/strong>\u5e73\u8861\u6570\u636e\u7cbe\u5ea6\u4e0e\u5b58\u50a8\u6210\u672c\uff0c<strong>\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5<\/strong>\u7684\u6301\u7eed\u8c03\u4f18\u3002\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u5efa\u7acb\u8de8\u90e8\u95e8\u7684\u53ef\u89c2\u6d4b\u6027\u6587\u5316\u2014\u2014\u5f00\u53d1\u8005\u5728\u4ee3\u7801\u4e2d\u9884\u7559\u8bca\u65ad\u63a5\u53e3\uff0c\u8fd0\u7ef4\u4eba\u5458\u914d\u7f6e\u5408\u7406\u7684\u544a\u8b66\u9608\u503c\uff0c\u4e1a\u52a1\u56e2\u961f\u7406\u89e3\u76d1\u63a7\u6307\u6807\u7684\u4e1a\u52a1\u542b\u4e49\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u6bcf\u79d2\u8bde\u751f\u6570\u767e\u4e07\u6b21\u670d\u52a1\u8c03\u7528\u7684\u6570\u5b57\u4e16\u754c\uff0c\u5168\u94fe\u8def\u76d1\u63a7\u5df2\u4ece\u53ef\u9009\u914d\u4ef6\u6f14\u8fdb\u4e3a\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u5b83\u4e0d\u4ec5\u662f\u6545\u969c\u6392\u67e5\u7684&rdquo;\u4fa6\u63a2\u5de5\u5177&rdquo;\uff0c\u66f4\u662f\u9a71\u52a8\u67b6\u6784\u6301\u7eed\u4f18\u5316\u7684&rdquo;\u6307\u5357\u9488&rdquo;\u3002\u5f53\u4f01\u4e1a\u7684\u5fae\u670d\u52a1\u6570\u91cf\u7a81\u7834\u4e34\u754c\u70b9\uff0c\u5b8c\u5584\u7684\u76d1\u63a7\u4f53\u7cfb\u5c06\u6210\u4e3a\u533a\u5206\u5e73\u5eb8\u4e0e\u5353\u8d8a\u7684\u6280\u672f\u5206\u6c34\u5cad\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u7535\u5546\u5e73\u53f0\u906d\u9047&rdquo;\u53cc\u5341\u4e00&rdquo;\u6d41\u91cf\u6d2a\u5cf0\u65f6\uff0c\u6280\u672f\u4eba\u5458\u53d1\u73b0\u652f\u4ed8\u6210\u529f\u7387\u9aa4\u964d30%\u3002\u9762\u5bf9\u6570\u767e\u4e2a\u5fae\u670d\u52a1\u6a21\u5757\uff0c\u8fd0\u7ef4\u56e2\u961f\u72b9\u5982\u5728\u8ff7\u5bab\u4e2d\u6253\u8f6c\uff0c\u8c03\u7528\u94fe\u8def\u65ad\u88c2\u3001\u670d\u52a1\u96ea\u5d29\u98ce\u9669\u3001\u65e5\u5fd7\u788e\u7247\u5316\u7b49\u95ee\u9898\u540c\u65f6\u7206\u53d1\u3002\u8fd9\u4e2a\u771f\u5b9e\u6848\u4f8b\u63ed\u793a\u4e86\u5fae\u670d\u52a1\u67b6\u6784\u7684\u81f4\u547d\u5f31\u70b9\uff1a\u5f53\u5355\u4f53\u5e94\u7528\u62c6\u89e3\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u53ef\u89c2\u6d4b\u6027\u7f3a\u5931\u6b63\u5728\u6210\u4e3a\u5236\u7ea6\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u6700\u5927\u74f6\u9888\u3002\u8fd9\u6b63\u662f\u5168\u94fe\u8def\u76d1\u63a7\u6280\u672f\u5e94\u8fd0\u800c\u751f\u7684\u65f6\u4ee3\u80cc\u666f\u2014\u2014\u5b83\u5982\u540c\u4e3a\u5fae\u670d\u52a1\u4f53\u7cfb\u88c5\u4e0a&rdquo;X\u5149\u900f\u89c6\u4eea&rdquo;\uff0c\u8ba9\u539f\u672c\u4e0d\u53ef\u89c1\u7684\u670d\u52a1\u4ea4\u4e92\u663e\u5f71\u4e3a\u6e05\u6670\u7684\u6570\u5b57\u56fe\u8c31\u3002 \u4e00\u3001\u5fae\u670d\u52a1\u67b6\u6784\u7684\u76d1\u63a7\u56f0\u5883 \u5728\u5355\u4f53\u5e94\u7528\u65f6\u4ee3\uff0c\u6392\u67e5\u7cfb\u7edf\u6545\u969c\u5982\u540c\u68c0\u67e5\u5355\u4e00\u673a\u68b0\u90e8\u4ef6\u3002\u4f46\u5f53\u5e94\u7528\u62c6\u5206\u4e3a\u6570\u767e\u4e2a\u5fae\u670d\u52a1\uff0c\u6bcf\u4e2a\u670d\u52a1\u72ec\u7acb\u90e8\u7f72\u3001\u52a8\u6001\u6269\u5c55\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u7acb\u5373\u66b4\u9732\u51fa\u81f4\u547d\u7f3a\u9677\u3002\u8fd0\u7ef4\u56e2\u961f\u5e38\u5e38\u9762\u4e34\u8de8\u670d\u52a1\u8ffd\u8e2a\u65ad\u70b9\uff0c\u67d0\u4e2aAPI\u8bf7\u6c42\u53ef\u80fd\u7a7f\u8d8a6\u4e2a\u6570\u636e\u4e2d\u5fc3\u3001\u8c03\u752812\u4e2a\u670d\u52a1\u6a21\u5757\uff0c\u4f20\u7edf\u65e5\u5fd7\u7cfb\u7edf\u5374\u53ea\u80fd\u63d0\u4f9b\u788e\u7247\u5316\u4fe1\u606f\u3002 \u66f4\u68d8\u624b\u7684\u662f\u670d\u52a1\u4f9d\u8d56\u9ed1\u6d1e\u3002\u67d0\u6b21\u8ba2\u5355\u670d\u52a1\u8d85\u65f6\uff0c\u6839\u6e90\u53ef\u80fd\u662f\u7528\u6237\u670d\u52a1\u7684\u7f13\u5b58\u5931\u6548\uff0c\u6216\u662f\u652f\u4ed8\u670d\u52a1\u7684\u7ebf\u7a0b\u963b\u585e\u3002\u6ca1\u6709\u5168\u5c40\u89c6\u89d2\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5c31\u50cf\u8ba9\u533b\u751f\u901a\u8fc7\u5c40\u90e8CT\u7247\u8bca\u65ad\u5168\u8eab\u75be\u75c5\u3002Gartner\u7814\u7a76\u62a5\u544a\u663e\u793a\uff0c\u91c7\u7528\u5fae\u670d\u52a1\u7684\u4f01\u4e1a\u4e2d\uff0c68%\u7684\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u6d88\u8017\u5728\u786e\u5b9a\u95ee\u9898\u8fb9\u754c\u9636\u6bb5\u3002 \u4e8c\u3001\u5168\u94fe\u8def\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u4ef7\u503c \u8bf7\u6c42\u8f68\u8ff9\u53ef\u89c6\u5316 \u901a\u8fc7\u690d\u5165TraceID\u5b9e\u73b0\u8de8\u670d\u52a1\u8ffd\u8e2a\uff0c\u6bcf\u4e2a\u8bf7\u6c42\u751f\u6210\u552f\u4e00\u6570\u5b57\u6307\u7eb9\u3002\u4ee5\u7535\u5546\u8ba2\u5355\u521b\u5efa\u4e3a\u4f8b\uff0c\u4ece\u7f51\u5173\u5165\u53e3\u5230\u5e93\u5b58\u9501\u5b9a\u3001\u652f\u4ed8\u5904\u7406\u3001\u7269\u6d41\u8c03\u5ea6\uff0c\u6240\u6709\u670d\u52a1\u8282\u70b9\u5f62\u6210\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u8fd9\u79cd\u53ef\u89c6\u5316\u4f7f\u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece4.2\u5c0f\u65f6\u538b\u7f29\u81f318\u5206\u949f\u3002 \u6027\u80fd\u74f6\u9888\u5b9a\u4f4d \u5728\u6bcf\u79d2\u5904\u7406\u4e07\u7ea7\u8bf7\u6c42\u7684\u7cfb\u7edf\u4e2d\uff0c\u7aef\u5230\u7aef\u65f6\u5ef6\u5206\u6790\u81f3\u5173\u91cd\u8981\u3002\u5168\u94fe\u8def\u76d1\u63a7\u80fd\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u8de8\u5ea6\uff08Span\uff09\uff0c\u5f53\u4ed3\u50a8\u670d\u52a1\u7684SQL\u67e5\u8be2\u8017\u65f6\u4ece15ms\u7a81\u589e\u81f31200ms\u65f6\uff0c\u7cfb\u7edf\u4f1a\u7acb\u5373\u6807\u8bb0\u8be5\u8282\u70b9\u3002\u914d\u5408\u706b\u7130\u56fe\u6280\u672f\uff0c\u53ef\u5feb\u901f\u9501\u5b9a\u662f\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u8fd8\u662f\u6162\u67e5\u8be2\u5bfc\u81f4\u3002 \u6545\u969c\u4f20\u64ad\u963b\u65ad \u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u5355\u4e2a\u670d\u52a1\u6545\u969c\u53ef\u80fd\u5f15\u53d1\u7ea7\u8054\u53cd\u5e94\u3002\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u4f9d\u8d56\u62d3\u6251\uff0c\u8fd0\u7ef4\u4eba\u5458\u80fd\u9884\u5224\u98ce\u9669\u94fe\u8def\u3002\u5f53\u63a8\u8350\u670d\u52a1\u54cd\u5e94\u6210\u529f\u7387\u8dcc\u783495%\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u89e6\u53d1\u7194\u65ad\u673a\u5236\uff0c\u907f\u514d\u6d41\u91cf\u6d2a\u5cf0\u51b2\u57ae\u4e0b\u6e38\u7684\u641c\u7d22\u670d\u52a1\u3002\u8fd9\u79cd\u4e3b\u52a8\u9632\u5fa1\u4f7f\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u6545\u969c\u6062\u590d\u901f\u5ea6\u63d0\u5347300%\u3002 \u6570\u636e\u9a71\u52a8\u7684\u67b6\u6784\u4f18\u5316 \u6301\u7eed\u6536\u96c6\u7684\u94fe\u8def\u6570\u636e\u6784\u6210\u7cfb\u7edf\u5065\u5eb7\u7684&rdquo;\u6570\u5b57\u5b6a\u751f&rdquo;\u3002\u901a\u8fc7\u5206\u6790\u9ec4\u91d1\u6307\u6807\uff08\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u3001\u65f6\u5ef6\u3001\u9971\u548c\u5ea6\uff09\uff0c\u6280\u672f\u56e2\u961f\u80fd\u53d1\u73b0\u67b6\u6784\u74f6\u9888\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u901a\u8fc7\u94fe\u8def\u5206\u6790\u91cd\u6784\u4e86\u7528\u6237\u5173\u7cfb\u670d\u52a1\uff0c\u5c06\u6838\u5fc3\u63a5\u53e3\u7684P99\u5ef6\u8fdf\u4ece870ms\u964d\u81f3210ms\u3002 \u4e09\u3001\u6280\u672f\u5b9e\u73b0\u7684\u4e09\u4e2a\u5173\u952e\u5c42 \u6570\u636e\u91c7\u96c6\u5c42 \u91c7\u7528\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488\u6280\u672f\uff0c\u81ea\u52a8\u6355\u83b7HTTP\u5934\u4e2d\u7684TraceID\u3002\u4e3b\u6d41\u65b9\u6848\u5982OpenTelemetry\u63d0\u4f9b\u6807\u51c6\u5316\u7684SDK\uff0c\u652f\u6301Java\/Python\/Go\u7b49\u591a\u8bed\u8a00\u73af\u5883\u3002\u67d0\u7269\u6d41\u4f01\u4e1a\u901a\u8fc7\u5728Kubernetes Sidecar\u5bb9\u5668\u90e8\u7f72\u91c7\u96c6\u5668\uff0c\u5b9e\u73b0\u4e86\u5bf91.2\u4e07\u4e2aPod\u7684\u5b9e\u65f6\u76d1\u63a7\u3002 \u6570\u636e\u5904\u7406\u5c42 \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\u9700\u8981\u5904\u7406PB\u7ea7\u6570\u636e\u6d41\u3002Elastic APM\u91c7\u7528\u5012\u6392\u7d22\u5f15\u6280\u672f\uff0c\u80fd\u57283\u79d2\u5185\u68c0\u7d22\u5341\u4ebf\u7ea7Span\u8bb0\u5f55\u3002SkyWalking\u7684\u6df7\u5408\u5b58\u50a8\u67b6\u6784\uff0c\u5c06\u539f\u59cb\u6570\u636e\u5b58\u5165HBase\uff0c\u805a\u5408\u6307\u6807\u5199\u5165Elasticsearch\uff0c\u5e73\u8861\u4e86\u67e5\u8be2\u6548\u7387\u4e0e\u5b58\u50a8\u6210\u672c\u3002 \u53ef\u89c6\u5316\u5c42 \u52a8\u6001\u62d3\u6251\u56fe\u5c55\u793a\u670d\u52a1\u95f4\u8c03\u7528\u5173\u7cfb\uff0c\u989c\u8272\u7f16\u7801\u53cd\u6620\u5065\u5eb7\u72b6\u6001\u3002Grafana\u7684\u65f6\u5e8f\u56fe\u8868\u73b0\u6d41\u91cf\u8d8b\u52bf\uff0cJaeger\u7684Trace\u8be6\u60c5\u89c6\u56fe\u7cbe\u786e\u5230\u5355\u6b21\u8bf7\u6c42\u7684\u6beb\u79d2\u7ea7\u8017\u65f6\u3002\u67d0\u8bc1\u5238\u7cfb\u7edf\u901a\u8fc7\u81ea\u5b9a\u4e49\u7740\u8272\u89c4\u5219\uff0c\u4f7f\u8de8\u673a\u623f\u6d41\u91cf\u5f02\u5e38\u80fd\u572810\u79d2\u5185\u88ab\u8089\u773c\u8bc6\u522b\u3002 \u56db\u3001\u9009\u578b\u5b9e\u65bd\u7684\u6f14\u8fdb\u8def\u5f84 \u521d\u521b\u56e2\u961f\u53ef\u4eceZipkin\u8f7b\u91cf\u7ea7\u65b9\u6848\u8d77\u6b65\uff0c\u65e5\u5747\u767e\u4e07Span\u573a\u666f\u4e0b\u8d44\u6e90\u6d88\u8017\u4f4e\u4e8e2\u68384G\u3002\u5f53\u4e1a\u52a1\u590d\u6742\u5ea6\u63d0\u5347\uff0c\u9700\u8003\u8651\u652f\u6301\u591a\u79df\u6237\u3001\u7ec6\u7c92\u5ea6\u6743\u9650\u63a7\u5236\u7684\u5546\u4e1a\u65b9\u6848\u3002\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u5728\u65e5\u8ba2\u5355\u91cf\u7a81\u7834\u767e\u4e07\u65f6\uff0c\u5c06\u76d1\u63a7\u7cfb\u7edf\u4ecePrometheus\u8fc1\u79fb\u81f3DataDog\uff0c\u83b7\u5f97\u4e86\u66f4\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u544a\u8b66\u529f\u80fd\u3002 \u5173\u952e\u6210\u529f\u8981\u7d20\u5305\u62ec\uff1a\u6807\u51c6\u5316\u57cb\u70b9\u89c4\u8303\u907f\u514d\u6570\u636e\u6c61\u67d3\uff0c\u91c7\u6837\u7b56\u7565\u4f18\u5316\u5e73\u8861\u6570\u636e\u7cbe\u5ea6\u4e0e\u5b58\u50a8\u6210\u672c\uff0c\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u7684\u6301\u7eed\u8c03\u4f18\u3002\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u5efa\u7acb\u8de8\u90e8\u95e8\u7684\u53ef\u89c2\u6d4b\u6027\u6587\u5316\u2014\u2014\u5f00\u53d1\u8005\u5728\u4ee3\u7801\u4e2d\u9884\u7559\u8bca\u65ad\u63a5\u53e3\uff0c\u8fd0\u7ef4\u4eba\u5458\u914d\u7f6e\u5408\u7406\u7684\u544a\u8b66\u9608\u503c\uff0c\u4e1a\u52a1\u56e2\u961f\u7406\u89e3\u76d1\u63a7\u6307\u6807\u7684\u4e1a\u52a1\u542b\u4e49\u3002 \u5728\u8fd9\u4e2a\u6bcf\u79d2\u8bde\u751f\u6570\u767e\u4e07\u6b21\u670d\u52a1\u8c03\u7528\u7684\u6570\u5b57\u4e16\u754c\uff0c\u5168\u94fe\u8def\u76d1\u63a7\u5df2\u4ece\u53ef\u9009\u914d\u4ef6\u6f14\u8fdb\u4e3a\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u5b83\u4e0d\u4ec5\u662f\u6545\u969c\u6392\u67e5\u7684&rdquo;\u4fa6\u63a2\u5de5\u5177&rdquo;\uff0c\u66f4\u662f\u9a71\u52a8\u67b6\u6784\u6301\u7eed\u4f18\u5316\u7684&rdquo;\u6307\u5357\u9488&rdquo;\u3002\u5f53\u4f01\u4e1a\u7684\u5fae\u670d\u52a1\u6570\u91cf\u7a81\u7834\u4e34\u754c\u70b9\uff0c\u5b8c\u5584\u7684\u76d1\u63a7\u4f53\u7cfb\u5c06\u6210\u4e3a\u533a\u5206\u5e73\u5eb8\u4e0e\u5353\u8d8a\u7684\u6280\u672f\u5206\u6c34\u5cad\u3002<\/p>\n","protected":false},"author":4,"featured_media":34205,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-34204","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\/34204","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=34204"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34204\/revisions"}],"predecessor-version":[{"id":34206,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34204\/revisions\/34206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/34205"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=34204"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=34204"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=34204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}