{"id":34504,"date":"2025-03-10T17:29:12","date_gmt":"2025-03-10T09:29:12","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34504"},"modified":"2025-03-10T17:29:12","modified_gmt":"2025-03-10T09:29:12","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e5%88%86%e5%b8%83%e5%bc%8f%e8%bf%bd%e8%b8%aa%e6%8a%80%e6%9c%af%e5%ae%9e%e7%8e%b0%e6%9c%8d%e5%8a%a1%e7%9a%84%e8%87%aa%e5%8a%a8%e6%95%85%e9%9a%9c%e8%bd%ac%e7%a7%bb","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34504.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u5b9e\u73b0\u670d\u52a1\u7684\u81ea\u52a8\u6545\u969c\u8f6c\u79fb\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/W85eQ.jpg\" alt=\"\u5982\u4f55\u5229\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u5b9e\u73b0\u670d\u52a1\u7684\u81ea\u52a8\u6545\u969c\u8f6c\u79fb\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4ee5\u5e74\u574735%\u7684\u589e\u901f\u6e17\u900f\u5404\u884c\u4e1a\u7684\u4eca\u5929\uff0c\u4e00\u6b21\u7535\u5546\u5927\u4fc3\u7684\u670d\u52a1\u5668\u5b95\u673a\u53ef\u80fd\u5bfc\u81f4\u6bcf\u5206\u949f\u767e\u4e07\u7ea7\u635f\u5931\uff0c\u4e00\u6b21\u91d1\u878d\u4ea4\u6613\u5ef6\u8fdf\u53ef\u80fd\u5f15\u53d1\u7528\u6237\u4fe1\u4efb\u5371\u673a\u3002\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5df2\u96be\u4ee5\u6355\u6349<em>\u8de8\u670d\u52a1\u8fb9\u754c\u7684\u6545\u969c\u94fe\u6761<\/em>\uff0c\u800c<strong>\u81ea\u52a8\u6545\u969c\u8f6c\u79fb<\/strong>\u6b63\u6210\u4e3a\u4fdd\u969c\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u751f\u547d\u7ebf\u3002<\/p>\n<p>\u8fd9\u573a\u6280\u672f\u9769\u547d\u7684\u6838\u5fc3\u7a81\u7834\u70b9\uff0c\u6070\u6070\u9690\u85cf\u5728\u8bf7\u6c42\u6d41\u8f6c\u7684\u8def\u5f84\u4e2d\u2014\u2014<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\u4e0d\u4ec5\u89e3\u6784\u4e86\u9ed1\u76d2\u5316\u7684\u8c03\u7528\u94fe\u8def\uff0c\u66f4\u901a\u8fc7\u5b9e\u65f6\u62d3\u6251\u6620\u5c04\u4e0e\u5f02\u5e38\u5b9a\u4f4d\uff0c\u4e3a\u667a\u80fd\u5316\u7684\u6545\u969c\u8f6c\u79fb\u51b3\u7b56\u63d0\u4f9b\u4e86\u6570\u636e\u57fa\u77f3\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f-\u6253\u5f00\u5fae\u670d\u52a1\u9ed1\u76d2\u7684\u624b\u672f\u5200\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\uff1a\u6253\u5f00\u5fae\u670d\u52a1\u9ed1\u76d2\u7684\u624b\u672f\u5200<\/h3>\n<p><strong>\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/strong>\u901a\u8fc7\u552f\u4e00Trace ID\u4e32\u8054\u8de8\u670d\u52a1\u8c03\u7528\uff0c\u8bb0\u5f55\u6bcf\u4e2aSpan\uff08\u8c03\u7528\u5355\u5143\uff09\u7684\u8017\u65f6\u3001\u72b6\u6001\u53ca\u4e0a\u4e0b\u6587\u3002Google Dapper\u8bba\u6587\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u8fd9\u79cd*\u5168\u94fe\u8def\u67d3\u8272*\u80fd\u529b\u4f7f\u7cfb\u7edf\u53ef\u89c2\u6d4b\u6027\u63d0\u5347400%\uff0c\u6545\u969c\u5b9a\u4f4d\u6548\u7387\u63d0\u9ad870%\u3002<\/p>\n<p>\u5f53\u7528\u6237\u8bf7\u6c42\u5728\u8ba2\u5355\u670d\u52a1\u2192\u652f\u4ed8\u670d\u52a1\u2192\u5e93\u5b58\u670d\u52a1\u7684\u8def\u5f84\u4e2d\u51fa\u73b0\u8d85\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u53ea\u4f1a\u62a5\u544a\u201c\u652f\u4ed8\u670d\u52a1\u54cd\u5e94\u6162\u201d\uff0c\u800c\u8ffd\u8e2a\u7cfb\u7edf\u80fd\u7cbe\u786e\u8bc6\u522b\u5230<em>\u5e93\u5b58\u670d\u52a1\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d<\/em>\uff0c\u5e76\u6807\u8bb0\u8be5\u5f02\u5e38\u8282\u70b9\u5728\u6574\u4f53\u62d3\u6251\u4e2d\u7684\u5f71\u54cd\u8303\u56f4\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u81ea\u52a8\u6545\u969c\u8f6c\u79fb\u7684\u4e09\u5927\u6280\u672f\u65ad\u5c42\">\u4e8c\u3001\u81ea\u52a8\u6545\u969c\u8f6c\u79fb\u7684\u4e09\u5927\u6280\u672f\u65ad\u5c42<\/h3>\n<p>\u5b9e\u73b0\u771f\u6b63\u7684\u667a\u80fd\u5316\u6545\u969c\u8f6c\u79fb\uff0c\u5fc5\u987b\u8de8\u8d8a\u4e09\u4e2a\u6838\u5fc3\u969c\u788d\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6545\u969c\u68c0\u6d4b\u6ede\u540e\u6027<\/strong><br \/>\n\u4f20\u7edf\u5fc3\u8df3\u68c0\u6d4b\u901a\u5e38\u572815\u79d2\u4ee5\u4e0a\uff0c\u800c\u7535\u5546\u573a\u666f\u8981\u6c42\u4e9a\u79d2\u7ea7\u54cd\u5e94\u3002\u67d0\u5934\u90e8\u4e91\u5382\u5546\u7684\u6848\u4f8b\u663e\u793a\uff0c\u4ec53\u79d2\u7684\u68c0\u6d4b\u5ef6\u8fdf\u4f1a\u4f7f\u6545\u969c\u6062\u590d\u65f6\u95f4\u5ef6\u957f8\u500d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5f71\u54cd\u8303\u56f4\u8bef\u5224<\/strong><br \/>\n\u8d1f\u8f7d\u5747\u8861\u5668\u53ef\u80fd\u5c06*\u5355\u5b9e\u4f8b\u6545\u969c*\u8bef\u5224\u4e3a\u6574\u4e2a\u96c6\u7fa4\u5f02\u5e38\uff0c\u5f15\u53d1\u96ea\u5d29\u6548\u5e94\u30022018\u5e74\u67d0\u8bc1\u5238App\u7684\u7ea7\u8054\u6545\u969c\u6b63\u662f\u56e0\u6b64\u635f\u5931\u8d852\u4ebf\u7528\u6237\u8bf7\u6c42\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8f6c\u79fb\u7b56\u7565\u9759\u6001\u5316<\/strong><br \/>\n\u56fa\u5b9a\u6743\u91cd\u8f6e\u8be2\u65e0\u6cd5\u5e94\u5bf9\u52a8\u6001\u6d41\u91cf\u6d2a\u5cf0\u3002\u57282021\u5e74\u53cc\u5341\u4e00\u671f\u95f4\uff0c\u67d0\u5e73\u53f0\u901a\u8fc7\u52a8\u6001\u8c03\u6574\u6545\u969c\u8f6c\u79fb\u9608\u503c\uff0c\u5c06\u670d\u52a1\u964d\u7ea7\u91cf\u51cf\u5c1143%\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u5206\u5e03\u5f0f\u8ffd\u8e2a\u9a71\u52a8\u7684\u6545\u969c\u8f6c\u79fb\u95ed\u73af\">\u4e09\u3001\u5206\u5e03\u5f0f\u8ffd\u8e2a\u9a71\u52a8\u7684\u6545\u969c\u8f6c\u79fb\u95ed\u73af<\/h3>\n<p>\u7ed3\u5408\u8ffd\u8e2a\u6570\u636e\u7684\u65f6\u7a7a\u7ef4\u5ea6\u7279\u5f81\uff0c\u53ef\u6784\u5efa<strong>\u56db\u5c42\u51b3\u7b56\u6a21\u578b<\/strong>\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5b9e\u65f6\u62d3\u6251\u611f\u77e5\u5c42<\/strong><br \/>\n\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u6807\u51c6\u91c7\u96c6Span\u6570\u636e\uff0c\u6784\u5efa\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u3002\u67d0\u7269\u6d41\u5e73\u53f0\u7684\u7ecf\u9a8c\u8868\u660e\uff0c\u52a8\u6001\u62d3\u6251\u6620\u5c04\u4f7f\u6545\u969c\u9884\u6d4b\u51c6\u786e\u7387\u63d0\u5347\u81f391%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\u5c42<\/strong><\/p>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u7eb5\u5411\u5bf9\u6bd4<\/strong>\uff1a\u5f53\u524dSpan\u8017\u65f6\u4e0e\u5386\u53f2\u57fa\u7ebf\u504f\u79bb\u5ea6\n<\/li>\n<li><strong>\u6a2a\u5411\u5bf9\u6bd4<\/strong>\uff1a\u76f8\u540c\u670d\u52a1\u4e0d\u540c\u5b9e\u4f8b\u7684\u54cd\u5e94\u79bb\u6563\u5ea6\n<\/li>\n<li><strong>\u5173\u8054\u5206\u6790<\/strong>\uff1a\u9519\u8bef\u4ee3\u7801\u4e0e\u65e5\u5fd7\u4e8b\u4ef6\u7684\u56e0\u679c\u94fe\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd\u51b3\u7b56\u5c42<\/strong><br \/>\n\u91c7\u7528\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u5728\u4ee5\u4e0b\u7ef4\u5ea6\u52a8\u6001\u8ba1\u7b97\u6700\u4f18\u8f6c\u79fb\u8def\u5f84\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li>\u76ee\u6807\u5b9e\u4f8b\u7684\u5065\u5eb7\u8bc4\u5206\uff08CPU\/\u5185\u5b58\/\u7f51\u7edc\uff09\n<\/li>\n<li>\u5c31\u8fd1\u8def\u7531\u7684\u5ef6\u8fdf\u9884\u7b97\n<\/li>\n<li>\u4e1a\u52a1\u4f18\u5148\u7ea7\u6743\u91cd\uff08\u5982\u652f\u4ed8\u670d\u52a1&gt;\u67e5\u8be2\u670d\u52a1\uff09\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u6267\u884c\u53cd\u9988\u5c42<\/strong><br \/>\n\u5c06\u8f6c\u79fb\u7ed3\u679c\u53cd\u5411\u6ce8\u5165\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u5f62\u6210\u51b3\u7b56\u95ed\u73af\u3002\u67d0\u89c6\u9891\u7f51\u7ad9\u901a\u8fc7\u53cd\u9988\u673a\u5236\uff0c\u5c06\u9519\u8bef\u914d\u7f6e\u89c4\u5219\u7684\u8fed\u4ee3\u5468\u671f\u4ece2\u5468\u538b\u7f29\u523015\u5206\u949f\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u5173\u952e\u5b9e\u65bd\u8def\u5f84\u4e0e\u6280\u672f\u6808\u9009\u578b\">\u56db\u3001\u5173\u952e\u5b9e\u65bd\u8def\u5f84\u4e0e\u6280\u672f\u6808\u9009\u578b<\/h3>\n<ol>\n<li><strong>\u6570\u636e\u91c7\u96c6\u6807\u51c6\u5316<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u4f7f\u7528W3C Trace Context\u89c4\u8303\u7edf\u4e00\u6570\u636e\u683c\u5f0f\n<\/li>\n<li>\u5728Kubernetes Sidecar\u4e2d\u6ce8\u5165\u8ffd\u8e2aSDK\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u8ba1\u7b97\u5f15\u64ce\u7684\u9009\u62e9<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u9ad8\u5e76\u53d1\u573a\u666f\uff1aApache Flink\u5b9e\u65f6\u5904\u7406Span\u6d41\n<\/li>\n<li>\u4e2d\u7b49\u89c4\u6a21\uff1aElasticsearch + Kibana APM\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u51b3\u7b56\u7cfb\u7edf\u67b6\u6784<\/strong>\n<\/li>\n<\/ol>\n<pre><code class=\"language-plaintext\">[\u8ffd\u8e2a\u6570\u636e\u6d41] \u2192 [\u6d41\u5904\u7406\u5f15\u64ce] \u2192 [\u5f02\u5e38\u68c0\u6d4b\u6a21\u578b]  \r\n\u2193  \r\n[\u51b3\u7b56\u5f15\u64ce] \u2194 [\u670d\u52a1\u6ce8\u518c\u4e2d\u5fc3]  \r\n\u2193  \r\n[Envoy\u52a8\u6001\u914d\u7f6e] \u2192 [\u6545\u969c\u8f6c\u79fb\u6267\u884c]  \r\n<\/code><\/pre>\n<ol>\n<li><strong>\u5178\u578b\u5de5\u5177\u94fe\u7ec4\u5408<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u91c7\u96c6\uff1aJaeger\/Zipkin\n<\/li>\n<li>\u5b58\u50a8\uff1aTimescaleDB\uff08\u65f6\u5e8f\u6570\u636e\u4f18\u5316\u7248PostgreSQL\uff09\n<\/li>\n<li>\u53ef\u89c6\u5316\uff1aGrafana Tempo\n<\/li>\n<\/ul>\n<hr>\n<h3 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id=\"\u516d-\u9677\u9631\u89c4\u907f-\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u751f\u4ea7\u843d\u5730\">\u516d\u3001\u9677\u9631\u89c4\u907f\uff1a\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u751f\u4ea7\u843d\u5730<\/h3>\n<ol>\n<li><strong>\u91c7\u6837\u7387\u6096\u8bba<\/strong><br \/>\n100%\u5168\u91cf\u91c7\u6837\u4f1a\u4f7f\u6570\u636e\u5904\u7406\u6210\u672c\u98d9\u53477\u500d\u3002\u5efa\u8bae\u52a8\u6001\u8c03\u6574\u91c7\u6837\u7b56\u7565\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li>\u9519\u8bef\u8bf7\u6c42\uff1a100%\u91c7\u6837\n<\/li>\n<li>\u9ad8\u9891\u5065\u5eb7\u8bf7\u6c42\uff1a1%\u91c7\u6837\n<\/li>\n<\/ul>\n<ol>\n<li>\n<p><strong>\u8ffd\u8e2a\u6570\u636e\u6cc4\u9732<\/strong><br \/>\n\u67d0\u793e\u4ea4\u5e73\u53f0\u66fe\u56e0Trace ID\u5305\u542b\u7528\u6237ID\u5b57\u6bb5\u5bfc\u81f4GDPR\u8fdd\u89c4\u3002\u5fc5\u987b\u5bf9\u654f\u611f\u5b57\u6bb5\u8fdb\u884c\u52a0\u5bc6\u54c8\u5e0c\u5904\u7406\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6280\u672f\u503a\u7d2f\u79ef<\/strong><br 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