{"id":32474,"date":"2025-03-04T10:14:01","date_gmt":"2025-03-04T02:14:01","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32474"},"modified":"2025-03-04T10:14:01","modified_gmt":"2025-03-04T02:14:01","slug":"%e5%88%86%e5%b8%83%e5%bc%8f%e8%bf%bd%e8%b8%aa%e6%8a%80%e6%9c%af%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e8%b7%a8%e5%b9%b3%e5%8f%b0%e5%ba%94%e7%94%a8%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32474.html","title":{"rendered":"\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u5982\u4f55\u652f\u6301\u8de8\u5e73\u53f0\u5e94\u7528\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/1b128314a3c68e4.jpg\" alt=\"\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u5982\u4f55\u652f\u6301\u8de8\u5e73\u53f0\u5e94\u7528\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u5f53\u4eca\u7684\u6570\u5b57\u5316\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7684\u5e94\u7528\u7cfb\u7edf\u65e9\u5df2\u7a81\u7834\u5355\u4e00\u5e73\u53f0\u7684\u8fb9\u754c\uff1a\u67d0\u4e2a\u7528\u6237\u7684\u8ba2\u5355\u8bf7\u6c42\u53ef\u80fd\u4ece\u79fb\u52a8\u7aef\u53d1\u8d77\uff0c\u7ecf\u8fc7Java\u7f16\u5199\u7684\u540e\u7aef\u5fae\u670d\u52a1\u5904\u7406\uff0c\u518d\u8c03\u7528Python\u5b9e\u73b0\u7684AI\u63a8\u8350\u7b97\u6cd5\uff0c\u6700\u7ec8\u7531\u4e91\u539f\u751f\u57fa\u7840\u8bbe\u65bd\u5b8c\u6210\u6570\u636e\u5b58\u50a8\u2014\u2014\u8fd9\u79cd\u8de8\u8bed\u8a00\u3001\u8de8\u6846\u67b6\u3001\u8de8\u73af\u5883\u7684\u590d\u6742\u8c03\u7528\u94fe\u8def\uff0c\u5df2\u6210\u4e3a\u73b0\u4ee3\u8f6f\u4ef6\u67b6\u6784\u7684\u5e38\u6001\u3002\u7136\u800c\uff0c\u5f53\u67d0\u4e2a\u73af\u8282\u51fa\u73b0\u6027\u80fd\u74f6\u9888\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u5f80\u5f80\u50cf\u9762\u5bf9\u4e00\u56e2\u7ea0\u7f20\u7684\u6bdb\u7ebf\u7403\uff0c<strong>\u96be\u4ee5\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90<\/strong>\u3002\u8fd9\u6b63\u662f<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f<\/strong>\u7684\u4ef7\u503c\u6240\u5728\u2014\u2014\u5b83\u5982\u540c\u4e3a\u7cfb\u7edf\u88c5\u4e0a\u4e86X\u5149\u673a\uff0c\u8ba9\u8de8\u5e73\u53f0\u5e94\u7528\u7684\u5168\u94fe\u8def\u76d1\u63a7\u53d8\u5f97\u900f\u660e\u4e14\u9ad8\u6548\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u56f0\u5883\u4e0e\u6280\u672f\u7a81\u7834\">\u4e00\u3001\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u56f0\u5883\u4e0e\u6280\u672f\u7a81\u7834<\/h3>\n<p>\u5728\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u4e2d\uff0c\u76d1\u63a7\u5de5\u5177\u53ea\u9700\u5173\u6ce8\u5355\u4e2a\u8fdb\u7a0b\u7684\u6027\u80fd\u6307\u6807\u3002\u4f46\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u7684\u666e\u53ca\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a5\u4e2a\u4ee5\u4e0a\u7684\u670d\u52a1\u8282\u70b9\uff0c\u6d89\u53ca.NET Core\u3001Node.js\u3001Go\u7b49\u4e0d\u540c\u6280\u672f\u6808\u3002\u67d0\u7535\u5546\u5e73\u53f0\u7684\u6848\u4f8b\u9887\u5177\u4ee3\u8868\u6027\uff1a\u5176\u79fb\u52a8\u7aef\u5e94\u7528\u51fa\u73b0\u54cd\u5e94\u5ef6\u8fdf\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u82b1\u8d393\u5929\u65f6\u95f4\u624d\u786e\u8ba4\u95ee\u9898\u6e90\u81ea\u67d0\u4e2aPython\u670d\u52a1\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u7248\u672c\u51b2\u7a81\u3002<\/p>\n<p><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\u7684\u7a81\u7834\u6027\u5728\u4e8e\u4e09\u70b9<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u5168\u94fe\u8def\u53ef\u89c6\u5316<\/strong>\uff1a\u901a\u8fc7\u552f\u4e00Trace ID\u4e32\u8054\u6240\u6709\u670d\u52a1\u8c03\u7528\uff0c\u65e0\u8bba\u670d\u52a1\u91c7\u7528Java\u8fd8\u662fRuby\u5b9e\u73b0\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u4f20\u64ad\u673a\u5236<\/strong>\uff1a\u501f\u52a9OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6\uff0c\u5b9e\u73b0\u8de8\u8bed\u8a00\u3001\u8de8\u534f\u8bae\u7684\u4e0a\u4e0b\u6587\u4f20\u9012\n<\/li>\n<li><strong>\u667a\u80fd\u91c7\u6837\u7b56\u7565<\/strong>\uff1a\u5728\u4fdd\u8bc1\u6570\u636e\u5b8c\u6574\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u964d\u4f4e\u6d77\u91cf\u8de8\u5ea6\uff08Span\uff09\u6570\u636e\u7684\u5b58\u50a8\u6210\u672c\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u6838\u5fc3\u539f\u7406-\u6784\u5efa\u8de8\u5e73\u53f0\u7684\u8ffd\u8e2a\u56fe\u8c31\">\u4e8c\u3001\u6838\u5fc3\u539f\u7406\uff1a\u6784\u5efa\u8de8\u5e73\u53f0\u7684\u8ffd\u8e2a\u56fe\u8c31<\/h3>\n<p>\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\u7684\u5de5\u4f5c\u673a\u5236\u53ef\u7c7b\u6bd4\u4e8e\u533b\u5b66\u9020\u5f71\u6280\u672f\u3002\u5f53\u7528\u6237\u53d1\u8d77\u8bf7\u6c42\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u751f\u6210\u5168\u5c40\u552f\u4e00\u7684<strong>Trace ID<\/strong>\uff0c\u6bcf\u4e2a\u670d\u52a1\u8282\u70b9\u5728\u5904\u7406\u65f6\u90fd\u4f1a\u521b\u5efa\u5305\u542b\u4ee5\u4e0b\u8981\u7d20\u7684<strong>Span<\/strong>\uff1a<\/p>\n<ul>\n<li>\u670d\u52a1\u540d\u79f0\uff08\u5982payment-service\uff09\n<\/li>\n<li>\u64cd\u4f5c\u7c7b\u578b\uff08HTTP\u8bf7\u6c42\/Database\u67e5\u8be2\uff09\n<\/li>\n<li>\u65f6\u95f4\u6233\uff08\u7cbe\u786e\u5230\u5fae\u79d2\u7ea7\uff09\n<\/li>\n<li>\u5173\u952e\u5143\u6570\u636e\uff08HTTP\u72b6\u6001\u7801\u3001SQL\u8bed\u53e5\u7b49\uff09\n<\/li>\n<\/ul>\n<p>\u4ee5\u5178\u578b\u7684\u7535\u5546\u4e0b\u5355\u573a\u666f\u4e3a\u4f8b\uff0c<strong>\u8de8\u5e73\u53f0\u8ffd\u8e2a\u7684\u5b9e\u73b0\u8def\u5f84<\/strong>\u8868\u73b0\u4e3a\uff1a<\/p>\n<ol>\n<li>iOS\u5ba2\u6237\u7aef\u901a\u8fc7HTTP\u5934\u6ce8\u5165X-B3-TraceId\n<\/li>\n<li>Spring Boot\u8ba2\u5355\u670d\u52a1\u901a\u8fc7gRPC\u8c03\u7528Go\u8bed\u8a00\u5e93\u5b58\u670d\u52a1\n<\/li>\n<li>Python\u98ce\u63a7\u670d\u52a1\u5f02\u6b65\u5904\u7406\u53cd\u6b3a\u8bc8\u68c0\u6d4b\n<\/li>\n<li>\u6240\u6709Span\u6570\u636e\u6700\u7ec8\u6c47\u805a\u5230\u7edf\u4e00\u7684\u53ef\u89c6\u5316\u5e73\u53f0\n<\/li>\n<\/ol>\n<p>\u8fd9\u79cd\u673a\u5236\u6210\u529f\u6253\u7834\u4e86\u6280\u672f\u6808\u7684\u58c1\u5792\uff0c\u4f7f\u5f97.NET\u670d\u52a1\u4e0eNode.js\u670d\u52a1\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u80fd\u50cf\u540c\u8bed\u8a00\u670d\u52a1\u4e00\u6837\u6e05\u6670\u5448\u73b0\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5173\u952e\u6280\u672f\u5b9e\u73b0\u8def\u5f84\">\u4e09\u3001\u5173\u952e\u6280\u672f\u5b9e\u73b0\u8def\u5f84<\/h3>\n<h4 id=\"1-\u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6\">1. \u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6<\/h4>\n<p><strong>OpenTelemetry<\/strong>\u5df2\u6210\u4e3a\u4e8b\u5b9e\u4e0a\u7684\u884c\u4e1a\u6807\u51c6\uff0c\u5176SDK\u8986\u76d6Java\u3001Python\u3001.NET\u7b4912\u79cd\u4e3b\u6d41\u8bed\u8a00\u3002\u67d0\u91d1\u878d\u673a\u6784\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u91c7\u7528\u7edf\u4e00\u91c7\u96c6\u89c4\u8303\u540e\uff0c\u5f02\u6784\u7cfb\u7edf\u7684\u76d1\u63a7\u6570\u636e\u6574\u5408\u6548\u7387\u63d0\u534770%\u3002<\/p>\n<h4 id=\"2-\u4e0a\u4e0b\u6587\u4f20\u64ad\u7684\u9b54\u6cd5\">2. \u4e0a\u4e0b\u6587\u4f20\u64ad\u7684\u9b54\u6cd5<\/h4>\n<p>\u8de8\u5e73\u53f0\u8ffd\u8e2a\u7684\u6838\u5fc3\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5728\u4e0d\u540c\u6280\u672f\u6808\u95f4\u4f20\u9012\u4e0a\u4e0b\u6587\u3002\u89e3\u51b3\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>HTTP\u5934\u6ce8\u5165<\/strong>\uff08\u5982uber-trace-id\uff09\n<\/li>\n<li><strong>\u6d88\u606f\u961f\u5217\u5c5e\u6027\u6269\u5c55<\/strong>\uff08Kafka Header\u3001RabbitMQ\u5c5e\u6027\uff09\n<\/li>\n<li><strong>RPC\u6846\u67b6\u6269\u5c55<\/strong>\uff08gRPC Metadata\u3001Dubbo Attachment\uff09\n<\/li>\n<\/ul>\n<p>\u5f53Java\u670d\u52a1\u901a\u8fc7Kafka\u5411Python\u670d\u52a1\u53d1\u9001\u6d88\u606f\u65f6\uff0c\u8ffd\u8e2a\u4fe1\u606f\u4f1a\u4ee5\u4e8c\u8fdb\u5236\u683c\u5f0f\u5199\u5165\u6d88\u606f\u5934\uff0c\u786e\u4fdd\u7aef\u5230\u7aef\u94fe\u8def\u5b8c\u6574\u3002<\/p>\n<h4 id=\"3-\u667a\u80fd\u91c7\u6837\u4e0e\u5b58\u50a8\u4f18\u5316\">3. \u667a\u80fd\u91c7\u6837\u4e0e\u5b58\u50a8\u4f18\u5316<\/h4>\n<p>\u9762\u5bf9\u6bcf\u79d2\u767e\u4e07\u7ea7\u7684Span\u6570\u636e\uff0c\u5168\u91cf\u91c7\u96c6\u65e2\u4e0d\u7ecf\u6d4e\u4e5f\u4e0d\u5fc5\u8981\u3002<strong>\u52a8\u6001\u91c7\u6837\u7b56\u7565<\/strong>\u53ef\u6839\u636e\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\u7b49\u6307\u6807\u667a\u80fd\u8c03\u6574\u91c7\u6837\u7387\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u91c7\u7528\u81ea\u9002\u5e94\u91c7\u6837\u540e\uff0c\u5b58\u50a8\u6210\u672c\u964d\u4f4e60%\u7684\u540c\u65f6\uff0c\u5173\u952e\u8def\u5f84\u7684\u8986\u76d6\u7387\u4fdd\u630198%\u4ee5\u4e0a\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5178\u578b\u5e94\u7528\u573a\u666f\u89e3\u6790\">\u56db\u3001\u5178\u578b\u5e94\u7528\u573a\u666f\u89e3\u6790<\/h3>\n<h4 id=\"1-\u6027\u80fd\u74f6\u9888\u5b9a\u4f4d\">1. 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style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/a><\/h4>\n<p>\u5f53Python\u6570\u636e\u5206\u6790\u670d\u52a1\u51fa\u73b0\u5185\u5b58\u6cc4\u9732\u65f6\uff0c\u8ffd\u8e2a\u7cfb\u7edf\u663e\u793a\u5f02\u5e38\u8bf7\u6c42\u5747\u7ecf\u8fc7\u67d0\u4e2a\u7279\u5b9a\u7684Go\u8bed\u8a00\u7f51\u5173\u7248\u672c\u3002\u8fd9\u79cd<strong>\u8de8\u8bed\u8a00\u5173\u8054\u5206\u6790<\/strong>\u5c06MTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u4ece6\u5c0f\u65f6\u7f29\u77ed\u81f345\u5206\u949f\u3002<\/p>\n<h4 id=\"3-\u5bb9\u91cf\u89c4\u5212\u652f\u6301\">3. \u5bb9\u91cf\u89c4\u5212\u652f\u6301<\/h4>\n<p>\u901a\u8fc7\u5206\u6790Java\u5fae\u670d\u52a1\u4e0eScala\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u8d44\u6e90\u6d88\u8017\u6a21\u5f0f\uff0c\u67d0\u8bc1\u5238\u4ea4\u6613\u5e73\u53f0\u6210\u529f\u9884\u6d4b\u5230\u7279\u5b9a\u670d\u52a1\u7ec4\u5408\u5728\u884c\u60c5\u6ce2\u52a8\u65f6\u7684\u8d44\u6e90\u9700\u6c42\uff0c\u63d0\u524d\u5b8c\u6210\u5f39\u6027\u6269\u5bb9\u3002<\/p>\n<hr>\n<h3 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