{"id":34159,"date":"2025-03-10T16:46:54","date_gmt":"2025-03-10T08:46:54","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34159"},"modified":"2025-03-10T16:46:54","modified_gmt":"2025-03-10T08:46:54","slug":"%e5%85%a8%e6%99%af%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%a4%9a%e8%af%ad%e8%a8%80%e5%ba%94%e7%94%a8%e7%9a%84%e5%88%86%e6%9e%90%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34159.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u591a\u8bed\u8a00\u5e94\u7528\u7684\u5206\u6790\uff1f"},"content":{"rendered":"

\n

\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u652f\u6301\u591a\u8bed\u8a00\u5e94\u7528\u7684\u5206\u6790\uff1f\"<\/p>\n<\/p>\n

\u524d\u8a00<\/strong>
\n\u5728\u5168\u7403\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u591a\u8bed\u8a00\u5e94\u7528\u5df2\u6210\u4e3a\u4f01\u4e1a\u62d3\u5c55\u56fd\u9645\u5e02\u573a\u7684\u6838\u5fc3\u5de5\u5177\u3002\u65e0\u8bba\u662f\u8de8\u5883\u7535\u5546\u3001\u91d1\u878d\u79d1\u6280\u8fd8\u662f\u793e\u4ea4\u5e73\u53f0\uff0c\u652f\u6301\u591a\u8bed\u8a00\u73af\u5883\u7684\u5e94\u7528\u7a0b\u5e8f\u9700\u8981\u5e94\u5bf9\u590d\u6742\u7684\u6027\u80fd\u6311\u6218\uff1a\u4ece\u4ee3\u7801\u517c\u5bb9\u6027\u5230\u7528\u6237\u5730\u57df\u5dee\u5f02\uff0c\u4ece\u670d\u52a1\u5668\u8d1f\u8f7d\u5230\u54cd\u5e94\u5ef6\u8fdf\uff0c\u6bcf\u4e00\u4e2a\u73af\u8282\u90fd\u53ef\u80fd\u56e0\u8bed\u8a00\u548c\u5730\u533a\u7684\u591a\u6837\u6027\u800c\u653e\u5927\u95ee\u9898\u3002
\n\u4f20\u7edf\u7684\u6027\u80fd\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u6280\u672f\u6808\u6216\u533a\u57df\uff0c\u96be\u4ee5\u5168\u9762\u6355\u6349\u591a\u8bed\u8a00\u6df7\u5408\u73af\u5883\u4e0b\u7684\u6027\u80fd\u74f6\u9888\u3002\u6b64\u65f6\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff08Full-Stack Performance Monitoring\uff09<\/strong>\u7684\u4ef7\u503c\u6108\u53d1\u51f8\u663e\u2014\u2014\u5b83\u4e0d\u4ec5\u80fd\u591f\u7a7f\u900f\u4ee3\u7801\u3001\u57fa\u7840\u8bbe\u65bd\u4e0e\u7528\u6237\u4f53\u9a8c\u7684\u8fb9\u754c\uff0c\u8fd8\u80fd\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u5206\u6790\uff0c\u4e3a\u591a\u8bed\u8a00\u5e94\u7528\u7684\u4f18\u5316\u63d0\u4f9b\u7cbe\u51c6\u822a\u6807\u3002<\/p>\n

\n

\u4e00\u3001\u591a\u8bed\u8a00\u5e94\u7528\u6027\u80fd\u6311\u6218\u7684\u72ec\u7279\u6027<\/strong><\/h3>\n

\u591a\u8bed\u8a00\u5e94\u7528\u901a\u5e38\u6d89\u53ca\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08\u5982Java\u3001Python\u3001Go\u3001Node.js\u7b49\uff09\u7684\u6df7\u5408\u67b6\u6784\uff0c\u540c\u65f6\u9700\u8981\u9002\u914d\u4e0d\u540c\u5730\u533a\u7684\u7f51\u7edc\u73af\u5883\u3001\u8bbe\u5907\u7c7b\u578b\u53ca\u7528\u6237\u4e60\u60ef\u3002\u8fd9\u79cd\u590d\u6742\u6027\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90\u66f4\u52a0\u9690\u853d\uff1a<\/p>\n

    \n
  1. \u8de8\u8bed\u8a00\u8c03\u7528\u94fe\u65ad\u88c2<\/strong>\uff1a\u4f8b\u5982\uff0c\u4e00\u4e2a\u7528Python\u7f16\u5199\u7684\u652f\u4ed8\u670d\u52a1\u8c03\u7528Java\u540e\u7aef\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u56e0\u534f\u8bae\u4e0d\u517c\u5bb9\u800c\u4e22\u5931\u5173\u952e\u94fe\u8def\u6570\u636e\u3002\n<\/li>\n
  2. \u8d44\u6e90\u6d88\u8017\u7684\u5dee\u5f02\u6027<\/strong>\uff1a\u4e0d\u540c\u8bed\u8a00\u5bf9\u5185\u5b58\u3001CPU\u7684\u5360\u7528\u6a21\u5f0f\u5dee\u5f02\u663e\u8457\uff0c\u82e5\u7f3a\u4e4f\u7edf\u4e00\u89c6\u89d2\uff0c\u96be\u4ee5\u5b9a\u4f4d\u8d44\u6e90\u6cc4\u6f0f\u7684\u201c\u7f6a\u9b41\u7978\u9996\u201d\u3002\n<\/li>\n
  3. \u5730\u57df\u5316\u6027\u80fd\u8870\u51cf<\/strong>\uff1a\u4e1c\u5357\u4e9a\u7528\u6237\u8bbf\u95ee\u6b27\u6d32\u670d\u52a1\u5668\u65f6\uff0c\u7f51\u7edc\u5ef6\u8fdf\u53ef\u80fd\u56e0\u8bed\u8a00\u7248\u672c\u52a0\u8f7d\u7b56\u7565\u4e0d\u5f53\u800c\u52a0\u5267\u3002\n<\/li>\n<\/ol>\n

    \u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\u7684\u6838\u5fc3\u7a81\u7834<\/strong>\uff0c\u5728\u4e8e\u901a\u8fc7\u5168\u6808\u57cb\u70b9<\/strong>\u4e0e\u667a\u80fd\u5173\u8054\u5206\u6790<\/strong>\uff0c\u5c06\u5206\u6563\u5728\u591a\u8bed\u8a00\u6a21\u5757\u3001\u4e91\u670d\u52a1\u53ca\u7ec8\u7aef\u8bbe\u5907\u7684\u6570\u636e\u6574\u5408\u4e3a\u8fde\u8d2f\u7684\u6027\u80fd\u56fe\u8c31\uff0c\u4ece\u800c\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n

    \n

    \u4e8c\u3001\u5168\u666f\u76d1\u63a7\u5982\u4f55\u7a7f\u900f\u591a\u8bed\u8a00\u6280\u672f\u6808<\/strong><\/h3>\n

    1. \u4ee3\u7801\u7ea7\u7684\u8de8\u8bed\u8a00\u8ffd\u8e2a<\/strong><\/h4>\n

    \u5728\u591a\u8bed\u8a00\u67b6\u6784\u4e2d\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8aPython\u7684\u6570\u636e\u5904\u7406\u5c42\u3001Java\u7684\u4e1a\u52a1\u903b\u8f91\u5c42\u4ee5\u53caGo\u7684\u5fae\u670d\u52a1\u5c42\u3002\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff08Distributed Tracing\uff09<\/strong>\u6280\u672f\u901a\u8fc7\u6ce8\u5165\u552f\u4e00\u6807\u8bc6\u7b26\uff08Trace ID\uff09\uff0c\u53ef\u5b8c\u6574\u8fd8\u539f\u8bf7\u6c42\u5728\u5f02\u6784\u7cfb\u7edf\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u5f00\u6e90\u5de5\u5177Jaeger\u548c\u5546\u4e1a\u5e73\u53f0Datadog\u5747\u652f\u6301\u591a\u8bed\u8a00SDK\uff0c\u80fd\u591f\u81ea\u52a8\u6355\u83b7\u5404\u8282\u70b9\u7684\u8017\u65f6\u3001\u9519\u8bef\u53ca\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n

    \u5178\u578b\u6848\u4f8b<\/em>\uff1a\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u5f15\u5165\u8de8\u8bed\u8a00\u8ffd\u8e2a\uff0c\u53d1\u73b0\u4e2d\u6587\u7248\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf\u7684\u6839\u6e90\u7adf\u662fPython\u7ffb\u8bd1\u670d\u52a1\u4e0eGo\u63a8\u8350\u5f15\u64ce\u95f4\u7684HTTP\u8d85\u65f6\u914d\u7f6e\u51b2\u7a81\uff0c\u4f18\u5316\u540e\u9996\u5c4f\u6e32\u67d3\u901f\u5ea6\u63d0\u534740%\u3002<\/p>\n

    2. \u7edf\u4e00\u6307\u6807\u91c7\u96c6\u4e0e\u5173\u8054\u5206\u6790<\/strong><\/h4>\n

    \u4e0d\u540c\u8bed\u8a00\u5f00\u53d1\u7684\u6a21\u5757\u53ef\u80fd\u4f7f\u7528\u5dee\u5f02\u5316\u7684\u76d1\u63a7\u6307\u6807\uff08\u5982JVM\u5806\u5185\u5b58\u3001Python\u7684GIL\u9501\u7ade\u4e89\uff09\u3002\u5168\u666f\u76d1\u63a7\u901a\u8fc7\u5b9a\u4e49\u6807\u51c6\u5316\u7684\u6307\u6807\u6a21\u578b\uff08\u5982RED\u65b9\u6cd5\uff1a\u901f\u7387\u3001\u9519\u8bef\u3001\u8017\u65f6\uff09\uff0c\u5c06\u5f02\u6784\u6570\u636e\u5f52\u4e00\u5316\u5904\u7406\u3002\u4f8b\u5982\uff0cPrometheus<\/a><\/strong>\u7ed3\u5408\u591a\u8bed\u8a00\u5bfc\u51fa\u5668\uff08Exporter\uff09\uff0c\u53ef\u5c06Ruby\u5e94\u7528\u7684GC\u65f6\u95f4\u4e0eNode.js\u4e8b\u4ef6\u5faa\u73af\u5ef6\u8fdf\u7edf\u4e00\u7eb3\u5165\u540c\u4e00\u4eea\u8868\u76d8\u3002<\/p>\n

    \u5173\u952e\u4ef7\u503c<\/strong>\uff1a\u5f53\u897f\u73ed\u7259\u8bed\u7528\u6237\u63d0\u4ea4\u8ba2\u5355\u65f6\u51fa\u73b0\u8d85\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u5173\u8054\u6570\u636e\u5e93\uff08MySQL\uff09\u3001\u7f13\u5b58\uff08Redis\uff09\u53ca\u524d\u7aef\uff08React\uff09\u7684\u6307\u6807\uff0c\u5feb\u901f\u8bc6\u522b\u662fJava\u670d\u52a1\u7ebf\u7a0b\u6c60\u8017\u5c3d\uff0c\u8fd8\u662f\u897f\u73ed\u7259\u8bed\u5185\u5bb9CDN\u8282\u70b9\u5f02\u5e38\u3002<\/p>\n

    3. \u7528\u6237\u4f53\u9a8c\u7684\u5168\u7403\u5316\u6d1e\u5bdf<\/strong><\/h4>\n

    \u591a\u8bed\u8a00\u5e94\u7528\u9700\u9762\u5bf9\u5168\u7403\u7528\u6237\u7684\u591a\u6837\u5316\u73af\u5883\uff1a\u5357\u7f8e\u7528\u6237\u7684\u4f4e\u7aef\u5b89\u5353\u8bbe\u5907\u3001\u4e2d\u4e1c\u5730\u533a\u7684\u9ad8\u5ef6\u8fdf\u7f51\u7edc\u3001\u4e1c\u4e9a\u8fd0\u8425\u5546DNS\u52ab\u6301\u7b49\u3002\u771f\u5b9e\u7528\u6237\u76d1\u63a7\uff08RUM\uff09<\/strong>\u7ed3\u5408\u5730\u57df\u3001\u8bed\u8a00\u3001\u8bbe\u5907\u7ef4\u5ea6\uff0c\u53ef\u91cf\u5316\u4e0d\u540c\u7528\u6237\u7fa4\u7684\u6027\u80fd\u4f53\u9a8c\u3002\u4f8b\u5982\uff0cNew Relic\u7684RUM\u5de5\u5177\u80fd\u591f\u533a\u5206\u201c\u6cd5\u8bed\u7528\u6237\u4f7f\u7528iOS 15\u57284G\u7f51\u7edc\u4e0b\u7684API\u5931\u8d25\u7387\u201d\uff0c\u8fdb\u800c\u6307\u5bfc\u9488\u5bf9\u6027\u4f18\u5316\u3002<\/p>\n

    \n

    \u4e09\u3001\u4ece\u6570\u636e\u5230\u51b3\u7b56\uff1a\u9a71\u52a8\u591a\u8bed\u8a00\u5e94\u7528\u7684\u6027\u80fd\u4f18\u5316<\/strong><\/h3>\n

    \u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u53d1\u73b0\u95ee\u9898\uff0c\u66f4\u5728\u4e8e\u63d0\u4f9b\u53ef\u843d\u5730\u7684\u4f18\u5316\u7b56\u7565\u3002\u4ee5\u4e0b\u662f\u4e09\u4e2a\u5178\u578b\u573a\u666f\uff1a<\/p>\n

    1. \u8bed\u8a00\u5305\u52a0\u8f7d\u6027\u80fd\u4f18\u5316<\/strong><\/h4>\n

    \u591a\u8bed\u8a00\u5e94\u7528\u5e38\u901a\u8fc7\u52a8\u6001\u52a0\u8f7d\u8bed\u8a00\u5305\u5b9e\u73b0\u672c\u5730\u5316\uff0c\u4f46\u8fc7\u5ea6\u62c6\u5206\u6216\u672a\u538b\u7f29\u7684JSON\u6587\u4ef6\u53ef\u80fd\u5bfc\u81f4\u9996\u5c4f\u5ef6\u8fdf\u3002\u901a\u8fc7\u8d44\u6e90\u52a0\u8f7d\u7011\u5e03\u56fe\u5206\u6790<\/strong>\uff0c\u53ef\u8bc6\u522b\u4e0d\u540c\u8bed\u8a00\u7248\u672c\u7684\u8d44\u6e90\u52a0\u8f7d\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u67d0\u793e\u4ea4\u5e94\u7528\u53d1\u73b0\u5fb7\u8bed\u5305\u56e0\u5305\u542b\u957f\u590d\u5408\u8bcd\u5bfc\u81f4\u6587\u4ef6\u4f53\u79ef\u8fc7\u5927\uff0c\u6539\u7528\u6309\u9700\u52a0\u8f7d\u540e\uff0c\u5fb7\u56fd\u7528\u6237\u8df3\u51fa\u7387\u4e0b\u964d22%\u3002<\/p>\n

    2. \u5fae\u670d\u52a1\u67b6\u6784\u7684\u5bb9\u91cf\u89c4\u5212<\/strong><\/h4>\n

    \u5f53\u82f1\u8bed\u7528\u6237\u8bf7\u6c42\u91cf\u6fc0\u589e\u65f6\uff0c\u7531Ruby\u7f16\u5199\u7684\u63a8\u8350\u670d\u52a1\u53ef\u80fd\u51fa\u73b0CPU\u74f6\u9888\uff0c\u800cGo\u7f16\u5199\u7684\u652f\u4ed8\u670d\u52a1\u4ecd\u6709\u4f59\u529b\u3002\u5168\u666f\u76d1\u63a7\u7684\u52a8\u6001\u57fa\u7ebf\uff08Dynamic Baseline\uff09<\/strong>\u529f\u80fd\uff0c\u53ef\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u5404\u8bed\u8a00\u670d\u52a1\u7684\u8d1f\u8f7d\u9608\u503c\uff0c\u5e76\u81ea\u52a8\u89e6\u53d1\u6c34\u5e73\u6269\u5c55\u3002<\/p>\n

    3. \u7b2c\u4e09\u65b9\u4f9d\u8d56\u7684\u98ce\u9669\u7ba1\u63a7<\/strong><\/h4>\n

    \u591a\u8bed\u8a00\u5e94\u7528\u5e38\u4f9d\u8d56\u7ffb\u8bd1API\u3001\u5730\u57df\u5316\u652f\u4ed8\u7f51\u5173\u7b49\u7b2c\u4e09\u65b9\u670d\u52a1\u3002\u901a\u8fc7\u4f9d\u8d56\u62d3\u6251\u56fe<\/strong>\uff0c\u53ef\u5b9e\u65f6\u76d1\u63a7\u8fd9\u4e9b\u5916\u90e8\u7ec4\u4ef6\u7684\u54cd\u5e94\u65f6\u95f4\u4e0e\u9519\u8bef\u7387\u3002\u4f8b\u5982\uff0c\u67d0\u65c5\u6e38\u5e73\u53f0\u53d1\u73b0\u963f\u62c9\u4f2f\u8bed\u7248\u672c\u56e0\u8c03\u7528\u67d0\u7ffb\u8bd1\u670d\u52a1\u8d85\u65f6\u5bfc\u81f4\u8ba2\u5355\u6d41\u5931\u540e\uff0c\u5feb\u901f\u5207\u6362\u5907\u7528\u4f9b\u5e94\u5546\uff0c\u633d\u56de15%\u8425\u6536\u3002<\/p>\n

    \n

    \u56db\u3001\u6280\u672f\u9009\u578b\u4e0e\u5b9e\u65bd\u5efa\u8bae<\/strong><\/h3>\n

    \u9009\u62e9\u5168\u666f\u6027\u80fd\u76d1\u63a7\u65b9\u6848\u65f6\uff0c\u9700\u91cd\u70b9\u5173\u6ce8\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n

      \n
    • \u591a\u8bed\u8a00SDK\u8986\u76d6\u5ea6<\/strong>\uff1a\u662f\u5426\u652f\u6301C++\u3001Rust\u7b49\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\uff1f\n<\/li>\n
    • \u6570\u636e\u5173\u8054\u7684\u667a\u80fd\u5316<\/strong>\uff1a\u80fd\u5426\u81ea\u52a8\u5c06Java\u7ebf\u7a0b\u963b\u585e\u4e0e\u524d\u7aef\u767d\u5c4f\u76f8\u5173\u8054\uff1f\n<\/li>\n
    • \u5408\u89c4\u4e0e\u9690\u79c1\u4fdd\u62a4<\/strong>\uff1a\u6b27\u76df\u7528\u6237\u7684\u6570\u636e\u662f\u5426\u6ee1\u8db3GDPR\u5b58\u50a8\u8981\u6c42\uff1f\n<\/li>\n<\/ul>\n

      \u5b9e\u65bd\u8def\u5f84\u5efa\u8bae<\/em>\uff1a<\/p>\n

        \n
      1. \u4ece\u6838\u5fc3\u94fe\u8def\u8bd5\u70b9<\/strong>\uff1a\u4f18\u5148\u76d1\u63a7\u82f1\u8bed\u3001\u4e2d\u6587\u7b49\u4e3b\u8981\u8bed\u8a00\u7248\u672c\u7684\u4ea4\u6613\u6d41\u7a0b\u3002\n<\/li>\n
      2. \u5efa\u7acb\u6027\u80fd\u57fa\u7ebf<\/strong>\uff1a\u5b9a\u4e49\u5404\u8bed\u8a00\u670d\u52a1\u7684SLA\uff08\u5982\u65e5\u8bedAPI 99.9%\u53ef\u7528\u6027\uff09\u3002\n<\/li>\n
      3. \u6301\u7eed\u8fed\u4ee3\u7b56\u7565<\/strong>\uff1a\u901a\u8fc7A\/B\u6d4b\u8bd5\u9a8c\u8bc1\u76d1\u63a7\u9a71\u52a8\u7684\u4f18\u5316\u6548\u679c\u3002\n<\/li>\n<\/ol>\n
        \n

        \u5199\u5728\u6700\u540e<\/strong>
        \n\u5728\u5168\u7403\u5316\u7ade\u4e89\u4e0e\u7528\u6237\u4f53\u9a8c\u81f3\u4e0a\u7684\u53cc\u91cd\u538b\u529b\u4e0b\uff0c\u591a\u8bed\u8a00\u5e94\u7528\u7684\u6027\u80fd\u95ee\u9898\u5df2\u4ece\u6280\u672f\u6311\u6218\u5347\u7ea7\u4e3a\u5546\u4e1a\u98ce\u9669\u3002\u901a\u8fc7\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u201c\u4e0a\u5e1d\u89c6\u89d2\u201d\uff0c\u4f01\u4e1a\u4e0d\u4ec5\u80fd\u6839\u9664\u9690\u853d\u7684\u6027\u80fd\u74f6\u9888\uff0c\u8fd8\u80fd\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u8de8\u8bed\u8a00\u3001\u8de8\u5730\u57df\u7684\u589e\u957f\u52a8\u80fd\u2014\u2014\u800c\u8fd9\uff0c\u6b63\u662f\u667a\u80fd\u65f6\u4ee3\u6280\u672f\u9a71\u52a8\u7684\u672c\u8d28\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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\u591a\u8bed\u8a00\u5e94\u7528\u901a\u5e38\u6d89\u53ca\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08\u5982Java\u3001Python\u3001Go\u3001Node.js\u7b49\uff09\u7684\u6df7\u5408\u67b6\u6784\uff0c\u540c\u65f6\u9700\u8981\u9002\u914d\u4e0d\u540c\u5730\u533a\u7684\u7f51\u7edc\u73af\u5883\u3001\u8bbe\u5907\u7c7b\u578b\u53ca\u7528\u6237\u4e60\u60ef\u3002\u8fd9\u79cd\u590d\u6742\u6027\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90\u66f4\u52a0\u9690\u853d\uff1a \u8de8\u8bed\u8a00\u8c03\u7528\u94fe\u65ad\u88c2\uff1a\u4f8b\u5982\uff0c\u4e00\u4e2a\u7528Python\u7f16\u5199\u7684\u652f\u4ed8\u670d\u52a1\u8c03\u7528Java\u540e\u7aef\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u56e0\u534f\u8bae\u4e0d\u517c\u5bb9\u800c\u4e22\u5931\u5173\u952e\u94fe\u8def\u6570\u636e\u3002 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\u4e8c\u3001\u5168\u666f\u76d1\u63a7\u5982\u4f55\u7a7f\u900f\u591a\u8bed\u8a00\u6280\u672f\u6808 1. \u4ee3\u7801\u7ea7\u7684\u8de8\u8bed\u8a00\u8ffd\u8e2a \u5728\u591a\u8bed\u8a00\u67b6\u6784\u4e2d\uff0c\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8aPython\u7684\u6570\u636e\u5904\u7406\u5c42\u3001Java\u7684\u4e1a\u52a1\u903b\u8f91\u5c42\u4ee5\u53caGo\u7684\u5fae\u670d\u52a1\u5c42\u3002\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff08Distributed Tracing\uff09\u6280\u672f\u901a\u8fc7\u6ce8\u5165\u552f\u4e00\u6807\u8bc6\u7b26\uff08Trace ID\uff09\uff0c\u53ef\u5b8c\u6574\u8fd8\u539f\u8bf7\u6c42\u5728\u5f02\u6784\u7cfb\u7edf\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u5f00\u6e90\u5de5\u5177Jaeger\u548c\u5546\u4e1a\u5e73\u53f0Datadog\u5747\u652f\u6301\u591a\u8bed\u8a00SDK\uff0c\u80fd\u591f\u81ea\u52a8\u6355\u83b7\u5404\u8282\u70b9\u7684\u8017\u65f6\u3001\u9519\u8bef\u53ca\u4f9d\u8d56\u5173\u7cfb\u3002 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