{"id":32489,"date":"2025-03-04T10:15:45","date_gmt":"2025-03-04T02:15:45","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32489"},"modified":"2025-03-04T10:15:45","modified_gmt":"2025-03-04T02:15:45","slug":"%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e4%b8%8e%e4%bc%a0%e7%bb%9f%e7%9b%91%e6%8e%a7%e7%b3%bb%e7%bb%9f%e7%9a%84%e4%b8%bb%e8%a6%81%e5%8c%ba%e5%88%ab%e5%9c%a8%e5%93%aa%e9%87%8c%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32489.html","title":{"rendered":"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e0e\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u7684\u4e3b\u8981\u533a\u522b\u5728\u54ea\u91cc\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/7c9a272373916fd.jpg\" alt=\"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e0e\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u7684\u4e3b\u8981\u533a\u522b\u5728\u54ea\u91cc\uff1f\" 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style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\uff08Full-Stack Observability\uff09<\/strong>\u63a8\u4e0a\u6280\u672f\u821e\u53f0\u7684\u4e2d\u592e\u3002\u5b83\u7a76\u7adf\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u8fb9\u754c\uff1f\u8ba9\u6211\u4eec\u63ed\u5f00\u8fd9\u573a\u6280\u672f\u53d8\u9769\u7684\u6df1\u5c42\u903b\u8f91\u3002<\/p>\n<hr>\n<h3 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  target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027<\/strong>\u5f15\u5165\u4e86\u4e09\u5927\u6838\u5fc3\u6570\u636e\u6e90\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u6807<\/strong>\uff1a\u5ef6\u7eed\u5bf9\u7cfb\u7edf\u72b6\u6001\u7684\u91cf\u5316\u76d1\u6d4b\n<\/li>\n<li><strong>\u65e5\u5fd7\uff08Logs\uff09<\/strong>\uff1a\u8bb0\u5f55\u79bb\u6563\u4e8b\u4ef6\u7684\u5168\u6587\u672c\u4fe1\u606f\n<\/li>\n<li><strong>\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\uff1a\u8fd8\u539f\u8bf7\u6c42\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u5b8c\u6574\u8def\u5f84\n<\/li>\n<\/ul>\n<p>\u5f53\u7535\u5546\u4fc3\u9500\u5bfc\u81f4\u8ba2\u5355\u670d\u52a1\u5ef6\u8fdf\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u53ea\u4f1a\u53d1\u51fa\u201cAPI\u54cd\u5e94\u65f6\u95f4\u8d85\u6807\u201d\u8b66\u62a5\uff0c\u800c\u5168\u6808\u65b9\u6848\u80fd\u901a\u8fc7\u8ffd\u8e2a\u53d1\u73b0\u662f\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u7ade\u4e89\uff0c\u5e76\u901a\u8fc7\u65e5\u5fd7\u5b9a\u4f4d\u5230\u5177\u4f53\u7684\u6162\u67e5\u8be2\u8bed\u53e5\u3002\u8fd9\u79cd<strong>\u591a\u7ef4\u6570\u636e\u5173\u8054<\/strong>\u80fd\u529b\uff0c\u5c31\u50cf\u4e3a\u7cfb\u7edf\u88c5\u4e0a\u4e86CT\u626b\u63cf\u4eea\uff0c\u8ba9\u6545\u969c\u6839\u56e0\u65e0\u6240\u9041\u5f62\u3002<\/p>\n<hr>\n<h3 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id=\"\u4e09-\u4ece-\u5b64\u5c9b\u6570\u636e-\u5230-\u4e0a\u4e0b\u6587\u4e32\u8054-\u95ee\u9898\u5b9a\u4f4d\u7684\u6548\u7387\u98a0\u8986\">\u4e09\u3001\u4ece\u201c\u5b64\u5c9b\u6570\u636e\u201d\u5230\u201c\u4e0a\u4e0b\u6587\u4e32\u8054\u201d\uff1a\u95ee\u9898\u5b9a\u4f4d\u7684\u6548\u7387\u98a0\u8986<\/h3>\n<p>\u5728\u4f20\u7edf\u76d1\u63a7\u4f53\u7cfb\u4e2d\uff0c\u8fd0\u7ef4\u56e2\u961f\u5e38\u9677\u5165\u201c\u6570\u636e\u6cbc\u6cfd\u201d\uff1a\u7f51\u7edc\u56e2\u961f\u770b\u7740\u6d41\u91cf\u6ce2\u52a8\u56fe\u8868\uff0c\u5f00\u53d1\u56e2\u961f\u76ef\u7740JVM\u5806\u5185\u5b58\u76d1\u63a7\uff0c\u57fa\u7840\u8bbe\u65bd\u90e8\u95e8\u5173\u6ce8Kubernetes\u8282\u70b9\u72b6\u6001\u3002\u5f53\u51fa\u73b0\u8de8\u5c42\u95ee\u9898\u65f6\uff0c\u5404\u90e8\u95e8\u7684\u6570\u636e\u5b64\u5c9b\u4f1a\u5bfc\u81f4\u626f\u76ae\u548c\u8bef\u5224\u3002<\/p>\n<p><strong>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u7a81\u7834\u6027\u5728\u4e8e\u5efa\u7acb\u7edf\u4e00\u7684\u6570\u636e\u4e0a\u4e0b\u6587<\/strong>\uff1a<\/p>\n<ol>\n<li>\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a><\/strong>\u7b49\u6807\u51c6\u534f\u8bae\uff0c\u805a\u5408\u4e0d\u540c\u5c42\u7ea7\u7684\u6570\u636e\n<\/li>\n<li>\u5229\u7528<strong>\u670d\u52a1\u753b\u50cf\uff08Service Profiling\uff09<\/strong>\u6280\u672f\uff0c\u5c06\u4ee3\u7801\u7ea7\u6027\u80fd\u6570\u636e\u4e0e\u57fa\u7840\u8bbe\u65bd\u72b6\u6001\u5173\u8054\n<\/li>\n<li>\u6784\u5efa<strong>\u4e1a\u52a1\u65c5\u7a0b\u5730\u56fe\uff08Business Journey Map\uff09<\/strong>\uff0c\u628a\u6280\u672f\u6307\u6807\u8f6c\u5316\u4e3a\u7528\u6237\u4f53\u9a8c\u6307\u6807\n<\/li>\n<\/ol>\n<p>\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u7684\u5b9e\u8df5\u8bc1\u660e\u4e86\u8fd9\u79cd\u4ef7\u503c\uff1a\u5f53\u7528\u6237\u6295\u8bc9\u64ad\u653e\u5361\u987f\u65f6\uff0c\u8fd0\u7ef4\u4eba\u5458\u901a\u8fc7\u8ffd\u8e2a\u94fe\u8def\u53d1\u73b0CDN\u8282\u70b9\u5ef6\u8fdf\uff0c\u7ed3\u5408\u8be5\u533a\u57df\u7f51\u7edc\u8d28\u91cf\u65e5\u5fd7\uff0c\u6700\u7ec8\u5b9a\u4f4d\u5230ISP\u8def\u7531\u7b56\u7565\u53d8\u66f4\u2014\u2014\u8fd9\u79cd\u8de8\u4e94\u5c42\uff08\u5ba2\u6237\u7aef\u3001\u7f51\u7edc\u3001CDN\u3001\u670d\u52a1\u7aef\u3001\u6570\u636e\u5e93\uff09\u7684\u6545\u969c\u5b9a\u4f4d\uff0c\u5728\u4f20\u7edf\u76d1\u63a7\u4f53\u7cfb\u4e2d\u9700\u8981\u81f3\u5c112\u5929\uff0c\u800c\u5168\u6808\u65b9\u6848\u5c06\u5176\u538b\u7f29\u523020\u5206\u949f\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u4ece-\u7a33\u6001\u8fd0\u7ef4-\u5230-\u6df7\u6c8c\u9002\u5e94-\u6280\u672f\u54f2\u5b66\u7684\u8fdb\u5316\">\u56db\u3001\u4ece\u201c\u7a33\u6001\u8fd0\u7ef4\u201d\u5230\u201c\u6df7\u6c8c\u9002\u5e94\u201d\uff1a\u6280\u672f\u54f2\u5b66\u7684\u8fdb\u5316<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5efa\u7acb\u5728\u201c\u7cfb\u7edf\u5e94\u4fdd\u6301\u7a33\u5b9a\u201d\u7684\u5047\u8bbe\u4e0a\uff0c\u800c\u4e91\u539f\u751f\u73af\u5883\u672c\u8d28\u4e0a\u627f\u8ba4\u201c\u6545\u969c\u662f\u5e38\u6001\u201d\u3002\u8fd9\u79cd\u54f2\u5b66\u5dee\u5f02\u76f4\u63a5\u4f53\u73b0\u5728\u6280\u672f\u8bbe\u8ba1\u4e0a\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>\u7ef4\u5ea6<\/strong><\/th>\n<th><strong>\u4f20\u7edf\u76d1\u63a7<\/strong><\/th>\n<th><strong>\u5168\u6808\u53ef\u89c2\u6d4b\u6027<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u76d1\u63a7\u76ee\u6807<\/td>\n<td>\u786e\u4fdd\u7cfb\u7edf\u5b58\u6d3b<\/td>\n<td>\u7406\u89e3\u7cfb\u7edf\u884c\u4e3a<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u65f6\u6548\u6027<\/td>\n<td>\u5206\u949f\u7ea7\u91c7\u6837<\/td>\n<td>\u79d2\u7ea7\u6d41\u5f0f\u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>\u5206\u6790\u6df1\u5ea6<\/td>\n<td>\u8868\u9762\u73b0\u8c61\u8bb0\u5f55<\/td>\n<td>\u6839\u56e0\u63a8\u5bfc+\u5f71\u54cd\u9884\u6d4b<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u7528\u573a\u666f<\/td>\n<td>\u786e\u5b9a\u6027\u6545\u969c<\/td>\n<td>\u590d\u6742\u7cfb\u7edf\u7684\u4e0d\u786e\u5b9a\u6027<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4f8b\u5982\u5728\u81ea\u52a8\u5316\u6269\u7f29\u5bb9\u573a\u666f\u4e2d\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u56e0\u91c7\u96c6\u9891\u7387\u4e0d\u8db3\uff0c\u9519\u8fc7\u77ac\u65f6\u8d44\u6e90\u4e89\u62a2\u5bfc\u81f4\u7684\u6027\u80fd\u6296\u52a8\u3002\u800c\u5168\u6808\u65b9\u6848\u901a\u8fc7\u9ad8\u9891\u7387\u91c7\u6837\u548cAI\u5f02\u5e38\u68c0\u6d4b\uff0c\u80fd\u6355\u6349\u5230\u8fd9\u79cd\u201c\u77ac\u95f4\u8109\u52a8\u201d\uff0c\u5e76\u7ed3\u5408\u65e5\u5fd7\u4e2d\u7684\u7ebf\u7a0b\u963b\u585e\u8bb0\u5f55\uff0c\u6307\u5bfc\u4f18\u5316\u5bb9\u5668\u8c03\u5ea6\u7b56\u7565\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u5b9e\u65bd\u6311\u6218-\u4ece\u5de5\u5177\u5347\u7ea7\u5230\u7ec4\u7ec7\u53d8\u9769\">\u4e94\u3001\u5b9e\u65bd\u6311\u6218\uff1a\u4ece\u5de5\u5177\u5347\u7ea7\u5230\u7ec4\u7ec7\u53d8\u9769<\/h3>\n<p>\u5c3d\u7ba1\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4f18\u52bf\u663e\u8457\uff0c\u4f46\u4f01\u4e1a\u843d\u5730\u65f6\u9700\u8de8\u8d8a\u4e09\u91cd\u969c\u788d\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u6cbb\u7406<\/strong>\uff1a\u65e5\u5747TB\u7ea7\u7684\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\uff0c\u9700\u8981\u91cd\u65b0\u8bbe\u8ba1\u5b58\u50a8\u67b6\u6784\u4e0e\u6210\u672c\u63a7\u5236\u7b56\u7565\n<\/li>\n<li><strong>\u6280\u80fd\u8f6c\u578b<\/strong>\uff1a\u8fd0\u7ef4\u4eba\u5458\u9700\u638c\u63e1AIOps\u5de5\u5177\u94fe\uff0c\u5f00\u53d1\u8005\u8981\u5177\u5907\u7aef\u5230\u7aef\u7cfb\u7edf\u89c6\u89d2\n<\/li>\n<li><strong>\u7ec4\u7ec7\u534f\u540c<\/strong>\uff1a\u6253\u7834\u201c\u76d1\u63a7\u662f\u8fd0\u7ef4\u4e13\u5c5e\u201d\u7684\u601d\u7ef4\u5b9a\u5f0f\uff0c\u5efa\u7acb\u5f00\u53d1\u3001\u8fd0\u7ef4\u3001\u4e1a\u52a1\u90e8\u95e8\u7684\u5171\u4eab\u53ef\u89c2\u6d4b\u6587\u5316\n<\/li>\n<\/ol>\n<p>\u9886\u5148\u4f01\u4e1a\u6b63\u901a\u8fc7<strong>Observability as Code\uff08\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801\uff09<\/strong>\u7834\u89e3\u8fd9\u4e9b\u96be\u9898\u2014\u2014\u7528\u58f0\u660e\u5f0f\u914d\u7f6e\u5b9a\u4e49\u6570\u636e\u91c7\u96c6\u7b56\u7565\uff0c\u5c06\u76d1\u63a7\u903b\u8f91\u5d4c\u5165CI\/CD\u6d41\u6c34\u7ebf\uff0c\u4f7f\u53ef\u89c2\u6d4b\u6027\u6210\u4e3a\u8f6f\u4ef6\u4ea4\u4ed8\u7684\u81ea\u7136\u7ec4\u6210\u90e8\u5206\u3002<\/p>\n<hr>\n<p>\u5728\u667a\u80fd\u6c7d\u8f66\u884c\u4e1a\uff0c\u7279\u65af\u62c9\u901a\u8fc7\u5168\u6808\u53ef\u89c2\u6d4b\u4f53\u7cfb\uff0c\u80fd\u540c\u65f6\u8ffd\u8e2a\u8f66\u8f86\u4f20\u611f\u5668\u7684\u5b9e\u65f6\u6570\u636e\u3001\u7528\u6237\u64cd\u4f5c\u65e5\u5fd7\u548c\u4e91\u7aefAI\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u3002\u5f53\u81ea\u52a8\u9a7e\u9a76\u529f\u80fd\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u56de\u6eaf\u4ece\u7269\u7406\u4fe1\u53f7\u91c7\u96c6\u5230\u7b97\u6cd5\u51b3\u7b56\u7684\u5b8c\u6574\u94fe\u6761\u2014\u2014\u8fd9\u79cd\u80fd\u529b\uff0c\u6216\u8bb8\u6b63\u662f\u672a\u6765\u6240\u6709\u590d\u6742\u7cfb\u7edf\u8fd0\u7ef4\u7684\u6807\u914d\u3002\u5f53\u4f20\u7edf\u76d1\u63a7\u8fd8\u5728\u95ee\u201c\u7cfb\u7edf\u662f\u5426\u6d3b\u7740\u201d\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5df2\u5728\u601d\u8003\u201c\u7cfb\u7edf\u4e3a\u4ec0\u4e48\u8fd9\u6837\u8fd0\u884c\u201d\u3002\u8fd9\u573a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7684IT\u67b6\u6784\u6b63\u4ece\u5355\u4f53\u5e94\u7528\u5411\u5206\u5e03\u5f0f\u3001\u5fae\u670d\u52a1\u5316\u5feb\u901f\u6f14\u8fdb\u3002\u5f53\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u6a2a\u8de8\u6570\u5341\u4e2a\u670d\u52a1\u3001\u8de8\u8d8a\u591a\u4e2a\u4e91\u5e73\u53f0\u65f6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u4eea\u8868\u76d8\u7a81\u7136\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u2014\u2014\u660e\u660e\u6bcf\u4e2a\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u90fd\u663e\u793a\u6b63\u5e38\uff0c\u4f46\u7528\u6237\u5374\u9891\u7e41\u906d\u9047\u4ea4\u6613\u5931\u8d25\u3002\u8fd9\u79cd\u201c\u76d1\u63a7\u6570\u636e\u4e00\u5207\u6b63\u5e38\uff0c\u4e1a\u52a1\u6545\u969c\u771f\u5b9e\u5b58\u5728\u201d\u7684\u5272\u88c2\u611f\uff0c\u6b63\u5728\u5c06\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff08Full-Stack Observability\uff09\u63a8\u4e0a\u6280\u672f\u821e\u53f0\u7684\u4e2d\u592e\u3002\u5b83\u7a76\u7adf\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u8fb9\u754c\uff1f\u8ba9\u6211\u4eec\u63ed\u5f00\u8fd9\u573a\u6280\u672f\u53d8\u9769\u7684\u6df1\u5c42\u903b\u8f91\u3002 \u4e00\u3001\u4ece\u201c\u5355\u4e00\u7ef4\u5ea6\u201d\u5230\u201c\u4e09\u7ef4\u900f\u89c6\u201d\uff1a\u6570\u636e\u91c7\u96c6\u7684\u9769\u547d \u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u4ee5\u6307\u6807\uff08Metrics\uff09\u4e3a\u6838\u5fc3\uff0c\u4e13\u6ce8\u4e8eCPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u7b49\u786c\u4ef6\u8d44\u6e90\uff0c\u6216API\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7387\u7b49\u5e94\u7528\u7ea7\u6570\u636e\u3002\u8fd9\u79cd\u6a21\u5f0f\u5728\u865a\u62df\u673a\u65f6\u4ee3\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5f53\u9762\u5bf9\u5bb9\u5668\u5316\u3001\u65e0\u670d\u52a1\u5668\u67b6\u6784\u65f6\uff0c\u4ec5\u51ed\u6298\u7ebf\u56fe\u5df2\u65e0\u6cd5\u89e3\u91ca\u201c\u4e3a\u4ec0\u4e48\u81ea\u52a8\u6269\u5bb9\u540e\u767b\u5f55\u529f\u80fd\u7a81\u7136\u53d8\u6162\u201d\u3002 \u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5f15\u5165\u4e86\u4e09\u5927\u6838\u5fc3\u6570\u636e\u6e90\uff1a \u6307\u6807\uff1a\u5ef6\u7eed\u5bf9\u7cfb\u7edf\u72b6\u6001\u7684\u91cf\u5316\u76d1\u6d4b \u65e5\u5fd7\uff08Logs\uff09\uff1a\u8bb0\u5f55\u79bb\u6563\u4e8b\u4ef6\u7684\u5168\u6587\u672c\u4fe1\u606f \u8ffd\u8e2a\uff08Traces\uff09\uff1a\u8fd8\u539f\u8bf7\u6c42\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u5b8c\u6574\u8def\u5f84 \u5f53\u7535\u5546\u4fc3\u9500\u5bfc\u81f4\u8ba2\u5355\u670d\u52a1\u5ef6\u8fdf\uff0c\u4f20\u7edf\u76d1\u63a7\u53ef\u80fd\u53ea\u4f1a\u53d1\u51fa\u201cAPI\u54cd\u5e94\u65f6\u95f4\u8d85\u6807\u201d\u8b66\u62a5\uff0c\u800c\u5168\u6808\u65b9\u6848\u80fd\u901a\u8fc7\u8ffd\u8e2a\u53d1\u73b0\u662f\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u7ade\u4e89\uff0c\u5e76\u901a\u8fc7\u65e5\u5fd7\u5b9a\u4f4d\u5230\u5177\u4f53\u7684\u6162\u67e5\u8be2\u8bed\u53e5\u3002\u8fd9\u79cd\u591a\u7ef4\u6570\u636e\u5173\u8054\u80fd\u529b\uff0c\u5c31\u50cf\u4e3a\u7cfb\u7edf\u88c5\u4e0a\u4e86CT\u626b\u63cf\u4eea\uff0c\u8ba9\u6545\u969c\u6839\u56e0\u65e0\u6240\u9041\u5f62\u3002 \u4e8c\u3001\u4ece\u201c\u4e8b\u540e\u544a\u8b66\u201d\u5230\u201c\u4e8b\u524d\u6d1e\u5bdf\u201d\uff1a\u5206\u6790\u8303\u5f0f\u7684\u8dc3\u8fc1 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