{"id":10006756,"date":"2022-10-28T09:54:03","date_gmt":"2022-10-28T01:54:03","guid":{"rendered":"https:\/\/ityet.com\/?p=10006756"},"modified":"2022-10-28T09:54:03","modified_gmt":"2022-10-28T01:54:03","slug":"elk-%e6%90%ad%e5%bb%ba-tb-%e7%ba%a7%e6%b5%b7%e9%87%8f%e6%97%a5%e5%bf%97%e7%9b%91%e6%8e%a7%e7%b3%bb%e7%bb%9f%ef%bc%8c%e8%bf%99%e4%b8%aa%e5%a4%aa%e5%bc%ba%e4%ba%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10006756","title":{"rendered":"ELK \u642d\u5efa TB \u7ea7\u6d77\u91cf\u65e5\u5fd7\u76d1\u63a7\u7cfb\u7edf\uff0c\u8fd9\u4e2a\u592a\u5f3a\u4e86\uff01"},"content":{"rendered":"<p>\u4f5c\u8005\uff1a\u975e\u6d32\u7f9a\u7f8a\/<br \/>\u6765\u6e90\uff1awww.cnblogs.com\/dengbangpang\/p\/12961593.html<\/p>\n<p>\u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u600e\u4e48\u4f7f\u7528 ELK Stack \u5e2e\u52a9\u6211\u4eec\u6253\u9020\u4e00\u4e2a\u652f\u6491\u8d77\u65e5\u4ea7 TB \u7ea7\u7684\u65e5\u5fd7\u76d1\u63a7\u7cfb\u7edf\u3002\u5f88\u591a\u7ec6\u8282\u77e5\u8bc6\uff0c\u4e00\u7bc7\u6587\u7ae0\u662f\u4e0d\u591f\u7684\uff0c\u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u4e86\u6838\u5fc3\u77e5\u8bc6\u70b9\u3002<\/p>\n<p>\u5728\u4f01\u4e1a\u7ea7\u7684\u5fae\u670d\u52a1\u73af\u5883\u4e2d\uff0c\u8dd1\u7740\u6210\u767e\u4e0a\u5343\u4e2a\u670d\u52a1\u90fd\u7b97\u662f\u6bd4\u8f83\u5c0f\u7684\u89c4\u6a21\u4e86\u3002\u5728\u751f\u4ea7\u73af\u5883\u4e0a\uff0c\u65e5\u5fd7\u626e\u6f14\u7740\u5f88\u91cd\u8981\u7684\u89d2\u8272\uff0c\u6392\u67e5\u5f02\u5e38\u9700\u8981\u65e5\u5fd7\uff0c\u6027\u80fd\u4f18\u5316\u9700\u8981\u65e5\u5fd7\uff0c\u4e1a\u52a1\u6392\u67e5\u9700\u8981\u4e1a\u52a1\u7b49\u7b49\u3002<\/p>\n<p>\u7136\u800c\u5728\u751f\u4ea7\u4e0a\u8dd1\u7740\u6210\u767e\u4e0a\u5343\u4e2a\u670d\u52a1\uff0c\u6bcf\u4e2a\u670d\u52a1\u90fd\u53ea\u4f1a\u7b80\u5355\u7684\u672c\u5730\u5316\u5b58\u50a8\uff0c\u5f53\u9700\u8981\u65e5\u5fd7\u534f\u52a9\u6392\u67e5\u95ee\u9898\u65f6\uff0c\u5f88\u96be\u627e\u5230\u65e5\u5fd7\u6240\u5728\u7684\u8282\u70b9\u3002\u4e5f\u5f88\u96be\u6316\u6398\u4e1a\u52a1\u65e5\u5fd7\u7684\u6570\u636e\u4ef7\u503c\u3002<\/p>\n<p>\u90a3\u4e48\u5c06\u65e5\u5fd7\u7edf\u4e00\u8f93\u51fa\u5230\u4e00\u4e2a\u5730\u65b9\u96c6\u4e2d\u7ba1\u7406\uff0c\u7136\u540e\u5c06\u65e5\u5fd7\u5904\u7406\u5316\uff0c\u628a\u7ed3\u679c\u8f93\u51fa\u6210\u8fd0\u7ef4\u3001\u7814\u53d1\u53ef\u7528\u7684\u6570\u636e\u662f\u89e3\u51b3\u65e5\u5fd7\u7ba1\u7406\u3001\u534f\u52a9\u8fd0\u7ef4\u7684\u53ef\u884c\u65b9\u6848\uff0c\u4e5f\u662f\u4f01\u4e1a\u8feb\u5207\u89e3\u51b3\u65e5\u5fd7\u7684\u9700\u6c42\u3002<\/p>\n<p>\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lok\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p>\u901a\u8fc7\u4e0a\u9762\u7684\u9700\u6c42\u6211\u4eec\u63a8\u51fa\u4e86\u65e5\u5fd7\u76d1\u63a7\u7cfb\u7edf\uff0c\u5982\u4e0a\u56fe\uff1a<\/p>\n<ul>\n<li>\u65e5\u5fd7\u7edf\u4e00\u6536\u96c6\u3001\u8fc7\u6ee4\u6e05\u6d17\u3002<\/li>\n<li>\u751f\u6210\u53ef\u89c6\u5316\u754c\u9762\u3001\u76d1\u63a7\uff0c\u544a\u8b66\uff0c\u65e5\u5fd7\u641c\u7d22\u3002<\/li>\n<\/ul>\n<h2>\u529f\u80fd\u6d41\u7a0b\u6982\u89c8<\/h2>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lol\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<ul>\n<li>\u5728\u6bcf\u4e2a\u670d\u52a1\u8282\u70b9\u4e0a\u57cb\u70b9\uff0c\u5b9e\u65f6\u91c7\u96c6\u76f8\u5173\u65e5\u5fd7\u3002<\/li>\n<li>\u7edf\u4e00\u65e5\u5fd7\u6536\u96c6\u670d\u52a1\u3001\u8fc7\u6ee4\u3001\u6e05\u6d17\u65e5\u5fd7\u540e\u751f\u6210\u53ef\u89c6\u5316\u754c\u9762\u3001\u544a\u8b66\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>\u6211\u4eec\u7684\u67b6\u6784<\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lom\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u2460<\/strong>\u65e5\u5fd7\u6587\u4ef6\u91c7\u96c6\u7aef\u6211\u4eec\u4f7f\u7528 FileBeat\uff0c\u8fd0\u7ef4\u901a\u8fc7\u6211\u4eec\u7684\u540e\u53f0\u7ba1\u7406\u754c\u9762\u5316\u914d\u7f6e\uff0c\u6bcf\u4e2a\u673a\u5668\u5bf9\u5e94\u4e00\u4e2a FileBeat\uff0c\u6bcf\u4e2a FileBeat\u65e5\u5fd7\u5bf9\u5e94\u7684 Topic \u53ef\u4ee5\u662f\u4e00\u5bf9\u4e00\u3001\u591a\u5bf9\u4e00\uff0c\u6839\u636e\u65e5\u5e38\u7684\u65e5\u5fd7\u91cf\u914d\u7f6e\u4e0d\u540c\u7684\u7b56\u7565\u3002<\/p>\n<p>\u9664\u4e86\u91c7\u96c6\u4e1a\u52a1\u670d\u52a1\u65e5\u5fd7\u5916\uff0c\u6211\u4eec\u8fd8\u6536\u96c6\u4e86 MySQL \u7684\u6162\u67e5\u8be2\u65e5\u5fd7\u548c\u9519\u8bef\u65e5\u5fd7\uff0c\u8fd8\u6709\u522b\u7684\u7b2c\u4e09\u65b9\u670d\u52a1\u65e5\u5fd7\uff0c\u5982\uff1aNginx \u7b49\u3002<\/p>\n<p>\u6700\u540e\u7ed3\u5408\u6211\u4eec\u7684\u81ea\u52a8\u5316\u53d1\u5e03\u5e73\u53f0\uff0c\u81ea\u52a8\u53d1\u5e03\u5e76\u542f\u52a8\u6bcf\u4e00\u4e2a FileBeat \u8fdb\u7a0b\u3002<\/p>\n<p><strong>\u2461<\/strong>\u8c03\u7528\u6808\u3001\u94fe\u8def\u3001\u8fdb\u7a0b\u76d1\u63a7\u6307\u6807\u6211\u4eec\u4f7f\u7528\u7684\u4ee3\u7406\u65b9\u5f0f\uff1aElastic APM\uff0c\u8fd9\u6837\u5bf9\u4e8e\u4e1a\u52a1\u4fa7\u7684\u7a0b\u5e8f\u65e0\u9700\u4efb\u4f55\u6539\u52a8\u3002<\/p>\n<p>\u5bf9\u4e8e\u5df2\u7ecf\u5728\u8fd0\u8425\u4e2d\u7684\u4e1a\u52a1\u7cfb\u7edf\u6765\u8bf4\uff0c\u4e3a\u4e86\u52a0\u5165\u76d1\u63a7\u800c\u9700\u8981\u6539\u52a8\u4ee3\u7801\uff0c\u90a3\u662f\u4e0d\u53ef\u53d6\u7684\uff0c\u4e5f\u662f\u65e0\u6cd5\u63a5\u53d7\u7684\u3002<\/p>\n<p>Elastic APM \u53ef\u4ee5\u5e2e\u6211\u4eec\u6536\u96c6 HTTP \u63a5\u53e3\u7684\u8c03\u7528\u94fe\u8def\u3001\u5185\u90e8\u65b9\u6cd5\u8c03\u7528\u6808\u3001\u4f7f\u7528\u7684SQL\u3001\u8fdb\u7a0b\u7684 CPU\u3001\u5185\u5b58\u4f7f\u7528\u6307\u6807\u7b49\u3002<\/p>\n<p>\u53ef\u80fd\u6709\u4eba\u4f1a\u6709\u7591\u95ee\uff0c\u7528\u4e86 Elastic APM\uff0c\u5176\u5b83\u65e5\u5fd7\u57fa\u672c\u90fd\u53ef\u4ee5\u4e0d\u7528\u91c7\u96c6\u4e86\u3002\u8fd8\u8981\u7528 FileBeat \u5e72\u561b\uff1f<\/p>\n<p>\u662f\u7684\uff0cElastic APM \u91c7\u96c6\u7684\u4fe1\u606f\u786e\u5b9e\u80fd\u5e2e\u6211\u4eec\u5b9a\u4f4d 80% \u4ee5\u4e0a\u7684\u95ee\u9898\uff0c\u4f46\u662f\u5b83\u4e0d\u662f\u6240\u6709\u7684\u8bed\u8a00\u90fd\u652f\u6301\u7684\u6bd4\u5982\uff1aC\u3002<\/p>\n<p>\u5176\u4e8c\u3001\u5b83\u65e0\u6cd5\u5e2e\u4f60\u91c7\u96c6\u4f60\u60f3\u8981\u7684\u975e Error \u65e5\u5fd7\u548c\u6240\u8c13\u7684\u5173\u952e\u65e5\u5fd7\uff0c\u6bd4\u5982\uff1a\u67d0\u4e2a\u63a5\u53e3\u8c03\u7528\u65f6\u51fa\u4e86\u9519\uff0c\u4f60\u60f3\u770b\u51fa\u9519\u65f6\u95f4\u70b9\u7684\u524d\u540e\u65e5\u5fd7\uff1b\u8fd8\u6709\u6253\u5370\u4e1a\u52a1\u76f8\u5173\u65b9\u4fbf\u505a\u5206\u6790\u7684\u65e5\u5fd7\u3002<\/p>\n<p>\u5176\u4e09\u3001\u81ea\u5b9a\u4e49\u7684\u4e1a\u52a1\u5f02\u5e38\uff0c\u8be5\u5f02\u5e38\u5c5e\u4e8e\u975e\u7cfb\u7edf\u5f02\u5e38\uff0c\u5c5e\u4e8e\u4e1a\u52a1\u8303\u7574\uff0cAPM \u4f1a\u628a\u8fd9\u7c7b\u5f02\u5e38\u5f53\u6210\u7cfb\u7edf\u5f02\u5e38\u4e0a\u62a5\u3002<\/p>\n<p>\u5982\u679c\u4f60\u540e\u9762\u5bf9\u7cfb\u7edf\u5f02\u5e38\u505a\u544a\u8b66\uff0c\u90a3\u8fd9\u4e9b\u5f02\u5e38\u5c06\u4f1a\u5e72\u6270\u544a\u8b66\u7684\u51c6\u786e\u5ea6\uff0c\u4f60\u4e5f\u4e0d\u80fd\u53bb\u8fc7\u6ee4\u4e1a\u52a1\u5f02\u5e38\uff0c\u56e0\u4e3a\u81ea\u5b9a\u4e49\u7684\u4e1a\u52a1\u5f02\u5e38\u79cd\u7c7b\u4e5f\u4e0d\u5c11\u3002<\/p>\n<p><strong>\u2462<\/strong>\u540c\u65f6\u6211\u4eec\u5bf9 Agent \u8fdb\u884c\u4e86\u4e8c\u5f00\u3002\u91c7\u96c6\u66f4\u8be6\u7ec6\u7684 GC\u3001\u5806\u6808\u3001\u5185\u5b58\u3001\u7ebf\u7a0b\u4fe1\u606f\u3002<\/p>\n<p><strong>\u2463<\/strong>\u670d\u52a1\u5668\u91c7\u96c6\u6211\u4eec\u91c7\u7528\u666e\u7f57\u7c73\u4fee\u65af\u3002<\/p>\n<p><strong>\u2464<\/strong>\u7531\u4e8e\u6211\u4eec\u662f Saas \u670d\u52a1\u5316\uff0c\u670d\u52a1 N \u591a\uff0c\u5f88\u591a\u7684\u670d\u52a1\u65e5\u5fd7\u505a\u4e0d\u5230\u7edf\u4e00\u89c4\u8303\u5316\uff0c\u8fd9\u4e5f\u8ddf\u5386\u53f2\u9057\u7559\u95ee\u9898\u6709\u5173\uff0c\u4e00\u4e2a\u4e0e\u4e1a\u52a1\u7cfb\u7edf\u65e0\u5173\u7684\u7cfb\u7edf\u53bb\u95f4\u63a5\u6216\u76f4\u63a5\u5730\u53bb\u5bf9\u63a5\u5df2\u6709\u7684\u4e1a\u52a1\u7cfb\u7edf\uff0c\u4e3a\u4e86\u9002\u914d\u81ea\u5df1\u800c\u8ba9\u5176\u66f4\u6539\u4ee3\u7801\uff0c\u90a3\u662f\u63a8\u4e0d\u52a8\u7684\u3002<\/p>\n<p>\u725b\u903c\u7684\u8bbe\u8ba1\u662f\u8ba9\u81ea\u5df1\u53bb\u517c\u5bb9\u522b\u4eba\uff0c\u628a\u5bf9\u65b9\u5f53\u6210\u653b\u51fb\u81ea\u5df1\u7684\u5bf9\u8c61\u3002\u5f88\u591a\u65e5\u5fd7\u662f\u6ca1\u6709\u610f\u4e49\u7684\uff0c\u6bd4\u5982\uff1a\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u4e3a\u4e86\u65b9\u4fbf\u6392\u67e5\u8ddf\u8e2a\u95ee\u9898\uff0c\u5728 if else \u91cc\u6253\u5370\u53ea\u662f\u6709\u6807\u5fd7\u6027\u7684\u65e5\u5fd7\uff0c\u4ee3\u8868\u662f\u8d70\u4e86 if \u4ee3\u7801\u5757\u8fd8\u662f else \u4ee3\u7801\u5757\u3002<\/p>\n<p>\u751a\u81f3\u6709\u4e9b\u670d\u52a1\u8fd8\u6253\u5370\u7740 Debug \u7ea7\u522b\u7684\u65e5\u5fd7\u3002\u5728\u6210\u672c\u3001\u8d44\u6e90\u7684\u6709\u9650\u6761\u4ef6\u4e0b\uff0c\u6240\u6709\u6240\u6709\u7684\u65e5\u5fd7\u662f\u4e0d\u73b0\u5b9e\u7684\uff0c\u5373\u4f7f\u8d44\u6e90\u5141\u8bb8\uff0c\u4e00\u5e74\u4e0b\u6765\u5c06\u662f\u4e00\u6bd4\u5f88\u5927\u7684\u5f00\u9500\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u91c7\u7528\u4e86\u8fc7\u6ee4\u3001\u6e05\u6d17\u3001\u52a8\u6001\u8c03\u6574\u65e5\u5fd7\u4f18\u5148\u7ea7\u91c7\u96c6\u7b49\u65b9\u6848\u3002\u9996\u5148\u628a\u65e5\u5fd7\u5168\u91cf\u91c7\u96c6\u5230 Kafka \u96c6\u7fa4\u4e2d\uff0c\u8bbe\u5b9a\u4e00\u4e2a\u5f88\u77ed\u7684\u6709\u6548\u671f\u3002<\/p>\n<p>\u6211\u4eec\u76ee\u524d\u8bbe\u7f6e\u7684\u662f\u4e00\u4e2a\u5c0f\u65f6\uff0c\u4e00\u4e2a\u5c0f\u65f6\u7684\u6570\u636e\u91cf\uff0c\u6211\u4eec\u7684\u8d44\u6e90\u6682\u65f6\u8fd8\u80fd\u63a5\u53d7\u3002<\/p>\n<p><strong>\u2465<\/strong>Log Streams \u662f\u6211\u4eec\u7684\u65e5\u5fd7\u8fc7\u6ee4\u3001\u6e05\u6d17\u7684\u6d41\u5904\u7406\u670d\u52a1\u3002\u4e3a\u4ec0\u4e48\u8fd8\u8981 ETL \u8fc7\u6ee4\u5668\u5462\uff1f<\/p>\n<p>\u56e0\u4e3a\u6211\u4eec\u7684\u65e5\u5fd7\u670d\u52a1\u8d44\u6e90\u6709\u9650\uff0c\u4f46\u4e0d\u5bf9\u554a\uff0c\u539f\u6765\u7684\u65e5\u5fd7\u5206\u6563\u5728\u5404\u5404\u670d\u52a1\u7684\u672c\u5730\u5b58\u50a8\u4ecb\u8d28\u4e0a\u4e5f\u662f\u9700\u8981\u8d44\u6e90\u7684\u54c8\u3002<\/p>\n<p>\u73b0\u5728\u6211\u4eec\u4e5f\u53ea\u662f\u6c47\u96c6\u800c\u5df2\u54c8\uff0c\u6536\u96c6\u4e0a\u6765\u540e\uff0c\u539f\u6765\u5728\u5404\u670d\u52a1\u4e0a\u7684\u8d44\u6e90\u5c31\u53ef\u4ee5\u91ca\u653e\u6389\u65e5\u5fd7\u5360\u7528\u7684\u90e8\u5206\u8d44\u6e90\u4e86\u5440\u3002<\/p>\n<p>\u6ca1\u9519\uff0c\u8fd9\u6837\u7b97\u786e\u5b9e\u662f\u628a\u539f\u6765\u5728\u5404\u670d\u52a1\u4e0a\u7684\u8d44\u6e90\u5316\u5206\u5230\u4e86\u65e5\u5fd7\u670d\u52a1\u8d44\u6e90\u4e0a\u6765\u800c\u5df2\uff0c\u5e76\u6ca1\u6709\u589e\u52a0\u8d44\u6e90\u3002<\/p>\n<p>\u4e0d\u8fc7\u8fd9\u53ea\u662f\u7406\u8bba\u4e0a\u7684\uff0c\u5728\u7ebf\u4e0a\u7684\u670d\u52a1\uff0c\u8d44\u6e90\u6269\u5927\u5bb9\u6613\uff0c\u6536\u7f29\u5c31\u6ca1\u90a3\u4e48\u5bb9\u6613\u4e86\uff0c\u5b9e\u65bd\u8d77\u6765\u6781\u5176\u56f0\u96be\u3002<\/p>\n<p>\u6240\u4ee5\u77ed\u65f6\u95f4\u5185\u662f\u4e0d\u53ef\u80fd\u5728\u5404\u670d\u52a1\u4e0a\u4f7f\u7528\u7684\u65e5\u5fd7\u8d44\u6e90\u5316\u5206\u5230\u65e5\u5fd7\u670d\u52a1\u4e0a\u6765\u7684\u3002\u8fd9\u6837\u7684\u8bdd\uff0c\u65e5\u5fd7\u670d\u52a1\u7684\u8d44\u6e90\u5c31\u662f\u5f53\u524d\u6240\u6709\u670d\u52a1\u65e5\u5fd7\u4f7f\u7528\u8d44\u6e90\u7684\u91cf\u3002<\/p>\n<p>\u968f\u5b58\u50a8\u7684\u65f6\u95f4\u8d8a\u957f\uff0c\u8d44\u6e90\u6d88\u8017\u8d8a\u5927\u3002\u5982\u679c\u89e3\u51b3\u4e00\u4e2a\u975e\u4e1a\u52a1\u6216\u975e\u89e3\u51b3\u4e0d\u53ef\u7684\u95ee\u9898\uff0c\u5728\u77ed\u65f6\u95f4\u5185\u9700\u8981\u6295\u5165\u7684\u6210\u672c\u5927\u4e8e\u89e3\u51b3\u5f53\u524d\u95ee\u9898\u6240\u5e26\u6765\u6536\u76ca\u7684\u8bdd\uff0c\u6211\u60f3\uff0c\u5728\u8d44\u91d1\u6709\u9650\u7684\u60c5\u51b5\u4e0b\uff0c\u6ca1\u6709\u54ea\u4e2a\u9886\u5bfc\u3001\u516c\u53f8\u613f\u610f\u91c7\u7eb3\u7684\u65b9\u6848\u3002<\/p>\n<p>\u6240\u4ee5\u4ece\u6210\u672c\u4e0a\u8003\u8651\uff0c\u6211\u4eec\u5728 Log Streams \u670d\u52a1\u5f15\u5165\u4e86\u8fc7\u6ee4\u5668\uff0c\u8fc7\u6ee4\u6ca1\u6709\u4ef7\u503c\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u4ece\u800c\u51cf\u5c11\u4e86\u65e5\u5fd7\u670d\u52a1\u4f7f\u7528\u7684\u8d44\u6e90\u6210\u672c\u3002<\/p>\n<p>\u6280\u672f\u6211\u4eec\u91c7\u7528 Kafka Streams \u4f5c\u4e3a ETL \u6d41\u5904\u7406\u3002\u901a\u8fc7\u754c\u9762\u5316\u914d\u7f6e\u5b9e\u73b0\u52a8\u6001\u8fc7\u6ee4\u6e05\u6d17\u7684\u89c4\u5219\u3002<\/p>\n<p>\u5927\u6982\u89c4\u5219\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u754c\u9762\u5316\u914d\u7f6e\u65e5\u5fd7\u91c7\u96c6\u3002\u9ed8\u8ba4 Error \u7ea7\u522b\u7684\u65e5\u5fd7\u5168\u91cf\u91c7\u96c6\u3002<\/li>\n<li>\u4ee5\u9519\u8bef\u65f6\u95f4\u70b9\u4e3a\u4e2d\u5fc3\uff0c\u5728\u6d41\u5904\u7406\u4e2d\u5f00\u7a97\uff0c\u8f90\u5c04\u4e0a\u4e0b\u53ef\u914d\u7684 N \u65f6\u95f4\u70b9\u91c7\u96c6\u975e Error \u7ea7\u522b\u65e5\u5fd7\uff0c\u9ed8\u8ba4\u53ea\u91c7 info \u7ea7\u522b\u3002<\/li>\n<li>\u6bcf\u4e2a\u670d\u52a1\u53ef\u914d 100 \u4e2a\u5173\u952e\u65e5\u5fd7\uff0c\u9ed8\u8ba4\u5173\u952e\u65e5\u5fd7\u5168\u91cf\u91c7\u96c6\u3002<\/li>\n<li>\u5728\u6162 SQL \u7684\u57fa\u7840\u4e0a\uff0c\u6309\u4e1a\u52a1\u5206\u7c7b\u914d\u7f6e\u4e0d\u540c\u7684\u8017\u65f6\u518d\u6b21\u8fc7\u6ee4\u3002<\/li>\n<li>\u6309\u4e1a\u52a1\u9700\u6c42\u5b9e\u65f6\u7edf\u8ba1\u4e1a\u52a1 SQL\uff0c\u6bd4\u5982\uff1a\u9ad8\u5cf0\u671f\u9636\u6bb5\uff0c\u7edf\u8ba1\u4e00\u5c0f\u65f6\u5185\u540c\u7c7b\u4e1a\u52a1 SQL \u7684\u67e5\u8be2\u9891\u7387\u3002\u53ef\u4e3a DBA \u63d0\u4f9b\u4f18\u5316\u6570\u636e\u5e93\u7684\u4f9d\u636e\uff0c\u5982\u6309\u67e5\u8be2\u7684 SQL \u521b\u5efa\u7d22\u5f15\u3002<\/li>\n<li>\u9ad8\u5cf0\u65f6\u6bb5\u6309\u4e1a\u52a1\u7c7b\u578b\u7684\u6743\u91cd\u6307\u6807\u3001\u65e5\u5fd7\u7b49\u7ea7\u6307\u6807\u3001\u6bcf\u4e2a\u670d\u52a1\u5728\u4e00\u4e2a\u65f6\u6bb5\u5185\u65e5\u5fd7\u6700\u5927\u9650\u5236\u91cf\u6307\u6807\u3001\u65f6\u95f4\u6bb5\u6307\u6807\u7b49\u52a8\u6001\u6e05\u6d17\u8fc7\u6ee4\u65e5\u5fd7\u3002<\/li>\n<li>\u6839\u636e\u4e0d\u540c\u7684\u65f6\u95f4\u6bb5\u52a8\u6001\u6536\u7f29\u65f6\u95f4\u7a97\u53e3\u3002<\/li>\n<li>\u65e5\u5fd7\u7d22\u5f15\u751f\u6210\u89c4\u5219\uff1a\u6309\u670d\u52a1\u751f\u6210\u7684\u65e5\u5fd7\u6587\u4ef6\u89c4\u5219\u751f\u6210\u5bf9\u5e94\u7684 index\uff0c\u6bd4\u5982\uff1a\u67d0\u4e2a\u670d\u52a1\u65e5\u5fd7\u5206\u4e3a\uff1adebug\u3001info\u3001error\u3001xx_keyword\uff0c\u90a3\u4e48\u751f\u6210\u7684\u7d22\u5f15\u4e5f\u662f debug\u3001info\u3001error\u3001xx_keyword \u52a0\u65e5\u671f\u4f5c\u540e\u7f00\u3002\u8fd9\u6837\u505a\u7684\u76ee\u7684\u662f\u4e3a\u7814\u53d1\u4ee5\u539f\u4e60\u60ef\u6027\u5730\u53bb\u4f7f\u7528\u65e5\u5fd7\u3002<\/li>\n<\/ul>\n<p>\u2466\u53ef\u89c6\u5316\u754c\u9762\u6211\u4eec\u4e3b\u8981\u4f7f\u7528 Grafana\uff0c\u5b83\u652f\u6301\u7684\u4f17\u591a\u6570\u636e\u6e90\u4e2d\uff0c\u5176\u4e2d\u5c31\u6709\u666e\u7f57\u7c73\u4fee\u65af\u548c Elasticsearch\uff0c\u4e0e\u666e\u7f57\u7c73\u4fee\u65af\u53ef\u8c13\u662f\u65e0\u7f1d\u5bf9\u63a5\u3002\u800c Kibana \u6211\u4eec\u4e3b\u8981\u7528\u4e8e APM \u7684\u53ef\u89c6\u5206\u6790\u3002<\/p>\n<h2>\u65e5\u5fd7\u53ef\u89c6\u5316<\/h2>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lon\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3loo\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lop\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3loq\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3lor\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><img decoding=\"async\" referrerpolicy=\"no-referrer\" src=\"https:\/\/segmentfault.com\/img\/bVc3los\" alt=\"\" title=\"\" loading=\"lazy\"><\/p>\n<p><strong>\u8fd1\u671f\u70ed\u6587\u63a8\u8350\uff1a<\/strong><\/p>\n<p>1.<a href=\"https:\/\/link.segmentfault.com\/?enc=AkcjkGHX2B7O6qP0I%2Bj6Sg%3D%3D.k8B2Q%2F09K%2FJItl1o%2Bv3RPfDPR8UZVaUOzMk%2FaneLEsU%3D\" rel=\"nofollow\">1,000+ \u9053 Java\u9762\u8bd5\u9898\u53ca\u7b54\u6848\u6574\u7406(2022\u6700\u65b0\u7248)<\/a><\/p>\n<p>2.<a href=\"https:\/\/link.segmentfault.com\/?enc=%2Bjo2r1B%2FDpExhxFGv1Ow%2FQ%3D%3D.SlAR15hORztWW54U7%2Fg%2Bs%2B2Py2BTvIKCL44fkAPnGJOdi5JmrlOGha07%2BiJ%2FaJV%2FrTCSWpIBFC3HXHRYsFvw6Q%3D%3D\" rel=\"nofollow\">\u52b2\u7206\uff01Java \u534f\u7a0b\u8981\u6765\u4e86\u3002\u3002\u3002<\/a><\/p>\n<p>3.<a href=\"https:\/\/link.segmentfault.com\/?enc=rBMZmRQNGQdlITY8zIeeDQ%3D%3D.kxDDO9R1FS3%2BIxtU78HFsQ8osG1YpkRaxy6a6wJ%2FBRXfufHx5hT3o6rbJMpbzoGu\" rel=\"nofollow\">Spring Boot 2.x \u6559\u7a0b\uff0c\u592a\u5168\u4e86\uff01<\/a><\/p>\n<p>4.<a href=\"https:\/\/link.segmentfault.com\/?enc=jCZlxpnU81ULqN3BtxCvtw%3D%3D.534iklhXET4EBaF1yqg%2FzF2QQQGsA5ll077zbZMfsrkKzaoXsDgyDjFX7ywN3Hr6Y0CBcYEpdES%2FNrQnBH1dhQ%3D%3D\" rel=\"nofollow\">\u522b\u518d\u5199\u6ee1\u5c4f\u7684\u7206\u7206\u7206\u70b8\u7c7b\u4e86\uff0c\u8bd5\u8bd5\u88c5\u9970\u5668\u6a21\u5f0f\uff0c\u8fd9\u624d\u662f\u4f18\u96c5\u7684\u65b9\u5f0f\uff01\uff01<\/a><\/p>\n<p>5.<a href=\"https:\/\/link.segmentfault.com\/?enc=RCuHku6ymI8L6hODIrT23Q%3D%3D.O61eSzOWS4weFaQVVD1f256DGjlCHUP%2BnmkhSy89r30Cf%2Byn5h4ff8KPzIpYog0pwaSsKqCooKQYmo8YUJadv%2FfujJcuzcwvt6qAEWDZuhs%3D\" rel=\"nofollow\">\u300aJava\u5f00\u53d1\u624b\u518c\uff08\u5d69\u5c71\u7248\uff09\u300b\u6700\u65b0\u53d1\u5e03\uff0c\u901f\u901f\u4e0b\u8f7d\uff01<\/a><\/p>\n<p>\u89c9\u5f97\u4e0d\u9519\uff0c\u522b\u5fd8\u4e86\u968f\u624b\u70b9\u8d5e+\u8f6c\u53d1\u54e6\uff01<\/p>\n<p><a href=\"https:\/\/segmentfault.com\/a\/1190000042703883\">https:\/\/segmentfault.com\/a\/1190000042703883<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u975e\u6d32\u7f9a\u7f8a\/\u6765\u6e90\uff1awww.cnblogs.com\/dengbangpang\/p\/12961593.html [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10006756","post","type-post","status-publish","format-standard","hentry","category-share"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006756","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10006756"}],"version-history":[{"count":0,"href":"https:\/\/itmax.cn\/index.php?rest_route=\/wp\/v2\/posts\/10006756\/revisions"}],"wp:attachment":[{"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006756"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006756"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itmax.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}