{"id":1174,"date":"2023-04-16T10:41:19","date_gmt":"2023-04-16T01:41:19","guid":{"rendered":"http:\/\/edu.ujhb.org\/?p=1174"},"modified":"2023-04-16T10:41:19","modified_gmt":"2023-04-16T01:41:19","slug":"elk%e5%85%a5%e9%97%a8%ef%bc%88%e4%b8%ad%e6%96%87%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/edu.ujhb.org\/?p=1174","title":{"rendered":"ELK\u5165\u95e8\uff08\u4e2d\u6587\u7248\uff09"},"content":{"rendered":"\n<p>\u6211\u662f\u8981\u505aIT\u6559\u7a0b\u7684\u89c6\u9891\uff0c\u4f60\u80fd\u5426\u6839\u636e\u7f51\u7ad9\u7684\u5185\u5bb9\uff0c\u4e3a\u6211\u5b89\u6392\u89c6\u9891\u6559\u7a0b\u7684\u6587\u5b57\u5185\u5bb9\u3002\u6211\u4eec\u5148\u4eceELK\u6559\u7a0b\u5f00\u59cb\uff0c\u4f60\u5148\u4e3a\u6211\u5217\u51fa\u8981\u8bb2\u89e3\u7684\u5185\u5bb9\u4e00\u89c8\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\u53ef\u4ee5\uff01\u4e0b\u9762\u662f\u4e00\u4e2a\u57fa\u672c\u7684ELK\u6559\u7a0b\u7684\u5927\u7eb2\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4ec0\u4e48\u662fELK\uff1f\n<ul class=\"wp-block-list\">\n<li>ELK\u662f\u4ec0\u4e48\uff1f<\/li>\n\n\n\n<li>\u4e3a\u4ec0\u4e48\u4f7f\u7528ELK\uff1f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5b89\u88c5\u548c\u914d\u7f6eELK\n<ul class=\"wp-block-list\">\n<li>\u5b89\u88c5Java<\/li>\n\n\n\n<li>\u5b89\u88c5Elasticsearch<\/li>\n\n\n\n<li>\u5b89\u88c5Logstash<\/li>\n\n\n\n<li>\u5b89\u88c5Kibana<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Elasticsearch\n<ul class=\"wp-block-list\">\n<li>\u7d22\u5f15\u548c\u641c\u7d22\u6570\u636e<\/li>\n\n\n\n<li>\u914d\u7f6e\u96c6\u7fa4\u548c\u8282\u70b9<\/li>\n\n\n\n<li>\u4f7f\u7528Kibana\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u548c\u68c0\u7d22<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Logstash\n<ul class=\"wp-block-list\">\n<li>\u4ec0\u4e48\u662fLogstash\uff1f<\/li>\n\n\n\n<li>\u914d\u7f6e\u8f93\u5165\u548c\u8f93\u51fa<\/li>\n\n\n\n<li>\u4f7f\u7528\u8fc7\u6ee4\u5668<\/li>\n\n\n\n<li>\u96c6\u6210Elasticsearch\u548cKibana<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Kibana\n<ul class=\"wp-block-list\">\n<li>Kibana\u662f\u4ec0\u4e48\uff1f<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u6570\u636e<\/li>\n\n\n\n<li>\u521b\u5efa\u4eea\u8868\u677f\u548c\u53ef\u89c6\u5316\u56fe\u8868<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\n<ul class=\"wp-block-list\">\n<li>\u914d\u7f6e\u548c\u4f7f\u7528Beats<\/li>\n\n\n\n<li>\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\u548c\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7<\/li>\n\n\n\n<li>\u4f7f\u7528\u8b66\u62a5\u548c\u63d0\u9192<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u5e0c\u671b\u8fd9\u4e2a\u5927\u7eb2\u80fd\u591f\u5e2e\u52a9\u4f60\u5f00\u59cb\u4f60\u7684ELK\u6559\u7a0b\u89c6\u9891\uff01<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caELK\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>ELK\u662f\u4e00\u4e2a\u7528\u4e8e\u65e5\u5fd7\u6536\u96c6\u3001\u5b58\u50a8\u3001\u641c\u7d22\u548c\u5206\u6790\u7684\u5f00\u6e90\u5e73\u53f0\uff0c\u5b83\u7531\u4e09\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u7ec4\u6210\uff1aElasticsearch\u3001Logstash\u548cKibana\u3002\u8fd9\u4e09\u4e2a\u7ec4\u4ef6\u5206\u522b\u8d1f\u8d23\u6570\u636e\u7684\u5b58\u50a8\u3001\u5904\u7406\u548c\u53ef\u89c6\u5316\u3002\u4e0b\u9762\u662f\u5bf9\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Elasticsearch\uff1aElasticsearch\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5feb\u901f\u3001\u53ef\u6269\u5c55\u3001\u5b9e\u65f6\u7684\u641c\u7d22\u548c\u5206\u6790\u89e3\u51b3\u65b9\u6848\u3002Elasticsearch\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u7684\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u641c\u7d22\u3001\u8fc7\u6ee4\u3001\u805a\u5408\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/li>\n\n\n\n<li>Logstash\uff1aLogstash\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6570\u636e\u6536\u96c6\u5f15\u64ce\uff0c\u5b83\u53ef\u4ee5\u4ece\u4e0d\u540c\u7684\u6570\u636e\u6e90\uff08\u5982\u65e5\u5fd7\u6587\u4ef6\u3001\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\u7b49\uff09\u6536\u96c6\u3001\u8f6c\u6362\u548c\u4f20\u8f93\u6570\u636e\u3002Logstash\u63d0\u4f9b\u4e86\u8bb8\u591a\u5185\u7f6e\u7684\u63d2\u4ef6\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u4e0e\u5404\u79cd\u6570\u636e\u6e90\u548c\u6570\u636e\u76ee\u7684\u5730\u96c6\u6210\u3002<\/li>\n\n\n\n<li>Kibana\uff1aKibana\u662f\u4e00\u4e2a\u7528\u4e8e\u53ef\u89c6\u5316\u548c\u5206\u6790Elasticsearch\u6570\u636e\u7684Web\u754c\u9762\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u7684\u754c\u9762\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u521b\u5efa\u548c\u5b9a\u5236\u5404\u79cd\u53ef\u89c6\u5316\u56fe\u8868\u3001\u4eea\u8868\u677f\u548c\u8b66\u62a5\uff0c\u5e76\u901a\u8fc7\u53ef\u89c6\u5316\u7684\u65b9\u5f0f\u5c55\u793a\u6570\u636e\u3002<\/li>\n<\/ol>\n\n\n\n<p>ELK\u5e73\u53f0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5b83\u7684\u80fd\u529b\uff0c\u5c06\u65e5\u5fd7\u6570\u636e\u96c6\u4e2d\u7ba1\u7406\uff0c\u4ece\u800c\u53ef\u4ee5\u66f4\u52a0\u65b9\u4fbf\u5730\u5bf9\u65e5\u5fd7\u6570\u636e\u8fdb\u884c\u641c\u7d22\u3001\u5206\u6790\u3001\u53ef\u89c6\u5316\u548c\u76d1\u63a7\u3002\u5b83\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u4e14\u9ad8\u5ea6\u53ef\u6269\u5c55\u7684\u5e73\u53f0\uff0c\u53ef\u4ee5\u9002\u5e94\u5404\u79cd\u89c4\u6a21\u548c\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4e3a\u4ec0\u4e48\u4f7f\u7528ELK\uff1f<\/p>\n\n\n\n<p>\u4f7f\u7528ELK\u5e73\u53f0\u6709\u4ee5\u4e0b\u51e0\u4e2a\u4e3b\u8981\u4f18\u70b9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u96c6\u4e2d\u7ba1\u7406\u65e5\u5fd7\u6570\u636e\uff1aELK\u5e73\u53f0\u53ef\u4ee5\u96c6\u4e2d\u7ba1\u7406\u5404\u79cd\u6765\u6e90\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u5982\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u3001\u7cfb\u7edf\u65e5\u5fd7\u7b49\uff0c\u4f7f\u5f97\u65e5\u5fd7\u6570\u636e\u53d8\u5f97\u66f4\u6613\u4e8e\u7ba1\u7406\u548c\u5206\u6790\u3002\u901a\u8fc7\u7edf\u4e00\u6536\u96c6\u3001\u5b58\u50a8\u548c\u7d22\u5f15\u65e5\u5fd7\u6570\u636e\uff0c\u53ef\u4ee5\u66f4\u8f7b\u677e\u5730\u641c\u7d22\u548c\u5206\u6790\u6570\u636e\uff0c\u4ece\u800c\u66f4\u5feb\u5730\u8bca\u65ad\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u5b9e\u65f6\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u76d1\u63a7\uff1aELK\u5e73\u53f0\u63d0\u4f9b\u4e86\u5b9e\u65f6\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u76d1\u63a7\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u548c\u8d8b\u52bf\uff0c\u5e76\u63d0\u4f9b\u8b66\u62a5\u548c\u901a\u77e5\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u5feb\u5730\u91c7\u53d6\u884c\u52a8\u3002<\/li>\n\n\n\n<li>\u5f3a\u5927\u7684\u641c\u7d22\u548c\u5206\u6790\u529f\u80fd\uff1aElasticsearch\u662fELK\u5e73\u53f0\u7684\u6838\u5fc3\u7ec4\u4ef6\uff0c\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u641c\u7d22\u548c\u5206\u6790\u529f\u80fd\uff0c\u53ef\u4ee5\u5728\u5927\u91cf\u6570\u636e\u4e2d\u5feb\u901f\u5730\u67e5\u627e\u548c\u5206\u6790\u7279\u5b9a\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u901a\u8fc7Elasticsearch\u63d0\u4f9b\u7684\u805a\u5408\u529f\u80fd\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u590d\u6742\u7684\u8ba1\u7b97\u548c\u7edf\u8ba1\uff0c\u8fdb\u4e00\u6b65\u4f18\u5316\u6570\u636e\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u6613\u4e8e\u4f7f\u7528\u548c\u5b9a\u5236\uff1aELK\u5e73\u53f0\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u7528\u6237\u754c\u9762\u548c\u4e30\u5bcc\u7684\u63d2\u4ef6\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u8fdb\u884c\u5b9a\u5236\u548c\u6269\u5c55\u3002\u7528\u6237\u53ef\u4ee5\u521b\u5efa\u81ea\u5df1\u7684\u4eea\u8868\u677f\u3001\u56fe\u8868\u548c\u62a5\u544a\uff0c\u4ee5\u6ee1\u8db3\u81ea\u5df1\u7684\u9700\u6c42\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u4f7f\u7528ELK\u5e73\u53f0\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u66f4\u6709\u6548\u5730\u7ba1\u7406\u548c\u5206\u6790\u65e5\u5fd7\u6570\u636e\uff0c\u66f4\u5feb\u5730\u8bca\u65ad\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5b89\u88c5\u548c\u914d\u7f6eELK\u4e2d\u7684\u5b89\u88c5Java<\/p>\n\n\n\n<p>\u5728\u5b89\u88c5ELK\u5e73\u53f0\u4e4b\u524d\uff0c\u9700\u8981\u5148\u5b89\u88c5Java\u8fd0\u884c\u73af\u5883\u3002\u56e0\u4e3aELK\u5e73\u53f0\u7684\u4e09\u4e2a\u6838\u5fc3\u7ec4\u4ef6\uff0cElasticsearch\u3001Logstash\u548cKibana\u90fd\u662f\u57fa\u4e8eJava\u5f00\u53d1\u7684\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u5b89\u88c5Java\u8fd0\u884c\u73af\u5883\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728Linux\u7cfb\u7edf\u4e2d\u6253\u5f00\u7ec8\u7aef\uff0c\u4f7f\u7528\u547d\u4ee4\u201csudo apt-get update\u201d\u6765\u66f4\u65b0\u8f6f\u4ef6\u5305\u5217\u8868\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5OpenJDK\uff1a\u5728\u7ec8\u7aef\u4e2d\u8f93\u5165\u547d\u4ee4\u201csudo apt-get install openjdk-8-jre\u201d\uff0c\u5b89\u88c5OpenJDK 8\u3002<\/li>\n\n\n\n<li>\u68c0\u67e5Java\u662f\u5426\u6b63\u786e\u5b89\u88c5\uff1a\u5728\u7ec8\u7aef\u4e2d\u8f93\u5165\u547d\u4ee4\u201cjava -version\u201d\uff0c\u5982\u679cJava\u6210\u529f\u5b89\u88c5\uff0c\u4f1a\u663e\u793aJava\u7684\u7248\u672c\u53f7\u4fe1\u606f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u5728Ubuntu\u6216Debian Linux\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u5b89\u88c5Java\u7684\u6b65\u9aa4\uff0c\u5982\u679c\u4f7f\u7528\u5176\u4ed6\u64cd\u4f5c\u7cfb\u7edf\uff0c\u6b65\u9aa4\u53ef\u80fd\u7565\u6709\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5b89\u88c5Java\u4e4b\u524d\uff0c\u9700\u8981\u786e\u8ba4\u64cd\u4f5c\u7cfb\u7edf\u7684\u4f4d\u6570\u548cJava\u7684\u4f4d\u6570\u4e00\u81f4\u3002\u4f8b\u5982\uff0c\u5982\u679c\u64cd\u4f5c\u7cfb\u7edf\u662f64\u4f4d\u7684\uff0c\u5219\u9700\u8981\u5b89\u88c564\u4f4d\u7684Java\u8fd0\u884c\u73af\u5883\u3002<\/p>\n\n\n\n<p>\u5b89\u88c5Java\u8fd0\u884c\u73af\u5883\u662fELK\u5e73\u53f0\u5b89\u88c5\u7684\u5fc5\u8981\u6b65\u9aa4\uff0c\u53ea\u6709\u5728Java\u6210\u529f\u5b89\u88c5\u4e4b\u540e\uff0c\u624d\u80fd\u5b89\u88c5\u548c\u8fd0\u884cELK\u5e73\u53f0\u7684\u5404\u4e2a\u7ec4\u4ef6\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5b89\u88c5Elasticsearch<\/p>\n\n\n\n<p>\u5b89\u88c5Elasticsearch\u662f\u642d\u5efaELK\u5e73\u53f0\u7684\u7b2c\u4e00\u6b65\uff0c\u4ee5\u4e0b\u662f\u5b89\u88c5Elasticsearch\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0b\u8f7dElasticsearch\uff1a\u5728Elasticsearch\u7684\u5b98\u7f51\uff08<a href=\"https:\/\/www.elastic.co\/downloads\/elasticsearch%EF%BC%89%E4%B8%8A%E4%B8%8B%E8%BD%BD%E9%80%82%E5%90%88%E8%87%AA%E5%B7%B1%E7%B3%BB%E7%BB%9F%E7%9A%84Elasticsearch%E7%89%88%E6%9C%AC%EF%BC%8C%E4%B8%8B%E8%BD%BD%E5%AE%8C%E6%88%90%E5%90%8E%E8%A7%A3%E5%8E%8B%E7%BC%A9%E3%80%82\">https:\/\/www.elastic.co\/downloads\/elasticsearch\uff09\u4e0a\u4e0b\u8f7d\u9002\u5408\u81ea\u5df1\u7cfb\u7edf\u7684Elasticsearch\u7248\u672c\uff0c\u4e0b\u8f7d\u5b8c\u6210\u540e\u89e3\u538b\u7f29\u3002<\/a><\/li>\n\n\n\n<li>\u914d\u7f6eElasticsearch\uff1a\u5728\u89e3\u538b\u7f29\u540e\u7684Elasticsearch\u76ee\u5f55\u4e2d\u627e\u5230config\u6587\u4ef6\u5939\uff0c\u7f16\u8f91elasticsearch.yml\u6587\u4ef6\u3002\u53ef\u4ee5\u914d\u7f6e\u7684\u5185\u5bb9\u5305\u62ec\u76d1\u542c\u5730\u5740\u3001\u96c6\u7fa4\u540d\u79f0\u3001\u8282\u70b9\u540d\u79f0\u7b49\u7b49\u3002\u4f8b\u5982\uff0c\u8bbe\u7f6e\u76d1\u542c\u5730\u5740\u4e3a\u672c\u5730IP\u5730\u5740\uff08127.0.0.1\uff09\uff0c\u53ef\u4ee5\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9\uff1anetwork.host: 127.0.0.1<\/li>\n\n\n\n<li>\u542f\u52a8Elasticsearch\uff1a\u5728\u7ec8\u7aef\u4e2d\u8fdb\u5165Elasticsearch\u7684bin\u76ee\u5f55\uff0c\u8fd0\u884c.\/elasticsearch\u547d\u4ee4\u542f\u52a8Elasticsearch\u3002\u542f\u52a8\u6210\u529f\u540e\uff0c\u7ec8\u7aef\u4f1a\u663e\u793aElasticsearch\u7684\u542f\u52a8\u65e5\u5fd7\u3002<\/li>\n\n\n\n<li>\u9a8c\u8bc1Elasticsearch\u662f\u5426\u6210\u529f\u542f\u52a8\uff1a\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a href=\"http:\/\/localhost:9200%EF%BC%8C%E5%A6%82%E6%9E%9CElasticsearch%E6%88%90%E5%8A%9F%E5%90%AF%E5%8A%A8%EF%BC%8C%E4%BC%9A%E8%BF%94%E5%9B%9E%E4%B8%80%E4%BA%9B%E6%9C%89%E5%85%B3Elasticsearch%E7%9A%84%E4%BF%A1%E6%81%AF%E3%80%82\/\">http:\/\/localhost:9200\uff0c\u5982\u679cElasticsearch\u6210\u529f\u542f\u52a8\uff0c\u4f1a\u8fd4\u56de\u4e00\u4e9b\u6709\u5173Elasticsearch\u7684\u4fe1\u606f\u3002<\/a><\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u5728Linux\u7cfb\u7edf\u4e2d\u5b89\u88c5Elasticsearch\u7684\u6b65\u9aa4\uff0c\u5982\u679c\u4f7f\u7528\u5176\u4ed6\u64cd\u4f5c\u7cfb\u7edf\uff0c\u6b65\u9aa4\u53ef\u80fd\u7565\u6709\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5b89\u88c5Elasticsearch\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fddJava\u5df2\u7ecf\u6210\u529f\u5b89\u88c5\uff0c\u5e76\u4e14Java\u7248\u672c\u53f7\u8981\u7b26\u5408Elasticsearch\u7684\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eElasticsearch 7.x\u7248\u672c\uff0c\u9700\u8981Java 8\u6216Java 11\u3002<\/p>\n\n\n\n<p>\u5b89\u88c5Elasticsearch\u662fELK\u5e73\u53f0\u5b89\u88c5\u7684\u5fc5\u8981\u6b65\u9aa4\uff0c\u53ea\u6709\u5728Elasticsearch\u6210\u529f\u5b89\u88c5\u4e4b\u540e\uff0c\u624d\u80fd\u5b89\u88c5\u548c\u8fd0\u884cELK\u5e73\u53f0\u7684\u5176\u4ed6\u7ec4\u4ef6\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5b89\u88c5Logstash<\/p>\n\n\n\n<p>\u5b89\u88c5Logstash\u662fELK\u5e73\u53f0\u642d\u5efa\u7684\u7b2c\u4e8c\u6b65\uff0c\u4ee5\u4e0b\u662f\u5b89\u88c5Logstash\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0b\u8f7dLogstash\uff1a\u5728Logstash\u7684\u5b98\u7f51\uff08<a href=\"https:\/\/www.elastic.co\/downloads\/logstash%EF%BC%89%E4%B8%8A%E4%B8%8B%E8%BD%BD%E9%80%82%E5%90%88%E8%87%AA%E5%B7%B1%E7%B3%BB%E7%BB%9F%E7%9A%84Logstash%E7%89%88%E6%9C%AC%EF%BC%8C%E4%B8%8B%E8%BD%BD%E5%AE%8C%E6%88%90%E5%90%8E%E8%A7%A3%E5%8E%8B%E7%BC%A9%E3%80%82\">https:\/\/www.elastic.co\/downloads\/logstash\uff09\u4e0a\u4e0b\u8f7d\u9002\u5408\u81ea\u5df1\u7cfb\u7edf\u7684Logstash\u7248\u672c\uff0c\u4e0b\u8f7d\u5b8c\u6210\u540e\u89e3\u538b\u7f29\u3002<\/a><\/li>\n\n\n\n<li>\u7f16\u5199Logstash\u914d\u7f6e\u6587\u4ef6\uff1a\u5728Logstash\u89e3\u538b\u7f29\u540e\u7684\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u4f8b\u5982logstash.conf\u3002\u5728\u8be5\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u914d\u7f6e\u4ece\u54ea\u4e9b\u6570\u636e\u6e90\u6536\u96c6\u6570\u636e\uff0c\u4f7f\u7528\u54ea\u4e9b\u8fc7\u6ee4\u5668\u5904\u7406\u6570\u636e\uff0c\u5c06\u6570\u636e\u8f93\u51fa\u5230\u54ea\u4e9b\u76ee\u7684\u5730\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u7528\u4e8e\u4ecestdin\u8f93\u5165\u63d2\u4ef6\u6536\u96c6\u6570\u636e\uff0c\u4f7f\u7528grok\u8fc7\u6ee4\u5668\u89e3\u6790\u6570\u636e\uff0c\u5c06\u6570\u636e\u8f93\u51fa\u5230stdout\u8f93\u51fa\u63d2\u4ef6\uff1ainput { stdin {} } filter { grok { match =&gt; { &#8220;message&#8221; =&gt; &#8220;%{COMBINEDAPACHELOG}&#8221; } } } output { stdout {} }<\/li>\n\n\n\n<li>\u542f\u52a8Logstash\uff1a\u5728\u7ec8\u7aef\u4e2d\u8fdb\u5165Logstash\u7684bin\u76ee\u5f55\uff0c\u8fd0\u884c.\/logstash -f logstash.conf\u547d\u4ee4\u542f\u52a8Logstash\u3002\u542f\u52a8\u6210\u529f\u540e\uff0c\u7ec8\u7aef\u4f1a\u663e\u793aLogstash\u7684\u542f\u52a8\u65e5\u5fd7\u3002<\/li>\n\n\n\n<li>\u9a8c\u8bc1Logstash\u662f\u5426\u6210\u529f\u542f\u52a8\uff1a\u5728\u7ec8\u7aef\u4e2d\u8f93\u5165\u4e00\u4e9b\u6570\u636e\uff08\u4f8b\u5982\u4e00\u6761Apache\u65e5\u5fd7\uff09\uff0c\u5982\u679cLogstash\u6210\u529f\u542f\u52a8\uff0c\u4f1a\u8f93\u51fa\u5904\u7406\u540e\u7684\u6570\u636e\u5230stdout\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u5728Linux\u7cfb\u7edf\u4e2d\u5b89\u88c5Logstash\u7684\u6b65\u9aa4\uff0c\u5982\u679c\u4f7f\u7528\u5176\u4ed6\u64cd\u4f5c\u7cfb\u7edf\uff0c\u6b65\u9aa4\u53ef\u80fd\u7565\u6709\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5b89\u88c5Logstash\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fddJava\u5df2\u7ecf\u6210\u529f\u5b89\u88c5\uff0c\u5e76\u4e14Java\u7248\u672c\u53f7\u8981\u7b26\u5408Logstash\u7684\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eLogstash 7.x\u7248\u672c\uff0c\u9700\u8981Java 8\u6216Java 11\u3002<\/p>\n\n\n\n<p>\u5b89\u88c5Logstash\u662fELK\u5e73\u53f0\u5b89\u88c5\u7684\u5fc5\u8981\u6b65\u9aa4\uff0c\u53ea\u6709\u5728Logstash\u6210\u529f\u5b89\u88c5\u4e4b\u540e\uff0c\u624d\u80fd\u6536\u96c6\u3001\u5904\u7406\u548c\u8f93\u51fa\u6570\u636e\u5230Elasticsearch\u548cKibana\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5b89\u88c5Kibana<\/p>\n\n\n\n<p>\u5b89\u88c5Kibana\u662fELK\u5e73\u53f0\u642d\u5efa\u7684\u6700\u540e\u4e00\u6b65\uff0c\u4ee5\u4e0b\u662f\u5b89\u88c5Kibana\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0b\u8f7dKibana\uff1a\u5728Kibana\u7684\u5b98\u7f51\uff08<a 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href=\"http:\/\/localhost:5601%EF%BC%8C%E5%A6%82%E6%9E%9CKibana%E6%88%90%E5%8A%9F%E5%90%AF%E5%8A%A8%EF%BC%8C%E4%BC%9A%E6%98%BE%E7%A4%BAKibana%E7%9A%84%E6%AC%A2%E8%BF%8E%E9%A1%B5%E9%9D%A2%E3%80%82\/\">http:\/\/localhost:5601\uff0c\u5982\u679cKibana\u6210\u529f\u542f\u52a8\uff0c\u4f1a\u663e\u793aKibana\u7684\u6b22\u8fce\u9875\u9762\u3002<\/a><\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u5728Linux\u7cfb\u7edf\u4e2d\u5b89\u88c5Kibana\u7684\u6b65\u9aa4\uff0c\u5982\u679c\u4f7f\u7528\u5176\u4ed6\u64cd\u4f5c\u7cfb\u7edf\uff0c\u6b65\u9aa4\u53ef\u80fd\u7565\u6709\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5728\u5b89\u88c5Kibana\u4e4b\u524d\uff0c\u9700\u8981\u786e\u4fddJava\u5df2\u7ecf\u6210\u529f\u5b89\u88c5\uff0c\u5e76\u4e14Java\u7248\u672c\u53f7\u8981\u7b26\u5408Kibana\u7684\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eKibana 7.x\u7248\u672c\uff0c\u9700\u8981Java 8\u6216Java 11\u3002<\/p>\n\n\n\n<p>\u5b89\u88c5Kibana\u662fELK\u5e73\u53f0\u5b89\u88c5\u7684\u5fc5\u8981\u6b65\u9aa4\uff0c\u53ea\u6709\u5728Kibana\u6210\u529f\u5b89\u88c5\u4e4b\u540e\uff0c\u624d\u80fd\u4f7f\u7528Kibana\u5bf9Elasticsearch\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caElasticsearch\u7684\u7d22\u5f15\u548c\u641c\u7d22\u6570\u636e<\/p>\n\n\n\n<p>Elasticsearch\u662f\u4e00\u4e2a\u57fa\u4e8eLucene\u7684\u5206\u5e03\u5f0f\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u7d22\u5f15\u548c\u641c\u7d22\u529f\u80fd\uff0c\u53ef\u4ee5\u5feb\u901f\u5730\u5bf9\u5927\u91cf\u6570\u636e\u8fdb\u884c\u641c\u7d22\u548c\u5206\u6790\u3002\u4e0b\u9762\u662fElasticsearch\u7684\u7d22\u5f15\u548c\u641c\u7d22\u6570\u636e\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7d22\u5f15\u6570\u636e\uff1a\u5728Elasticsearch\u4e2d\uff0c\u7d22\u5f15\u662f\u6307\u5c06\u6570\u636e\u5b58\u50a8\u5230Elasticsearch\u4e2d\uff0c\u4ee5\u4fbf\u53ef\u4ee5\u901a\u8fc7\u641c\u7d22\u6765\u67e5\u8be2\u548c\u5206\u6790\u8fd9\u4e9b\u6570\u636e\u3002\u5728Elasticsearch\u4e2d\uff0c\u7d22\u5f15\u53ef\u4ee5\u5305\u542b\u591a\u4e2a\u7c7b\u578b\uff0c\u6bcf\u4e2a\u7c7b\u578b\u90fd\u6709\u4e00\u4e2a\u6620\u5c04\uff0c\u7528\u4e8e\u63cf\u8ff0\u8be5\u7c7b\u578b\u4e2d\u5305\u542b\u7684\u5b57\u6bb5\u53ca\u5176\u6570\u636e\u7c7b\u578b\u3002\u521b\u5efa\u7d22\u5f15\u65f6\uff0c\u9700\u8981\u6307\u5b9a\u7d22\u5f15\u540d\u79f0\u548c\u6620\u5c04\uff0c\u4f8b\u5982\uff1aPUT \/my_index { &#8220;mappings&#8221;: { &#8220;properties&#8221;: { &#8220;title&#8221;: { &#8220;type&#8221;: &#8220;text&#8221; }, &#8220;content&#8221;: { &#8220;type&#8221;: &#8220;text&#8221; }, &#8220;author&#8221;: { &#8220;type&#8221;: &#8220;keyword&#8221; }, &#8220;publish_date&#8221;: { &#8220;type&#8221;: &#8220;date&#8221; } } } }<\/li>\n\n\n\n<li>\u6dfb\u52a0\u6570\u636e\uff1a\u6dfb\u52a0\u6570\u636e\u5230\u7d22\u5f15\u4e2d\u7684\u8fc7\u7a0b\u79f0\u4e3a\u7d22\u5f15\u6587\u6863\u3002\u5728Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528HTTP PUT\u8bf7\u6c42\u5c06JSON\u683c\u5f0f\u7684\u6587\u6863\u6dfb\u52a0\u5230\u7d22\u5f15\u4e2d\u3002\u4f8b\u5982\uff1aPUT \/my_index\/_doc\/1 { &#8220;title&#8221;: &#8220;Elasticsearch Indexing&#8221;, &#8220;content&#8221;: &#8220;This is a tutorial about Elasticsearch indexing.&#8221;, &#8220;author&#8221;: &#8220;John Doe&#8221;, &#8220;publish_date&#8221;: &#8220;2022-01-01&#8221; }<\/li>\n\n\n\n<li>\u641c\u7d22\u6570\u636e\uff1a\u5728Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u67e5\u8be2DSL\uff08Domain Specific Language\uff09\u6765\u6784\u5efa\u67e5\u8be2\u8bed\u53e5\uff0c\u4ee5\u641c\u7d22\u548c\u5206\u6790\u6570\u636e\u3002\u67e5\u8be2DSL\u63d0\u4f9b\u4e86\u8bb8\u591a\u67e5\u8be2\u7c7b\u578b\uff0c\u5982\u5339\u914d\u67e5\u8be2\u3001\u8fc7\u6ee4\u67e5\u8be2\u3001\u805a\u5408\u67e5\u8be2\u7b49\u7b49\uff0c\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u8fdb\u884c\u7ec4\u5408\u548c\u5b9a\u5236\u3002\u4f8b\u5982\uff1aGET \/my_index\/_search { &#8220;query&#8221;: { &#8220;match&#8221;: { &#8220;title&#8221;: &#8220;Elasticsearch&#8221; } } }<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u8ff0\u67e5\u8be2\u8bed\u53e5\u5c06\u8fd4\u56de\u6240\u6709\u5305\u542b\u5173\u952e\u8bcd\u201cElasticsearch\u201d\u7684\u6587\u6863\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0cElasticsearch\u7684\u7d22\u5f15\u548c\u641c\u7d22\u529f\u80fd\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u5b58\u50a8\u3001\u641c\u7d22\u548c\u5206\u6790\u5927\u91cf\u7684\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u53ef\u7528\u6027\u548c\u4ef7\u503c\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caElasticsearch\u5982\u4f55\u914d\u7f6e\u96c6\u7fa4\u548c\u8282\u70b9<\/p>\n\n\n\n<p>Elasticsearch\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\uff0c\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u96c6\u7fa4\u548c\u8282\u70b9\u6765\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u6269\u5c55\u6027\u548c\u53ef\u9760\u6027\u3002\u4ee5\u4e0b\u662fElasticsearch\u5982\u4f55\u914d\u7f6e\u96c6\u7fa4\u548c\u8282\u70b9\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u914d\u7f6e\u96c6\u7fa4\u540d\u79f0\uff1a\u5728Elasticsearch\u96c6\u7fa4\u4e2d\uff0c\u6240\u6709\u8282\u70b9\u5fc5\u987b\u6709\u76f8\u540c\u7684\u96c6\u7fa4\u540d\u79f0\uff0c\u4ee5\u4fbf\u5b83\u4eec\u53ef\u4ee5\u76f8\u4e92\u901a\u4fe1\u5e76\u5171\u4eab\u6570\u636e\u3002\u96c6\u7fa4\u540d\u79f0\u9ed8\u8ba4\u4e3a\u201celasticsearch\u201d\uff0c\u53ef\u4ee5\u5728elasticsearch.yml\u6587\u4ef6\u4e2d\u8fdb\u884c\u914d\u7f6e\uff0c\u4f8b\u5982\uff1acluster.name: my_cluster<\/li>\n\n\n\n<li>\u914d\u7f6e\u8282\u70b9\u540d\u79f0\uff1a\u6bcf\u4e2aElasticsearch\u8282\u70b9\u90fd\u6709\u4e00\u4e2a\u552f\u4e00\u7684\u540d\u79f0\uff0c\u53ef\u4ee5\u5728elasticsearch.yml\u6587\u4ef6\u4e2d\u8fdb\u884c\u914d\u7f6e\uff0c\u4f8b\u5982\uff1anode.name: my_node<\/li>\n\n\n\n<li>\u914d\u7f6e\u8282\u70b9\u89d2\u8272\uff1a\u5728Elasticsearch\u96c6\u7fa4\u4e2d\uff0c\u8282\u70b9\u53ef\u4ee5\u5177\u6709\u4e0d\u540c\u7684\u89d2\u8272\uff0c\u4f8b\u5982\u4e3b\u8282\u70b9\u3001\u6570\u636e\u8282\u70b9\u548c\u5ba2\u6237\u7aef\u8282\u70b9\u3002\u4e3b\u8282\u70b9\u8d1f\u8d23\u534f\u8c03\u96c6\u7fa4\u4e2d\u7684\u5404\u4e2a\u8282\u70b9\uff0c\u6570\u636e\u8282\u70b9\u8d1f\u8d23\u5b58\u50a8\u548c\u7ba1\u7406\u6570\u636e\uff0c\u5ba2\u6237\u7aef\u8282\u70b9\u8d1f\u8d23\u63a5\u6536\u548c\u5904\u7406\u5916\u90e8\u8bf7\u6c42\u3002\u53ef\u4ee5\u901a\u8fc7\u5728elasticsearch.yml\u6587\u4ef6\u4e2d\u8bbe\u7f6enode.master\u3001node.data\u548cnode.client\u53c2\u6570\u6765\u914d\u7f6e\u8282\u70b9\u89d2\u8272\uff0c\u4f8b\u5982\uff1anode.master: true node.data: true node.client: false<\/li>\n\n\n\n<li>\u914d\u7f6e\u7f51\u7edc\u5730\u5740\uff1a\u5728Elasticsearch\u96c6\u7fa4\u4e2d\uff0c\u8282\u70b9\u4e4b\u95f4\u5fc5\u987b\u80fd\u591f\u76f8\u4e92\u901a\u4fe1\u3002\u53ef\u4ee5\u901a\u8fc7\u5728elasticsearch.yml\u6587\u4ef6\u4e2d\u8bbe\u7f6enetwork.host\u53c2\u6570\u6765\u914d\u7f6e\u8282\u70b9\u7684\u7f51\u7edc\u5730\u5740\uff0c\u4f8b\u5982\uff1anetwork.host: 192.168.1.100<\/li>\n\n\n\n<li>\u914d\u7f6e\u8282\u70b9\u53d1\u73b0\uff1a\u5728Elasticsearch\u96c6\u7fa4\u4e2d\uff0c\u8282\u70b9\u5fc5\u987b\u80fd\u591f\u53d1\u73b0\u5f7c\u6b64\u3002\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528Zen\u53d1\u73b0\u673a\u5236\u3001Unicast\u53d1\u73b0\u673a\u5236\u6216Cloud\u53d1\u73b0\u673a\u5236\u6765\u914d\u7f6e\u8282\u70b9\u53d1\u73b0\u3002\u5176\u4e2d\uff0cZen\u53d1\u73b0\u673a\u5236\u662f\u9ed8\u8ba4\u7684\u53d1\u73b0\u673a\u5236\uff0c\u53ef\u4ee5\u5728elasticsearch.yml\u6587\u4ef6\u4e2d\u8fdb\u884c\u914d\u7f6e\uff0c\u4f8b\u5982\uff1adiscovery.zen.ping.unicast.hosts: [&#8220;192.168.1.100&#8221;, &#8220;192.168.1.101&#8221;, &#8220;192.168.1.102&#8221;]<\/li>\n<\/ol>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u914d\u7f6eElasticsearch\u96c6\u7fa4\u548c\u8282\u70b9\u7684\u4e3b\u8981\u6b65\u9aa4\uff0c\u5982\u679c\u9700\u8981\u6dfb\u52a0\u66f4\u591a\u7684\u8282\u70b9\uff0c\u53ea\u9700\u8981\u5728\u65b0\u8282\u70b9\u4e0a\u5b89\u88c5Elasticsearch\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4e0e\u73b0\u6709\u8282\u70b9\u76f8\u540c\u7684\u96c6\u7fa4\u548c\u8282\u70b9\u3002\u914d\u7f6e\u597d\u96c6\u7fa4\u548c\u8282\u70b9\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7Elasticsearch API\u6765\u7ba1\u7406\u548c\u76d1\u63a7\u96c6\u7fa4\u548c\u8282\u70b9\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5982\u4f55\u4f7f\u7528Kibana\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u548c\u68c0\u7d22<\/p>\n\n\n\n<p>Kibana\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u5e73\u53f0\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5bf9Elasticsearch\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\u548c\u68c0\u7d22\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u4f7f\u7528Kibana\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u548c\u68c0\u7d22\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\uff1a\u5728\u4f7f\u7528Kibana\u4e4b\u524d\uff0c\u9700\u8981\u5148\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\uff0c\u4ee5\u4fbfKibana\u53ef\u4ee5\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\u3002\u5728Kibana\u7684\u9996\u9875\u4e2d\uff0c\u9009\u62e9\u201cManagement\u201d-&gt;\u201cIndex Patterns\u201d\uff0c\u7136\u540e\u8f93\u5165\u7d22\u5f15\u540d\u79f0\u5e76\u9009\u62e9\u5305\u542b\u7684\u5b57\u6bb5\u3002\u4f8b\u5982\uff0c\u5982\u679c\u8981\u53ef\u89c6\u5316Apache\u65e5\u5fd7\u6570\u636e\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a\u201capache-*\u201d\u7684\u7d22\u5f15\u6a21\u5f0f\uff0c\u5e76\u9009\u62e9\u5305\u542b\u5728\u65e5\u5fd7\u4e2d\u7684\u5b57\u6bb5\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u53ef\u89c6\u5316\u56fe\u8868\uff1a\u5728Kibana\u7684\u9996\u9875\u4e2d\uff0c\u9009\u62e9\u201cVisualize\u201d-&gt;\u201cCreate a Visualization\u201d\uff0c\u7136\u540e\u9009\u62e9\u8981\u521b\u5efa\u7684\u56fe\u8868\u7c7b\u578b\u3002Kibana\u63d0\u4f9b\u4e86\u8bb8\u591a\u4e0d\u540c\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5982\u67f1\u5f62\u56fe\u3001\u7ebf\u5f62\u56fe\u3001\u997c\u56fe\u7b49\u7b49\u3002\u5728\u521b\u5efa\u56fe\u8868\u65f6\uff0c\u9700\u8981\u9009\u62e9\u4f7f\u7528\u54ea\u4e2a\u7d22\u5f15\u6a21\u5f0f\uff0c\u5e76\u9009\u62e9\u8981\u663e\u793a\u7684\u5b57\u6bb5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u67f1\u5f62\u56fe\uff0c\u663e\u793a\u6bcf\u4e2a\u5c0f\u65f6\u8bbf\u95ee\u91cf\u7684\u6570\u91cf\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u4eea\u8868\u76d8\uff1a\u5728Kibana\u7684\u9996\u9875\u4e2d\uff0c\u9009\u62e9\u201cDashboard\u201d-&gt;\u201cCreate a Dashboard\u201d\uff0c\u7136\u540e\u5c06\u53ef\u89c6\u5316\u56fe\u8868\u6dfb\u52a0\u5230\u4eea\u8868\u76d8\u4e2d\u3002\u5728\u521b\u5efa\u4eea\u8868\u76d8\u65f6\uff0c\u53ef\u4ee5\u9009\u62e9\u5e03\u5c40\u548c\u6837\u5f0f\uff0c\u5e76\u6dfb\u52a0\u6807\u9898\u548c\u8fc7\u6ee4\u5668\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u4eea\u8868\u76d8\uff0c\u663e\u793a\u4e0d\u540c\u65f6\u95f4\u6bb5\u7684\u8bbf\u95ee\u91cf\u548c\u8bbf\u95ee\u6765\u6e90\u7684\u5206\u5e03\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u641c\u7d22\uff1a\u5728Kibana\u7684\u9996\u9875\u4e2d\uff0c\u9009\u62e9\u201cDiscover\u201d\uff0c\u7136\u540e\u4f7f\u7528\u641c\u7d22\u6846\u8f93\u5165\u8981\u641c\u7d22\u7684\u5173\u952e\u8bcd\u3002Kibana\u4f1a\u5728Elasticsearch\u4e2d\u641c\u7d22\u4e0e\u5173\u952e\u8bcd\u5339\u914d\u7684\u6587\u6863\uff0c\u5e76\u663e\u793a\u641c\u7d22\u7ed3\u679c\u3002\u5728\u641c\u7d22\u7ed3\u679c\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fc7\u6ee4\u5668\u3001\u65f6\u95f4\u7ebf\u548c\u56fe\u8868\u6765\u8fdb\u4e00\u6b65\u5206\u6790\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u641c\u7d22\u5305\u542b\u5173\u952e\u8bcd\u201cerror\u201d\u7684\u65e5\u5fd7\uff0c\u7136\u540e\u4f7f\u7528\u67f1\u5f62\u56fe\u5206\u6790\u9519\u8bef\u53d1\u751f\u7684\u9891\u7387\u548c\u9519\u8bef\u7c7b\u578b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cKibana\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u68c0\u7d22\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u5206\u6790\u548c\u53ef\u89c6\u5316\u5927\u91cf\u7684\u6570\u636e\u3002\u901a\u8fc7\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\u3001\u53ef\u89c6\u5316\u56fe\u8868\u548c\u4eea\u8868\u76d8\uff0c\u4ee5\u53ca\u4f7f\u7528\u641c\u7d22\u548c\u8fc7\u6ee4\u5668\uff0c\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u6570\u636e\u7684\u7279\u5f81\u548c\u8d8b\u52bf\uff0c\u5e76\u4f5c\u51fa\u6709\u6548\u7684\u51b3\u7b56\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662fLogstash<\/p>\n\n\n\n<p>Logstash\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6570\u636e\u6536\u96c6\u3001\u5904\u7406\u548c\u8f6c\u53d1\u5f15\u64ce\uff0c\u5b83\u53ef\u4ee5\u5c06\u6765\u81ea\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u96c6\u6210\u5230Elasticsearch\u4e2d\u8fdb\u884c\u68c0\u7d22\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002Logstash\u652f\u6301\u591a\u79cd\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u96c6\u6210\u5404\u79cd\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662fLogstash\u7684\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\u548c\u529f\u80fd\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8f93\u5165\u6e90\uff1aLogstash\u652f\u6301\u591a\u79cd\u8f93\u5165\u6e90\uff0c\u5982\u6587\u4ef6\u3001\u6d88\u606f\u961f\u5217\u3001\u7f51\u7edc\u7aef\u53e3\u3001\u6570\u636e\u5e93\u7b49\u7b49\u3002\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u4e0d\u540c\u7684\u8f93\u5165\u6e90\uff0c\u5c06\u5404\u79cd\u6570\u636e\u6e90\u96c6\u6210\u5230Logstash\u4e2d\u8fdb\u884c\u5904\u7406\u548c\u8f6c\u53d1\u3002<\/li>\n\n\n\n<li>\u8fc7\u6ee4\u5668\uff1aLogstash\u63d0\u4f9b\u4e86\u8bb8\u591a\u5185\u7f6e\u7684\u8fc7\u6ee4\u5668\uff0c\u5982grok\u3001date\u3001mutate\u7b49\u7b49\uff0c\u53ef\u4ee5\u7528\u6765\u5904\u7406\u548c\u8f6c\u6362\u8f93\u5165\u6570\u636e\u3002\u8fd8\u53ef\u4ee5\u4f7f\u7528Ruby\u4ee3\u7801\u7f16\u5199\u81ea\u5b9a\u4e49\u8fc7\u6ee4\u5668\uff0c\u4ee5\u6ee1\u8db3\u7279\u5b9a\u7684\u9700\u6c42\u3002\u8fc7\u6ee4\u5668\u53ef\u4ee5\u7528\u4e8e\u89e3\u6790\u3001\u4fee\u6539\u548c\u4e30\u5bcc\u6570\u636e\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u641c\u7d22\u548c\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u8f93\u51fa\u6e90\uff1aLogstash\u652f\u6301\u591a\u79cd\u8f93\u51fa\u6e90\uff0c\u5982Elasticsearch\u3001\u6d88\u606f\u961f\u5217\u3001\u6587\u4ef6\u7b49\u7b49\u3002\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u4e0d\u540c\u7684\u8f93\u51fa\u6e90\uff0c\u5c06\u5904\u7406\u540e\u7684\u6570\u636e\u53d1\u9001\u5230\u4e0d\u540c\u7684\u76ee\u7684\u5730\u8fdb\u884c\u5b58\u50a8\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u6587\u4ef6\uff1aLogstash\u7684\u6240\u6709\u914d\u7f6e\u90fd\u662f\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u8fdb\u884c\u7ba1\u7406\u7684\u3002\u914d\u7f6e\u6587\u4ef6\u662f\u4e00\u4e2aYAML\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u5176\u4e2d\u5305\u542b\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\u7684\u914d\u7f6e\u4fe1\u606f\u3002\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\u6765\u66f4\u6539Logstash\u7684\u884c\u4e3a\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cLogstash\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u6536\u96c6\u3001\u5904\u7406\u548c\u8f6c\u53d1\u5f15\u64ce\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u96c6\u6210\u5404\u79cd\u6570\u636e\u6e90\uff0c\u5c06\u6570\u636e\u4f20\u8f93\u5230Elasticsearch\u4e2d\u8fdb\u884c\u68c0\u7d22\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u901a\u8fc7\u914d\u7f6e\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\uff0c\u53ef\u4ee5\u5c06\u4e0d\u540c\u7c7b\u578b\u548c\u683c\u5f0f\u7684\u6570\u636e\u8fdb\u884c\u8f6c\u6362\u548c\u5904\u7406\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u641c\u7d22\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5982\u4f55\u914d\u7f6eLogstash\u8f93\u5165\u548c\u8f93\u51fa<\/p>\n\n\n\n<p>Logstash\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u6536\u96c6\u3001\u5904\u7406\u548c\u8f6c\u53d1\u5f15\u64ce\uff0c\u53ef\u4ee5\u901a\u8fc7\u914d\u7f6e\u8f93\u5165\u548c\u8f93\u51fa\u6765\u5b9e\u73b0\u6570\u636e\u7684\u6536\u96c6\u3001\u5904\u7406\u548c\u4f20\u8f93\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u914d\u7f6eLogstash\u8f93\u5165\u548c\u8f93\u51fa\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u914d\u7f6e\u8f93\u5165\uff1a\u5728Logstash\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7input\u5757\u6765\u914d\u7f6e\u8f93\u5165\u6e90\uff0c\u4f8b\u5982\uff1ainput { file { path =&gt; &#8220;\/var\/log\/messages&#8221; type =&gt; &#8220;syslog&#8221; } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528file\u8f93\u5165\u63d2\u4ef6\u4ece\/var\/log\/messages\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u7684\u7c7b\u578b\u8bbe\u7f6e\u4e3asyslog\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8fc7\u6ee4\u5668\uff1a\u5728Logstash\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7filter\u5757\u6765\u914d\u7f6e\u8fc7\u6ee4\u5668\uff0c\u4f8b\u5982\uff1afilter { grok { match =&gt; { &#8220;message&#8221; =&gt; &#8220;%{COMBINEDAPACHELOG}&#8221; } } date { match =&gt; [ &#8220;timestamp&#8221;, &#8220;dd\/MMM\/yyyy:HH:mm:ss Z&#8221; ] } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528grok\u8fc7\u6ee4\u5668\u89e3\u6790COMBINEDAPACHELOG\u683c\u5f0f\u7684\u65e5\u5fd7\uff0c\u5e76\u4f7f\u7528date\u8fc7\u6ee4\u5668\u5c06timestamp\u5b57\u6bb5\u8f6c\u6362\u4e3a\u65e5\u671f\u683c\u5f0f\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8f93\u51fa\uff1a\u5728Logstash\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7output\u5757\u6765\u914d\u7f6e\u8f93\u51fa\u6e90\uff0c\u4f8b\u5982\uff1aoutput { elasticsearch { hosts =&gt; [&#8220;localhost:9200&#8221;] index =&gt; &#8220;my_index-%{+YYYY.MM.dd}&#8221; } stdout { codec =&gt; rubydebug } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528elasticsearch\u8f93\u51fa\u63d2\u4ef6\u5c06\u6570\u636e\u4f20\u8f93\u5230Elasticsearch\u4e2d\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5728\u540d\u4e3a\u201cmy_index\u201d\u7684\u7d22\u5f15\u4e2d\u3002\u540c\u65f6\uff0c\u4f7f\u7528stdout\u8f93\u51fa\u63d2\u4ef6\u5c06\u6570\u636e\u8f93\u51fa\u5230\u63a7\u5236\u53f0\u4e0a\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cLogstash\u7684\u8f93\u5165\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u8fdb\u884c\u7ec4\u5408\u548c\u5b9a\u5236\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u914d\u7f6e\u591a\u4e2a\u8f93\u5165\u6e90\u548c\u8f93\u51fa\u6e90\uff0c\u4f7f\u7528\u4e0d\u540c\u7684\u8fc7\u6ee4\u5668\u548c\u683c\u5f0f\u5316\u5668\uff0c\u4ee5\u6ee1\u8db3\u4e0d\u540c\u7684\u6570\u636e\u6536\u96c6\u548c\u4f20\u8f93\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0cLogstash\u7684\u8f93\u5165\u548c\u8f93\u51fa\u662f\u914d\u7f6eLogstash\u7684\u4e3b\u8981\u6b65\u9aa4\u4e4b\u4e00\uff0c\u901a\u8fc7\u914d\u7f6e\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\uff0c\u53ef\u4ee5\u5c06\u5404\u79cd\u6570\u636e\u6e90\u6536\u96c6\u3001\u5904\u7406\u548c\u4f20\u8f93\u5230\u4e0d\u540c\u7684\u76ee\u7684\u5730\u3002\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u7684\u5206\u6790\u548c\u53ef\u89c6\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caLogstash\u4e2d\u4f7f\u7528\u8fc7\u6ee4\u5668<\/p>\n\n\n\n<p>Logstash\u4e2d\u7684\u8fc7\u6ee4\u5668\u662f\u7528\u4e8e\u5904\u7406\u8f93\u5165\u6570\u636e\u7684\u7ec4\u4ef6\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u89e3\u6790\u3001\u8f6c\u6362\u3001\u4fee\u6539\u548c\u8fc7\u6ee4\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002\u4ee5\u4e0b\u662fLogstash\u4e2d\u4f7f\u7528\u8fc7\u6ee4\u5668\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u89e3\u6790\u6570\u636e\uff1aLogstash\u4e2d\u7684grok\u8fc7\u6ee4\u5668\u53ef\u4ee5\u5c06\u539f\u59cb\u6570\u636e\u89e3\u6790\u6210\u6709\u610f\u4e49\u7684\u5b57\u6bb5\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u641c\u7d22\u548c\u5206\u6790\u3002grok\u8fc7\u6ee4\u5668\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6a21\u5f0f\u6765\u5339\u914d\u548c\u63d0\u53d6\u6570\u636e\uff0c\u4f8b\u5982\uff1afilter { grok { match =&gt; { &#8220;message&#8221; =&gt; &#8220;%{COMBINEDAPACHELOG}&#8221; } } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528grok\u8fc7\u6ee4\u5668\u5c06Apache\u65e5\u5fd7\u6570\u636e\u89e3\u6790\u6210\u9884\u5b9a\u4e49\u7684\u5b57\u6bb5\uff0c\u5982clientip\u3001timestamp\u3001request\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u8f6c\u6362\u6570\u636e\u7c7b\u578b\uff1aLogstash\u4e2d\u7684mutate\u8fc7\u6ee4\u5668\u53ef\u4ee5\u5c06\u6570\u636e\u7c7b\u578b\u4ece\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3a\u6570\u5b57\u3001\u65e5\u671f\u7b49\u7b49\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u641c\u7d22\u548c\u5206\u6790\u3002\u4f8b\u5982\uff1afilter { mutate { convert =&gt; { &#8220;bytes&#8221; =&gt; &#8220;integer&#8221; } convert =&gt; { &#8220;timestamp&#8221; =&gt; &#8220;date&#8221; } } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528mutate\u8fc7\u6ee4\u5668\u5c06bytes\u5b57\u6bb5\u4ece\u5b57\u7b26\u4e32\u7c7b\u578b\u8f6c\u6362\u4e3a\u6574\u6570\u7c7b\u578b\uff0c\u5e76\u5c06timestamp\u5b57\u6bb5\u4ece\u5b57\u7b26\u4e32\u7c7b\u578b\u8f6c\u6362\u4e3a\u65e5\u671f\u7c7b\u578b\u3002<\/li>\n\n\n\n<li>\u4fee\u6539\u6570\u636e\uff1aLogstash\u4e2d\u7684mutate\u8fc7\u6ee4\u5668\u8fd8\u53ef\u4ee5\u7528\u4e8e\u4fee\u6539\u5b57\u6bb5\u503c\u3001\u91cd\u547d\u540d\u5b57\u6bb5\u548c\u6dfb\u52a0\u65b0\u5b57\u6bb5\u3002\u4f8b\u5982\uff1afilter { mutate { rename =&gt; { &#8220;old_field&#8221; =&gt; &#8220;new_field&#8221; } add_field =&gt; { &#8220;new_field&#8221; =&gt; &#8220;new_value&#8221; } replace =&gt; { &#8220;status&#8221; =&gt; &#8220;success&#8221; } } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528mutate\u8fc7\u6ee4\u5668\u5c06old_field\u5b57\u6bb5\u91cd\u547d\u540d\u4e3anew_field\u5b57\u6bb5\uff0c\u5e76\u6dfb\u52a0\u4e00\u4e2a\u65b0\u7684\u5b57\u6bb5new_field\uff0c\u5c06status\u5b57\u6bb5\u7684\u503c\u66ff\u6362\u4e3asuccess\u3002<\/li>\n\n\n\n<li>\u8fc7\u6ee4\u6570\u636e\uff1aLogstash\u4e2d\u7684filter\u8fc7\u6ee4\u5668\u53ef\u4ee5\u6839\u636e\u6761\u4ef6\u8fc7\u6ee4\u6570\u636e\uff0c\u4f8b\u5982\uff1afilter { if [status] == &#8220;error&#8221; { drop { } } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528if\u6761\u4ef6\u8bed\u53e5\u548cdrop\u8fc7\u6ee4\u5668\u5c06\u6240\u6709\u72b6\u6001\u4e3aerror\u7684\u6570\u636e\u4e22\u5f03\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cLogstash\u4e2d\u7684\u8fc7\u6ee4\u5668\u662f\u5904\u7406\u8f93\u5165\u6570\u636e\u7684\u91cd\u8981\u7ec4\u4ef6\uff0c\u53ef\u4ee5\u901a\u8fc7\u89e3\u6790\u3001\u8f6c\u6362\u3001\u4fee\u6539\u548c\u8fc7\u6ee4\u6570\u636e\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\uff0c\u9009\u62e9\u9002\u5f53\u7684\u8fc7\u6ee4\u5668\uff0c\u5e76\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caLogstash\u96c6\u6210Elasticsearch\u548cKibana<\/p>\n\n\n\n<p>Logstash\u3001Elasticsearch\u548cKibana\uff08\u901a\u5e38\u88ab\u79f0\u4e3aELK Stack\uff09\u662f\u4e09\u4e2a\u7d27\u5bc6\u8026\u5408\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u901a\u5e38\u4e00\u8d77\u4f7f\u7528\u4ee5\u5b9e\u73b0\u6570\u636e\u6536\u96c6\u3001\u5b58\u50a8\u3001\u641c\u7d22\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u5c06Logstash\u96c6\u6210\u5230Elasticsearch\u548cKibana\u4e2d\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b89\u88c5\u548c\u914d\u7f6eElasticsearch\uff1a\u9996\u5148\u9700\u8981\u5b89\u88c5\u548c\u914d\u7f6eElasticsearch\uff0c\u4ee5\u4fbfLogstash\u53ef\u4ee5\u5c06\u6570\u636e\u53d1\u9001\u5230Elasticsearch\u4e2d\u8fdb\u884c\u5b58\u50a8\u548c\u641c\u7d22\u3002\u5728\u5b89\u88c5Elasticsearch\u4e4b\u540e\uff0c\u9700\u8981\u914d\u7f6e\u7d22\u5f15\u6a21\u5f0f\u3001\u6587\u6863\u7c7b\u578b\u548c\u5b57\u6bb5\u6620\u5c04\uff0c\u4ee5\u4fbfLogstash\u53ef\u4ee5\u6b63\u786e\u5730\u5c06\u6570\u636e\u5b58\u50a8\u5728Elasticsearch\u4e2d\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5\u548c\u914d\u7f6eKibana\uff1a\u5176\u6b21\u9700\u8981\u5b89\u88c5\u548c\u914d\u7f6eKibana\uff0c\u4ee5\u4fbf\u53ef\u89c6\u5316\u548c\u68c0\u7d22\u5b58\u50a8\u5728Elasticsearch\u4e2d\u7684\u6570\u636e\u3002\u5728\u5b89\u88c5Kibana\u4e4b\u540e\uff0c\u9700\u8981\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\uff0c\u4ee5\u4fbfKibana\u53ef\u4ee5\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\uff0c\u5e76\u521b\u5efa\u53ef\u89c6\u5316\u56fe\u8868\u548c\u4eea\u8868\u76d8\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5\u548c\u914d\u7f6eLogstash\uff1a\u6700\u540e\u9700\u8981\u5b89\u88c5\u548c\u914d\u7f6eLogstash\uff0c\u4ee5\u4fbf\u6536\u96c6\u3001\u5904\u7406\u548c\u8f6c\u53d1\u6570\u636e\u5230Elasticsearch\u4e2d\u3002\u5728\u5b89\u88c5Logstash\u4e4b\u540e\uff0c\u9700\u8981\u914d\u7f6e\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u6536\u96c6\u548c\u4f20\u8f93\u7684\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528file\u8f93\u5165\u63d2\u4ef6\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u4f7f\u7528grok\u8fc7\u6ee4\u5668\u89e3\u6790\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528elasticsearch\u8f93\u51fa\u63d2\u4ef6\u5c06\u6570\u636e\u4f20\u8f93\u5230Elasticsearch\u4e2d\u3002<\/li>\n\n\n\n<li>\u914d\u7f6eLogstash\u7684\u8f93\u51fa\uff1a\u5728Logstash\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u9700\u8981\u914d\u7f6eelasticsearch\u8f93\u51fa\u63d2\u4ef6\uff0c\u4ee5\u5c06\u6570\u636e\u4f20\u8f93\u5230Elasticsearch\u4e2d\u3002\u4f8b\u5982\uff1aoutput { elasticsearch { hosts =&gt; [&#8220;localhost:9200&#8221;] index =&gt; &#8220;my_index-%{+YYYY.MM.dd}&#8221; } }\u4e0a\u8ff0\u914d\u7f6e\u793a\u4f8b\u4e2d\uff0c\u4f7f\u7528elasticsearch\u8f93\u51fa\u63d2\u4ef6\u5c06\u6570\u636e\u4f20\u8f93\u5230Elasticsearch\u4e2d\uff0c\u5e76\u5c06\u6570\u636e\u5b58\u50a8\u5728\u540d\u4e3a\u201cmy_index\u201d\u7684\u7d22\u5f15\u4e2d\u3002<\/li>\n\n\n\n<li>\u914d\u7f6eKibana\u7684\u7d22\u5f15\u6a21\u5f0f\uff1a\u5728Kibana\u4e2d\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u4e0eLogstash\u4e2d\u4f7f\u7528\u7684\u7d22\u5f15\u6a21\u5f0f\u76f8\u5339\u914d\u7684\u7d22\u5f15\u6a21\u5f0f\uff0c\u4ee5\u4fbf\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5982\u679cLogstash\u4f7f\u7528\u7684\u7d22\u5f15\u6a21\u5f0f\u662f\u201cmy_index-<em>\u201d\uff0c\u5219\u9700\u8981\u5728Kibana\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a\u201cmy_index-<\/em>\u201d\u7684\u7d22\u5f15\u6a21\u5f0f\uff0c\u4ee5\u4fbf\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u53ef\u89c6\u5316\u548c\u4eea\u8868\u677f\uff1a\u5728Kibana\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u53ef\u89c6\u5316\u548c\u4eea\u8868\u677f\u6765\u5206\u6790\u548c\u53ef\u89c6\u5316\u4eceLogstash\u6536\u96c6\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u3001\u7ebf\u5f62\u56fe\u7b49\u7b49\uff0c\u4ee5\u5206\u6790\u6570\u636e\u7684\u7279\u5f81\u548c\u8d8b\u52bf\u3002\u8fd8\u53ef\u4ee5\u5c06\u591a\u4e2a\u53ef\u89c6\u5316\u56fe\u8868\u548c\u8fc7\u6ee4\u5668\u7ec4\u5408\u5230\u4eea\u8868\u677f\u4e2d\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cLogstash\u3001Elasticsearch\u548cKibana\u662f\u4e09\u4e2a\u7d27\u5bc6\u8026\u5408\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u53ef\u4ee5\u4e00\u8d77\u4f7f\u7528\u4ee5\u5b9e\u73b0\u6570\u636e\u6536\u96c6<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u7ee7\u7eed<\/p>\n\n\n\n<p>\u5b58\u50a8\u3001\u641c\u7d22\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u901a\u8fc7\u5c06Logstash\u96c6\u6210\u5230Elasticsearch\u548cKibana\u4e2d\uff0c\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e73\u53f0\uff0c\u4ee5\u6ee1\u8db3\u5404\u79cd\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002\u5728Logstash\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u8f93\u5165\u6e90\u3001\u8fc7\u6ee4\u5668\u548c\u8f93\u51fa\u6e90\uff0c\u4ee5\u7075\u6d3b\u5730\u5904\u7406\u4e0d\u540c\u7c7b\u578b\u548c\u683c\u5f0f\u7684\u6570\u636e\u3002\u5728Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5f3a\u5927\u7684\u641c\u7d22\u5f15\u64ce\u548c\u805a\u5408\u529f\u80fd\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u641c\u7d22\u548c\u5206\u6790\u3002\u5728Kibana\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u53ef\u89c6\u5316\u548c\u4eea\u8868\u677f\u6765\u5c55\u793a\u548c\u5206\u6790\u6570\u636e\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u7ba1\u7406\u6570\u636e\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cLogstash\u3001Elasticsearch\u548cKibana\u7684\u5b89\u88c5\u548c\u914d\u7f6e\u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u77e5\u8bc6\u548c\u7ecf\u9a8c\uff0c\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u8c03\u6574\u548c\u4f18\u5316\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caKibana\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>Kibana\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\u5de5\u5177\uff0c\u5b83\u662fElasticsearch\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u4e00\u90e8\u5206\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4ee5\u652f\u6301\u51b3\u7b56\u548c\u4e1a\u52a1\u9700\u6c42\u3002Kibana\u63d0\u4f9b\u4e86\u5404\u79cd\u529f\u80fd\u548c\u5de5\u5177\uff0c\u5305\u62ec\u53ef\u89c6\u5316\u3001\u67e5\u8be2\u3001\u8fc7\u6ee4\u3001\u4eea\u8868\u76d8\u7b49\u7b49\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u63a2\u7d22\u548c\u7406\u89e3\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662fKibana\u7684\u4e3b\u8981\u7279\u70b9\u548c\u529f\u80fd\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u53ef\u89c6\u5316\uff1aKibana\u63d0\u4f9b\u4e86\u5404\u79cd\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u5982\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u3001\u7ebf\u5f62\u56fe\u3001\u5730\u56fe\u7b49\u7b49\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u8f6c\u6362\u4e3a\u53ef\u89c6\u5316\u7684\u56fe\u5f62\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u67e5\u8be2\u548c\u8fc7\u6ee4\uff1aKibana\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u67e5\u8be2\u548c\u8fc7\u6ee4\u529f\u80fd\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u6df1\u5165\u7684\u5206\u6790\u548c\u63a2\u7d22\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Lucene\u67e5\u8be2\u8bed\u6cd5\u8fdb\u884c\u6587\u672c\u641c\u7d22\uff0c\u4f7f\u7528\u805a\u5408\u548c\u5206\u7ec4\u529f\u80fd\u8fdb\u884c\u6570\u636e\u6c47\u603b\u548c\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u4eea\u8868\u76d8\uff1aKibana\u53ef\u4ee5\u5c06\u591a\u4e2a\u53ef\u89c6\u5316\u56fe\u8868\u548c\u8fc7\u6ee4\u5668\u7ec4\u5408\u5230\u4eea\u8868\u76d8\u4e2d\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5c55\u793a\u548c\u7ba1\u7406\u6570\u636e\u3002\u7528\u6237\u53ef\u4ee5\u6839\u636e\u9700\u8981\u521b\u5efa\u591a\u4e2a\u4eea\u8868\u76d8\uff0c\u5e76\u5c06\u5176\u5171\u4eab\u7ed9\u5176\u4ed6\u7528\u6237\u3002<\/li>\n\n\n\n<li>\u63d2\u4ef6\u548c\u6269\u5c55\uff1aKibana\u652f\u6301\u5404\u79cd\u63d2\u4ef6\u548c\u6269\u5c55\uff0c\u53ef\u4ee5\u6269\u5c55\u5176\u529f\u80fd\u548c\u5b9a\u5236\u5316\uff0c\u4ee5\u6ee1\u8db3\u5404\u79cd\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5b89\u88c5Timelion\u63d2\u4ef6\u6765\u8fdb\u884c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u6216\u5b89\u88c5Reporting\u63d2\u4ef6\u6765\u751f\u6210PDF\u62a5\u544a\u3002<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u6027\uff1aKibana\u5177\u6709\u9ad8\u5ea6\u53ef\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u4e0eElasticsearch\u96c6\u6210\uff0c\u4ee5\u652f\u6301\u6d77\u91cf\u6570\u636e\u548c\u590d\u6742\u67e5\u8be2\u3002\u8fd8\u53ef\u4ee5\u4f7f\u7528Beats\u3001Logstash\u7b49\u5176\u4ed6\u5de5\u5177\u5c06\u4e0d\u540c\u7c7b\u578b\u548c\u683c\u5f0f\u7684\u6570\u636e\u96c6\u6210\u5230Kibana\u4e2d\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cKibana\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5730\u63a2\u7d22\u548c\u7406\u89e3\u6570\u636e\u3002\u901a\u8fc7\u4f7f\u7528\u53ef\u89c6\u5316\u3001\u67e5\u8be2\u3001\u8fc7\u6ee4\u3001\u4eea\u8868\u76d8\u7b49\u529f\u80fd\uff0c\u53ef\u4ee5\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4ee5\u652f\u6301\u51b3\u7b56\u548c\u4e1a\u52a1\u9700\u6c42\u3002\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u529f\u80fd\u548c\u5de5\u5177\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caKibana\u5982\u4f55\u53ef\u89c6\u5316\u6570\u636e<\/p>\n\n\n\n<p>Kibana\u63d0\u4f9b\u4e86\u5404\u79cd\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u8f6c\u6362\u4e3a\u53ef\u89c6\u5316\u7684\u5f62\u5f0f\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002\u4ee5\u4e0b\u662fKibana\u4e2d\u53ef\u89c6\u5316\u6570\u636e\u7684\u4e3b\u8981\u65b9\u6cd5\u548c\u5de5\u5177\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u53ef\u89c6\u5316\u56fe\u8868\uff1aKibana\u63d0\u4f9b\u4e86\u5404\u79cd\u53ef\u89c6\u5316\u56fe\u8868\uff0c\u5982\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u3001\u7ebf\u5f62\u56fe\u3001\u6563\u70b9\u56fe\u7b49\u7b49\uff0c\u53ef\u4ee5\u6839\u636e\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\u9009\u62e9\u9002\u5f53\u7684\u56fe\u8868\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u67f1\u5f62\u56fe\u6765\u663e\u793a\u6570\u636e\u7684\u5206\u5e03\u60c5\u51b5\uff0c\u4f7f\u7528\u997c\u56fe\u6765\u663e\u793a\u6570\u636e\u7684\u5360\u6bd4\u60c5\u51b5\uff0c\u4f7f\u7528\u7ebf\u5f62\u56fe\u6765\u663e\u793a\u6570\u636e\u7684\u8d8b\u52bf\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u5730\u56fe\u53ef\u89c6\u5316\uff1aKibana\u8fd8\u652f\u6301\u5730\u56fe\u53ef\u89c6\u5316\uff0c\u53ef\u4ee5\u6839\u636e\u6570\u636e\u7684\u5730\u7406\u4f4d\u7f6e\u5728\u5730\u56fe\u4e0a\u663e\u793a\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Kibana\u5c06\u9500\u552e\u6570\u636e\u6309\u5730\u533a\u663e\u793a\u5728\u5730\u56fe\u4e0a\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u9500\u552e\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u63d2\u4ef6\uff1aKibana\u8fd8\u652f\u6301\u5404\u79cd\u53ef\u89c6\u5316\u63d2\u4ef6\u548c\u6269\u5c55\uff0c\u53ef\u4ee5\u6269\u5c55\u5176\u529f\u80fd\u548c\u5b9a\u5236\u5316\uff0c\u4ee5\u6ee1\u8db3\u5404\u79cd\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Timelion\u63d2\u4ef6\u8fdb\u884c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u4f7f\u7528Tagcloud\u63d2\u4ef6\u8fdb\u884c\u6587\u672c\u53ef\u89c6\u5316\uff0c\u4f7f\u7528Metricbeat\u548cFilebeat\u63d2\u4ef6\u8fdb\u884c\u65e5\u5fd7\u53ef\u89c6\u5316\u3002<\/li>\n\n\n\n<li>\u4eea\u8868\u76d8\uff1aKibana\u8fd8\u652f\u6301\u4eea\u8868\u76d8\uff0c\u53ef\u4ee5\u5c06\u591a\u4e2a\u53ef\u89c6\u5316\u56fe\u8868\u548c\u8fc7\u6ee4\u5668\u7ec4\u5408\u5230\u4eea\u8868\u76d8\u4e2d\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5c55\u793a\u548c\u7ba1\u7406\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u9500\u552e\u4eea\u8868\u76d8\uff0c\u5c06\u9500\u552e\u6570\u636e\u7684\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u548c\u5730\u56fe\u53ef\u89c6\u5316\u5c55\u793a\u5728\u540c\u4e00\u4e2a\u4eea\u8868\u76d8\u4e2d\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u9500\u552e\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u8fc7\u6ee4\u548c\u67e5\u8be2\uff1aKibana\u8fd8\u652f\u6301\u7075\u6d3b\u7684\u8fc7\u6ee4\u548c\u67e5\u8be2\u529f\u80fd\uff0c\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u7684\u6761\u4ef6\u548c\u8981\u6c42\u7b5b\u9009\u6570\u636e\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5c55\u793a\u548c\u5206\u6790\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Lucene\u67e5\u8be2\u8bed\u6cd5\u8fdb\u884c\u6587\u672c\u641c\u7d22\uff0c\u4f7f\u7528\u805a\u5408\u548c\u5206\u7ec4\u529f\u80fd\u8fdb\u884c\u6570\u636e\u6c47\u603b\u548c\u5206\u6790\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cKibana\u63d0\u4f9b\u4e86\u5404\u79cd\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u8f6c\u6362\u4e3a\u53ef\u89c6\u5316\u7684\u5f62\u5f0f\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002\u9700\u8981\u6839\u636e\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\u9009\u62e9\u9002\u5f53\u7684\u56fe\u8868\u548c\u5de5\u5177\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caKibana\u5982\u4f55\u521b\u5efa\u4eea\u8868\u677f\u548c\u53ef\u89c6\u5316\u56fe\u8868<\/p>\n\n\n\n<p>Kibana\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4eea\u8868\u677f\u548c\u53ef\u89c6\u5316\u56fe\u8868\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u5f62\u5f0f\uff0c\u5e76\u521b\u5efa\u4ea4\u4e92\u5f0f\u7684\u4eea\u8868\u677f\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002\u4ee5\u4e0b\u662fKibana\u521b\u5efa\u4eea\u8868\u677f\u548c\u53ef\u89c6\u5316\u56fe\u8868\u7684\u4e3b\u8981\u6b65\u9aa4\u548c\u65b9\u6cd5\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u521b\u5efa\u7d22\u5f15\u6a21\u5f0f\uff1a\u5728\u5f00\u59cb\u521b\u5efa\u4eea\u8868\u677f\u4e4b\u524d\uff0c\u9700\u8981\u5148\u521b\u5efa\u4e00\u4e2a\u7d22\u5f15\u6a21\u5f0f\uff0c\u4ee5\u4fbf\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\u3002\u5728Kibana\u7684\u7ba1\u7406\u754c\u9762\u4e2d\uff0c\u53ef\u4ee5\u9009\u62e9\u201c\u7d22\u5f15\u6a21\u5f0f\u201d\u9009\u9879\u5361\uff0c\u7136\u540e\u8f93\u5165Elasticsearch\u4e2d\u7684\u7d22\u5f15\u540d\u79f0\uff0c\u5e76\u6307\u5b9a\u9002\u5f53\u7684\u5b57\u6bb5\u6620\u5c04\uff0c\u4ee5\u4fbf\u6b63\u786e\u5730\u89e3\u6790\u548c\u5904\u7406\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u53ef\u89c6\u5316\u56fe\u8868\uff1a\u5728Kibana\u7684\u201c\u53ef\u89c6\u5316\u201d\u9009\u9879\u5361\u4e2d\uff0c\u53ef\u4ee5\u9009\u62e9\u9002\u5f53\u7684\u53ef\u89c6\u5316\u7c7b\u578b\u548c\u6570\u636e\u6e90\uff0c\u4f8b\u5982\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u3001\u7ebf\u5f62\u56fe\u3001\u6563\u70b9\u56fe\u7b49\u7b49\u3002\u7136\u540e\uff0c\u9700\u8981\u6307\u5b9a\u6570\u636e\u5b57\u6bb5\u548c\u805a\u5408\u65b9\u5f0f\uff0c\u5e76\u8fdb\u884c\u4e00\u4e9b\u5176\u4ed6\u8bbe\u7f6e\uff0c\u4f8b\u5982\u56fe\u8868\u7684\u6807\u9898\u3001\u989c\u8272\u3001\u6807\u7b7e\u7b49\u7b49\u3002\u521b\u5efa\u5b8c\u53ef\u89c6\u5316\u56fe\u8868\u540e\uff0c\u53ef\u4ee5\u4fdd\u5b58\u5e76\u5bfc\u51fa\u56fe\u8868\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u4eea\u8868\u76d8\uff1a\u5728Kibana\u7684\u201c\u4eea\u8868\u76d8\u201d\u9009\u9879\u5361\u4e2d\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u4eea\u8868\u76d8\uff0c\u5e76\u5c06\u591a\u4e2a\u53ef\u89c6\u5316\u56fe\u8868\u7ec4\u5408\u5230\u4eea\u8868\u76d8\u4e2d\u3002\u53ef\u4ee5\u4f7f\u7528\u4eea\u8868\u76d8\u7f16\u8f91\u5668\u6765\u5e03\u5c40\u548c\u8c03\u6574\u53ef\u89c6\u5316\u56fe\u8868\u7684\u5927\u5c0f\u548c\u4f4d\u7f6e\uff0c\u5e76\u6dfb\u52a0\u4e00\u4e9b\u5176\u4ed6\u7ec4\u4ef6\uff0c\u4f8b\u5982\u6587\u672c\u6846\u3001\u8fc7\u6ee4\u5668\u3001\u65f6\u95f4\u9009\u62e9\u5668\u7b49\u7b49\u3002\u53ef\u4ee5\u6839\u636e\u9700\u8981\u521b\u5efa\u591a\u4e2a\u4eea\u8868\u76d8\uff0c\u5e76\u5c06\u5176\u5171\u4eab\u7ed9\u5176\u4ed6\u7528\u6237\u3002<\/li>\n\n\n\n<li>\u8fdb\u884c\u6570\u636e\u7b5b\u9009\u548c\u8fc7\u6ee4\uff1a\u5728\u4eea\u8868\u76d8\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fc7\u6ee4\u5668\u548c\u67e5\u8be2\u6765\u7b5b\u9009\u548c\u8fc7\u6ee4\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528Lucene\u67e5\u8be2\u8bed\u6cd5\u8fdb\u884c\u6587\u672c\u641c\u7d22\uff0c\u4f7f\u7528\u805a\u5408\u548c\u5206\u7ec4\u529f\u80fd\u8fdb\u884c\u6570\u636e\u6c47\u603b\u548c\u5206\u6790\u3002\u8fd8\u53ef\u4ee5\u4f7f\u7528\u65f6\u95f4\u9009\u62e9\u5668\u6765\u7f29\u5c0f\u6570\u636e\u7684\u65f6\u95f4\u8303\u56f4\uff0c\u5e76\u4f7f\u7528\u5176\u4ed6\u8fc7\u6ee4\u5668\u6765\u9488\u5bf9\u7279\u5b9a\u7684\u6570\u636e\u5b57\u6bb5\u8fdb\u884c\u8fc7\u6ee4\u3002<\/li>\n\n\n\n<li>\u5171\u4eab\u548c\u5bfc\u51fa\u4eea\u8868\u76d8\uff1a\u5728\u521b\u5efa\u5b8c\u4eea\u8868\u76d8\u540e\uff0c\u53ef\u4ee5\u5c06\u5176\u5171\u4eab\u7ed9\u5176\u4ed6\u7528\u6237\u3002\u53ef\u4ee5\u901a\u8fc7URL\u94fe\u63a5\u6216\u5d4c\u5165\u4ee3\u7801\u7684\u65b9\u5f0f\u5c06\u4eea\u8868\u76d8\u5d4c\u5165\u5230\u5176\u4ed6\u7f51\u7ad9\u6216\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002\u8fd8\u53ef\u4ee5\u5c06\u4eea\u8868\u76d8\u5bfc\u51fa\u4e3aPDF\u6216PNG\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u4ee5\u4fbf\u4e0e\u5176\u4ed6\u4eba\u5171\u4eab\u6216\u6253\u5370\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cKibana\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4eea\u8868\u76d8\u548c\u53ef\u89c6\u5316\u56fe\u8868\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u7684\u5f62\u5f0f\uff0c\u5e76\u521b\u5efa\u4ea4\u4e92\u5f0f\u7684\u4eea\u8868\u677f\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6570\u636e\u3002\u9700\u8981\u6839\u636e\u6570\u636e\u7c7b\u578b\u548c\u683c\u5f0f\u9009\u62e9\u9002\u5f53\u7684\u53ef\u89c6\u5316\u7c7b\u578b\u548c\u5de5\u5177\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u914d\u7f6e\u548c\u4f7f\u7528Beats<\/p>\n\n\n\n<p>ELK\u53ef\u4ee5\u7528\u6765\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\uff0c\u5176\u4e2dBeats\u662fELK\u4e2d\u5e38\u7528\u7684\u6570\u636e\u91c7\u96c6\u5de5\u5177\uff0c\u53ef\u4ee5\u91c7\u96c6\u5404\u79cd\u7c7b\u578b\u7684\u65e5\u5fd7\u548c\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Logstash\u6216Elasticsearch\u4e2d\u8fdb\u884c\u5206\u6790\u548c\u5904\u7406\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u4e3b\u8981\u6b65\u9aa4\u548c\u65b9\u6cd5\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b89\u88c5\u548c\u914d\u7f6eBeats\uff1a\u9996\u5148\u9700\u8981\u5b89\u88c5\u548c\u914d\u7f6eBeats\uff0c\u5305\u62ecFilebeat\u3001Metricbeat\u548cPacketbeat\u7b49\u3002\u53ef\u4ee5\u6839\u636e\u9700\u8981\u9009\u62e9\u9002\u5f53\u7684Beats\uff0c\u4f8b\u5982Filebeat\u7528\u4e8e\u91c7\u96c6\u6587\u4ef6\u65e5\u5fd7\uff0cMetricbeat\u7528\u4e8e\u91c7\u96c6\u6307\u6807\u6570\u636e\uff0cPacketbeat\u7528\u4e8e\u91c7\u96c6\u7f51\u7edc\u6570\u636e\u7b49\u7b49\u3002\u9700\u8981\u8fdb\u884c\u76f8\u5e94\u7684\u914d\u7f6e\uff0c\u4f8b\u5982\u6307\u5b9a\u6570\u636e\u6e90\u3001\u76ee\u6807\u670d\u52a1\u5668\u3001\u6570\u636e\u683c\u5f0f\u3001\u91c7\u96c6\u5468\u671f\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u914d\u7f6eLogstash\u6216Elasticsearch\uff1aBeats\u53ef\u4ee5\u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\u53d1\u9001\u5230Logstash\u6216Elasticsearch\u4e2d\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\u3002\u53ef\u4ee5\u6839\u636e\u9700\u8981\u9009\u62e9\u9002\u5f53\u7684\u6570\u636e\u7ba1\u9053\uff0c\u4f8b\u5982\u4f7f\u7528Logstash\u8fdb\u884c\u6570\u636e\u8fc7\u6ee4\u548c\u8f6c\u6362\uff0c\u4f7f\u7528Elasticsearch\u8fdb\u884c\u6570\u636e\u7d22\u5f15\u548c\u641c\u7d22\u3002\u9700\u8981\u8fdb\u884c\u76f8\u5e94\u7684\u914d\u7f6e\uff0c\u4f8b\u5982\u6307\u5b9a\u6570\u636e\u6e90\u3001\u76ee\u6807\u670d\u52a1\u5668\u3001\u6570\u636e\u683c\u5f0f\u3001\u6570\u636e\u8fc7\u6ee4\u548c\u8f6c\u6362\u89c4\u5219\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u53ef\u89c6\u5316\u548c\u62a5\u544a\uff1a\u5728Kibana\u4e2d\u53ef\u4ee5\u521b\u5efa\u5404\u79cd\u53ef\u89c6\u5316\u56fe\u8868\u548c\u4eea\u8868\u76d8\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5c55\u793a\u548c\u5206\u6790\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u5404\u79cd\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\uff0c\u4f8b\u5982\u67f1\u5f62\u56fe\u3001\u997c\u56fe\u3001\u7ebf\u5f62\u56fe\u3001\u5730\u56fe\u7b49\u7b49\u3002\u8fd8\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u62a5\u544a\u529f\u80fd\uff0c\u751f\u6210PDF\u62a5\u544a\u5e76\u5c06\u5176\u5171\u4eab\u7ed9\u5176\u4ed6\u7528\u6237\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u548c\u8b66\u62a5\uff1a\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\u3002\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u8b66\u62a5\u529f\u80fd\uff0c\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u670d\u52a1\u5668\u7684CPU\u4f7f\u7528\u7387\u8d85\u8fc7\u7279\u5b9a\u9608\u503c\u65f6\uff0c\u53ef\u4ee5\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u7ba1\u7406\u5458\u8fdb\u884c\u5904\u7406\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\u548c\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7<\/p>\n\n\n\n<p>\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\uff0c\u5305\u62ec\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\u548c\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\u548c\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u7684\u4e3b\u8981\u6b65\u9aa4\u548c\u65b9\u6cd5\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\uff1a\u7cfb\u7edf\u65e5\u5fd7\u662f\u64cd\u4f5c\u7cfb\u7edf\u548c\u670d\u52a1\u5668\u4ea7\u751f\u7684\u65e5\u5fd7\uff0c\u5305\u62ec\u767b\u5f55\u4fe1\u606f\u3001\u9519\u8bef\u4fe1\u606f\u3001\u5b89\u5168\u4e8b\u4ef6\u3001\u7cfb\u7edf\u8fd0\u884c\u72b6\u51b5\u7b49\u7b49\u3002\u53ef\u4ee5\u4f7f\u7528Beats\u91c7\u96c6\u7cfb\u7edf\u65e5\u5fd7\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Logstash\u6216Elasticsearch\u4e2d\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\u3002\u5728Logstash\u6216Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fc7\u6ee4\u5668\u8fdb\u884c\u6570\u636e\u8f6c\u6362\u548c\u89e3\u6790\uff0c\u4f8b\u5982\u5c06\u65f6\u95f4\u6233\u8f6c\u6362\u4e3a\u65e5\u671f\u683c\u5f0f\uff0c\u5c06IP\u5730\u5740\u8f6c\u6362\u4e3a\u5730\u7406\u4f4d\u7f6e\u7b49\u7b49\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u51b5\u548c\u6027\u80fd\u3002<\/li>\n\n\n\n<li>\u5206\u6790\u548c\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\uff1a\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u662f\u5e94\u7528\u7a0b\u5e8f\u4ea7\u751f\u7684\u65e5\u5fd7\uff0c\u5305\u62ec\u8c03\u8bd5\u4fe1\u606f\u3001\u5f02\u5e38\u4fe1\u606f\u3001\u8bf7\u6c42\u548c\u54cd\u5e94\u6570\u636e\u7b49\u7b49\u3002\u53ef\u4ee5\u4f7f\u7528Beats\u91c7\u96c6\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Logstash\u6216Elasticsearch\u4e2d\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\u3002\u5728Logstash\u6216Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fc7\u6ee4\u5668\u8fdb\u884c\u6570\u636e\u8f6c\u6362\u548c\u89e3\u6790\uff0c\u4f8b\u5982\u5c06\u8bf7\u6c42\u548c\u54cd\u5e94\u6570\u636e\u8fdb\u884c\u5339\u914d\u548c\u7ec4\u5408\uff0c\u5c06\u5f02\u5e38\u4fe1\u606f\u8fdb\u884c\u5206\u7c7b\u548c\u7edf\u8ba1\u7b49\u7b49\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u7528\u6237\u884c\u4e3a\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u5065\u5eb7\u72b6\u51b5\uff1a\u4f7f\u7528ELK\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u76d1\u63a7\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u5065\u5eb7\u72b6\u51b5\u3002\u53ef\u4ee5\u4f7f\u7528Metricbeat\u91c7\u96c6\u5404\u79cd\u6307\u6807\u6570\u636e\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u7f51\u7edc\u6d41\u91cf\u3001\u54cd\u5e94\u65f6\u95f4\u7b49\u7b49\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u5c06\u6307\u6807\u6570\u636e\u53d1\u9001\u5230Logstash\u6216Elasticsearch\u4e2d\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\u3002\u5728Logstash\u6216Elasticsearch\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u805a\u5408\u548c\u5206\u7ec4\u529f\u80fd\u8fdb\u884c\u6570\u636e\u6c47\u603b\u548c\u5206\u6790\uff0c\u4f8b\u5982\u5c06\u6307\u6807\u6570\u636e\u6309\u670d\u52a1\u5668\u3001\u5e94\u7528\u7a0b\u5e8f\u3001\u7528\u6237\u7b49\u7ef4\u5ea6\u8fdb\u884c\u5206\u7ec4\u548c\u7edf\u8ba1\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u76d1\u63a7\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u5065\u5eb7\u72b6\u51b5\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\uff0c\u5305\u62ec\u5206\u6790\u548c\u76d1\u63a7\u7cfb\u7edf\u65e5\u5fd7\u548c\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u3002\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u5de5\u5177\u548c\u65b9\u6cd5\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u4f7f\u7528\u8b66\u62a5\u548c\u63d0\u9192<\/p>\n\n\n\n<p>\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\uff0c\u5176\u4e2d\u4f7f\u7528\u8b66\u62a5\u548c\u63d0\u9192\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u7684\u8b66\u62a5\u548c\u63d0\u9192\u7684\u4e3b\u8981\u6b65\u9aa4\u548c\u65b9\u6cd5\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff1a\u5728Kibana\u4e2d\u53ef\u4ee5\u4f7f\u7528\u8b66\u62a5\u529f\u80fd\u6765\u76d1\u63a7\u7279\u5b9a\u7684\u6307\u6807\u548c\u4e8b\u4ef6\uff0c\u5e76\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\u6765\u76d1\u63a7\u7279\u5b9a\u7684\u65e5\u5fd7\u6d88\u606f\u3001\u5f02\u5e38\u4e8b\u4ef6\u3001\u7cfb\u7edf\u8d44\u6e90\u4f7f\u7528\u7387\u7b49\u7b49\u3002\u53ef\u4ee5\u6839\u636e\u9700\u8981\u9009\u62e9\u9002\u5f53\u7684\u8b66\u62a5\u6761\u4ef6\u548c\u89e6\u53d1\u5668\uff0c\u4f8b\u5982\u5f53\u67d0\u4e2a\u4e8b\u4ef6\u51fa\u73b0\u6b21\u6570\u8d85\u8fc7\u7279\u5b9a\u9608\u503c\u65f6\u89e6\u53d1\u8b66\u62a5\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u901a\u77e5\u65b9\u5f0f\uff1a\u5728Kibana\u4e2d\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u7684\u901a\u77e5\u65b9\u5f0f\u6765\u63a5\u6536\u8b66\u62a5\u901a\u77e5\uff0c\u4f8b\u5982\u7535\u5b50\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001Slack\u6d88\u606f\u7b49\u7b49\u3002\u9700\u8981\u8fdb\u884c\u76f8\u5e94\u7684\u914d\u7f6e\uff0c\u4f8b\u5982\u6307\u5b9a\u63a5\u6536\u4eba\u3001\u901a\u77e5\u5185\u5bb9\u3001\u901a\u77e5\u9891\u7387\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u8b66\u62a5\u72b6\u6001\uff1a\u5728Kibana\u4e2d\u53ef\u4ee5\u4f7f\u7528\u8b66\u62a5\u4eea\u8868\u76d8\u6765\u76d1\u63a7\u8b66\u62a5\u72b6\u6001\u548c\u8d8b\u52bf\u3002\u53ef\u4ee5\u6839\u636e\u9700\u8981\u7b5b\u9009\u548c\u8fc7\u6ee4\u8b66\u62a5\uff0c\u4f8b\u5982\u6839\u636e\u8b66\u62a5\u7c7b\u578b\u3001\u89e6\u53d1\u65f6\u95f4\u3001\u89e6\u53d1\u6761\u4ef6\u7b49\u7b49\u3002\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u53ef\u89c6\u5316\u5de5\u5177\u548c\u56fe\u8868\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u8b66\u62a5\u72b6\u6001\u548c\u8d8b\u52bf\u3002<\/li>\n\n\n\n<li>\u53ca\u65f6\u54cd\u5e94\u548c\u5904\u7406\u8b66\u62a5\uff1a\u5728\u63a5\u6536\u5230\u8b66\u62a5\u901a\u77e5\u540e\uff0c\u9700\u8981\u53ca\u65f6\u54cd\u5e94\u548c\u5904\u7406\u8b66\u62a5\uff0c\u4ee5\u4fbf\u907f\u514d\u53ef\u80fd\u7684\u95ee\u9898\u548c\u635f\u5931\u3002\u53ef\u4ee5\u4f7f\u7528Kibana\u7684\u641c\u7d22\u548c\u8fc7\u6ee4\u529f\u80fd\u6765\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\uff0c\u4f8b\u5982\u6839\u636e\u5173\u952e\u5b57\u3001\u65f6\u95f4\u8303\u56f4\u3001\u4e8b\u4ef6\u7c7b\u578b\u7b49\u7b49\u3002\u7136\u540e\uff0c\u53ef\u4ee5\u91c7\u53d6\u9002\u5f53\u7684\u63aa\u65bd\uff0c\u4f8b\u5982\u8c03\u6574\u914d\u7f6e\u3001\u91cd\u542f\u670d\u52a1\u3001\u4fee\u590d\u4ee3\u7801\u7b49\u7b49\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u4f7f\u7528ELK\u8fdb\u884c\u65e5\u5fd7\u5206\u6790\u548c\u76d1\u63a7\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\uff0c\u5176\u4e2d\u4f7f\u7528\u8b66\u62a5\u548c\u63d0\u9192\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\u5e76\u91c7\u53d6\u63aa\u65bd\u3002\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u9002\u5f53\u7684\u8b66\u62a5\u6761\u4ef6\u548c\u89e6\u53d1\u5668\uff0c\u5e76\u8fdb\u884c\u914d\u7f6e\u548c\u8c03\u6574\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=64&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u6709\u54ea\u4e9b\u57fa\u4e8eELK\u7684\u4f18\u79c0\u7cfb\u7edf<\/p>\n\n\n\n<p>ELK\u662f\u4e00\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u65e5\u5fd7\u7ba1\u7406\u548c\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff0c\u7531Elasticsearch\u3001Logstash\u548cKibana\u4e09\u4e2a\u5f00\u6e90\u9879\u76ee\u7ec4\u6210\u3002\u5b83\u53ef\u4ee5\u7528\u4e8e\u5404\u79cd\u7528\u9014\uff0c\u4f8b\u5982\u65e5\u5fd7\u5206\u6790\u3001\u76d1\u63a7\u3001\u8b66\u62a5\u7b49\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u57fa\u4e8eELK\u7684\u4f18\u79c0\u7cfb\u7edf\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n\n\n\n<ol 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