{"id":122246,"date":"2026-11-04T12:17:34","date_gmt":"2026-11-04T04:17:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/122246.html"},"modified":"2026-11-04T12:17:34","modified_gmt":"2026-11-04T04:17:34","slug":"elk%e6%97%a5%e5%bf%97%e5%88%86%e6%9e%90%e7%b3%bb%e7%bb%9f%e6%95%99%e7%a8%8b%ef%bc%9aelasticsearch%e3%80%81logstash%e3%80%81kibana%e9%83%a8%e7%bd%b2%e4%b8%8e%e8%bf%9c%e7%a8%8b%e8%ae%bf%e9%97%ae","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/122246.html","title":{"rendered":"ELK\u65e5\u5fd7\u5206\u6790\u7cfb\u7edf\u6559\u7a0b\uff1aElasticsearch\u3001Logstash\u3001Kibana\u90e8\u7f72\u4e0e\u8fdc\u7a0b\u8bbf\u95ee"},"content":{"rendered":"

\u524d\u8a00<\/h2>\n

\u670d\u52a1\u5668\u5c11\u7684\u65f6\u5019，\u6211\u67e5\u95ee\u9898\u57fa\u672c\u5c31\u662f SSH \u4e0a\u53bb\u7ffb\u65e5\u5fd7：\u5148\u627e\u6587\u4ef6，\u518d grep \u5173\u952e\u5b57，\u6700\u540e\u6cbf\u7740\u65f6\u95f4\u4e00\u70b9\u70b9\u5f80\u524d\u8ffd\u3002\u673a\u5668\u548c\u670d\u52a1\u4e00\u591a，\u8fd9\u4e2a\u529e\u6cd5\u6700\u5927\u7684\u9ebb\u70e6\u4e0d\u662f\u547d\u4ee4\u96be，\u800c\u662f\u65e5\u5fd7\u592a\u6563，\u5f88\u96be\u628a\u540c\u4e00\u4ef6\u4e8b\u4e32\u8d77\u6765\u770b\u3002<\/p>\n

\u6240\u4ee5\u8fd9\u7bc7\u6211\u60f3\u89e3\u51b3\u7684\u4e0d\u662f\u201c\u88c5\u4e00\u4e2a Kibana \u770b\u56fe\u8868\u201d，\u800c\u662f\u628a Elasticsearch\u3001Logstash \u548c Kibana \u8fd9\u6761\u94fe\u771f\u6b63\u8dd1\u901a：\u65e5\u5fd7\u5148\u96c6\u4e2d\u8d77\u6765，\u518d\u80fd\u641c\u7d22\u3001\u7b5b\u9009\u3001\u505a\u53ef\u89c6\u5316，\u6392\u969c\u65f6\u4e0d\u7528\u4e00\u76f4\u5728\u7ec8\u7aef\u548c\u6587\u4ef6\u4e4b\u95f4\u6765\u56de\u7ffb\u3002<\/p>\n

\u4e0b\u9762\u6cbf\u7528\u539f\u6559\u7a0b，\u4ece ELK \u7684\u73af\u5883\u51c6\u5907\u3001Elasticsearch\u3001Logstash\u3001Kibana \u5b89\u88c5\u5f00\u59cb，\u4e00\u76f4\u5230\u7d22\u5f15\u3001\u67e5\u8be2\u3001\u53ef\u89c6\u5316\u548c\u8fdc\u7a0b\u8bbf\u95ee\u3002\u6280\u672f\u6b65\u9aa4\u4fdd\u6301\u5b8c\u6574，\u91cd\u70b9\u770b\u5b83\u80fd\u4e0d\u80fd\u628a\u65e5\u5e38\u65e5\u5fd7\u6392\u67e5\u53d8\u6210\u4e00\u4e2a\u66f4\u96c6\u4e2d\u3001\u66f4\u76f4\u89c2\u7684\u6d41\u7a0b\u3002<\/p>\n

1.\u4ec0\u4e48\u662fKibana？<\/h3>\n

Kibana\u662f\u7531Elastic\u516c\u53f8\u5f00\u53d1\u7684\u4e00\u6b3e\u5f00\u6e90\u6570\u636e\u53ef\u89c6\u5316\u4e0e\u5206\u6790\u5e73\u53f0，\u5b83\u662fELK\u6280\u672f\u6808（Elasticsearch\u3001Logstash\u3001Kibana）\u4e2d\u7684\u201c\u773c\u775b\u201d\u2014\u2014\u4e13\u95e8\u7528\u4e8e\u63a2\u7d22\u3001\u5206\u6790\u548c\u5c55\u793a\u5b58\u50a8\u5728Elasticsearch\u4e2d\u7684\u6570\u636e\u3002<\/p>\n

Kibana\u80fd\u505a\u4ec0\u4e48？<\/p>\n\n\u529f\u80fd\u8bf4\u660e<\/tr>\n\n\n\n\n\n\n\n\n
📊 \u53ef\u89c6\u5316 (Visualizations)<\/td>\n\u521b\u5efa\u67f1\u72b6\u56fe\u3001\u6298\u7ebf\u56fe\u3001\u997c\u56fe\u3001\u70ed\u529b\u56fe\u3001\u5730\u56fe\u7b49，\u76f4\u89c2\u5c55\u793a\u6570\u636e\u8d8b\u52bf<\/td>\n<\/tr>\n
🖼\ufe0f \u4eea\u8868\u76d8 (Dashboards)<\/td>\n\u81ea\u7531\u7ec4\u5408\u591a\u4e2a\u56fe\u8868，\u6253\u9020\u4e13\u5c5e\u76d1\u63a7\u5927\u5c4f（\u5982：\u670d\u52a1\u5668\u8d1f\u8f7d + \u9519\u8bef\u65e5\u5fd7 + \u7528\u6237\u884c\u4e3a）<\/td>\n<\/tr>\n
🔍 \u6570\u636e\u63a2\u7d22 (Discover)<\/td>\n\u50cf\u7528\u641c\u7d22\u5f15\u64ce\u4e00\u6837\u67e5\u8be2\u539f\u59cb\u65e5\u5fd7，\u652f\u6301\u5173\u952e\u8bcd\u3001\u5b57\u6bb5\u8fc7\u6ee4\u3001\u65f6\u95f4\u8303\u56f4\u7b5b\u9009<\/td>\n<\/tr>\n
\u26a0\ufe0f \u544a\u8b66\u4e0e\u76d1\u63a7 (Alerting & Monitoring)<\/td>\n\u5f53\u9519\u8bef\u7387\u7a81\u589e\u3001CPU\u8fc7\u9ad8\u65f6\u81ea\u52a8\u89e6\u53d1\u901a\u77e5（\u90ae\u4ef6\u3001Webhook\u7b49）<\/td>\n<\/tr>\n
🤖 \u673a\u5668\u5b66\u4e60 (Machine Learning)<\/td>\n\u81ea\u52a8\u68c0\u6d4b\u5f02\u5e38\u6d41\u91cf\u3001\u5f02\u5e38\u767b\u5f55\u3001\u6027\u80fd\u7a81\u53d8\u7b49（\u9700X-Pack\u6216Elastic\u8ba2\u9605\u7248）<\/td>\n<\/tr>\n
🔐 \u5b89\u5168\u4e0e\u6743\u9650\u7ba1\u7406<\/td>\n\u63a7\u5236\u8c01\u80fd\u770b\u5230\u54ea\u4e9b\u6570\u636e（\u4f01\u4e1a\u7248\u529f\u80fd）<\/td>\n<\/tr>\n
🔍 \u65e5\u5fd7\u4e0eAPM\u5206\u6790<\/td>\n\u7ed3\u5408Beats\u6216APM Agent，\u5b9e\u73b0\u5e94\u7528\u6027\u80fd\u76d1\u63a7（APM）\u3001\u7528\u6237\u4f53\u9a8c\u8ffd\u8e2a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n

    \n
  • \u8fd0\u7ef4\u76d1\u63a7：\u5b9e\u65f6\u67e5\u770bNginx\u3001\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u65e5\u5fd7，\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u3002<\/li>\n
  • \u5b89\u5168\u5ba1\u8ba1：\u5206\u6790SSH\u767b\u5f55\u65e5\u5fd7，\u53d1\u73b0\u66b4\u529b\u7834\u89e3\u884c\u4e3a\u3002<\/li>\n
  • \u4e1a\u52a1\u5206\u6790：\u8ffd\u8e2a\u7528\u6237\u70b9\u51fb\u6d41\u3001\u8ba2\u5355\u8f6c\u5316\u7387\u3001\u5730\u57df\u5206\u5e03\u3002<\/li>\n
  • DevOps\u53ef\u89c2\u6d4b\u6027：\u7edf\u4e00\u76d1\u63a7\u5fae\u670d\u52a1\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u8ffd\u8e2a（\u914d\u5408Elastic APM）\u3002<\/li>\n<\/ul>\n

    \u6280\u672f\u7279\u70b9<\/p>\n

      \n
    • \u57fa\u4e8eWeb：\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee（\u9ed8\u8ba4\u7aef\u53e35601），\u65e0\u9700\u5b89\u88c5\u5ba2\u6237\u7aef\u3002<\/li>\n
    • \u6df1\u5ea6\u96c6\u6210Elasticsearch：\u6240\u6709\u6570\u636e\u5fc5\u987b\u5148\u5b58\u5165ES，Kibana\u624d\u80fd\u8bfb\u53d6\u3002<\/li>\n
    • \u63d2\u4ef6\u5316\u67b6\u6784：\u652f\u6301\u81ea\u5b9a\u4e49\u63d2\u4ef6\u6269\u5c55\u529f\u80fd\u3002<\/li>\n
    • \u5f00\u6e90\u514d\u8d39：\u6838\u5fc3\u529f\u80fd\u5b8c\u5168\u5f00\u6e90（Apache 2.0\u534f\u8bae），\u9ad8\u7ea7\u529f\u80fd\u9700\u8ba2\u9605Elastic\u5b98\u65b9\u670d\u52a1\u3002<\/li>\n<\/ul>\n

      2.\u5b89\u88c5ELK\u524d\u63d0\u6761\u4ef6<\/h3>\n

      \u7cfb\u7edf\u73af\u5883\u8981\u6c42：<\/p>\n\n\u9879\u76ee\u8981\u6c42<\/tr>\n\n\n\n\n\n
      \u64cd\u4f5c\u7cfb\u7edf<\/td>\nCentOS 7.6 \u6216\u66f4\u9ad8（\u63a8\u8350 7.9）<\/td>\n<\/tr>\n
      \u67b6\u6784<\/td>\nx86_64（64\u4f4d）<\/td>\n<\/tr>\n
      \u7528\u6237\u6743\u9650<\/td>\n\u9700\u8981 root \u6216\u5177\u6709 sudo \u6743\u9650\u7684\u7528\u6237<\/td>\n<\/tr>\n
      \u7f51\u7edc<\/td>\n\u80fd\u8bbf\u95ee\u5916\u7f51（\u7528\u4e8e\u4e0b\u8f7d RPM \u5305\u6216 Elastic \u5b98\u65b9\u4ed3\u5e93）<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u786c\u4ef6\u8d44\u6e90\u5efa\u8bae（\u6700\u4f4e vs \u63a8\u8350）：<\/p>\n\n\u7ec4\u4ef6\u6700\u4f4e\u914d\u7f6e\u63a8\u8350\u914d\u7f6e（\u751f\u586b）<\/tr>\n\n\n\n\n\n
      \u5185\u5b58<\/td>\n4 GB RAM<\/td>\n\u2265 8 GB（Elasticsearch \u81f3\u5c11 4GB）<\/td>\n<\/tr>\n
      CPU<\/td>\n2 \u6838<\/td>\n\u2265 4 \u6838<\/td>\n<\/tr>\n
      \u78c1\u76d8<\/td>\n20 GB \u53ef\u7528\u7a7a\u95f4<\/td>\n\u2265 100 GB SSD（\u65e5\u5fd7\u91cf\u9700\u66f4\u591a）<\/td>\n<\/tr>\n
      Swap<\/td>\n\u7981\u7528 Swap（Elasticsearch \u5f3a\u5236\u8981\u6c42）<\/td>\n\u5fc5\u987b\u5173\u95ed<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u5173\u95ed Swap（\u5fc5\u987b！）<\/p>\n

      \u5173\u95ed Swap：<\/p>\n

      # \u4e34\u65f6\u5173\u95ed<\/span>
      \nsudo<\/span> swapoff -a<\/span><\/p>\n

      # \u6c38\u4e45\u5173\u95ed：\u6ce8\u91ca \/etc\/fstab \u4e2d\u7684 swap \u884c<\/span>
      \nsudo<\/span> sed<\/span> -i<\/span> '\/swap\/s\/^\/#\/'<\/span> \/etc\/fstab<\/p>\n

      \u4f9d\u8d56\u8f6f\u4ef6:<\/p>\n

    • Java\u8fd0\u884c\u73af\u5883（\u4ec5Elasticsearch\u548cLogstash\u9700\u8981）<\/li>\n
        \n
      • Elasticsearch 8.x：\u81ea\u5e26JDK（\u65e0\u9700\u5355\u72ec\u5b89\u88c5）<\/li>\n
      • Elasticsearch 7.x：\u9700Java 11\u6216Java 17（\u5b98\u65b9\u63a8\u8350\u6346\u7ed1JDK）<\/li>\n<\/ul>\n

        \u5efa\u8bae：\u4f7f\u7528Elastic\u5b98\u65b9RPM\u5305（\u81ea\u5e26\u517c\u5bb9JDK），\u4e0d\u8981\u624b\u52a8\u5b89\u88c5OpenJDK，\u907f\u514d\u7248\u672c\u51b2\u7a81\u3002<\/p>\n

        \u521b\u5efaElasticsearch\u7528\u6237：<\/p>\n

        adduser elasticsearch # \u521b\u5efa\u540d\u4e3a 'elasticsearch' \u7684\u65b0\u7528\u6237<\/span>
        \npasswd<\/span> elasticsearch # \u4e3a 'elasticsearch' \u7528\u6237\u8bbe\u7f6e\u5bc6\u7801<\/span><\/p>\n

        3.\u5b89\u88c5Elasticsearch<\/h3>\n

        \u5bfc\u5165Elasticsearch GPG\u5bc6\u94a5：<\/p>\n

        sudo<\/span> rpm<\/span> –import<\/span> https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch<\/p>\n

        \u521b\u5efaElasticsearch\u4ed3\u5e93\u6587\u4ef6：<\/p>\n

        sudo<\/span> vi<\/span> \/etc\/yum.repos.d\/elasticsearch.repo <\/p>\n

        \u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9：<\/p>\n

        [<\/span>elasticsearch-7.x]<\/span>
        \nname<\/span>=<\/span>Elasticsearch repository for<\/span> 7<\/span>.x packages
        \nbaseurl<\/span>=<\/span>https:\/\/artifacts.elastic.co\/packages\/7.x\/yum
        \ngpgcheck<\/span>=<\/span>1<\/span>
        \ngpgkey<\/span>=<\/span>https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch
        \nenabled<\/span>=<\/span>1<\/span>
        \nautorefresh<\/span>=<\/span>1<\/span>
        \ntype<\/span>=<\/span>rpm-md<\/p>\n

        \"de33a22a64bd324831ce523e1946c311\"<\/p>\n

        4.\u5b89\u88c5Logstash<\/h3>\n

        \u5b89\u88c5Logstash：<\/p>\n

        sudo<\/span> yum install<\/span> logstash -y<\/span><\/p>\n

        \"\"<\/p>\n

        \u914d\u7f6eLogstash： \u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684Logstash\u914d\u7f6e\u6587\u4ef6：<\/p>\n

        sudo<\/span> vi<\/span> \/etc\/logstash\/conf.d\/logstash.conf<\/p>\n

        \u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9：<\/p>\n

        input {<\/span>
        \nbeats {<\/span>
        \nport =<\/span>><\/span> 5044<\/span>
        \n}<\/span>
        \n}<\/span><\/p>\n

        output {<\/span>
        \nelasticsearch {<\/span>
        \nhosts =<\/span>><\/span> [<\/span>"localhost:9200"<\/span>]<\/span>
        \nindex =<\/span>><\/span> "logstash-%{+YYYY.MM.dd}"<\/span>
        \n}<\/span>
        \nstdout {<\/span> codec =<\/span>><\/span> rubydebug }<\/span>
        \n}<\/span><\/p>\n

        \"fbccf7e441bd42dd21e8898db7d081fe\"<\/p>\n

        \u542f\u52a8\u5e76\u542f\u7528Logstash：<\/p>\n

        sudo<\/span> systemctl enable<\/span> logstash
        \nsudo<\/span> systemctl start logstash<\/p>\n

        5.\u5b89\u88c5Kibana<\/h3>\n

        \u4e0b\u8f7dKibana：<\/p>\n

        iptables -nvL<\/span> # \u663e\u793a\u5f53\u524diptables\u89c4\u5219<\/span>
        \nwget<\/span> https:\/\/artifacts.elastic.co\/downloads\/kibana\/kibana-7.15.0-linux-x86_64.tar.gz<\/p>\n

        \"459ccba1aa7b41eda75bf40040e0b975\"<\/p>\n

        \u89e3\u538b\u5e76\u8bbe\u7f6eKibana\u7684\u6743\u9650：<\/p>\n

        tar<\/span> -zxvf<\/span> kibana-7.15.0-linux-x86_64.tar.gz # \u89e3\u538bKibana\u5b58\u6863<\/span>
        \nchown<\/span> -R<\/span> elasticsearch kibana-7.15.0-linux-x86_64 # \u5c06Kibana\u6587\u4ef6\u7684\u6240\u6709\u6743\u66f4\u6539\u4e3a 'elasticsearch' \u7528\u6237<\/span><\/p>\n

        \u4fee\u6539kibana\u540d\u79f0：<\/p>\n

        mv<\/span> kibana-7.15.0-linux-x86_64\/ kibana
        \nchown<\/span> -R<\/span> elasticsearch kibana<\/p>\n

        \"312f40f436381aef31c29c293be69d3f\"<\/p>\n

        \u79fb\u52a8\u5230\u7528\u6237\u7684\u4e3b\u76ee\u5f55\u5e76\u8bbe\u7f6e\u6743\u9650:<\/p>\n

        cp<\/span> -r<\/span> elasticsearch \/home\/elasticsearch\/ # \u5c06Elasticsearch\u6587\u4ef6\u590d\u5236\u5230 'elasticsearch' \u7528\u6237\u7684\u4e3b\u76ee\u5f55<\/span>
        \ncp<\/span> -r<\/span> kibana \/home\/elasticsearch\/ # \u5c06Kibana\u6587\u4ef6\u590d\u5236\u5230 'elasticsearch' \u7528\u6237\u7684\u4e3b\u76ee\u5f55<\/span>
        \ncd<\/span> \/home\/elasticsearch\/ # \u79fb\u52a8\u5230 'elasticsearch' \u7528\u6237\u7684\u4e3b\u76ee\u5f55<\/span>
        \nchown<\/span> -R<\/span> elasticsearch kibana\/
        \nchown<\/span> -R<\/span> elasticsearch elasticsearch\/<\/p>\n

        \"82caafd819274f70a12f97c4f168b723\"<\/p>\n

        \u7f16\u8f91\u914d\u7f6e\u6587\u4ef6：<\/p>\n

        sudo<\/span> vi<\/span> \/etc\/kibana\/kibana.yml<\/p>\n

        \u4fee\u6539\u4ee5\u4e0b\u5185\u5bb9：<\/p>\n

        server.host: "0.0.0.0"<\/span>
        \nelasticsearch.hosts: [<\/span>"http:\/\/localhost:9200"<\/span>]<\/span><\/p>\n

        \u542f\u52a8\u5e76\u542f\u7528Kibana：<\/p>\n

        .\/bin\/kibana<\/p>\n

        \"b37985ac5ca300b2e2aa9f7da910f80f\"<\/p>\n

        \u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee http:\/\/localhost:5601\/，Kibana\u7684Web\u754c\u9762\u5e94\u8be5\u53ef\u89c1\u3002<\/p>\n

        \"79b026ae089dbc8f5dfeb848247e0c5c\"<\/p>\n

        6.\u5982\u4f55\u4f7f\u7528Kibana<\/h3>\n

        \u9a8c\u8bc1\u662f\u5426\u6210\u529f\u68c0\u6d4b\u5230elasticsearch，\u521b\u5efa\u4e00\u4e2apro\u7d22\u5f15：<\/p>\n

        x curl<\/span> -X<\/span> POST "http:\/\/localhost:9201\/pro\/_doc"<\/span> \\\\<\/span>-H "Content-Type: application\/json"<\/span> \\\\<\/span>-d '{ "name": "iPhone 15", "price": 7999, "category": "phone"}'<\/span><\/p>\n

        \"image-20260305162035063\"<\/p>\n

        \u7136\u540e\u53bb\u53ef\u89c6\u5316\u9875\u9762\u67e5\u770b\u662f\u5426\u521b\u5efa\u6210\u529f，\u5237\u65b0\u9875\u9762\u540e\u521b\u5efa\u6210\u529f：<\/p>\n

        \"image-20260305162203401\"<\/p>\n

        \u521b\u5efa\u548c\u7ba1\u7406\u7d22\u5f15\u6a21\u5f0f，\u5e2e\u52a9\u4f60\u4eceElasticsearch\u4e2d\u68c0\u7d22\u6570\u636e\u3002<\/p>\n

        \"image-20260305163102194\"<\/p>\n

        \u67e5\u770b\u5e76\u7f16\u8f91\u5b57\u6bb5 *****\u3002\u5b57\u6bb5\u5c5e\u6027，\u5982\u7c7b\u578b\u548c\u53ef\u641c\u7d22\u6027，\u57fa\u4e8e\u4ee5\u4e0b\u6761\u4ef6\u573a\u6620\u5c04（\u5728\u65b0\u6807\u7b7e\u9875\u6216\u65b0\u7a97\u53e3\u4e2d\u6253\u5f00）\u5728Elasticsearch\u4e2d\u3002<\/p>\n

        \"image-20260305163131718\"<\/p>\n

        \u5728config\/kibana.yml\u6dfb\u52a0:<\/p>\n

        i18n.locale: "zh-CN"<\/span><\/p>\n

        \u91cd\u65b0\u542f\u52a8，\u5373\u53ef\u751f\u6548\u3002<\/p>\n

        \"image-20260305163904873\"<\/p>\n

        \u5728\u5f00\u53d1\u5de5\u5177\u4e2d，\u8fdb\u884c\u7b80\u5355\u67e5\u8be2：<\/p>\n

        curl<\/span> -X<\/span> GET "http:\/\/localhost:9201\/products\/_search?q=name:iphone&pretty"<\/span><\/p>\n

        \"image-20260305164115817\"<\/p>\n

        \"image-20260305164234908\"<\/p>\n

        \u521b\u5efa\u7d22\u5f15：<\/p>\n

        curl<\/span> -X<\/span> PUT "http:\/\/localhost:9201\/xinke?pretty"<\/span><\/p>\n

        \"image-20260305164357502\"<\/p>\n

        \u5199\u5165\u6587\u6863:<\/p>\n

        curl<\/span> -X<\/span> POST "http:\/\/localhost:9201\/xinke\/_doc"<\/span> \\\\<\/span>
        \n-H<\/span> "Content-Type: application\/json"<\/span> \\\\<\/span>
        \n-d<\/span> '{
        \n "name": "iPhone 15",
        \n "price": 7999,
        \n "category": "phone"
        \n}'<\/span><\/p>\n

        \"image-20260305164619108\"<\/p>\n

        7.\u5982\u4f55\u4f7f\u7528\u53ef\u89c6\u5316<\/h3>\n

        kibana\u53ef\u89c6\u5316\u63a7\u4ef6\u57fa\u4e8eElasticsearch\u7684\u67e5\u8be2\u3002\u5229\u7528\u4e00\u7cfb\u5217\u7684Elasticsearch\u67e5\u8be2\u805a\u5408\u529f\u80fd\u6765\u63d0\u53d6\u548c\u5904\u7406\u6570\u636e，\u518d\u901a\u8fc7\u521b\u5efa\u56fe\u8868\u6765\u5448\u73b0\u6570\u636e\u5206\u5e03\u548c\u8d8b\u52bf<\/p>\n

        \u70b9\u51fbVisualize\u83dc\u5355，\u8fdb\u5165\u53ef\u89c6\u5316\u56fe\u8868\u521b\u5efa\u754c\u9762：<\/p>\n

        \"image-20260305164908380\"<\/p>\n

        Kibana\u81ea\u5e26\u6709\u4e0a10\u79cd\u56fe\u8868，\u6211\u4eec\u6765\u521b\u5efa\u4e00\u4e2a\u81ea\u5df1\u7684\u56fe\u8868\u3002<\/p>\n

        \"image-20260305165226139\"<\/p>\n

        \u6211\u4eec\u9009\u62e9\u6dfb\u52a0\u4e00\u4e2a\u5782\u76f4\u6761\u5f62\u56fe：<\/p>\n

        \"image-20260305165257392\"<\/p>\n

        \"image-20260305165400651\"<\/p>\n

        \u6dfb\u52a0X\u8f74\u548cY\u8f74：<\/p>\n

        \"image-20260305165901055\"<\/p>\n

        \"image-20260305165838709\"<\/p>\n

        \u6267\u884c\u540e\u5982\u4e0b：<\/p>\n

        \"image-20260305170030466\"<\/p>\n

        \u4fdd\u5b58\u540e\u663e\u793a<\/p>\n

        \"image-20260305170106132\"<\/p>\n

        \u642d\u5efa\u548c\u4f7f\u7528\u7684\u8fc7\u7a0b，\u7406\u89e3\u540e，\u662f\u4e0d\u662f\u611f\u89c9\u5f88\u7b80\u5355？<\/p>\n

        \u5728\u73b0\u4ee3\u53ef\u89c2\u6d4b\u6027\u67b6\u6784\u4e2d，Kibana\u4f5c\u4e3aElasticsearch\u7684\u53ef\u89c6\u5316\u524d\u7aef，\u5e38\u7528\u4e8e\u65e5\u5fd7\u5206\u6790\u3001\u6307\u6807\u76d1\u63a7\u548c\u6570\u636e\u63a2\u7d22\u3002\u7136\u800c，\u5728\u5b9e\u9645\u90e8\u7f72\u4e2d，\u7528\u6237\u5e38\u5e38\u9762\u4e34\u4e00\u4e2a\u6311\u6218：\u5982\u4f55\u5b89\u5168\u3001\u4fbf\u6377\u5730\u5c06\u672c\u5730\u6216\u5185\u7f51\u4e2d\u7684Kibana\u670d\u52a1\u66b4\u9732\u5230\u516c\u7f51，\u4f9b\u8fdc\u7a0b\u56e2\u961f\u8bbf\u95ee？<\/p>\n

        \u8fd9\u65f6，cpolar\u7684\u4ef7\u503c\u5c31\u51f8\u663e\u51fa\u6765\u4e86\u3002<\/p>\n

        cpolar\u63d0\u4f9b\u4e86\u4e00\u79cd\u96f6\u8fd0\u7ef4\u6210\u672c\u3001\u9ad8\u5b89\u5168\u6027\u7684\u89e3\u51b3\u65b9\u6848\u2014\u2014\u65e0\u9700\u4e91\u670d\u52a1\u5668\u3001\u65e0\u9700\u516c\u7f51IP\u3001\u65e0\u9700\u7f51\u7edc\u77e5\u8bc6，\u4e00\u6761\u547d\u4ee4\u5373\u53ef\u6253\u901a\u5185\u5916\u7f51\u3002<\/p>\n

        \u65e0\u8bba\u662f\u5f00\u53d1\u8c03\u8bd5\u3001\u5ba2\u6237\u6f14\u793a，\u8fd8\u662f\u5e94\u6025\u6392\u67e5，cpolar + Kibana\u7684\u7ec4\u5408\u90fd\u80fd\u663e\u8457\u63d0\u5347\u534f\u4f5c\u6548\u7387\u4e0e\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n

        8.\u5b89\u88c5cpolar\u5b9e\u73b0\u968f\u65f6\u968f\u5730\u5f00\u53d1<\/h3>\n

        8.1 \u4ec0\u4e48\u662fcpolar？<\/h4>\n

        cpolar\u662f\u4e00\u6b3e\u5b89\u5168\u9ad8\u6548\u7684\u5185\u7f51\u7a7f\u900f\u5de5\u5177，\u65e0\u9700\u516c\u7f51IP\u6216\u590d\u6742\u914d\u7f6e，\u53ea\u9700\u4e00\u6761\u547d\u4ee4，\u5373\u53ef\u5c06\u672c\u5730\u670d\u52a1\u5668\u3001Web\u670d\u52a1\u6216\u4efb\u610f\u7aef\u53e3\u6620\u5c04\u5230\u516c\u7f51，\u8ba9\u4f60\u968f\u65f6\u968f\u5730\u8fdc\u7a0b\u8bbf\u95ee\u5185\u7f51\u5e94\u7528，\u7279\u522b\u9002\u5408\u5f00\u53d1\u8c03\u8bd5\u3001\u8fdc\u7a0b\u8fd0\u7ef4\u548c\u5e94\u6025\u90e8\u7f72\u7b49\u573a\u666f\u3002<\/p>\n

        8.2 \u90e8\u7f72cpolar<\/h4>\n

        cpolar \u53ef\u4ee5\u5c06\u4f60\u672c\u5730\u7535\u8111\u4e2d\u7684\u670d\u52a1（\u5982 SSH\u3001Web\u3001\u6570\u636e\u5e93）\u6620\u5c04\u5230\u516c\u7f51\u3002\u5373\u4f7f\u4f60\u5728\u5bb6\u91cc\u6216\u5916\u51fa\u65f6，\u4e5f\u53ef\u4ee5\u901a\u8fc7\u516c\u7f51\u5730\u5740\u8fde\u63a5\u56de\u672c\u5730\u8fd0\u884c\u7684\u5f00\u53d1\u73af\u5883\u3002<\/p>\n

        \u2764\ufe0f\u4ee5\u4e0b\u662f\u5b89\u88c5cpolar\u6b65\u9aa4：<\/p>\n

        \u4f7f\u7528\u4e00\u952e\u811a\u672c\u5b89\u88c5\u547d\u4ee4：<\/p>\n

        sudo<\/span> curl<\/span> https:\/\/get.cpolar.sh |<\/span> sh<\/span><\/p>\n

        \"image-20250725104019896\"<\/p>\n

        \u5b89\u88c5\u5b8c\u6210\u540e，\u6267\u884c\u4e0b\u65b9\u547d\u4ee4\u67e5\u770bcpolar\u670d\u52a1\u72b6\u6001：（\u5982\u56fe\u6240\u793a\u5373\u4e3a\u6b63\u5e38\u542f\u52a8）<\/p>\n

        sudo<\/span> systemctl status cpolar<\/p>\n

        \"22e5adfaf290a17fc3384bb296055259\"<\/p>\n

        Cpolar\u5b89\u88c5\u548c\u6210\u529f\u542f\u52a8\u670d\u52a1\u540e，\u5728\u6d4f\u89c8\u5668\u4e0a\u8f93\u5165\u865a\u62df\u673a\u4e3b\u673aIP\u52a09200\u7aef\u53e3\u5373:\u3010http:\/\/ip:9200\u3011\u8bbf\u95eeCpolar\u7ba1\u7406\u754c\u9762，\u4f7f\u7528Cpolar\u5b98\u7f51\u6ce8\u518c\u7684\u8d26\u53f7\u767b\u5f55,\u767b\u5f55\u540e\u5373\u53ef\u770b\u5230cpolar web \u914d\u7f6e\u754c\u9762,\u63a5\u4e0b\u6765\u5728web \u754c\u9762\u914d\u7f6e\u5373\u53ef：<\/p>\n

        \u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u672c\u57309200\u7aef\u53e3，\u4f7f\u7528cpolar\u8d26\u6237\u5bc6\u7801\u767b\u5f55\u5373\u53ef,\u767b\u5f55\u540e\u5373\u53ef\u5bf9\u96a7\u9053\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n

        \"8a6698b1bf26d64ba3645827fbfb1c29\"<\/p>\n

        9.\u914d\u7f6e\u516c\u7f51\u5730\u5740<\/h3>\n

        \u767b\u5f55cpolar web UI\u7ba1\u7406\u754c\u9762\u540e,\u70b9\u51fb\u5de6\u4fa7\u4eea\u8868\u76d8\u7684\u96a7\u9053\u7ba1\u7406\u2014\u2014\u521b\u5efa\u96a7\u9053：<\/p>\n

          \n
        • \u96a7\u9053\u540d\u79f0：\u53ef\u81ea\u5b9a\u4e49，\u672c\u4f8b\u4f7f\u7528\u4e86:kibana，\u6ce8\u610f\u4e0d\u8981\u4e0e\u5df2\u6709\u7684\u96a7\u9053\u540d\u79f0\u91cd\u590d<\/li>\n
        • \u534f\u8bae：http<\/li>\n
        • \u672c\u5730\u5730\u5740：5601<\/li>\n
        • \u57df\u540d\u7c7b\u578b：\u968f\u673a\u57df\u540d<\/li>\n
        • \u5730\u533a：\u9009\u62e9China Top<\/li>\n<\/ul>\n

          \"image-20260305172359212\"<\/p>\n

          \u521b\u5efa\u6210\u529f\u540e，\u6253\u5f00\u5de6\u4fa7\u5728\u7ebf\u96a7\u9053\u5217\u8868,\u53ef\u4ee5\u770b\u5230\u521a\u521a\u901a\u8fc7\u521b\u5efa\u96a7\u9053\u751f\u6210\u4e86\u516c\u7f51\u5730\u5740，\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u5728\u5176\u4ed6\u7535\u8111\u6216\u8005\u79fb\u52a8\u7aef\u8bbe\u5907（\u5f02\u5730）\u4e0a，\u4f7f\u7528\u5730\u5740\u8bbf\u95ee\u3002<\/p>\n

          \"image-20260305172822825\"<\/p>\n

          \u8bbf\u95ee\u6210\u529f\u3002<\/p>\n

          \"image-20260305172903981\"<\/p>\n

          10.\u4fdd\u7559\u56fa\u5b9a\u516c\u7f51\u5730\u5740<\/h3>\n

          \u4f7f\u7528cpolar\u4e3a\u5176\u914d\u7f6e\u4e8c\u7ea7\u5b50\u57df\u540d，\u8be5\u5730\u5740\u4e3a\u56fa\u5b9a\u5730\u5740，\u4e0d\u4f1a\u968f\u673a\u53d8\u5316\u3002<\/p>\n

          \"image-20250918151358733\"<\/p>\n

          \u70b9\u51fb\u5de6\u4fa7\u7684\u9884\u7559，\u9009\u62e9\u4fdd\u7559\u4e8c\u7ea7\u5b50\u57df\u540d，\u5730\u533a\u9009\u62e9china Top，\u7136\u540e\u8bbe\u7f6e\u4e00\u4e2a\u4e8c\u7ea7\u5b50\u57df\u540d\u540d\u79f0，\u6211\u4f7f\u7528\u7684\u662fkibanaa，\u5927\u5bb6\u53ef\u4ee5\u81ea\u5b9a\u4e49\u3002\u586b\u5199\u5907\u6ce8\u4fe1\u606f，\u70b9\u51fb\u4fdd\u7559\u3002<\/p>\n

          \"image-20260305173049996\"<\/p>\n

          \u767b\u5f55cpolar web UI\u7ba1\u7406\u754c\u9762，\u70b9\u51fb\u5de6\u4fa7\u4eea\u8868\u76d8\u7684\u96a7\u9053\u7ba1\u7406\u2014\u2014\u96a7\u9053\u5217\u8868，\u627e\u5230\u6240\u8981\u914d\u7f6e\u7684\u96a7\u9053，\u70b9\u51fb\u53f3\u4fa7\u7684\u7f16\u8f91\u3002<\/p>\n

          \"image-20260305173121513\"<\/p>\n

          \u4fee\u6539\u96a7\u9053\u4fe1\u606f，\u5c06\u4fdd\u7559\u6210\u529f\u7684\u4e8c\u7ea7\u5b50\u57df\u540d\u914d\u7f6e\u5230\u96a7\u9053\u4e2d<\/p>\n

            \n
          • \u57df\u540d\u7c7b\u578b：\u9009\u62e9\u4e8c\u7ea7\u5b50\u57df\u540d<\/li>\n
          • Sub Domain：\u586b\u5199\u4fdd\u7559\u6210\u529f\u7684\u4e8c\u7ea7\u5b50\u57df\u540d<\/li>\n
          • \u5730\u533a: China Top<\/li>\n<\/ul>\n

            \u70b9\u51fb\u66f4\u65b0<\/p>\n

            \"image-20260305173244470\"<\/p>\n

            \u66f4\u65b0\u5b8c\u6210\u540e，\u6253\u5f00\u5728\u7ebf\u96a7\u9053\u5217\u8868，\u6b64\u65f6\u53ef\u4ee5\u770b\u5230\u968f\u673a\u7684\u516c\u7f51\u5730\u5740\u5df2\u7ecf\u53d1\u751f\u53d8\u5316，\u5730\u5740\u540d\u79f0\u4e5f\u53d8\u6210\u4e86\u4fdd\u7559\u548c\u56fa\u5b9a\u7684\u4e8c\u7ea7\u5b50\u57df\u540d\u540d\u79f0\u3002<\/p>\n

            \"image-20260305173404920\"<\/p>\n

            \u6700\u540e，\u6211\u4eec\u4f7f\u7528\u56fa\u5b9a\u7684\u516c\u7f51\u5730\u5740\u5728\u4efb\u610f\u8bbe\u5907\u7684\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee，\u53ef\u4ee5\u770b\u5230\u6210\u529f\u8bbf\u95ee\u7684\u9875\u9762，\u8fd9\u6837\u4e00\u4e2a\u6c38\u4e45\u4e0d\u4f1a\u53d8\u5316\u7684\u4e8c\u7ea7\u5b50\u57df\u540d\u516c\u7f51\u7f51\u5740\u5373\u8bbe\u7f6e\u597d\u4e86\u3002<\/p>\n

            \"image-20260305173455964\"<\/p>\n

            \u603b\u7ed3<\/h3>\n

            \u5230\u8fd9\u91cc，ELK \u7684\u6838\u5fc3\u94fe\u8def\u5df2\u7ecf\u5b8c\u6574\u8dd1\u901a：\u65e5\u5fd7\u8fdb\u5165 Elasticsearch，\u7ecf\u7531 Logstash \u5904\u7406，\u518d\u901a\u8fc7 Kibana \u641c\u7d22\u548c\u5c55\u793a\u3002<\/p>\n

            \u5bf9\u6211\u6765\u8bf4，Kibana \u6700\u6709\u4ef7\u503c\u7684\u5730\u65b9\u5e76\u4e0d\u662f\u201c\u56fe\u8868\u66f4\u6f02\u4eae\u201d，\u800c\u662f\u5f53\u65e5\u5fd7\u8d8a\u6765\u8d8a\u591a\u4ee5\u540e，\u7ec8\u4e8e\u53ef\u4ee5\u6309\u65f6\u95f4\u3001\u5b57\u6bb5\u548c\u6761\u4ef6\u53bb\u7b5b，\u800c\u4e0d\u662f\u6bcf\u6b21\u51fa\u95ee\u9898\u90fd\u91cd\u65b0\u767b\u5f55\u670d\u52a1\u5668\u7ffb\u6587\u4ef6\u3002\u9700\u8981\u89c2\u5bdf\u8d8b\u52bf\u65f6\u518d\u505a\u53ef\u89c6\u5316，\u9700\u8981\u5b9a\u4f4d\u5f02\u5e38\u65f6\u76f4\u63a5\u68c0\u7d22，\u4e24\u4e2a\u573a\u666f\u90fd\u5728\u540c\u4e00\u4e2a\u5165\u53e3\u91cc\u5b8c\u6210\u3002<\/p>\n

            \u5982\u679c\u56e2\u961f\u6210\u5458\u6216\u81ea\u5df1\u5728\u5916\u9762\u4e5f\u9700\u8981\u67e5\u770b\u8fd9\u5957\u9875\u9762，\u518d\u6309\u539f\u6559\u7a0b\u8865\u4e0a\u5916\u90e8\u8bbf\u95ee\u5373\u53ef\u3002\u771f\u6b63\u7701\u4e0b\u6765\u7684，\u662f\u6545\u969c\u53d1\u751f\u4ee5\u540e\u5728\u4e0d\u540c\u670d\u52a1\u5668\u3001\u4e0d\u540c\u65e5\u5fd7\u6587\u4ef6\u4e4b\u95f4\u53cd\u590d\u627e\u7ebf\u7d22\u7684\u65f6\u95f4\u3002<\/p>\n

            \"image-20260305173514273\"<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u524d\u8a00
            \n\u670d\u52a1\u5668\u5c11\u7684\u65f6\u5019，\u6211\u67e5\u95ee\u9898\u57fa\u672c\u5c31\u662f SSH \u4e0a\u53bb\u7ffb\u65e5\u5fd7：\u5148\u627e\u6587\u4ef6，\u518d grep \u5173\u952e\u5b57，\u6700\u540e\u6cbf\u7740\u65f6\u95f4\u4e00\u70b9\u70b9\u5f80\u524d\u8ffd\u3002\u673a\u5668\u548c\u670d\u52a1\u4e00\u591a，\u8fd9\u4e2a\u529e\u6cd5\u6700\u5927\u7684\u9ebb\u70e6\u4e0d\u662f\u547d\u4ee4\u96be，\u800c\u662f\u65e5\u5fd7\u592a\u6563，\u5f88\u96be\u628a\u540c\u4e00\u4ef6\u4e8b\u4e32\u8d77\u6765\u770b\u3002
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