{"id":40919,"date":"2023-03-28T15:45:17","date_gmt":"2024-02-29T05:44:23","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8elastic-stack%e5%af%b9google%e6%90%9c%e7%b4%a2%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e5%8f%af%e8%a7%86%e5%8c%96%ef%bc%8c%e5%9b%9e%e9%a1%be%e8%bf%87%e5%8e%bb%e4%b8%80%e5%b9%b4%e3%80%82\/"},"modified":"2024-04-29T20:52:33","modified_gmt":"2024-04-29T12:52:33","slug":"%e4%bd%bf%e7%94%a8elastic-stack%e5%af%b9google%e6%90%9c%e7%b4%a2%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e5%8f%af%e8%a7%86%e5%8c%96%ef%bc%8c%e5%9b%9e%e9%a1%be%e8%bf%87%e5%8e%bb%e4%b8%80%e5%b9%b4%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8elastic-stack%e5%af%b9google%e6%90%9c%e7%b4%a2%e5%8e%86%e5%8f%b2%e8%bf%9b%e8%a1%8c%e5%8f%af%e8%a7%86%e5%8c%96%ef%bc%8c%e5%9b%9e%e9%a1%be%e8%bf%87%e5%8e%bb%e4%b8%80%e5%b9%b4%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Elastic Stack\u5bf9Google\u641c\u7d22\u5386\u53f2\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u56de\u987e\u8fc7\u53bb\u4e00\u5e74"},"content":{"rendered":"

\u8fd9\u7bc7\u6587\u7ae0\u662f2019\u5e74Elastic Stack\uff08Elasticsearch\uff09\u5723\u8bde\u65e5\u5386\u7684\u7b2c12\u5929\u7684\u6587\u7ae0\u3002<\/p>\n

\u7531\u4e8e\u6211\u65e5\u5e38\u4f7f\u7528\u7684\u624b\u673a\u662fAndroid\uff0c\u6d4f\u89c8\u5668\u662fChrome\uff0c\u6240\u4ee5\u6211\u7684Google\u8d26\u6237\u4e2d\u79ef\u7d2f\u4e86\u5404\u79cd\u6570\u636e\u3002
\n\u8fd9\u4e9b\u6570\u636e\u90fd\u662f\u53ef\u4ee5\u4e0b\u8f7d\u7684\uff0c\u56e0\u6b64\u6211\u6253\u7b97\u901a\u8fc7\u5c06Google\u641c\u7d22\u5386\u53f2\u5728Elasticsearch + Kibana\u4e2d\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u56de\u987e\u8fc7\u53bb\u4e00\u5e74\u7684\u60c5\u51b5\u3002<\/p>\n

\u8c37\u6b4c\u8d26\u6237\u6570\u636e\u4e0b\u8f7d<\/h1>\n
\"image.png\"<\/div>\n

\u5728\u51fa\u73b0\u9009\u62e9\u8981\u4e0b\u8f7d\u7684\u6570\u636e\u7684\u5c4f\u5e55\u4e0a\uff0c\u9002\u5f53\u5730\u4e0b\u8f7d\u6240\u9700\u7684\u6570\u636e\u3002<\/p>\n

\u5f39\u6027\u4e91\u7684\u51c6\u5907\u5de5\u4f5c<\/h1>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u51c6\u5907Elastic Cloud\u3002
\n\u53ea\u9700\u8981\u6ce8\u518c\u7535\u5b50\u90ae\u7bb1\uff0c\u5c31\u53ef\u4ee5\u4eab\u53d7\u4e3a\u671f14\u5929\u7684\u514d\u8d39\u8bd5\u7528\u65f6\u95f4\uff0c\u975e\u5e38\u611f\u8c22\u60a8\u7684\u4f7f\u7528\u3002<\/p>\n

\u4e00\u65e6\u6ce8\u518c\u5b8c\u6210\uff0c\u60a8\u5c06\u6536\u5230\u4e00\u5c01\u542b\u6709\u94fe\u63a5\u7684\u7535\u5b50\u90ae\u4ef6\u3002\u60a8\u53ea\u9700\u70b9\u51fb\u8be5\u94fe\u63a5\uff0c\u5373\u53ef\u5f00\u59cb\u4f7f\u7528Elastic Cloud\u3002<\/p>\n

\u5f39\u6027\u5806\u6808\u7684\u51c6\u5907\u5de5\u4f5c<\/h2>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n
\"image.png\"<\/div>\n

\u5982\u679cRAM\u548c\u5176\u4ed6\u8bbe\u7f6e\u90fd\u53ef\u4ee5\u4fdd\u6301\u9ed8\u8ba4\u72b6\u6001\u7684\u8bdd\uff0c\u53ea\u9700\u8981\u8fd9\u6837\u5c31\u53ef\u4ee5\u4e86\u3002\u5f88\u7b80\u5355\uff01<\/p>\n

\u53ef\u5b9a\u5236\u7684\u9879\u76ee<\/h3>\n

\u53ef\u4ee5\u6309\u7167\u73b0\u6709\u7684\u73af\u5883\u8fdb\u884c\u90e8\u7f72\uff0c\u4f46\u662f\u901a\u8fc7\u70b9\u51fb\u300c\u81ea\u5b9a\u4e49\u90e8\u7f72\u300d\u6309\u94ae\uff0c\u53ef\u4ee5\u8fdb\u884c\u66f4\u8be6\u7ec6\u7684\u8bbe\u7f6e\u3002
\n\u65e2\u7136\u5982\u6b64\uff0c\u6211\u4eec\u6765\u5927\u81f4\u770b\u4e00\u4e0b\u53ef\u4ee5\u8fdb\u884c\u54ea\u4e9b\u81ea\u5b9a\u4e49\u8bbe\u7f6e\u3002\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u8fd9\u4e9b\u9009\u9879\u5728\u90e8\u7f72\u540e\u4e5f\u53ef\u4ee5\u8fdb\u884c\u66f4\u6539\u3002<\/p>\n

Elasticsearch \u5f39\u6027\u641c\u7d22<\/h4>\n
\"image.png\"<\/div>\n

\u673a\u5668\u5b66\u4e60<\/h4>\n
\"image.png\"<\/div>\n

\u5e08\u5085\u4e13\u7528\u8282\u70b9<\/h4>\n
\"image.png\"<\/div>\n

\u5f39\u6027\u641c\u7d22\u7684\u63d2\u4ef6<\/h4>\n
\"image.png\"<\/div>\n

\u8a2d\u5b9a\u76f8\u5173\u7684\u7d22\u5f15\u5173\u7cfb<\/h4>\n

\u4f3c\u4e4e\u53ef\u4ee5\u8bbe\u7f6e\u4ee5\u4e0b\u4e24\u4e2a\u9009\u9879\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e9b\u5730\u65b9\u5728elasticsearch.yml\u4e2d\u6307\u5b9a\u8fc7\uff0c\u4f46\u662f\u7531\u4e8e\u8fd9\u4e9b\u662f\u6bd4\u8f83\u5e38\u89c1\u7684\u8bbe\u7f6e\u9879\u76ee\uff0c\u6240\u4ee5\u53ef\u4ee5\u901a\u8fc7\u590d\u9009\u6846\u7b80\u5355\u5730\u8fdb\u884c\u8bbe\u7f6e\uff0c\u8fd9\u5f88\u597d\u3002<\/p>\n

    \n
  • \n
      \u5b58\u5728\u3057\u306a\u3044\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u5bfe\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3068\u304d\u306b\u81ea\u52d5\u7684\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u304b<\/ul>\n<\/li>\n<\/ul>\n

       <\/p>\n

        \u524a\u9664\u7cfb\u306e\u64cd\u4f5c\u3092\u3059\u308b\u969b\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\u3092\u53b3\u5bc6\u306b\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b<\/ul>\n
        \"image.png\"<\/div>\n

        Kibana \u53ef\u89c6\u5316\u5de5\u5177\u3002<\/h4>\n
        \"image.png\"<\/div>\n

        APM (\u5168\u79f0) \u7cbe\u786e\u70b9\u51fb\u7387\u7ba1\u7406\u7cfb\u7edf\u3002<\/h4>\n
        \"image.png\"<\/div>\n

        \u8bbe\u5b9a\u5b8c\u6210\u540e\uff0c\u5c31\u5f00\u59cb\u90e8\u7f72\u5427\uff01\u6309\u7167\u8fd9\u6b21\u7684\u8bbe\u5b9a\uff0c\u7b49\u5f85\u5927\u7ea62\u30013\u5206\u949f\uff0c\u73af\u5883\u5c31\u80fd\u542f\u52a8\u8d77\u6765\u4e86\u3002\u771f\u662f\u65b9\u4fbf\u5462\uff5e\uff01<\/p>\n

        \u5411Elasticsearch\u6dfb\u52a0\u6570\u636e<\/h1>\n

        \u7531\u4e8e Elastic Cloud \u5df2\u7ecf\u51c6\u5907\u5c31\u7eea\uff0c\u9996\u5148\u5c06\u4e0b\u8f7d\u7684 Google \u8d26\u6237\u6570\u636e\u5bfc\u5165 Elasticsearch\u3002
        \n\u6211\u4eec\u5c06\u4f7f\u7528 Kibana \u7684 Data Visualizer \u529f\u80fd\u6765\u8fdb\u884c\u6570\u636e\u6dfb\u52a0\u3002
        \nData Visualizer \u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ea\u9700\u4e0a\u4f20 CSV \u6216 JSON \u6587\u4ef6\uff0c\u5b83\u5c06\u81ea\u52a8\u521b\u5efa\u6570\u636e\u7c7b\u578b\u5224\u65ad\u548c\u6620\u5c04\u8bbe\u7f6e\uff0c\u5e76\u5bfc\u5165\u6570\u636e\u3002<\/p>\n

        \u4f7f\u7528Kibana\u7684\u673a\u5668\u5b66\u4e60>\u6570\u636e\u53ef\u89c6\u5316\u5668>\u5bfc\u5165\u6570\u636e\u529f\u80fd\u4e0a\u4f20\u6587\u4ef6\u3002
        \n\u8fd9\u6b21\u8981\u4f7f\u7528\u7684Google\u5e10\u53f7\u6570\u636e\u662fJSON\u683c\u5f0f\u7684\uff0c\u800cJSON\u7684\u683c\u5f0f\u9700\u8981\u6309\u7167\u8981\u521b\u5efa\u7684\u6587\u6863\u5355\u4f4d\u8fdb\u884c\u6362\u884c\u5206\u9694\uff0c\u6240\u4ee5\u6211\u53ea\u662f\u624b\u52a8\u7f16\u8f91\u4e86\u8fd9\u4e00\u90e8\u5206\u3002\uff08\u867d\u7136\u53ea\u662f\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u5339\u914d\u548c\u5220\u9664\u4e86\u7a7a\u683c\u548c\u6362\u884c\u800c\u5df2\uff09<\/p>\n

        \"image.png\"<\/div>\n
        \"image.png\"<\/div>\n

        \u518d\u6b21\u70b9\u51fb\u201c\u5bfc\u5165\u201d\u6309\u94ae\uff0c\u6570\u636e\u5c06\u4f1a\u4e0a\u4f20\u5e76\u81ea\u52a8\u521b\u5efa\u7d22\u5f15\u3002<\/p>\n

        \u6570\u636e\u6574\u7406<\/h2>\n

        \u66ab\u6642\u5c07\u6578\u64da\u5132\u5b58\u4e0b\u4f86\uff0c\u4f46\u539f\u59cb\u6578\u64da\u4e26\u4e0d\u9069\u5408\u9032\u884c\u53ef\u8996\u5316\uff0c\u6240\u4ee5\u9700\u8981\u5c0d\u5176\u9032\u884c\u6574\u7406\u3002
        \n\u6211\u5011\u4f7f\u7528 Logstash \u4f5c\u70ba ETL \u5de5\u5177\uff0c\u901a\u904e Elasticsearch -> Logstash -> Elasticsearch \u7684\u6d41\u7a0b\u9032\u884c\u6578\u64da\u6574\u7406\u3002
        \n\u6211\u5011\u5728\u672c\u5730\u90e8\u7f72\u4e26\u904b\u884c Logstash\uff0c\u4f46\u5b89\u88dd\u53ea\u53c3\u8003\u4e86\u5b98\u65b9\u6587\u4ef6\u7684\u6700\u57fa\u672c\u914d\u7f6e\uff0c\u5177\u9ad4\u7684\u5b89\u88dd\u6b65\u9a5f\u4e0d\u518d\u8d05\u8ff0\u3002<\/p>\n

        \u7ba1\u9053\u8bbe\u7f6e<\/h3>\n

        \u4eceElasticsearch\u4e2d\u7684\u8f93\u5165\u548c\u8f93\u51fa\u53ef\u4ee5\u4f7f\u7528Elasticsearch\u8f93\u5165\u63d2\u4ef6\u548cElasticsearch\u8f93\u51fa\u63d2\u4ef6\u6765\u5b9e\u73b0\u3002
        \n\u6b63\u5982\u6240\u6599\uff0cLogstash\u786e\u5b9e\u53ef\u4ee5\u5feb\u901f\u5730\u4e0eElasticsearch\u8fdb\u884c\u96c6\u6210\u3002
        \n\u4f7f\u7528Elasticsearch\u8f93\u5165\u63d2\u4ef6\u65f6\uff0c\u5b83\u8fd8\u4f1a\u81ea\u52a8\u4f7f\u7528Scroll API\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u76f8\u5bf9\u4e0d\u8d77\u773c\u4f46\u4ee4\u4eba\u5f00\u5fc3\u7684\u7279\u70b9\u3002
        \n\u901a\u8fc7\u8fd9\u4e2a\u529f\u80fd\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u8c03\u6574\u6bcf\u6b21\u8bf7\u6c42\u4e2d\u83b7\u53d6\u7684\u6587\u6863\u6570\u91cf\u3002<\/p>\n

        \u597d\u5427\uff0c\u81f3\u5173\u91cd\u8981\u7684\u6570\u636e\u6574\u7406\u95ee\u9898\u662f\uff0c\u539f\u59cb\u6570\u636e\u5982\u4e0b\u6240\u793a\u3002<\/p>\n

        {<\/span>\r\n  \"@timestamp\"<\/span> :<\/span> \"2019-11-20T09:12:02.734Z\"<\/span>,<\/span>\r\n  \"header\"<\/span> :<\/span> \"\u691c\u7d22\"<\/span>,<\/span>\r\n  \"time\"<\/span> :<\/span> \"2019-11-20T09:12:02.734Z\"<\/span>,<\/span>\r\n  \"title\"<\/span> :<\/span> \"\u300c elasticsearch \u52c9\u5f37\u4f1a \u300d\u3092\u691c\u7d22\u3057\u307e\u3057\u305f\"<\/span>,<\/span>\r\n  \"titleUrl\"<\/span> :<\/span> \"https:\/\/www.google.com\/search?q=elasticsearch+%E5%8B%89%E5%BC%B7%E4%BC%9A\"<\/span>,<\/span>\r\n  \"products\"<\/span> :<\/span> [<\/span> \"\u691c\u7d22\"<\/span> ],<\/span>\r\n  \"locationInfos\"<\/span> :<\/span> [<\/span> {}<\/span> ]<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
        \u6839\u636e\u641c\u7d22\u5173\u952e\u8bcdtitle\u548c\u65e5\u671ftime\uff0c\u5728\u4e0b\u9762\u7684\u6d41\u7a0b\u4e2d\u5bf9\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u6574\u7406\uff0c\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u4ee5\u7a7a\u683c\u5206\u5272\u7684\u641c\u7d22\u5173\u952e\u8bcd\u6570\u7ec4\u548c\u4ec5\u5305\u542b\u641c\u7d22\u65e5\u671f\u7684\u6570\u636e\u3002<\/p>\n
          \n
        1. \n
            \u5c06\u4f7f\u7528\u7684\u5b57\u6bb5\u9650\u5b9a\u4e3a\u6807\u9898\u548c\u65f6\u95f4\u3002<\/ol>\n<\/li>\n<\/ol>\n
             <\/p>\n
              \n
            1. \n
                \u5220\u9664\u6807\u9898\u4e2d\u7684\u201c\u300c\u300d\u3092\u691c\u7d22\u3057\u307e\u3057\u305f\u201d\u5b57\u7b26\u4e32\u3002<\/ol>\n<\/li>\n<\/ol>\n
                 <\/p>\n
                  \n
                1. \n
                    \u5c06\u5168\u89d2\u7a7a\u683c\u8f6c\u6362\u4e3a\u534a\u89d2\u7a7a\u683c\u3002<\/ol>\n<\/li>\n<\/ol>\n
                     <\/p>\n
                      \u7528\u534a\u89d2\u7a7a\u683c\u5206\u5272\u6807\u9898\u3002<\/ol>\n
                      \u6211\u5bf9Logstash\u7684\u914d\u7f6e\u6587\u4ef6\u8fdb\u884c\u4e86\u4ee5\u4e0b\u7c7b\u4f3c\u7684\u8bbe\u7f6e\u3002<\/p>\n
                      input {\r\n  elasticsearch {\r\n    hosts => ['ELASTICSEARCH_URL']\r\n    index => 'raw-search-history'\r\n    query => '{ \"query\": { \"match_all\": {} } }'\r\n    size => 250\r\n  }\r\n}\r\n\r\nfilter {\r\n  mutate {\r\n    remove_field => [ \"@timestamp\", \"header\", \"titleUrl\", \"products\", \"locationInfos\" ]\r\n  }\r\n\r\n  mutate {\r\n    gsub => [\r\n      \"title\", \"\u300c \", \"\",\r\n      \"title\", \" \u300d\u3092\u691c\u7d22\u3057\u307e\u3057\u305f\", \"\",\r\n      \"title\", \"\u3000\", \" \"\r\n    ]\r\n  }\r\n\r\n  mutate {\r\n    split => { \"title\" => \" \" }\r\n  }\r\n}\r\n\r\noutput {\r\n  elasticsearch {\r\n    hosts => ['ELASTICSEARCH_URL']\r\n    index => 'mutated-search-history''\r\n  }\r\n}\r\n<\/code><\/pre>\n
                      \u901a\u8fc7\u8fd9\u4e2a\uff0c\u53ef\u4ee5\u5236\u4f5c\u51fa\u4ee5\u4e0b\u7c7b\u4f3c\u7684\u6587\u6863\u3002<\/p>\n
                      {<\/span>\r\n  \"title\"<\/span> :<\/span> [<\/span>\r\n    \"elasticsearch\"<\/span>,<\/span>\r\n    \"\u52c9\u5f37\u4f1a\"<\/span>\r\n  ],<\/span>\r\n  \"time\"<\/span> :<\/span> \"2019-11-20T09:12:02.734Z\"<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                      \u641c\u7d22\u5386\u53f2\u7684\u53ef\u89c6\u5316<\/h1>\n
                      \u6570\u636e\u51c6\u5907\u597d\u4e86\uff0c\u73b0\u5728\u5f00\u59cb\u4f7f\u7528Kibana\u6765\u53ef\u89c6\u5316\u641c\u7d22\u5386\u53f2\u3002
                      \n\u6211\u4eec\u5c06\u5229\u7528Kibana\u7684\u4e00\u4e2a\u9b45\u529b\u4e4b\u4e00\uff0c\u6807\u7b7e\u4e91\u6765\u5c55\u793a\u56fe\u5f62\u3002<\/p>\n
                      \"image.png\"<\/div>\n
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