{"id":41211,"date":"2022-11-09T08:21:33","date_gmt":"2023-11-29T07:53:15","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/"},"modified":"2024-04-28T23:47:38","modified_gmt":"2024-04-28T15:47:38","slug":"%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/","title":{"rendered":"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd"},"content":{"rendered":"

\u8fd9\u662fHamee Advent Calendar\u7684\u7b2c\u4e8c\u5929\u6587\u7ae0\u3002<\/p>\n

\u6211\u8ba1\u5212\u5c06\u6211\u4eec\u901a\u5e38\u8f7b\u800c\u6613\u4e3e\u5730\u4f7f\u7528\u7684Google\u641c\u7d22\u5173\u952e\u5b57\u5386\u53f2\u53ef\u89c6\u5316\uff0c\u5e76\u5c1d\u8bd5\u5206\u6790\u81ea\u5df1\u8fc7\u53bb\u5bf9\u4ec0\u4e48\u611f\u5174\u8da3\u3002<\/p>\n

\u6574\u4e2a\u6d41\u7a0b<\/h2>\n
    \n
  1. \n
      \u4e0b\u8f7d\u641c\u7d22\u5386\u53f2\u8bb0\u5f55<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          \u63d0\u53d6\u641c\u7d22\u5173\u952e\u8bcd<\/ol>\n<\/li>\n<\/ol>\n

           <\/p>\n

            \n
          1. \n
              \u5f15\u5165Kibana+Elasticsearch<\/ol>\n<\/li>\n<\/ol>\n

               <\/p>\n

                \n
              1. \n
                  \u5c06\u6570\u636e\u5bfc\u5165Elasticsearch<\/ol>\n<\/li>\n<\/ol>\n

                   <\/p>\n

                    \u53ef\u89c6\u5316<\/ol>\n

                    \u76ee\u5f55\u7ed3\u6784<\/h2>\n

                    \u8fd9\u662f\u6700\u7ec8\u7684\u76ee\u5f55\u7ed3\u6784\u3002<\/p>\n

                    .\r\n\u251c\u2500\u2500 data\r\n\u2502     \u251c\u2500\u2500 bulk_insert.json\r\n\u2502\u00a0    \u251c\u2500\u2500 bulk_insert.rb\r\n\u2502\u00a0    \u251c\u2500\u2500 index.html\r\n\u2502\u00a0    \u251c\u2500\u2500 parse.rb\r\n\u2502\u00a0    \u251c\u2500\u2500 search_keywords.json\r\n\u2502\u00a0    \u2514\u2500\u2500 \u691c\u7d22\r\n\u2502          \u251c\u2500\u2500 2017-01-01 2017\u5e741\u6708\u301c2017\u5e743\u6708.json\r\n\u2502          \u251c\u2500\u2500 2017-04-01 2017\u5e744\u6708\u301c2017\u5e746\u6708.json\r\n\u2502          \u251c\u2500\u2500 2017-07-01 2017\u5e747\u6708\u301c2017\u5e749\u6708.json\r\n\u2502          \u2514\u2500\u2500 2017-10-01 2017\u5e7410\u6708\u301c2017\u5e7412\u6708.json\r\n\u251c\u2500\u2500 docker-compose.yml\r\n\u2514\u2500\u2500 elasticsearch\r\n    \u2514\u2500\u2500 Dockerfile\r\n<\/code><\/pre>\n
                    \u4e0b\u8f7d\u641c\u7d22\u5386\u53f2\u8bb0\u5f55<\/h2>\n
                    \u6beb\u65e0\u7591\u95ee\uff0c\u6ca1\u6709\u6570\u636e\u5c31\u65e0\u4ece\u5f00\u59cb\uff0c\u6240\u4ee5\u6211\u4f1a\u4e0b\u8f7d\u8c37\u6b4c\u7684\u641c\u7d22\u5386\u53f2\u8bb0\u5f55\u3002
                    \n\u60a8\u53ef\u4ee5\u5728\u8c37\u6b4c\u7684\u4e0b\u8f7d\u9875\u9762\u4e0a\u9009\u62e9\u641c\u7d22\u5386\u53f2\uff0c\u7136\u540e\u4e0b\u8f7d\u4e00\u4e2azip\u683c\u5f0f\u7684\u6587\u4ef6\u3002
                    \nhttps:\/\/takeout.google.com\/settings\/takeout<\/p>\n
                    \u89e3\u538b\u7f29\u4e0b\u8f7d\u7684zip\u6587\u4ef6\u540e\uff0c\u4f1a\u751f\u6210\u4ee5\u4e0b\u7684\u76ee\u5f55\u7ed3\u6784\u3002
                    \n\uff08\u5c3d\u7ba1JSON\u6587\u4ef6\u5b58\u5728\u4e8e2017\u5e74\u4e4b\u524d\uff0c\u4f46\u7531\u4e8e\u672c\u6b21\u4ec5\u9488\u5bf92017\u5e74\uff0c\u6545\u5df2\u5220\u9664\u3002\uff09<\/p>\n
                    Takeout\r\n\u251c\u2500\u2500 index.html\r\n\u2514\u2500\u2500 \u691c\u7d22\r\n    \u251c\u2500\u2500 2017-01-01 2017\u5e741\u6708\u301c2017\u5e743\u6708.json\r\n    \u251c\u2500\u2500 2017-04-01 2017\u5e744\u6708\u301c2017\u5e746\u6708.json\r\n    \u251c\u2500\u2500 2017-07-01 2017\u5e747\u6708\u301c2017\u5e749\u6708.json\r\n    \u2514\u2500\u2500 2017-10-01 2017\u5e7410\u6708\u301c2017\u5e7412\u6708.json\r\n<\/code><\/pre>\n
                    \u67e5\u770bjson\u6587\u4ef6\u7684\u5185\u5bb9<\/h3>\n
                    \u6211\u5011\u5728\u9019\u88e1\u5148\u4f86\u78ba\u8a8d\u4e0b\u8f09\u7684\u641c\u5c0b\u8a18\u9304\u8cc7\u6599\u7d50\u69cb\u3002<\/p>\n
                    timestamp_usec\u4ee3\u8868\u4e86\u641c\u7d22\u65f6\u7684\u65f6\u95f4\uff0c\u5e76\u4ee5UNIX\u65f6\u95f4\u6233\u7684\u7eb3\u79d2\u8868\u793a\u3002
                    \nquery_text\u662f\u5b9e\u9645\u8fdb\u884c\u641c\u7d22\u65f6\u7684\u641c\u7d22\u5b57\u7b26\u4e32\uff0c\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e2a\u5b57\u7b26\u4e32\u8fdb\u884c\u5206\u89e3\uff0c\u4ee5\u83b7\u53d6\u641c\u7d22\u5173\u952e\u5b57\u5217\u8868\u3002<\/p>\n
                    {\r\n  \"event\": [\r\n    {\r\n      \"query\": {\r\n        \"id\": [\r\n          {\r\n            \"timestamp_usec\": \"1490981273760997\"\r\n          }\r\n        ],\r\n        \"query_text\": \"\u79cb\u8449\u539f\u30c0\u30a4\u30d3\u30eb\"\r\n      }\r\n    },\r\n    {\r\n      \"query\": {\r\n        \"id\": [\r\n          {\r\n            \"timestamp_usec\": \"1490932140812972\"\r\n          }\r\n        ],\r\n        \"query_text\": \"php conference\"\r\n      }\r\n    },\r\n    ...\r\n<\/code><\/pre>\n
                    \u63d0\u53d6\u641c\u7d22\u5173\u952e\u8bcd<\/h2>\n
                    \u6570\u636e\u7ed3\u6784<\/h3>\n
                    \u73b0\u5728\uff0c\u6211\u4eec\u5c06\u4ece\u4e0b\u8f7d\u7684JSON\u6587\u4ef6\u4e2d\u63d0\u53d6\u6240\u9700\u7684\u6570\u636e\u3002
                    \n\u6211\u4eec\u5c06\u5206\u89e3\u641c\u7d22\u5b57\u7b26\u4e32\uff0c\u5e76\u83b7\u53d6\u641c\u7d22\u65f6\u95f4\u548c\u641c\u7d22\u5173\u952e\u8bcd\u7684\u7ec4\u5408\u5217\u8868\u3002<\/p>\n
                    \u5173\u4e8e\u641c\u7d22\u65f6\u95f4\uff0c\u7531\u4e8e\u4f7f\u7528\u4e86UNIX\u65f6\u95f4\u6233\u8868\u793a\uff0c\u6211\u4eec\u5c06\u5176\u8f6c\u6362\u4e3a\u4ee5\u6beb\u79d2\u8868\u793a\u7684\u65e5\u671f\u683c\u5f0f\u3002<\/p>\n
                    [\r\n  {\r\n    \"timestamp\": \"2017-03-31 12:49:00\",\r\n    \"keyword\": \"php\"\r\n  },\r\n  {\r\n    \"timestamp\": \"2017-03-31 12:49:00\",\r\n    \"keyword\": \"conference\u201d\r\n  },\r\n  ....\r\n]\r\n<\/code><\/pre>\n
                    \u6b64\u5916\uff0c\u53ef\u80fd\u5b58\u5728\u591a\u4e2atimestamp_usec\uff0c\u4f46\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ea\u662f\u5728\u77ed\u65f6\u95f4\u5185\u591a\u6b21\u6267\u884c\u641c\u7d22\uff0c\u56e0\u6b64\u6211\u4eec\u5c06\u5176\u89c6\u4e3a\u4e00\u6b21\u8d77\u59cb\u641c\u7d22\u3002<\/p>\n
                    {\"id\"=>[{\"timestamp_usec\"=>\"1508764388232195\"}, {\"timestamp_usec\"=>\"1508764390541359\"}, {\"timestamp_usec\"=>\"1508764411274548\"}], \"query_text\"=>\"docker \u30c7\u30a3\u30ec\u30af\u30c8\u30ea \u30de\u30a6\u30f3\u30c8 build\"}\r\n<\/code><\/pre>\n
                    \u83b7\u53d6\u641c\u7d22\u5386\u53f2\u5173\u952e\u8bcd\u5217\u8868<\/h3>\n
                    \u5173\u4e8e\u83b7\u53d6\u5173\u952e\u8bcd\u5217\u8868\uff0c\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0bRuby\u811a\u672c\uff0c\u751f\u6210search_keywords.json\u6587\u4ef6\u3002<\/p>\n
                    $ ruby parse.rb\r\n<\/code><\/pre>\n
                    require<\/span> 'json'<\/span>\r\n\r\n# Google\u691c\u7d22\u5c65\u6b74\u306eJSON\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3001\u30af\u30a8\u30ea\u60c5\u5831\u3092\u914d\u5217\u3067\u8fd4\u3059<\/span>\r\ndef<\/span> readQueries<\/span>(<\/span>json_file<\/span>)<\/span>\r\n  File<\/span>.<\/span>open<\/span>(<\/span>json_file<\/span>)<\/span> do<\/span> |<\/span>file<\/span>|<\/span>\r\n    return<\/span> JSON<\/span>.<\/span>load<\/span>(<\/span>file<\/span>)[<\/span>'event'<\/span>].<\/span>map<\/span>{<\/span>|<\/span>item<\/span>|<\/span> item<\/span>[<\/span>'query'<\/span>]}<\/span>\r\n  end<\/span>\r\nend<\/span>\r\n\r\n# \u8907\u6570\u306eJSON\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3093\u3067\u7d50\u5408\u3059\u308b<\/span>\r\nqueries<\/span> =<\/span> Dir<\/span>.<\/span>glob<\/span>(<\/span>'\u691c\u7d22\/*.json'<\/span>)<\/span>\r\n             .<\/span>reduce<\/span>([]){<\/span>|<\/span>array<\/span>,<\/span> file<\/span>|<\/span>\r\n               array<\/span>.<\/span>concat<\/span>(<\/span>readQueries<\/span>(<\/span>file<\/span>))<\/span>\r\n             }<\/span>\r\n\r\nsearch_keywords<\/span> =<\/span> queries<\/span>.<\/span>map<\/span>{<\/span>|<\/span>query<\/span>|<\/span>\r\n  # \u691c\u7d22\u5c65\u6b74\u306e\u30af\u30a8\u30ea\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u6bce\u306b\u5206\u89e3<\/span>\r\n  keywords<\/span> =<\/span> query<\/span>[<\/span>'query_text'<\/span>].<\/span>split<\/span>(<\/span>\/\\s|\u3000\/<\/span>)<\/span>\r\n\r\n  # Google\u3067\u306e\u691c\u7d22\u6642\u9593\u3092\u53d6\u5f97<\/span>\r\n  timestamp<\/span> =<\/span> query<\/span>[<\/span>'id'<\/span>][<\/span>0<\/span>][<\/span>'timestamp_usec'<\/span>]<\/span>\r\n\r\n  keywords<\/span>.<\/span>map<\/span>{<\/span>|<\/span>keyword<\/span>|<\/span>\r\n    # UNI\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u65e5\u4ed8\u8868\u8a18\u306b\u5909\u63db\u3059\u308b\uff08\u5358\u4f4d\u306f\u30ca\u30ce\u79d2\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u6ce8\u610f\uff09<\/span>\r\n    {<\/span>'timestamp'<\/span>=><\/span> Time<\/span>.<\/span>at<\/span>(<\/span>timestamp<\/span>.<\/span>to_i<\/span> \/<\/span> 1000000<\/span>).<\/span>strftime<\/span>(<\/span>'%Y-%m-%d %H:%M:%S'<\/span>),<\/span> 'keyword'<\/span>=><\/span> keyword<\/span>}<\/span>\r\n  }<\/span>\r\n}.<\/span>flatten<\/span>\r\n\r\nFile<\/span>.<\/span>write<\/span>(<\/span>'search_keywords.json'<\/span>,<\/span> JSON<\/span>.<\/span>pretty_generate<\/span>(<\/span>search_keywords<\/span>))<\/span>\r\n<\/code><\/pre>\n
                    \u5728\u4e2d\u56fd\u5f15\u5165Kibana+Elasticsearch<\/h2>\n
                    \u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u5f15\u5165Kibana+Elasticsearch\u4f5c\u4e3a\u53ef\u89c6\u5316\u641c\u7d22\u5386\u53f2\u5173\u952e\u8bcd\u7684\u5de5\u5177\u3002\u7531\u4e8e\u5bf9Kibana\u548cElasticsearch\u7684\u8bf4\u660e\u4f1a\u53d8\u5f97\u8f83\u957f\uff0c\u6240\u4ee5\u6211\u4eec\u5c06\u7701\u7565\u3002<\/p>\n
                    \u8fd9\u6b21\u6211\u4eec\u5c06\u4f7f\u7528Docker\u6765\u5feb\u901f\u5f15\u5165\u3002<\/p>\n
                    .\r\n\u251c\u2500\u2500 data\r\n\u2502     \u251c\u2500\u2500 index.html\r\n\u2502     \u251c\u2500\u2500 parse.rb\r\n\u2502     \u251c\u2500\u2500 search_keywords.json\r\n\u2502     \u2514\u2500\u2500 \u691c\u7d22\r\n\u2502          \u251c\u2500\u2500 2017-01-01 2017\u5e741\u6708\u301c2017\u5e743\u6708.json\r\n\u2502          \u251c\u2500\u2500 2017-04-01 2017\u5e744\u6708\u301c2017\u5e746\u6708.json\r\n\u2502          \u251c\u2500\u2500 2017-07-01 2017\u5e747\u6708\u301c2017\u5e749\u6708.json\r\n\u2502          \u2514\u2500\u2500 2017-10-01 2017\u5e7410\u6708\u301c2017\u5e7412\u6708.json\r\n\u251c\u2500\u2500 docker-compose.yml\r\n\u2514\u2500\u2500 elasticsearch\r\n    \u2514\u2500\u2500 Dockerfile\r\n<\/code><\/pre>\n
                    docker-compose.yml \u53ef\u4ee5\u88ab\u91cd\u65b0\u6539\u5199\u6210:<\/h3>\n
                    version<\/span>:<\/span> '<\/span>2'<\/span>\r\nservices<\/span>:<\/span>\r\n  elasticsearch<\/span>:<\/span>\r\n    build<\/span>:<\/span> .\/elasticsearch<\/span>\r\n    volumes<\/span>:<\/span>\r\n      -<\/span> es-data:\/usr\/share\/elasticsearch\/data<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> 9200:9200<\/span>\r\n    expose<\/span>:<\/span>\r\n      -<\/span> 9300<\/span>\r\n    ulimits<\/span>:<\/span>\r\n        nofile<\/span>:<\/span>\r\n            soft<\/span>:<\/span> 65536<\/span>\r\n            hard<\/span>:<\/span> 65536<\/span>\r\n        # https:\/\/github.com\/docker-library\/elasticsearch\/issues\/111<\/span>\r\n        # uliimit<\/span>\r\n  kibana<\/span>:<\/span>\r\n    image<\/span>:<\/span> kibana:5.3<\/span>\r\n    links<\/span>:<\/span>\r\n      -<\/span> elasticsearch:elasticsearch<\/span>\r\n    ports<\/span>:<\/span>\r\n      -<\/span> 5601:5601<\/span>\r\nvolumes<\/span>:<\/span>\r\n  es-data<\/span>:<\/span>\r\n    driver<\/span>:<\/span> local<\/span>\r\n<\/code><\/pre>\n
                    elasticsearch\/Dockerfile \u7684\u4e2d\u6587\u91ca\u4e49\uff1a\u5f39\u6027\u641c\u7d22\/\u5bb9\u5668\u6587\u4ef6\u3002<\/h3>\n
                    FROM elasticsearch:5.3\r\n\r\n# kuromoji\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\nRUN elasticsearch-plugin  install analysis-kuromoji\r\n<\/code><\/pre>\n
                    \u521b\u5efa\u5bb9\u5668<\/h3>\n
                    \u8bf7\u8bbf\u95ee http:\/\/127.0.0.1:5601\uff0c\u5982\u679c\u80fd\u591f\u663e\u793aKibana\u754c\u9762\uff0c\u8bf4\u660e\u5b89\u88c5\u5df2\u5b8c\u6210\u3002<\/p>\n
                    $ docker-compose up -d\r\n<\/code><\/pre>\n
                    \u5c06\u6570\u636e\u6295\u5165Elasticsearch<\/h2>\n
                    \u4e3a\u4e86\u5728Kibana\u4e0a\u53ef\u89c6\u5316\u63d0\u53d6\u51fa\u7684\u5173\u952e\u8bcd\u5217\u8868\uff0c\u5c06\u5176\u8f93\u5165\u5230Elasticsearch\u4e2d\u3002<\/p>\n
                    \u521b\u5efa\u6620\u5c04<\/h3>\n
                    \u9996\u5148\uff0c\u5728Elasticsearch\u4e2d\u521b\u5efa\u6620\u5c04\u3002<\/p>\n
                    $ curl -XPUT 'http:\/\/localhost:9200\/google_search_history' -d '{\r\n  \"mappings\": {\r\n    \"keywords\": {\r\n      \"properties\": {\r\n        \"timestamp\": {\r\n          \"type\": \"date\",\r\n          \"format\": \"yyyy-MM-dd HH:mm:ss\"\r\n        },\r\n        \"keyword\": {\r\n          \"type\": \"keyword\"\r\n        }\r\n      }\r\n    }\r\n  }\r\n}'\r\n<\/code><\/pre>\n
                    \u521b\u5efa\u6ce8\u518c\u6570\u636e<\/h3>\n
                    \u4e3a\u4e86\u5c06\u6570\u636e\u6279\u91cf\u6ce8\u518c\u5230Elasticsearch\u4e2d\uff0c\u6211\u4eec\u5c06\u4ece\u5148\u524d\u751f\u6210\u7684search_keywords.json\u6587\u4ef6\u4e2d\u521b\u5efa\u7528\u4e8e\u6279\u91cf\u6ce8\u518c\u7684bulk_insert.json\u6587\u4ef6\u3002<\/p>\n
                    $ ruby bulk_insert.rb\r\n<\/code><\/pre>\n
                    require<\/span> 'json'<\/span>\r\n\r\nINDEX<\/span> =<\/span> 'google_search_history'<\/span>\r\nTYPE<\/span>  =<\/span> 'keywords'<\/span>\r\n\r\n# \u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30b5\u30fc\u30c8\u3059\u308bJSON\u3092\u751f\u6210<\/span>\r\ndef<\/span> insert<\/span>(<\/span>index<\/span>,<\/span> type<\/span>,<\/span> data<\/span>)<\/span>\r\n  hash<\/span> =<\/span> {<\/span>'index'<\/span> =><\/span> {<\/span>'_index'<\/span>=><\/span>index<\/span>,<\/span> '_type'<\/span>=><\/span>type<\/span>}}<\/span>\r\n  [<\/span>hash<\/span>,<\/span> data<\/span>].<\/span>map<\/span>{<\/span>|<\/span>item<\/span>|<\/span>\r\n    JSON<\/span>.<\/span>generate<\/span>(<\/span>item<\/span>)<\/span>\r\n  }.<\/span>join<\/span>(<\/span>\"<\/span>\\n<\/span>\"<\/span>)<\/span>\r\nend<\/span>\r\n\r\nqueries<\/span> =<\/span> File<\/span>.<\/span>open<\/span>(<\/span>'search_keywords.json'<\/span>)<\/span> do<\/span> |<\/span>file<\/span>|<\/span>\r\n  JSON<\/span>.<\/span>load<\/span>(<\/span>file<\/span>)<\/span>\r\nend<\/span>\r\n\r\n# \u5404\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u3066\u3001\u30d0\u30eb\u30af\u30a4\u30f3\u30b5\u30fc\u30c8\u3059\u308b\u305f\u3081\u306eJSON\u3092\u751f\u6210<\/span>\r\nbulk_insert_json<\/span> =<\/span> queries<\/span>.<\/span>map<\/span>{<\/span>|<\/span>query<\/span>|<\/span> insert<\/span>(<\/span>INDEX<\/span>,<\/span> TYPE<\/span>,<\/span> query<\/span>)}.<\/span>join<\/span>(<\/span>\"<\/span>\\n<\/span>\"<\/span>)<\/span>\r\nFile<\/span>.<\/span>write<\/span>(<\/span>'bulk_insert.json'<\/span>,<\/span> bulk_insert_json<\/span>)<\/span>\r\n<\/code><\/pre>\n
                    \u6570\u636e\u8f93\u5165 de<\/h3>\n
                    \u4f7f\u7528curl\u547d\u4ee4\u5c06bulk_insert.json\u7684\u5185\u5bb9\u5bfc\u5165Elasticsearch\u3002<\/p>\n
                    $ curl -XPOST localhost:9200\/google_search_history\/keywords\/_bulk --data-binary @bulk_insert.json > \/dev\/null\r\n<\/code><\/pre>\n
                    \u53ef\u89c6\u5316<\/h2>\n
                    \u7ec8\u4e8e\u51c6\u5907\u5de5\u4f5c\u5df2\u7ecf\u5b8c\u6210\uff0c\u73b0\u5728\u8ba9\u6211\u4eec\u901a\u8fc7Kibana\u6765\u67e5\u770b\u5173\u952e\u8bcd\u3002<\/p>\n
                    \u9009\u62e9 index_pattern\u3002<\/h3>\n
                    \u9996\u5148\uff0c\u60a8\u9700\u8981\u4ece\u7ba1\u7406\u90e8\u95e8\u8bbe\u7f6e\u7d22\u5f15\u6a21\u5f0f\u3002
                    \n\u8fd9\u6b21\u6211\u4eec\u5c06\u8bbe\u7f6e\u5df2\u521b\u5efa\u7684\u7d22\u5f15google_search_history\u3002<\/p>\n
                    \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
                    \u7528\u6807\u7b7e\u4e91\u663e\u793a<\/h3>\n
                    \u6839\u636e2\u6708\u4efd\u7684\u641c\u7d22\u6b21\u6570\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u6807\u7b7e\u4e91\u6765\u663e\u793a\u641c\u7d22\u5173\u952e\u8bcd\u3002<\/p>\n
                    \u770b\u5230elixir\u7684\u641c\u7d22\u6b21\u6570\u76f8\u5f53\u591a\uff0c\u4e0d\u662f\u5417\uff1f
                    \nPS4\u7684\u641c\u7d22\u6b21\u6570\u5f88\u591a\uff0c\u6211\u60f3\u53ef\u80fd\u662f\u8003\u8651\u8d2d\u4e70\u7684\u4eba\u6bd4\u8f83\u591a\u3002\uff08\u90e8\u5206\u6211\u7559\u7ed9\u4f60\u731c\u6d4b\u3002\uff09<\/p>\n
                    \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
                    \u4ee5\u5706\u5f62\u56fe\u8868\u793a<\/h3>\n
                    \u6211\u4eec\u6765\u901a\u8fc7\u997c\u56fe\u67e5\u770b\u6574\u4f53\u6bd4\u4f8b\u3002
                    \n\u901a\u8fc7\u997c\u56fe\u53ef\u4ee5\u770b\u51fa\uff0cElixir\u7684\u641c\u7d22\u6b21\u6570\u660e\u663e\u8d85\u8fc7\u5176\u4ed6\u3002<\/p>\n
                    \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
                    \u663e\u793a\u641c\u7d22\u8d8b\u52bf\u7684\u65f6\u95f4\u5e8f\u5217\u3002<\/h3>\n
                    \u8ba9\u6211\u4eec\u770b\u770belixir\u5728\u8fc7\u53bb\u4e00\u5e74\u7684\u641c\u7d22\u8d8b\u52bf\u3002
                    \n\u4ece\u8d8b\u52bf\u6765\u770b\uff0c\u5728\u524d\u51e0\u4e2a\u6708\u76842\u6708\u548c3\u6708\uff0c\u641c\u7d22\u91cf\u6700\u96c6\u4e2d\u3002
                    \n\u6b63\u5982\u56fe\u8868\u6240\u793a\uff0c\u8fd9\u4e2a\u65f6\u671f\u5927\u5bb6\u5bf9elixir\u975e\u5e38\u72c2\u70ed\u3002<\/p>\n
                    \u7136\u800c\uff0c\u81ea\u90a3\u65f6\u8d77\u6211\u5c31\u4e0d\u518d\u53bb\u641c\u7d22\u662f\u5426\u6ee1\u8db3\u4e86\u3002<\/p>\n
                    .es(index='google_search_history', q='keyword:\"elixir\"', metric=\"count\", timefield='timestamp').color(green).label(elixir)\r\n<\/code><\/pre>\n
                    \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
                    \u5c55\u793a\u6bcf\u4e2a\u65f6\u671f\u7684\u4e2a\u4eba\u8d8b\u52bf\u3002<\/h3>\n
                    \u6700\u540e\uff0c\u6211\u4f1a\u5c1d\u8bd5\u5c06Elixir\u3001PHP\u548cJavaScript\u7684\u641c\u7d22\u8d8b\u52bf\u4e00\u8d77\u603b\u7ed3\u5e76\u663e\u793a\u51fa\u6765\u3002
                    \n\u6bcf\u79cd\u8bed\u8a00\u7684\u641c\u7d22\u65f6\u95f4\u90fd\u5404\u4e0d\u76f8\u540c\uff0c\u5c31\u50cf\u4e2a\u4eba\u7684\u8c37\u6b4c\u8d8b\u52bf\u641c\u7d22\u4e00\u6837\uff01<\/p>\n
                    \"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n
                    \u6700\u5f8c<\/h2>\n
                    \u5982\u679c\u5c06Google\u641c\u7d22\u5173\u952e\u8bcd\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u8fc7\u53bb\u5bf9\u4ec0\u4e48\u611f\u5174\u8da3\u4ee5\u53ca\u5174\u8da3\u7684\u53d8\u5316\u7b49\uff0c\u6240\u4ee5\u7ed3\u679c\u6bd4\u6211\u60f3\u8c61\u7684\u66f4\u4ee4\u4eba\u6ee1\u610f\u3002<\/p>\n
                    \u6570\u636e\u53ef\u89c6\u5316\u8ba9\u6211\u4eec\u80fd\u591f\u770b\u89c1\u770b\u4e0d\u89c1\u7684\u4e1c\u897f\uff0c\u975e\u5e38\u6709\u8da3\u5440\u3002<\/p>\n
                    \u8bf7\u67e5\u9605\u76f8\u5173\u8d44\u6599\u3002<\/h2>\n
                    \u30d6\u30e9\u30a6\u30b6\u306e\u95b2\u89a7\u5c65\u6b74\u3067\u4eba\u751f\u306e\u68da\u5378\u3057\uff08embulk + elasticsearch + kibana\u3067\u53ef\u8996\u5316\uff09 – Qiita<\/p>\n
                    Docker\u3092\u5229\u7528\u3057\u3066 Elasticsearch + Kibana \u306e\u74b0\u5883\u3092\u4f5c\u308b – Qiita<\/p>\n","protected":false},"excerpt":{"rendered":"
                    \u8fd9\u662fHamee Advent Calendar\u7684\u7b2c\u4e8c\u5929\u6587\u7ae0\u3002 \u6211\u8ba1\u5212\u5c06\u6211\u4eec\u901a\u5e38\u8f7b\u800c\u6613\u4e3e\u5730\u4f7f\u7528\u7684Google\u641c\u7d22 […]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41211","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684google\u641c\u7d22\u5173\u952e\u8bcd\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd\" \/>\n<meta property=\"og:description\" content=\"\u8fd9\u662fHamee Advent Calendar\u7684\u7b2c\u4e8c\u5929\u6587\u7ae0\u3002 \u6211\u8ba1\u5212\u5c06\u6211\u4eec\u901a\u5e38\u8f7b\u800c\u6613\u4e3e\u5730\u4f7f\u7528\u7684Google\u641c\u7d22 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684google\u641c\u7d22\u5173\u952e\u8bcd\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-29T07:53:15+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T15:47:38+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452837434c4406ca1a25\/53-0.png\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u9038, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/\",\"name\":\"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-11-29T07:53:15+00:00\",\"dateModified\":\"2024-04-28T15:47:38+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487\",\"name\":\"\u9038, \u79d1\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g\",\"caption\":\"\u9038, \u79d1\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/keyi\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd - Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684google\u641c\u7d22\u5173\u952e\u8bcd\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd","og_description":"\u8fd9\u662fHamee Advent Calendar\u7684\u7b2c\u4e8c\u5929\u6587\u7ae0\u3002 \u6211\u8ba1\u5212\u5c06\u6211\u4eec\u901a\u5e38\u8f7b\u800c\u6613\u4e3e\u5730\u4f7f\u7528\u7684Google\u641c\u7d22 […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684google\u641c\u7d22\u5173\u952e\u8bcd\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-11-29T07:53:15+00:00","article_modified_time":"2024-04-28T15:47:38+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d452837434c4406ca1a25\/53-0.png"}],"author":"\u9038, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u9038, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/","name":"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-11-29T07:53:15+00:00","dateModified":"2024-04-28T15:47:38+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4ee5\u53ef\u89c6\u5316\u65b9\u5f0f\u56de\u987e\u4e00\u5e74\u6765\u7684Google\u641c\u7d22\u5173\u952e\u8bcd"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487","name":"\u9038, \u79d1","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g","caption":"\u9038, \u79d1"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/keyi\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e5%8f%af%e8%a7%86%e5%8c%96%e6%96%b9%e5%bc%8f%e5%9b%9e%e9%a1%be%e4%b8%80%e5%b9%b4%e6%9d%a5%e7%9a%84google%e6%90%9c%e7%b4%a2%e5%85%b3%e9%94%ae%e8%af%8d%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41211","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=41211"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41211\/revisions"}],"predecessor-version":[{"id":66070,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/41211\/revisions\/66070"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=41211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=41211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=41211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}