{"id":40655,"date":"2022-12-14T10:39:07","date_gmt":"2023-02-12T00:53:30","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%85%a5%e9%97%a8%e3%80%91%e4%bb%a5%e7%b2%97%e7%95%a5%e7%9a%84%e6%96%b9%e5%bc%8f%e8%a7%a3%e6%9e%90elasticsearch-1-%e6%a6%82%e8%bf%b0%e7%af%87\/"},"modified":"2024-04-29T05:13:49","modified_gmt":"2024-04-28T21:13:49","slug":"%e3%80%90%e5%85%a5%e9%97%a8%e3%80%91%e4%bb%a5%e7%b2%97%e7%95%a5%e7%9a%84%e6%96%b9%e5%bc%8f%e8%a7%a3%e6%9e%90elasticsearch-1-%e6%a6%82%e8%bf%b0%e7%af%87","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%90%e5%85%a5%e9%97%a8%e3%80%91%e4%bb%a5%e7%b2%97%e7%95%a5%e7%9a%84%e6%96%b9%e5%bc%8f%e8%a7%a3%e6%9e%90elasticsearch-1-%e6%a6%82%e8%bf%b0%e7%af%87\/","title":{"rendered":"\u3010\u5165\u95e8\u3011\u4ee5\u7c97\u7565\u7684\u65b9\u5f0f\u89e3\u6790Elasticsearch #1 &#8211; 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\/>\n\u4e8e\u662f\u6211\u8fdb\u884c\u4e86\u4e00\u4e9b\u8c03\u67e5\uff0c\u53d1\u73b0Elasticsearch\u4f3c\u4e4e\u662f\u4e00\u4e2a\u5168\u6587\u641c\u7d22\u5f15\u64ce\u3002<\/p>\n<h2>\u5168\u6587\u641c\u7d22\u662f\u6307\u901a\u8fc7\u5173\u952e\u8bcd\u7b49\u65b9\u5f0f\u5728\u6574\u4e2a\u6587\u672c\u4e2d\u8fdb\u884c\u641c\u7d22\u3002<\/h2>\n<p>\u5168\u6587\u641c\u7d22\u662f\u6307\u4ece\u591a\u4e2a\u6587\u4ef6\u4e2d\u641c\u7d22\u7279\u5b9a\u5b57\u7b26\u4e32\u7684\u8fc7\u7a0b\uff0c\u6709grep\u578b\u548c\u7d22\u5f15\u578b\u4e24\u79cd\u7c7b\u578b\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u5f88\u591a\u4eba\u5bf9grep\u7c7b\u578b\u90fd\u5f88\u719f\u6089\uff0c\u662f\u7684\uff0cLinux\u7684grep\u547d\u4ee4\u5c31\u662f\u4ee3\u8868\u4f8b\u3002<br \/>\ngrep\u7c7b\u578b\u901a\u8fc7\u9010\u4e2a\u626b\u63cf\u591a\u4e2a\u6587\u672c\u6587\u4ef6\u6765\u67e5\u627e\u76ee\u6807\u5b57\u7b26\u4e32\u3002<br \/>\n\u7136\u800c\uff0c\u7531\u4e8e\u9700\u8981\u9010\u4e2a\u626b\u63cf\u6587\u4ef6\uff0c\u968f\u7740\u641c\u7d22\u76ee\u6807\u7684\u589e\u52a0\uff0c\u641c\u7d22\u901f\u5ea6\u4f1a\u9010\u6e10\u964d\u4f4e\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u51fa\u73b0\u7684\u662f\u7d22\u5f15\u7c7b\u578b\uff0cElasticsearch\u4e5f\u5c5e\u4e8e\u8fd9\u79cd\u7d22\u5f15\u7c7b\u578b\u3002<br \/>\n\u7d22\u5f15\u7c7b\u578b\u4f1a\u4e8b\u5148\u626b\u63cf\u8981\u68c0\u7d22\u7684\u6587\u6863\u96c6\u5408\uff0c\u51c6\u5907\u5012\u6392\u7d22\u5f15\u6570\u636e\uff0c<br \/>\n\u901a\u8fc7\u8bbf\u95ee\u8be5\u6570\u636e\u6765\u5b9e\u73b0\u5feb\u901f\u641c\u7d22\u3002<\/p>\n<h2>\u8ee2\u7f6e\u7d22\u5f15\u5373\u4e3a\u4e00\u79cd\u7d22\u5f15\u7ed3\u6784\u3002<\/h2>\n<p>\u8f6c\u7f6e\u7d22\u5f15\u662f\u6307\u8868\u793a\u67d0\u4e2a\u5b57\u7b26\u4e32\u5728\u4f5c\u4e3a\u641c\u7d22\u76ee\u6807\u7684\u6587\u6863\u7ec4\u4e2d\u7684\u54ea\u4e2a\u4f4d\u7f6e\u5b58\u5728\u7684\u7d22\u5f15\u7ed3\u6784\u3002<br \/>\n\u53ef\u4ee5\u5c06\u5b57\u5178\u7d22\u5f15\u4f5c\u4e3a\u4e00\u4e2a\u6613\u4e8e\u7406\u89e3\u7684\u4f8b\u5b50\u3002<br \/>\n\u5b57\u5178\u7d22\u5f15\u4e0a\u5217\u6709\u6bcf\u4e2a\u5355\u8bcd\u6240\u5728\u7684\u9875\u7801\uff0c\u6211\u4eec\u53ef\u4ee5\u67e5\u627e\u76ee\u6807\u5355\u8bcd\u5728\u54ea\u4e00\u9875\u4e0a\uff0c\u800c\u65e0\u9700\u9010\u9875\u67e5\u770b\u539a\u539a\u7684\u9875\u7801\u3002\u8fd9\u5c31\u662f\u5728\u4e66\u7c4d\u4e2d\u7684\u8f6c\u7f6e\u7d22\u5f15\u3002<\/p>\n<p>\u56e0\u4e3a\u4ec5\u4ec5\u901a\u8fc7\u8bcd\u5178\u7684\u4f8b\u5b50\u5f88\u96be\u5177\u4f53\u5730\u7406\u89e3\uff0c\u6240\u4ee5\u6211\u5c06\u5c55\u793a\u5b9e\u9645\u5728Elasticsearch\u4e2d\u521b\u5efa\u7684\u7d22\u5f15\u7684\u56fe\u50cf\u3002<\/p>\n<p>\u5047\u8bbe\u6709\u4e00\u4e2a\u4f7f\u7528Elasticsearch\u7684SNS\u5e94\u7528\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u6b64\u5e94\u7528\u4e2d\u53d1\u5e03\u4e24\u7bc7\u6587\u6863Doc1\u548cDoc2\u3002<\/p>\n<p>\u6587\u68631\uff1a\u201c\u4eca\u5929\u7684\u8db3\u7403\u6bd4\u8d5b\u662f\u65e5\u672c\u5bf9\u5df4\u897f\uff0c\u4e00\u5b9a\u8981\u770b\u3002\u201d<\/p>\n<p>\u6587\u68632\uff1a\u201c\u4eca\u5e74\u7684\u5df4\u897f\u4ee3\u8868\u8e22\u5f97\u5f88\u6709\u8da3\uff0c\u6211\u89c9\u5f97\u3002\u201d<\/p>\n<p>\u5f53\u5c06\u5b83\u4eec\u4fdd\u5b58\u5728 Elasticsearch \u4e2d\u65f6\uff0c\u5c06\u6839\u636e\u5b57\u7b26\u5206\u5272\u89c4\u5219\uff08\u4e3a\u7b80\u5316\u8bf4\u660e\u800c\u7701\u7565\u7684\u91cd\u8981\u7ec6\u8282\uff09\u521b\u5efa\u4ee5\u4e0b\u7d22\u5f15\u3002<\/p>\n<pre class=\"post-pre\"><code>\"\u4eca\u65e5\": Doc1\r\n\"\u30b5\u30c3\u30ab\u30fc\": Doc1, Doc2\r\n\"\u8a66\u5408\": Doc1\r\n\"\u65e5\u672c\": Doc1\r\n\"\u30d6\u30e9\u30b8\u30eb\": Doc1, Doc2\r\n\"\u7d76\u5bfe\": Doc1\r\n\"\u898b\u308b\": Doc1\r\n\"\u4eca\u5e74\": Doc2\r\n\"\u4ee3\u8868\": Doc2\r\n\"\u9762\u767d\u3044\": Doc2\r\n\"\u601d\u3046\": Doc2\r\n\u203b\u5b9f\u969b\u306f\u6587\u5b57\u5217\u304c\u6587\u66f8\u4e2d\u306e\u3069\u306e\u4f4d\u7f6e\u306b\u3042\u308b\u304b\u306a\u3069\u306e\u60c5\u5831\u3082\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u8fd9\u4e2a\u5012\u6392\u7d22\u5f15\uff0c\u5f53\u6211\u4eec\u5728SNS\u5e94\u7528\u4e2d\u641c\u7d22&#8221;\u5df4\u897f&#8221;\u65f6\uff0c\u5c06\u4f1a\u547d\u4e2dDoc1\u548cDoc2\uff1b<br \/>\n\u800c\u641c\u7d22&#8221;\u65e5\u672c&#8221;\u65f6\uff0c\u53ea\u6709Doc1\u4f1a\u88ab\u547d\u4e2d\u3002<\/p>\n<h2>Elasticsearch\u7684\u5e94\u7528<\/h2>\n<p>\u6211\u4ece\u5b98\u65b9\u7f51\u7ad9\u5f15\u7528\u4e86Elasticsearch\u662f\u4e00\u4e2a\u4f7f\u7528\u5012\u6392\u7d22\u5f15\u7684\u641c\u7d22\u5f15\u64ce\u7684\u7b80\u5355\u63cf\u8ff0\uff0c\u4ee5\u5177\u4f53\u8bf4\u660e\u5b83\u5728\u4ec0\u4e48\u6837\u7684\u5e94\u7528\u4e2d\u88ab\u4f7f\u7528\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a2\u30d7\u30ea\u691c\u7d22<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Web\u30b5\u30a4\u30c8\u691c\u7d22<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b5\u30fc\u30c1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ed\u30ae\u30f3\u30b0\u3068\u30ed\u30b0\u5206\u6790<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30d5\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u3068\u30b3\u30f3\u30c6\u30ca\u30fc\u76e3\u8996<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\uff08APM\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u6790<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d3\u30b8\u30cd\u30b9\u5206\u6790<\/ul>\n<p>\u5728\u6211\u53c2\u4e0e\u7684\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u5c06\u5176\u4f5c\u4e3a\u5e94\u7528\u7a0b\u5e8f\u641c\u7d22\u6765\u5229\u7528\u3002\u4f60\u53ef\u4ee5\u5c06\u5176\u60f3\u8c61\u6210\u7c7b\u4f3cTwitter\u7684\u670d\u52a1\uff0c\u53ef\u4ee5\u7528\u6765\u641c\u7d22\u5176\u4ed6\u4eba\u7684\u5e16\u5b50\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u7ecf\u5e38\u5728\u7f51\u7edc\u4e0a\u770b\u5230\u4e0eLogstash\u548cKibana\u7ed3\u5408\u4f7f\u7528\u6765\u6784\u5efa\u65e5\u5fd7\u5206\u6790\u57fa\u7840\u8bbe\u65bd\u7684\u4f7f\u7528\u793a\u4f8b\u3002\u5c3d\u7ba1\u6709\u8bb8\u591a\u7528\u9014\uff0c\u4f46\u4e3b\u8981\u9002\u7528\u4e8e\u5feb\u901f\u641c\u7d22\u5927\u91cf\u6570\u636e\u7684\u60c5\u51b5\u3002<\/p>\n<h2>\u9996\u5148\u8bd5\u8bd5\u89e6\u6478\u4e00\u4e0b<\/h2>\n<p>\u65e0\u8bba\u5982\u4f55\uff0c\u5b9e\u9645\u89e6\u6478\u662f\u6700\u597d\u7684\u7406\u89e3\u65b9\u6cd5\u3002<br \/>\n\u8bbe\u7f6e\u4f7f\u7528Docker\u3002\u6309\u7167\u5b98\u65b9\u53c2\u8003\u624b\u518c\u7684\u8bf4\u660e\uff0c\u62c9\u53d6Docker\u955c\u50cf\u540e\uff0c\u8bf7\u4f7f\u7528\u5355\u8282\u70b9\u8bbe\u7f6eElasticsearch\u3002\u5982\u679c\u53ea\u662f\u9a8c\u8bc1\u57fa\u672c\u64cd\u4f5c\uff0c\u8fd9\u5c31\u8db3\u591f\u4e86\u3002<br \/>\n\u7136\u540e\uff0c\u6211\u4eec\u5c06\u542f\u52a8Kibana\u53ef\u89c6\u5316\u5de5\u5177\u7684Docker\u3002<br \/>\n\u4e00\u65e6\u53ef\u4ee5\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95eeKibana\uff0c\u51c6\u5907\u5de5\u4f5c\u5c31\u5b8c\u6210\u4e86\u3002<\/p>\n<p>\u767b\u5f55 Kibana \u540e\uff0c\u9996\u5148\u6253\u5f00 Dev Tools\u3002<br \/>\nDev Tools \u4f4d\u4e8e\u63a7\u5236\u53f0\u5de6\u4e0a\u89d2\u7684\u6c49\u5821\u83dc\u5355\u2192\u7ba1\u7406\u90e8\u5206\u4e2d\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u4f5c\u4e3a\u57fa\u672c\u64cd\u4f5c\uff0c\u6211\u4eec\u9700\u8981\u521b\u5efa\u548c\u641c\u7d22\u6570\u636e\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d425437434c4406c98e0e\/22-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2023-03-04 20.45.49.png\" \/><\/div>\n<pre class=\"post-pre\"><code>POST sample\/_doc\r\n{\r\n  \"user_name\": \"tanaka_taro123\",\r\n  \"user_id\": 1,\r\n  \"crated_at\": \"2023-03-01T10:04:40.241\",\r\n  \"tweet\": \"\u4eca\u65e5\u89b3\u305f\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\u306e\u6620\u753b\u306f\u4eca\u307e\u3067\u306b\u89b3\u305f\u3069\u306e\u6620\u753b\u3088\u308a\u3082\u611f\u52d5\u3057\u305f\u306a\u3041\",\r\n  \"likes\": [\r\n    {\r\n      \"likedBy\": 2,\r\n      \"likedAt\": \"2023-03-04T12:03:10.109\"\r\n    },\r\n    {\r\n      \"likedBy\": 3,\r\n      \"likedAt\": \"2023-03-04T12:06:15.111\"\r\n    }\r\n  ]\r\n}\r\n<\/code><\/pre>\n<p>\u53ea\u8981\u5728Dev Tools\u7684\u53f3\u4fa7\u663e\u793a\u51fa\u4e0b\u9762\u8fd9\u6837\u7684\u6267\u884c\u7ed3\u679c\uff0c\u5904\u7406\u5c31\u6210\u529f\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n  \"_index\": \"sample\",\r\n  \"_id\": \"2bHPrIYBMaUGLwUHbxju\",\r\n  \"_version\": 1,\r\n  \"result\": \"created\",\r\n  \"_shards\": {\r\n    \"total\": 2,\r\n    \"successful\": 1,\r\n    \"failed\": 0\r\n  },\r\n  \"_seq_no\": 1,\r\n  \"_primary_term\": 1\r\n}\r\n<\/code><\/pre>\n<p>\u73b0\u5728\u7684\u64cd\u4f5c\u5df2\u7ecf\u6210\u529f\u5c06\u6570\u636e\u4e00\u6b21\u6027\u6ce8\u518c\u5230Elasticsearch\u4e2d\u3002<br \/>\n\u73b0\u5728\uff0c\u6211\u4eec\u5c06\u7b80\u5355\u89e3\u91ca\u521a\u521a\u8fdb\u884c\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u9996\u5148\uff0c\u663e\u773c\u7684\u662f\u7b2c\u4e00\u884c\u7684 &#8220;POST sample\/_doc&#8221;\u3002<br \/>\nElasticsearch\u662f\u4e00\u4e2aRESTful\u5f15\u64ce\uff0c\u9700\u8981\u6307\u5b9aHTTP\u65b9\u6cd5\u548c\u8bf7\u6c42URI\uff0c\u5e76\u6839\u636e\u9700\u8981\u4f7f\u7528JSON\u4f20\u9012\u6570\u636e\u3002<br \/>\n\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u4f7f\u7528POST\u65b9\u6cd5\u8bf7\u6c42\u5728sample\u7d22\u5f15\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a&#8221;\u6587\u6863&#8221;\u7684\u6570\u636e\u3002<\/p>\n<p>\u6587\u4ef6\u53ef\u4ee5\u770b\u4f5c\u5173\u7cfb\u6570\u636e\u5e93\u4e2d\u7684\u8bb0\u5f55\u3002<br \/>\n\u6587\u4ef6\u80fd\u591f\u5b58\u50a8\u5b57\u7b26\u4e32\u3001\u6570\u5b57\u3001\u5e03\u5c14\u503c\u548c\u65e5\u671f\u7b49\u9879\u76ee\uff0c\u8fd8\u53ef\u4ee5\u5b58\u50a8\u6570\u7ec4\u548c\u5bf9\u8c61\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u662f\u5173\u4e8e&#8221;\u6837\u672c\u7d22\u5f15&#8221;\u7684\u5185\u5bb9\u3002<br \/>\n\u8fd9\u91cc\u6240\u8bf4\u7684\u7d22\u5f15\u4e0d\u662f\u6307\u524d\u9762\u63d0\u5230\u7684\u5012\u6392\u7d22\u5f15\u672c\u8eab&#8230;\u800c\u662f\u6307\u6587\u6863\u96c6\u5408\u3002\u53ef\u4ee5\u5c06\u5176\u60f3\u8c61\u6210RDB\u4e2d\u7684\u8868\u683c\uff0c\u8fd9\u6837\u66f4\u5bb9\u6613\u7406\u89e3\u3002<br \/>\n\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u5012\u6392\u7d22\u5f15\u662f\u9488\u5bf9\u6bcf\u4e2a\u6587\u6863\u7684\u5b57\u7b26\u4e32\u5b57\u6bb5\uff08\u9664\u4e86\u4e00\u4e9b\u7279\u6b8a\u7c7b\u578b\uff09\u521b\u5efa\u7684\u3002<br \/>\n\u7d22\u5f15\u53ef\u4ee5\u8fdb\u884c\u5b57\u6bb5\u5b9a\u4e49\u548c\u5176\u4ed6\u5404\u79cd\u8bbe\u7f6e\u3002<br \/>\n\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u5bf9\u4e8eRDB\u6765\u8bf4\uff0c\u9700\u8981\u5148\u521b\u5efa\u8868\u683c\u7136\u540e\u518d\u8fdb\u884c\u63d2\u5165\u64cd\u4f5c\uff0c\u800cElasticsearch\u4f1a\u5728\u521b\u5efa\u6587\u6863\u65f6\u81ea\u52a8\u521b\u5efa\u7d22\u5f15\u548c\u5b57\u6bb5\u5b9a\u4e49\uff08\u9664\u4e86\u5b57\u6bb5\u5b9a\u4e49\uff0c\u901a\u5e38\u8fd8\u4f1a\u6709\u5176\u4ed6\u8bbe\u7f6e\u9700\u6c42\uff0c\u6240\u4ee5\u5927\u90e8\u5206\u60c5\u51b5\u4e0b\u90fd\u4f1a\u4e8b\u5148\u5b9a\u4e49\u597d\uff09\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u5c06\u5bf9\u521a\u521a\u521b\u5efa\u7684\u6570\u636e\u8fdb\u884c\u641c\u7d22\u3002<br \/>\n\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u590d\u5236\u5230 Dev Tools \u4e2d\u5e76\u6267\u884c\u3002<br \/>\n\u4f7f\u7528 GET \u65b9\u6cd5\u5c06\u641c\u7d22\u67e5\u8be2\u53d1\u9001\u5230 sample \u7d22\u5f15\u3002<\/p>\n<pre class=\"post-pre\"><code>GET sample\/_search\r\n{\r\n  \"query\": {\r\n    \"match\": {\r\n      \"tweet\": {\r\n        \"query\": \"\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\u306f\u9762\u767d\u3044\"\r\n      }\r\n    }\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u5c3d\u7ba1\u5e76\u4e0d\u5b8c\u5168\u4e00\u81f4\uff0c\u4f46\u521a\u624d\u521b\u5efa\u7684\u6587\u4ef6\u5374\u80fd\u627e\u5230\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n  \"took\": 1,\r\n  \"timed_out\": false,\r\n  \"_shards\": {\r\n    \"total\": 1,\r\n    \"successful\": 1,\r\n    \"skipped\": 0,\r\n    \"failed\": 0\r\n  },\r\n  \"hits\": {\r\n    \"total\": {\r\n      \"value\": 1,\r\n      \"relation\": \"eq\"\r\n    },\r\n    \"max_score\": 0.5753642,\r\n    \"hits\": [\r\n      {\r\n        \"_index\": \"sample\",\r\n        \"_id\": \"2LHCrIYBMaUGLwUHnxhP\",\r\n        \"_score\": 0.5753642,\r\n        \"_source\": {\r\n          \"user_name\": \"tanaka_taro123\",\r\n          \"user_id\": 1,\r\n          \"crated_at\": \"2023-03-01T10:04:40.241\",\r\n          \"tweet\": \"\u4eca\u65e5\u89b3\u305f\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\u306e\u6620\u753b\u306f\u4eca\u307e\u3067\u306b\u89b3\u305f\u3069\u306e\u6620\u753b\u3088\u308a\u3082\u611f\u52d5\u3057\u305f\u306a\u3041\",\r\n          \"likes\": [\r\n            {\r\n              \"likedBy\": 2,\r\n              \"likedAt\": \"2023-03-04T12:03:10.109\"\r\n            },\r\n            {\r\n              \"likedBy\": 3,\r\n              \"likedAt\": \"2023-03-04T12:06:15.111\"\r\n            }\r\n          ]\r\n        }\r\n      }\r\n    ]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u641c\u7d22\u67e5\u8be2\u4e2d\u6709\u5404\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u67e5\u8be2\uff0c\u8fd9\u91cc\u4f7f\u7528\u4e86\u79f0\u4e3amatch\u67e5\u8be2\u7684\u67e5\u8be2\u3002<br \/>\n\u4f7f\u7528match\u67e5\u8be2\uff0c\u6211\u4eec\u5bf9\u641c\u7d22\u5173\u952e\u8bcd\u8fdb\u884c\u8bcd\u6cd5\u5206\u6790\u540e\u8fdb\u884c\u641c\u7d22\u3002<br \/>\n\u6211\u4eec\u5c06\u786e\u8ba4\u5728\u5b9e\u9645\u641c\u7d22\u4e4b\u524d\u8fdb\u884c\u4e86\u54ea\u4e9b\u5206\u6790\u3002<\/p>\n<p>\u5728Elasticsearch\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u53eb\u505aAnalyzer\u7684\u529f\u80fd\u6765\u5904\u7406\u9700\u8981\u8fdb\u884c\u8bcd\u6cd5\u5206\u6790\u7684\u573a\u666f\u3002<br \/>\n\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u8bf7\u6c42\u6307\u5b9aAnalyzer\uff0c\u5e76\u6a21\u62df\u89e3\u6790\u641c\u7d22\u8bcd\u3002<br \/>\n\u5f53\u524d\u5c1a\u672a\u5bf9Analyzer\u8fdb\u884c\u7279\u522b\u8bbe\u7f6e\uff0c\u9ed8\u8ba4\u4e3a\u6807\u51c6\u5206\u6790\u5668\uff08standard analyzer\uff09\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u5b83\u8fdb\u884c\u6307\u5b9a\u3002<\/p>\n<pre class=\"post-pre\"><code>POST sample\/_analyze\r\n{\r\n  \"analyzer\": \"standard\",\r\n  \"text\": \"\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\u306f\u9762\u767d\u3044\"\r\n}\r\n<\/code><\/pre>\n<p>\u6211\u6536\u5230\u4e86\u4ee5\u4e0b\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n  \"tokens\": [\r\n    {\r\n      \"token\": \"\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\",\r\n      \"start_offset\": 0,\r\n      \"end_offset\": 6,\r\n      \"type\": \"&lt;KATAKANA&gt;\",\r\n      \"position\": 0\r\n    },\r\n    {\r\n      \"token\": \"\u306f\",\r\n      \"start_offset\": 6,\r\n      \"end_offset\": 7,\r\n      \"type\": \"&lt;HIRAGANA&gt;\",\r\n      \"position\": 1\r\n    },\r\n    {\r\n      \"token\": \"\u9762\",\r\n      \"start_offset\": 7,\r\n      \"end_offset\": 8,\r\n      \"type\": \"&lt;IDEOGRAPHIC&gt;\",\r\n      \"position\": 2\r\n    },\r\n    {\r\n      \"token\": \"\u767d\",\r\n      \"start_offset\": 8,\r\n      \"end_offset\": 9,\r\n      \"type\": \"&lt;IDEOGRAPHIC&gt;\",\r\n      \"position\": 3\r\n    },\r\n    {\r\n      \"token\": \"\u3044\",\r\n      \"start_offset\": 9,\r\n      \"end_offset\": 10,\r\n      \"type\": \"&lt;HIRAGANA&gt;\",\r\n      \"position\": 4\r\n    }\r\n  ]\r\n}\r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u89c2\u5bdf\u6211\u4eec\u53ef\u4ee5\u77e5\u9053\uff0c\u6807\u51c6\u5206\u6790\u5668\u6210\u529f\u5730\u4ece\u4e13\u6709\u540d\u8bcd\u201cSlam Dunk\u201d\u4e2d\u63d0\u53d6\u5e76\u521b\u5efa\u4e86\u5012\u6392\u7d22\u5f15\u3002<br \/>\n\u56e0\u4e3a\u5728\u6587\u6863\u521b\u5efa\u65f6\uff0c\u5bf9\u4e8e\u63a8\u6587\u9879\u76ee\u7684\u503c\u4e5f\u662f\u901a\u8fc7\u6807\u51c6\u5206\u6790\u5668\u521b\u5efa\u4e86\u5012\u6392\u7d22\u5f15\uff0c\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u8bf4\u901a\u8fc7\u201cSlam Dunk\u201d\u8fd9\u4e2a\u5173\u952e\u8bcd\u8fdb\u884c\u641c\u7d22\u65f6\u80fd\u591f\u547d\u4e2d\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u6709\u591a\u79cd\u641c\u7d22\u67e5\u8be2\u53ef\u4ee5\u9009\u62e9\uff0c\u4f8b\u5982\u5b8c\u5168\u5339\u914d\u641c\u7d22\u3001\u4f7f\u7528AND\u548cOR\u7ec4\u5408\u591a\u4e2a\u67e5\u8be2\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528\u7c7b\u4f3c\u4e8eJava\u7684painless\u811a\u672c\u6765\u5b9a\u4e49\u641c\u7d22\u6761\u4ef6\u7b49\u7b49\u3002\u7531\u4e8e\u5b58\u5728\u8fd9\u4e48\u591a\u4e0d\u540c\u7684\u641c\u7d22\u67e5\u8be2\u9009\u9879\uff0c\u6211\u4eec\u6253\u7b97\u5c06\u5b83\u4eec\u4e00\u5e76\u6574\u7406\u8d77\u6765\u3002<\/p>\n<p>\u6211\u5e0c\u671b\u901a\u8fc7\u4e0b\u9762\u7684\u603b\u7ed3\uff0c\u8ba9\u5927\u5bb6\u5bf9Elasticsearch\u6709\u4e00\u4e2a\u5927\u81f4\u7684\u4e86\u89e3\u3002\u4ee5\u540e\u7684\u7bc7\u7ae0\u4e2d\uff0c\u6211\u4f1a\u4e00\u4e00\u5bf9\u66f4\u8be6\u7ec6\u7684\u529f\u80fd\u8fdb\u884c\u91cd\u70b9\u8bb2\u89e3\u3002<\/p>\n<h2>\u88dc\u5145\uff1a\u95dc\u65bcOpenSearch<\/h2>\n<p>\u5f53\u4f60\u5728\u641c\u7d22\u6709\u5173Elasticsearch\u7684\u4fe1\u606f\u65f6\uff0c\u4e5f\u8bb8\u4f1a\u770b\u5230\u4e00\u4e2a\u53eb\u505aOpenSearch\u7684\u5168\u6587\u641c\u7d22\u5f15\u64ce\u3002<br \/>\nOpenSearch\u662fElasticsearch\u7684\u5144\u5f1f\u9879\u76ee\uff0c\u4e5f\u662f\u4e00\u4e2a\u5168\u6587\u641c\u7d22\u5f15\u64ce\u3002<br \/>\nElasticsearch\u6700\u521d\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u5728AWS\u4e5f\u63d0\u4f9b\u4e86Elasticsearch\u7684\u5168\u6258\u7ba1\u670d\u52a1\uff0c\u4f46\u57282021\u5e742\u6708\u7684\u8bb8\u53ef\u66f4\u65b0\u540e\uff0cElasticsearch\u4e0d\u518d\u662f\u5f00\u6e90\u8f6f\u4ef6\u3002<br \/>\n\u7b80\u5355\u6765\u8bf4\uff0c\u5f00\u53d1Elasticsearch\u7684Elastic\u516c\u53f8\u5bf9\u4e8e\u5229\u7528\u8be5OSS\u9879\u76ee\u8d5a\u94b1\u7684\u4e9a\u9a6c\u900a\u5e76\u4e0d\u6ee1\u610f\u3002<br \/>\n\u56e0\u6b64\uff0c\u4e9a\u9a6c\u900a\u5bf9Elasticsearch\u8fdb\u884c\u4e86\u5206\u53c9\uff0c\u5e76\u5c06\u5176\u4f5c\u4e3a\u4e00\u9879\u5f00\u6e90\u8f6f\u4ef6\u8fdb\u884c\u5f00\u53d1\uff0c\u540c\u65f6\u5c06\u670d\u52a1\u540d\u79f0\u66f4\u6539\u4e3aAmazon OpenSearch Service\u3002<br \/>\n\u57fa\u4e8e\u8fd9\u6837\u7684\u80cc\u666f\uff0cElasticsearch\u548cOpenSearch\u5728\u529f\u80fd\u4e0a\u6709\u5f88\u591a\u76f8\u4f3c\u4e4b\u5904\uff0c<br \/>\n\u6240\u4ee5OpenSearch\u7528\u6237\u53ef\u4ee5\u53c2\u8003Elasticsearch\u7684\u6587\u6863\uff08\u7531\u4e8e\u5386\u53f2\u60a0\u4e45\uff0cElasticsearch\u7684\u6587\u6863\u66f4\u52a0\u5168\u9762\uff09\u3002<\/p>\n<h2>\u53c2\u8003\u7db2\u7ad9<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/elasticsearch-intro.html<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/hub.docker.com\/_\/elasticsearch<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">https:\/\/gihyo.jp\/dev\/serial\/01\/search-engine\/0003<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7531\u4e8e\u53c2\u4e0e\u4e86\u9879\u76ee\u6d89\u53caElasticsearch\u7684\u5de5\u4f5c\uff0c\u6211\u51b3\u5b9a\u5c06\u5b66\u4e60\u7684\u5185\u5bb9\u6574\u7406\u6210\u5907\u5fd8\u5f55\u3002 \u5728\u4e0d\u65ad\u8bd5\u9519\u7684\u8fc7\u7a0b\u4e2d\u5b66\u4e60\uff0c [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40655","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u5165\u95e8\u3011\u4ee5\u7c97\u7565\u7684\u65b9\u5f0f\u89e3\u6790Elasticsearch #1 - \u6982\u8ff0\u7bc7 - Blog - 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