{"id":41202,"date":"2023-08-10T09:44:22","date_gmt":"2023-08-27T05:45:07","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8rails%e5%92%8celasticsearch%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e5%b0%9d%e8%af%95%e5%90%84%e7%a7%8d%e6%b5%8b%e8%af%95-%e5%90%8c%e4%b9%89%e8%af%8d\/"},"modified":"2024-04-30T17:54:26","modified_gmt":"2024-04-30T09:54:26","slug":"%e5%9c%a8rails%e5%92%8celasticsearch%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e5%b0%9d%e8%af%95%e5%90%84%e7%a7%8d%e6%b5%8b%e8%af%95-%e5%90%8c%e4%b9%89%e8%af%8d","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8rails%e5%92%8celasticsearch%e4%b8%ad%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e5%b0%9d%e8%af%95%e5%90%84%e7%a7%8d%e6%b5%8b%e8%af%95-%e5%90%8c%e4%b9%89%e8%af%8d\/","title":{"rendered":"\u5728Rails\u548cElasticsearch\u4e2d\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u6d4b\u8bd5 &#8211; \u540c\u4e49\u8bcd\u7248"},"content":{"rendered":"<h2>\u9996\u5148<\/h2>\n<p>\u672c\u6587\u662f\u57fa\u4e8e\u4f7f\u7528elasticsearch-rails\u7684\u524d\u63d0\u6761\u4ef6\u7684\u6587\u7ae0\u3002<br \/>\n\u6587\u7ae0\u4e2d\u63d0\u5230\u7684\u793a\u4f8b\u548c\u73af\u5883\u662f\u57fa\u4e8eRails\u548cElasticsearch\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u7684-\u7b2c\u4e00\u90e8\u5206\uff1a\u57fa\u4e8e\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u7684\u521b\u5efa\u3002<\/p>\n<h2>\u6211\u60f3\u505a\u7684\u4e8b\u60c5 (W\u01d2 zu\u00f2 de<\/h2>\n<p>\u672c\u6b21\u6211\u4eec\u5c06\u4ecb\u7ecd\u540c\u4e49\u8bcd\u7684\u4f7f\u7528\u3002<br \/>\n\u901a\u8fc7\u767b\u8bb0\u540c\u4e49\u8bcd\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u4f8b\u5982\u8f93\u5165\u201c\u3072\u308d\u3042\u304b\u201d\u6765\u641c\u7d22\u201c\u30d2\u30fc\u30ed\u30fc\u30a2\u30ab\u30c7\u30df\u30a2\u201d\u7684\u529f\u80fd\u3002<\/p>\n<p>\u300c\u60aa\u9b54\u306e\u5b66\u5712\u300d<\/p>\n<h2>\u6ce8\u518c\u540c\u4e49\u8bcd\u7684\u65b9\u5f0f<\/h2>\n<p>\u5728Elasticsearch\u4e2d\uff0c\u6ce8\u518c\u540c\u4e49\u8bcd\u7684\u65b9\u6cd5\u5927\u81f4\u6709\u4e24\u79cd\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Synonym\u3092\u5b9a\u7fa9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u306b\u5b9a\u7fa9\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d5\u30a3\u30eb\u30bf\u30fc\u306b\u76f4\u63a5Synonym\u306e\u5b9a\u7fa9\u3092\u767b\u9332\u3059\u308b<\/ul>\n<p>\u6211\u5c06\u4f7f\u7528\u6837\u4f8b\u4ee3\u7801\u6765\u4ecb\u7ecd\u4f7f\u7528\u8fd9\u4e24\u79cd\u65b9\u6cd5\u8fdb\u884c\u6ce8\u518c\u7684\u65b9\u6cd5\u3002\u6211\u4f1a\u63d0\u4f9b\u4fee\u6b63\u524d\u7684\u4ee3\u7801\u3002<\/p>\n<h2>\u6ce8\u518cCustomAnalyzer<\/h2>\n<p>\u5728\u6ce8\u518cSynonym\u65f6\uff0c\u9700\u8981\u5728\u5206\u6790\u5668\uff08Analyzer\uff09\u4e2d\u6dfb\u52a0\u8fc7\u6ee4\u5668\uff08Filter\uff09\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u5b9a\u4e49\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684Analyzer\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u5185\u7f6e\u7684kuromoji\u5206\u6790\u5668\uff0c\u5e76\u4e14\u5728\u8be5\u5206\u6790\u5668\u4e2d\u6dfb\u52a0\u8fc7\u6ee4\u5668\u3002<br \/>\n\u9996\u5148\uff0c\u6211\u4eec\u4f1a\u5728\u7528\u4e8e\u641c\u7d22\u5904\u7406\u7684Concern\u4e2d\u5b9a\u4e49\u4e00\u4e2aAnalyzer\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">module<\/span> <span class=\"nn\">MangaSearchable<\/span>\r\n  <span class=\"kp\">extend<\/span> <span class=\"no\">ActiveSupport<\/span><span class=\"o\">::<\/span><span class=\"no\">Concern<\/span>\r\n\r\n  <span class=\"n\">included<\/span> <span class=\"k\">do<\/span>\r\n    <span class=\"kp\">include<\/span> <span class=\"no\">Elasticsearch<\/span><span class=\"o\">::<\/span><span class=\"no\">Model<\/span>\r\n\r\n    <span class=\"n\">index_name<\/span> <span class=\"s2\">\"es_manga_<\/span><span class=\"si\">#{<\/span><span class=\"no\">Rails<\/span><span class=\"p\">.<\/span><span class=\"nf\">env<\/span><span class=\"si\">}<\/span><span class=\"s2\">\"<\/span>\r\n\r\n<span class=\"o\">+<\/span>   <span class=\"n\">settings<\/span> <span class=\"ss\">analysis: <\/span><span class=\"nb\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">analyzer_settings<\/span> <span class=\"k\">do<\/span>  <span class=\"c1\"># \u8ffd\u52a0\u3057\u305fanalyzer_settings\u30e1\u30bd\u30c3\u30c9\u3067Analyzer\u3092\u767b\u9332\u3059\u308b<\/span>\r\n      <span class=\"n\">mappings<\/span> <span class=\"ss\">dynamic: <\/span><span class=\"s1\">'false'<\/span> <span class=\"k\">do<\/span>\r\n        <span class=\"n\">indexes<\/span> <span class=\"ss\">:id<\/span><span class=\"p\">,<\/span>                   <span class=\"ss\">type: <\/span><span class=\"s1\">'integer'<\/span>\r\n        <span class=\"n\">indexes<\/span> <span class=\"ss\">:publisher<\/span><span class=\"p\">,<\/span>            <span class=\"ss\">type: <\/span><span class=\"s1\">'keyword'<\/span>\r\n        <span class=\"n\">indexes<\/span> <span class=\"ss\">:author<\/span><span class=\"p\">,<\/span>               <span class=\"ss\">type: <\/span><span class=\"s1\">'keyword'<\/span>\r\n        <span class=\"n\">indexes<\/span> <span class=\"ss\">:category<\/span><span class=\"p\">,<\/span>             <span class=\"ss\">type: <\/span><span class=\"s1\">'text'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">analyzer: <\/span><span class=\"s1\">'kuromoji'<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"n\">indexes<\/span> <span class=\"ss\">:title<\/span><span class=\"p\">,<\/span>                <span class=\"ss\">type: <\/span><span class=\"s1\">'text'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">analyzer: <\/span><span class=\"s1\">'custom_kuromoji'<\/span> <span class=\"c1\"># \u8ffd\u52a0\u3057\u305fAnalyzer\u3092\u4f7f\u3046<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"n\">indexes<\/span> <span class=\"ss\">:description<\/span><span class=\"p\">,<\/span>          <span class=\"ss\">type: <\/span><span class=\"s1\">'text'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">analyzer: <\/span><span class=\"s1\">'custom_kuromoji'<\/span> <span class=\"c1\"># \u8ffd\u52a0\u3057\u305fAnalyzer\u3092\u4f7f\u3046<\/span>\r\n      <span class=\"k\">end<\/span>\r\n    <span class=\"k\">end<\/span>\r\n\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n\r\n  <span class=\"k\">end<\/span>\r\n\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n\r\n  <span class=\"n\">class_methods<\/span> <span class=\"k\">do<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n    <span class=\"c1\"># Synonym\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u305f\u3081\u306eAnalyzer\u3092\u5b9a\u7fa9\u3002\u4e2d\u8eab\u306f\u30d3\u30eb\u30c9\u30a4\u30f3\u306ekuromoji\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u307e\u3059<\/span>\r\n<span class=\"o\">+<\/span>   <span class=\"k\">def<\/span> <span class=\"nf\">analyzer_settings<\/span>\r\n<span class=\"o\">+<\/span>     <span class=\"p\">{<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"ss\">analyzer: <\/span><span class=\"p\">{<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"ss\">custom_kuromoji: <\/span><span class=\"p\">{<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">type: <\/span><span class=\"s1\">'custom'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">char_filter: <\/span><span class=\"p\">[],<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">tokenizer: <\/span><span class=\"s2\">\"kuromoji_tokenizer\"<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">filter: <\/span><span class=\"p\">[<\/span>\r\n<span class=\"o\">+<\/span>             <span class=\"s1\">'kuromoji_baseform'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_part_of_speech'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>             <span class=\"s1\">'cjk_width'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_stemmer'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'lowercase'<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"p\">]<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"p\">}<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"p\">},<\/span>\r\n<span class=\"o\">+<\/span>     <span class=\"p\">}<\/span>\r\n<span class=\"o\">+<\/span>   <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n<span class=\"k\">end<\/span>\r\n\r\n<\/code><\/pre>\n<h2>\u4f7f\u7528\u6587\u4ef6\u8fdb\u884c\u540c\u4e49\u8bcd\u7684\u6ce8\u518c<\/h2>\n<p>\u56e0\u4e3a\u5df2\u7ecf\u51c6\u5907\u597d\u4e86\uff0c\u6240\u4ee5\u4ece\u8fd9\u91cc\u5f00\u59cb\u8ba8\u8bbaSynonym\u3002\u9996\u5148\u6211\u4eec\u5c06\u8fdb\u884c\u57fa\u4e8e\u6587\u4ef6\u7684\u6ce8\u518c\u3002<\/p>\n<pre class=\"post-pre\"><code>\u3072\u308d\u3042\u304b,\u30d2\u30ed\u30a2\u30ab =&gt; \u30d2\u30fc\u30ed\u30fc\u30a2\u30ab\u30c7\u30df\u30a2\r\n\u3066\u3093\u3059\u3089,\u30c6\u30f3\u30b9\u30e9 =&gt; \u30b9\u30e9\u30a4\u30e0\r\n<\/code><\/pre>\n<p>\u8fd9\u6b21\u6211\u4eec\u4f7f\u7528\u201c=&gt;\u201d\u5c06\u5de6\u4fa7\u7684\u5355\u8bcd\u66ff\u6362\u4e3a\u53f3\u4fa7\u7684\u5355\u8bcd\u7684\u5199\u6cd5\uff0c\u4f46\u4e5f\u53ef\u4ee5\u50cf\u201c\u3072\u308d\u3042\u304b,\u30d2\u30ed\u30a2\u30ab,\u30d2\u30fc\u30ed\u30fc\u30a2\u30ab\u30c7\u30df\u30a2\u201d\u4e00\u6837\uff0c\u4f7f\u7528\u9017\u53f7\u5206\u9694\u8fdb\u884c\u5206\u7ec4\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u5f53\u6587\u4ef6\u521b\u5efa\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u4f1a\u5c06\u6587\u4ef6\u90e8\u7f72\u4ee5\u4fbfElasticsearch\u8fdb\u884c\u8bfb\u53d6\uff0c\u5e76\u5bf9\u4e4b\u524d\u7684\u5206\u6790\u5668\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n<h3>\u6587\u4ef6\u90e8\u7f72<\/h3>\n<p>\u5c06\u521a\u624d\u521b\u5efa\u7684\u6587\u4ef6\u590d\u5236\u5230\u5bb9\u5668\u5185\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker <span class=\"nb\">cp <\/span>files\/synonym.txt  elasticsearch_sample:\/usr\/share\/elasticsearch\/config\/synonym.txt\r\n<span class=\"c\"># \u30b3\u30d4\u30fc\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066Elasticsearch\u304b\u3089\u53c2\u7167\u3067\u304d\u308b\u3088\u3046\u306b\u30aa\u30fc\u30ca\u30fc\u3084\u30d1\u30fc\u30df\u30b7\u30e7\u30f3\u3092\u4fee\u6b63<\/span>\r\n<\/code><\/pre>\n<h3>\u4fee\u6b63\u4e86Analyzer\u3002<\/h3>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528\u5148\u524d\u90e8\u7f72\u7684synonym.txt\u6587\u4ef6\u6765\u5b9a\u4e49\u4e00\u4e2a\u540d\u4e3afilter(manga_synonym)\u7684\u8fc7\u6ee4\u5668\uff0c\u5e76\u5c06\u5176\u6dfb\u52a0\u5230Analyzer(custom_kuromoji)\u7684\u8fc7\u6ee4\u5668\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">module<\/span> <span class=\"nn\">MangaSearchable<\/span>\r\n\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">analyzer_settings<\/span>\r\n      <span class=\"p\">{<\/span>\r\n        <span class=\"ss\">analyzer: <\/span><span class=\"p\">{<\/span>\r\n          <span class=\"ss\">custom_kuromoji: <\/span><span class=\"p\">{<\/span>\r\n            <span class=\"ss\">type: <\/span><span class=\"s1\">'custom'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">char_filter: <\/span><span class=\"p\">[],<\/span>\r\n            <span class=\"ss\">tokenizer: <\/span><span class=\"s2\">\"kuromoji_tokenizer\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">filter: <\/span><span class=\"p\">[<\/span>\r\n<span class=\"o\">+<\/span>             <span class=\"s1\">'manga_synonym'<\/span><span class=\"p\">,<\/span> <span class=\"c1\"># \u8ffd\u52a0\u3057\u305ffilter\u3092\u5148\u982d\u306b\u8ffd\u52a0<\/span>\r\n              <span class=\"s1\">'kuromoji_baseform'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_part_of_speech'<\/span><span class=\"p\">,<\/span>\r\n              <span class=\"s1\">'cjk_width'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_stemmer'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'lowercase'<\/span>\r\n            <span class=\"p\">]<\/span>\r\n          <span class=\"p\">}<\/span>\r\n        <span class=\"p\">},<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"ss\">filter: <\/span><span class=\"p\">{<\/span> <span class=\"c1\"># synonym\u7528\u306efilter\u3092\u8ffd\u52a0<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"ss\">manga_synonym: <\/span><span class=\"p\">{<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">type: <\/span><span class=\"s1\">'synonym'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">synonyms_path: <\/span><span class=\"s1\">'synonym.txt'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"p\">}<\/span>\r\n<span class=\"o\">+<\/span>       <span class=\"p\">}<\/span>\r\n      <span class=\"p\">}<\/span>\r\n    <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u5b9a\u4e49\u5df2\u7ecf\u5b8c\u6210\uff0c\u6211\u4eec\u5c06\u91cd\u65b0\u521b\u5efa\u7d22\u5f15\u5e76\u91cd\u65b0\u63d2\u5165\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> rails_es_rails_1 \/bin\/bash\r\n\/app# bundle <span class=\"nb\">exec <\/span>rake elasticsearch:create_index\r\n\/app# bundle <span class=\"nb\">exec <\/span>rake elasticsearch:import_manga_all\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4ee5\u201c\u3072\u308d\u3042\u304b\u201d\u8fdb\u884c\u641c\u7d22\uff0c\u6211\u76f8\u4fe1\u4f1a\u5f97\u5230\u4e0e\u201c\u30d2\u30fc\u30ed\u30fc\u30a2\u30ab\u30c7\u30df\u30a2\u201d\u641c\u7d22\u7ed3\u679c\u76f8\u540c\u7684\u7ed3\u679c\u3002<\/p>\n<h2>\u76f4\u63a5\u5728\u8fc7\u6ee4\u5668\u4e2d\u5b9a\u4e49\u540c\u4e49\u8bcd<\/h2>\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u6765\u770b\u4e00\u4e0b\u76f4\u63a5\u5728\u8fc7\u6ee4\u5668\u4e2d\u5b9a\u4e49\u7684\u65b9\u6cd5\u3002<\/p>\n<h3>\u4fee\u6b63Analyzer<\/h3>\n<p>\u5728\u4e2d\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3afilter(manga_synonym_2)\u7684\u8fc7\u6ee4\u5668\uff0c\u5e76\u5728\u5176\u4e2d\u76f4\u63a5\u5b9a\u4e49\u4e86\u540c\u4e49\u8bcd\u3002\u5c06\u5b9a\u4e49\u7684\u8fc7\u6ee4\u5668\u6dfb\u52a0\u5230\u5206\u6790\u5668(custom_kuromoji)\u7684\u8fc7\u6ee4\u5668\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">module<\/span> <span class=\"nn\">MangaSearchable<\/span>\r\n\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n<span class=\"err\">\u3000\u3000\u30fb<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">analyzer_settings<\/span>\r\n      <span class=\"p\">{<\/span>\r\n        <span class=\"ss\">analyzer: <\/span><span class=\"p\">{<\/span>\r\n          <span class=\"ss\">custom_kuromoji: <\/span><span class=\"p\">{<\/span>\r\n            <span class=\"ss\">type: <\/span><span class=\"s1\">'custom'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">char_filter: <\/span><span class=\"p\">[],<\/span>\r\n            <span class=\"ss\">tokenizer: <\/span><span class=\"s2\">\"kuromoji_tokenizer\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">filter: <\/span><span class=\"p\">[<\/span>\r\n              <span class=\"s1\">'manga_synonym'<\/span><span class=\"p\">,<\/span> \r\n<span class=\"o\">+<\/span>             <span class=\"s1\">'manga_synonym_2'<\/span><span class=\"p\">,<\/span> <span class=\"c1\"># \u65b0\u305f\u306bfilter\u3092\u8ffd\u52a0<\/span>\r\n              <span class=\"s1\">'kuromoji_baseform'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_part_of_speech'<\/span><span class=\"p\">,<\/span>\r\n              <span class=\"s1\">'cjk_width'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'kuromoji_stemmer'<\/span><span class=\"p\">,<\/span> <span class=\"s1\">'lowercase'<\/span>\r\n            <span class=\"p\">]<\/span>\r\n          <span class=\"p\">}<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"ss\">filter: <\/span><span class=\"p\">{<\/span>\r\n          <span class=\"ss\">manga_synonym: <\/span><span class=\"p\">{<\/span>\r\n            <span class=\"ss\">type: <\/span><span class=\"s1\">'synonym'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">synonyms_path: <\/span><span class=\"s1\">'synonym.txt'<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"p\">},<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"ss\">manga_synonym_2: <\/span><span class=\"p\">{<\/span> <span class=\"c1\"># filter\u3092\u8ffd\u52a0<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">type: <\/span><span class=\"s1\">'synonym'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"ss\">synonyms: <\/span><span class=\"p\">[<\/span> <span class=\"c1\"># synonyms\u306b\u76f4\u63a5\u767b\u9332\u3057\u3066\u3044\u304f<\/span>\r\n<span class=\"o\">+<\/span>             <span class=\"s1\">'\u3059\u3089\u3060\u3093 =&gt; \u30b9\u30e9\u30e0\u30c0\u30f3\u30af'<\/span><span class=\"p\">,<\/span>\r\n<span class=\"o\">+<\/span>           <span class=\"p\">]<\/span>\r\n<span class=\"o\">+<\/span>         <span class=\"p\">},<\/span>\r\n        <span class=\"p\">}<\/span>\r\n      <span class=\"p\">}<\/span>\r\n    <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u5b9a\u4e49\u5df2\u5b8c\u6210\uff0c\u6211\u4eec\u9700\u8981\u91cd\u65b0\u521b\u5efa\u7d22\u5f15\u5e76\u91cd\u65b0\u63d2\u5165\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> rails_es_rails_1 \/bin\/bash\r\n\/app# bundle <span class=\"nb\">exec <\/span>rake elasticsearch:create_index\r\n\/app# bundle <span class=\"nb\">exec <\/span>rake elasticsearch:import_manga_all\r\n<\/code><\/pre>\n<p>\u6211\u8ba4\u4e3a\uff0c\u5982\u679c\u4f60\u5728\u7f51\u4e0a\u641c\u7d22\u201c\u3059\u3089\u3060\u3093\u201d\uff0c\u4f60\u5e94\u8be5\u4f1a\u5f97\u5230\u4e0e\u641c\u7d22\u201c\u30b9\u30e9\u30e0\u30c0\u30f3\u30af\u201d\u76f8\u540c\u7684\u7ed3\u679c\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u6211\u4ecb\u7ecd\u4e86\u4f7f\u7528elasticsearch-rails\u5728Rails\u4e2d\u4f7f\u7528\u540c\u4e49\u8bcd\u7684\u65b9\u6cd5\u3002\uff08\u8fd9\u6b21\u7684\u4fee\u6b63\u5185\u5bb9\uff09<br \/>\n\u65e0\u8bba\u54ea\u79cd\u65b9\u6cd5\u90fd\u76f8\u5bf9\u7b80\u5355\u4e14\u65b9\u4fbf\u3002\u6211\u8ba4\u4e3a\uff0c\u5728\u5355\u8bcd\u6570\u91cf\u589e\u52a0\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u7ef4\u62a4\u65b9\u6cd5\u7684\u6539\u8fdb\uff0c\u4f46\u4e3a\u4e86\u63d0\u9ad8\u641c\u7d22\u51c6\u786e\u6027\uff0c\u6211\u4eec\u5e94\u79ef\u6781\u4f7f\u7528\u3002<\/p>\n<h2>\u4ee5\u4e0b\u662f\u53c2\u8003\u7684\u6c49\u8bed\u7f16\u5199\u7248\u672c\uff1a<\/h2>\n<p>\u81ea\u5b9a\u4e49\u5206\u6790\u5668 | Elasticsearch\u53c2\u8003 [7.3] | Elastic<br \/>\n\u5904\u7406Amazon Elasticsearch\u670d\u52a1\u4e2d\u7684\u540c\u4e49\u8bcd\uff08Synonym\uff09 \uff5c DevelopersIO<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u672c\u6587\u662f\u57fa\u4e8e\u4f7f\u7528elasticsearch-rails\u7684\u524d\u63d0\u6761\u4ef6\u7684\u6587\u7ae0\u3002 \u6587\u7ae0\u4e2d\u63d0\u5230\u7684\u793a\u4f8b\u548c\u73af\u5883\u662f\u57fa\u4e8eRa [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41202","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>\u5728Rails\u548cElasticsearch\u4e2d\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u6d4b\u8bd5 - \u540c\u4e49\u8bcd\u7248 - 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\/\u5728rails\u548celasticsearch\u4e2d\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u6d4b\u8bd5-\u540c\u4e49\u8bcd\/\" 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