{"id":41080,"date":"2023-02-18T09:13:38","date_gmt":"2022-12-17T07:43:23","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%ae%89%e8%a3%85elasticsearch%e5%b9%b6%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e6%97%a5%e6%96%87%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%e3%80%82\/"},"modified":"2024-04-29T15:06:48","modified_gmt":"2024-04-29T07:06:48","slug":"%e5%ae%89%e8%a3%85elasticsearch%e5%b9%b6%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e6%97%a5%e6%96%87%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%ae%89%e8%a3%85elasticsearch%e5%b9%b6%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8%e6%97%a5%e6%96%87%e5%85%a8%e6%96%87%e6%90%9c%e7%b4%a2%e3%80%82\/","title":{"rendered":"\u5b89\u88c5Elasticsearch\u5e76\u5c1d\u8bd5\u4f7f\u7528\u65e5\u6587\u5168\u6587\u641c\u7d22"},"content":{"rendered":"<p>\u56e0\u4e3a\u8fd9\u4e2a\u4eba\u592a\u70ed\uff0c\u6240\u4ee5\u6211\u4f1a\u5199\u3002<\/p>\n<h1>\u7248\u672c<\/h1>\n<p>\u5f39\u6027\u641c\u7d222.1.1<\/p>\n<h1>\u5b89\u88c5\u4e4b\u7c7b\u7684\u3002<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">server\u306fcentos7<\/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\">java \u306fyum install java<\/ul>\n<\/li>\n<\/ul>\n<p>yum conf\u306e\u8a2d\u5b9a<\/p>\n<p>\/etc\/yum.repos.d\/elasticsearch.repo<br \/>\n[elasticsearch-2.x]<br \/>\nname=Elasticsearch repository for 2.x packages<br \/>\nbaseurl=http:\/\/packages.elastic.co\/elasticsearch\/2.x\/centos<br \/>\ngpgcheck=1<br \/>\ngpgkey=http:\/\/packages.elastic.co\/GPG-KEY-elasticsearch<br \/>\nenabled=1<\/p>\n<p>\u3053\u308c\u3067 yum install elasticsearch\u30672\u7cfb\u306e\u6700\u65b0\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059<br \/>\n\u4ed6\u306e\u65b9\u6cd5\u3067install\u3057\u305f\u3044\u5834\u5408\u306f\u516c\u5f0f\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n<p>\u65e5\u672c\u8a9e\u306e\u5168\u6587\u691c\u7d22\u306b\u5fc5\u8981\u306aplugin\u3092install<\/p>\n<p>cd \/usr\/share\/elasticsearch\/<br \/>\nbin\/plugin install analysis-kuromoji<\/p>\n<p>\u7ba1\u7406\u753b\u9762\u7684\u306a\u3082\u306e\u3092\u5165\u308c\u308b(kopf)<\/p>\n<p>bin\/plugin install lmenezes\/elasticsearch-kopf\/v2.1.1<\/p>\n<p>kopf\u306f\u3053\u3061\u3089\u3092\u53c2\u7167\u3002<br \/>\n\u5408\u3046\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u304b\u898b\u3066install\u3059\u308b\u3068\u306f\u307e\u3089\u306a\u3044<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u308b\u304b\u78ba\u8a8d<\/p>\n<p>[root@xxx ~]# ll \/usr\/share\/elasticsearch\/plugins\/<br \/>\n\u5408\u8a08 8<br \/>\ndrwxr-xr-x. 2 root root 4096 1\u6708 12 00:08 analysis-kuromoji<br \/>\ndrwxr-xr-x. 8 root root 4096 1\u6708 12 00:33 kopf<\/p>\n<h1>Elasticsearch\u7684\u5185\u90e8\u673a\u5236\u7b49<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44c237434c4406ca08bb\/6-0.png\" alt=\"alt\" \/><\/div>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5f53\u5728\u7d22\u5f15\u548c\u641c\u7d22\u8fc7\u7a0b\u4e2d\uff0c\u539f\u59cb\u5b57\u7b26\u4f1a\u7ecf\u8fc7\u79f0\u4e3aChar filters\u7684\u5730\u65b9\u8fdb\u884c\u5904\u7406\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u6839\u636e\u9700\u8981\uff0c\u4f1a\u8fdb\u884c\u8fc7\u6ee4\u3002\uff08\u4e0d\u4e00\u5b9a\u9700\u8981\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528Tokenizer\u6765\u5b9a\u4e49\u5206\u8bcd\u65b9\u6cd5\uff08\u5982Kuromoji\u6216ngram\uff09\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528Token filters\u6765\u8fc7\u6ee4\u7ecf\u8fc7\u5206\u8bcd\u7684\u5b57\u7b26\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u6839\u636e\u9700\u8981\uff0c\u4f1a\u8fdb\u884c\u8fc7\u6ee4\u3002\uff08\u4e0d\u4e00\u5b9a\u9700\u8981\uff09<\/ol>\n<h1>Elasticsearch \u7684\u914d\u7f6e\u8bbe\u7f6e\uff08\u4ec5\u9650\u4e8e\u7d22\u5f15\u90e8\u5206\uff09\u3002<\/h1>\n<pre class=\"post-pre\"><code><span class=\"c1\"># ---------------------------------- Index -----------------------------------<\/span>\r\n<span class=\"na\">index <\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">analysis <\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">analyzer <\/span><span class=\"pi\">:<\/span>\r\n            <span class=\"na\">ja <\/span><span class=\"pi\">:<\/span>\r\n                <span class=\"na\">type <\/span><span class=\"pi\">:<\/span> <span class=\"s\">custom<\/span>\r\n                <span class=\"na\">tokenizer <\/span><span class=\"pi\">:<\/span> <span class=\"s\">ja_tokenizer<\/span>\r\n                <span class=\"na\">char_filter <\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span>\r\n                    <span class=\"nv\">html_strip<\/span><span class=\"pi\">,<\/span>\r\n                    <span class=\"nv\">kuromoji_iteration_mark<\/span>\r\n                <span class=\"pi\">]<\/span>\r\n                <span class=\"na\">filter <\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span>\r\n                    <span class=\"nv\">lowercase<\/span><span class=\"pi\">,<\/span>\r\n                    <span class=\"nv\">cjk_width<\/span><span class=\"pi\">,<\/span>\r\n                    <span class=\"nv\">katakana_stemmer<\/span><span class=\"pi\">,<\/span>\r\n                    <span class=\"nv\">kuromoji_part_of_speech<\/span>\r\n                <span class=\"pi\">]<\/span>\r\n            <span class=\"na\">ja_ngram <\/span><span class=\"pi\">:<\/span>\r\n                <span class=\"na\">type <\/span><span class=\"pi\">:<\/span> <span class=\"s\">custom<\/span>\r\n                <span class=\"na\">tokenizer <\/span><span class=\"pi\">:<\/span> <span class=\"s\">ngram_ja_tokenizer<\/span>\r\n                <span class=\"na\">char_filter <\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"nv\">html_strip<\/span><span class=\"pi\">]<\/span>\r\n                <span class=\"na\">filter <\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span>\r\n                    <span class=\"nv\">cjk_width<\/span><span class=\"pi\">,<\/span>\r\n                    <span class=\"nv\">lowercase<\/span>\r\n                <span class=\"pi\">]<\/span>\r\n        <span class=\"na\">tokenizer <\/span><span class=\"pi\">:<\/span>\r\n           <span class=\"na\">ja_tokenizer <\/span><span class=\"pi\">:<\/span>\r\n               <span class=\"na\">type <\/span><span class=\"pi\">:<\/span> <span class=\"s\">kuromoji_tokenizer<\/span>\r\n               <span class=\"na\">mode <\/span><span class=\"pi\">:<\/span> <span class=\"s\">search<\/span>\r\n               <span class=\"na\">user_dictionary <\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/etc\/elasticsearch\/userdict_ja.txt<\/span>\r\n           <span class=\"na\">ngram_ja_tokenizer <\/span><span class=\"pi\">:<\/span>\r\n                <span class=\"na\">type <\/span><span class=\"pi\">:<\/span> <span class=\"s\">nGram<\/span>\r\n                <span class=\"na\">min_gram <\/span><span class=\"pi\">:<\/span> <span class=\"m\">2<\/span>\r\n                <span class=\"na\">max_gram <\/span><span class=\"pi\">:<\/span> <span class=\"m\">3<\/span>\r\n                <span class=\"na\">token_chars <\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"nv\">letter<\/span><span class=\"pi\">,<\/span> <span class=\"nv\">digit<\/span><span class=\"pi\">]<\/span>\r\n        <span class=\"na\">filter <\/span><span class=\"pi\">:<\/span>\r\n            <span class=\"na\">katakana_stemmer <\/span><span class=\"pi\">:<\/span>\r\n                <span class=\"na\">type <\/span><span class=\"pi\">:<\/span> <span class=\"s\">kuromoji_stemmer<\/span>\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">kuromoji\u3092\u4f7f\u3063\u305findex\u3068ngram\u3092\u7528\u3044\u305f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u300canalyzer\u300d\u3068\u300ctokenizer\u300d\u3092\u8a2d\u5b9a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8a66\u3057\u306buser_dictionary : \/etc\/elasticsearch\/userdict_ja.txt\u3067\u72ec\u81ea\u8f9e\u66f8\u3092\u8a2d\u5b9a<\/ul>\n<h1>\u7d22\u5f15\u7684\u6a21\u677f\u8bbe\u7f6e<\/h1>\n<pre class=\"post-pre\"><code>curl -XPUT localhost:9200\/_template\/projects03 -d '\r\n\r\n{\r\n  \"order\": 0,\r\n  \"template\": \"projects03-*\",\r\n  \"settings\": {\r\n    \"index\": {\r\n      \"number_of_shards\": \"1\",\r\n      \"number_of_replicas\": \"0\"\r\n    }\r\n  },\r\n  \"mappings\": {\r\n    \"project\": {\r\n      \"_source\": {\r\n        \"enabled\": true\r\n      },\r\n      \"_all\": {\r\n        \"analyzer\": \"ja\",\r\n        \"enabled\": true\r\n      },\r\n      \"properties\": {\r\n        \"update_time\": {\r\n          \"format\": \"YYYY-MM-dd HH:mm:ss\",\r\n          \"type\": \"date\"\r\n        },\r\n        \"project_id\": {\r\n          \"index\": \"not_analyzed\",\r\n          \"type\": \"string\"\r\n        },\r\n        \"detail\": {\r\n          \"analyzer\": \"ja\",\r\n          \"type\": \"string\"\r\n        },\r\n        \"suggest\": {\r\n          \"search_analyzer\": \"ja\",\r\n          \"analyzer\": \"ja\",\r\n          \"type\": \"completion\"\r\n        },\r\n        \"detail_ngram\": {\r\n          \"analyzer\": \"ja_ngram\",\r\n          \"type\": \"string\"\r\n        },\r\n        \"title\": {\r\n          \"analyzer\": \"ja\",\r\n          \"type\": \"string\"\r\n        },\r\n        \"title_ngram\": {\r\n          \"analyzer\": \"ja_ngram\",\r\n          \"type\": \"string\"\r\n        }\r\n      }\r\n    }\r\n  },\r\n  \"aliases\": {\r\n\r\n  }\r\n}'\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">kopf\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u3067\u3082\u767b\u9332\u53ef\u80fd<\/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\">\u30c6\u30b9\u30c8\u3060\u3063\u305f\u306e\u3067number_of_shards number_of_replicas\u3092\u6700\u5c0f\u5024\u3078<\/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\">suggest\u6a5f\u80fd\u3082\u8a66\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u8a2d\u5b9a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8272\u3005\u306a\u4eba\u306e\u8a2d\u5b9a\u3092\u53c2\u8003\u306b\u3057\u307e\u3057\u305f<\/ul>\n<h1>\u7531\u4e8e\u5df2\u5b8c\u6210Elasticsearch\u7684\u914d\u7f6e\uff0c\u56e0\u6b64\u8fdb\u884c\u4e86\u66f4\u65b0\u3002<\/h1>\n<pre class=\"post-pre\"><code>[root@xxx ~]# \/etc\/init.d\/elasticsearch restart\r\nRestarting elasticsearch (via systemctl):                  [  OK  ]\r\n<\/code><\/pre>\n<h1>\u5c1d\u8bd5\u8f93\u5165\u6570\u636e\u6d41<\/h1>\n<p>\u4f7f\u7528Shell\u6216\u7b80\u5355\u7684\u7a0b\u5e8f\u6765\u5229\u7528curl\u4f20\u8f93<\/p>\n<pre class=\"post-pre\"><code>curl -X POST http:\/\/localhost:9200\/projects03-20160111\/project\/&lt;id&gt;  -d '\r\n{\r\n    \"project_id\": 1,\r\n    \"title\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"title_ngram\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"detail\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"detail_ngram\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"update_time\" : \"2016-01-28 22:22:22\"\r\n}\r\n'\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u306e\u3068\u3053\u308d\u3092\u30e6\u30cb\u30fc\u30af\u306a\u6570\u5024\u3067\u5165\u308c\u3066\u3044\u304f\u3068_id\u306b\u5165\u308b\u306e\u3067\u52b9\u7387\u7684\u3067\u3059\u3002<\/ul>\n<h1>\u90a3\u6211\u6765\u8bd5\u8bd5\u641c\u7d22\u5427<\/h1>\n<h2>\u8bf7\u5728\u88abKuromoji\u7d22\u5f15\u7684\u6570\u636e\u4e2d\u8fdb\u884c\u641c\u7d22\u3002<\/h2>\n<pre class=\"post-pre\"><code>[root@xxx ~]# curl -XGET 'localhost:9200\/projects03-20160111\/project\/_search?pretty' -d'\r\n&gt; {\r\n&gt;  \"query\":{\"match\":{\"title\":\"\u3053\u3093\u306b\"}}\r\n&gt; }'\r\n{\r\n  \"took\" : 1,\r\n  \"timed_out\" : false,\r\n  \"_shards\" : {\r\n    \"total\" : 1,\r\n    \"successful\" : 1,\r\n    \"failed\" : 0\r\n  },\r\n  \"hits\" : {\r\n    \"total\" : 0,\r\n    \"max_score\" : null,\r\n    \"hits\" : [ ]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u300c\u3053\u3093\u306b\u300d\u5904\u6ca1\u6709\u641c\u5bfb\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code>curl -XGET 'localhost:9200\/projects03-20160111\/project\/_search?pretty' -d'\r\n&gt; {\r\n&gt;  \"query\":{\"match\":{\"title\":\"\u3053\u3093\u306b\u3061\u308f\"}}\r\n&gt; }'\r\n{\r\n  \"took\" : 1,\r\n  \"timed_out\" : false,\r\n  \"_shards\" : {\r\n    \"total\" : 1,\r\n    \"successful\" : 1,\r\n    \"failed\" : 0\r\n  },\r\n  \"hits\" : {\r\n    \"total\" : 1,\r\n    \"max_score\" : 0.15342641,\r\n    \"hits\" : [ {\r\n      \"_index\" : \"projects03-20160111\",\r\n      \"_type\" : \"project\",\r\n      \"_id\" : \"1\",\r\n      \"_score\" : 0.15342641,\r\n      \"_source\":\r\n{\r\n    \"project_id\": 1,\r\n    \"title\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"title_ngram\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"detail\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"detail_ngram\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"update_time\" : \"2016-01-28 22:22:22\"\r\n}\r\n\r\n    } ]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u4f60\u597d\u7684\u641c\u7d22\u7ed3\u679c<\/p>\n<p>\u8fd9\u662f<\/p>\n<pre class=\"post-pre\"><code>curl -XGET 'localhost:9200\/projects03-20160111\/_analyze?analyzer=ja&amp;pretty' -d '\u3053\u3093\u306b\u3061\u308f'\r\n{\r\n  \"tokens\" : [ {\r\n    \"token\" : \"\u3053\u3093\u306b\u3061\u308f\",\r\n    \"start_offset\" : 0,\r\n    \"end_offset\" : 5,\r\n    \"type\" : \"word\",\r\n    \"position\" : 0\r\n  } ]\r\n}\r\n<\/code><\/pre>\n<p>\u56e0\u4e3a\u88ab\u7d22\u5f15\u4e3a\u300c\u3053\u3093\u306b\u3061\u308f\u300d\u8fd9\u4e2a\u8bcd\u3002<\/p>\n<h2>\u8bf7\u5728\u5df2\u5efa\u7acbngram\u7d22\u5f15\u7684\u5730\u65b9\u8fdb\u884c\u641c\u7d22\u3002<\/h2>\n<pre class=\"post-pre\"><code>curl -XGET 'localhost:9200\/projects03-20160111\/project\/_search?pretty' -d'\r\n&gt; {\r\n&gt;  \"query\":{\"match\":{\"title_ngram\":\"\u3053\u3093\u306b\"}}\r\n&gt; }' \r\n{\r\n  \"took\" : 2,\r\n  \"timed_out\" : false,\r\n  \"_shards\" : {\r\n    \"total\" : 1,\r\n    \"successful\" : 1,\r\n    \"failed\" : 0\r\n  },\r\n  \"hits\" : {\r\n    \"total\" : 1,\r\n    \"max_score\" : 0.13287117,\r\n    \"hits\" : [ {\r\n      \"_index\" : \"projects03-20160111\",\r\n      \"_type\" : \"project\",\r\n      \"_id\" : \"1\",\r\n      \"_score\" : 0.13287117,\r\n      \"_source\":\r\n{\r\n    \"project_id\": 1,\r\n    \"title\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"title_ngram\" : \"\u5ddd\u5cf6\u3055\u3093\u3053\u3093\u306b\u3061\u308f\",\r\n    \"detail\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"detail_ngram\" : \"\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\u5185\u5bb9\",\r\n    \"update_time\" : \"2016-01-28 22:22:22\"\r\n}\r\n\r\n    } ]\r\n  }\r\n}\r\n<\/code><\/pre>\n<p>\u7531\u4e8e\u662fngram\uff0c\u56e0\u6b64\u7528\u201c\u3053\u3093\u306b\u201d\u53ef\u4ee5\u627e\u5230\u3002<\/p>\n<h1>\u8bf7\u6ce8\u610f\u3001\u9700\u8981\u6ce8\u610f\u7684\u5730\u65b9\u3001\u6211\u7684\u611f\u60f3<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Centos7\u304b\u3089iptables\u3067\u306a\u304ffirewalld\u306b\u306a\u3063\u3066\u305f<\/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\">elastsearch\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u5916\u90e8\u306b\u516c\u958b\u3055\u308c\u306a\u3044\u306e\u3067\u540c\u3058NW\u5185\u307e\u305f\u306flocal\u306blogin\u3057\u3066curl\u3067api\u3092\u53e9\u304f<\/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\">kopf\u306felasticsearch\u304c\u5165\u3063\u3066\u308b\u30b5\u30fc\u30d0\u3067\u306a\u3044\u3068\u5165\u3089\u306a\u3044\u306e\u3067\u7ba1\u7406\u30b5\u30fc\u30d0\u3060\u3051\u5225\u30b5\u30fc\u30d0\u307f\u305f\u3044\u306a\u306e\u304c\u7121\u7406\u3063\u307d\u3044<\/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\">kuromoji\u306b\u3059\u3067\u306b\u5165\u3063\u3066\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\uff1f\u306e\u5229\u7528\u3060\u3051\u3067\u7d50\u69cb\u4e8b\u8db3\u308a\u308b\u6c17\u304c\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>_souce\u306f\u8981\u4ef6\u306b\u3088\u3063\u3066\u306f\u524a\u3063\u3066\u5168\u7136\u304ak<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u56e0\u4e3a\u8fd9\u4e2a\u4eba\u592a\u70ed\uff0c\u6240\u4ee5\u6211\u4f1a\u5199\u3002 \u7248\u672c \u5f39\u6027\u641c\u7d222.1.1 \u5b89\u88c5\u4e4b\u7c7b\u7684\u3002 server\u306fcentos7 &#038;nbsp [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41080","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>\u5b89\u88c5Elasticsearch\u5e76\u5c1d\u8bd5\u4f7f\u7528\u65e5\u6587\u5168\u6587\u641c\u7d22 - 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\/\u5b89\u88c5elasticsearch\u5e76\u5c1d\u8bd5\u4f7f\u7528\u65e5\u6587\u5168\u6587\u641c\u7d22\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" 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