{"id":40765,"date":"2023-06-12T17:43:33","date_gmt":"2022-11-23T01:07:51","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/rails%e5%92%8celasticsearch%e8%b0%83%e6%9f%a5%e5%a4%87%e5%bf%98%e5%bd%95\/"},"modified":"2024-04-30T08:33:43","modified_gmt":"2024-04-30T00:33:43","slug":"rails%e5%92%8celasticsearch%e8%b0%83%e6%9f%a5%e5%a4%87%e5%bf%98%e5%bd%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/rails%e5%92%8celasticsearch%e8%b0%83%e6%9f%a5%e5%a4%87%e5%bf%98%e5%bd%95\/","title":{"rendered":"Rails\u548cElasticSearch\u8c03\u67e5\u5907\u5fd8\u5f55"},"content":{"rendered":"<h1>\u5f39\u6027\u641c\u7d22<\/h1>\n<p>\u9700\u8981Java 8\u6216\u4ee5\u4e0a\u7248\u672c\uff08\u4e0b\u8f7d\uff09<\/p>\n<pre class=\"post-pre\"><code># ES\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ brew install elasticsearch\r\n\r\n# ES\u306e\u8d77\u52d5\r\n$ \/usr\/local\/Cellar\/elasticsearch\/7.8.1\/bin\/elasticsearch\r\nor\r\n$ elasticsearch\r\n\r\n# \u52d5\u4f5c\u78ba\u8a8d\r\n$ curl http:\/\/localhost:9200\r\n\r\n<\/code><\/pre>\n<h3>\u589e\u52a0\u63d2\u4ef6<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">kuromoji (\u5206\u304b\u3061\u66f8\u304d)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">ICU (\u6587\u5b57\u306e\u6b63\u898f\u5316\u30d5\u30a3\u30eb\u30bf\u30fc)<\/ul>\n<pre class=\"post-pre\"><code>$ elasticsearch-plugin install https:\/\/artifacts.elastic.co\/downloads\/elasticsearch-plugins\/analysis-kuromoji\/analysis-kuromoji-7.8.1.zip\r\n$ elasticsearch-plugin install https:\/\/artifacts.elastic.co\/downloads\/elasticsearch-plugins\/analysis-icu\/analysis-icu-7.8.1.zip\r\n<\/code><\/pre>\n<h2>\u6570\u636e\u7ed3\u6784<\/h2>\n<p>ES\u7684\u7ed3\u6784\u4e0eRDB\u76f8\u6bd4\u5982\u4e0b(\u53c2\u8003)\u3002<\/p>\n<pre class=\"post-pre\"><code>Cluster &gt; Node &gt; Index( = DB) &gt; Type(=Table) &gt;Document( =Row)\r\n<\/code><\/pre>\n<h2>\u57fa\u672c\u7528\u6cd5<\/h2>\n<pre class=\"post-pre\"><code># index\u4e00\u89a7\r\ncurl -X GET http:\/\/localhost:9200\/_cat\/indices\r\n\r\n# index\u4f5c\u6210\r\ncurl -XPUT http:\/\/localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\r\n\r\n# index\u306e\u524a\u9664\r\ncurl -XDELETE localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\r\n\r\n# doc\u306e\u8ffd\u52a0\r\ncurl -XPOST http:\/\/localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\/\u30bf\u30a4\u30d7\u540d\/ -d '{\r\n    \"field_01\": \"hoge1\",\r\n}'\r\n\r\n\r\n# doc\u306e\u53d6\u5f97\r\ncurl -XGET http:\/\/localhost:9200\/new_index\/_search\r\n\r\ncurl -H \"Content-Type: application\/json\" -XGET localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\/_search\\?pretty  -d '{\"size\":100}'\r\n\r\n    \u203b?pretty\u3067\u7d50\u679c\u3092\u6574\u5f62\u3057\u3066\u51fa\u529b\r\n    \u203b -d '{\"size\":100}'\u3067\u4ef6\u6570\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u30de\u30c3\u30af\u30b910\u4ef6\u3057\u304b\u3067\u306a\u3044\u3002\r\n    \u203b json\u3092\u9001\u308b\u3068\u304d\u306f\u300c -H \"Content-Type: application\/json\"\u300d\u304c\u5fc5\u8981\r\n\r\n\r\n# doc\u306e\u691c\u7d22\r\ncurl -H \"Content-Type: application\/json\" -XGET localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\/_search\\?pretty  -d'\r\n{\r\n  \"query\": {\r\n    \"match\": {\r\n      \u9805\u76ee\u540d: \u691c\u7d22\u5024\r\n    }\r\n  }\r\n}'\r\n\r\n\r\n# doc\u306e\u8ffd\u52a0\r\ncurl -H \"Content-Type: application\/json\" -XPOST http:\/\/localhost:9200\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u540d\/new\/ -d'{\r\n  \u9805\u76ee\u540d: \u5024\r\n}'\r\n<\/code><\/pre>\n<h2>\u5609\u5b9d\u5a1c<\/h2>\n<p>\u5982\u679c\u9700\u8981\u7684\u8bdd\uff0c\u53ef\u4ee5\u6dfb\u52a0\u7c7b\u4f3c\u4e8e\u8bf7\u6c42\u6784\u5efa\u5668\u7684\u529f\u80fd\u8fdb\u884c\u5f00\u53d1\u3002<\/p>\n<pre class=\"post-pre\"><code># install\r\n$ brew install kibana\r\n$ brew info kibana\r\n\r\n# \u8d77\u52d5\r\n$ kibana\r\n\r\n# \u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306b\u30a2\u30af\u30bb\u30b9\r\nhttp:\/\/localhost:5601\/app\/kibana#\/dev_tools\/console\r\n<\/code><\/pre>\n<h2>\u8bf7\u5728\u4e2d\u6587\u4e2d\u63d0\u4f9b\u4e0b\u9762\u53c2\u8003\u94fe\u63a5\u7684\u540c\u4e49\u8bcd\uff1a<\/h2>\n<p>\u53c2\u8003\u94fe\u63a5\u7684\u540c\u4e49\u8868\u8fbe\u53ef\u4ee5\u662f\uff1a\u53c2\u8003\u8d44\u6599\u94fe\u63a5\u3001\u76f8\u5173\u94fe\u63a5\u3001\u5f15\u7528\u94fe\u63a5\u7b49\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">searchAPI<\/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\">queryDSL<\/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\">\u30af\u30a8\u30ea\u306e\u4f8b SQL\u3068\u6bd4\u8f03<\/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\">Elasticsearch\u5b9f\u904b\u7528\u6642\u306e\u6ce8\u610f\u70b9\u3068\u30a2\u30f3\u30c1\u30d1\u30bf\u30fc\u30f3\u307e\u3068\u3081<\/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\">Elasticsearch \u3092\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u5229\u7528\u3059\u308b\u969b\u306e\u30dd\u30a4\u30f3\u30c8<\/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\">\u30e1\u30e2\u30ea\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306f2G\u3067\u30b5\u30fc\u30d0\u30fc\u306e\u30e1\u30e2\u30ea\u306e50%\u4ee5\u4e0b\u304c\u76ee\u5b89\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u306a\u306e\u3067\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u306f4G\u306f\u6b32\u3057\u3044\u3002\u53c2\u8003<\/ul>\n<h1>\u4f7f\u7528Rails\u8fde\u63a5ElasticSearch\u3002<\/h1>\n<p>elasticsearch-rails gem \u3092\u5229\u7528\u3002<\/p>\n<p>include Elasticsearch::Model \u3057\u3066Model\u7d4c\u7531\u3067\u64cd\u4f5c\u3059\u308b\u3002<br \/>\nindex\u540d\u306f\u74b0\u5883\u3067\u5909\u308f\u308b\u3088\u3046\u306b\u3001index_name &#8220;articles-#{Rails.env}&#8221; \u3068\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code># index\u4f5c\u6210\r\n&lt;Model\u540d&gt;.create_index\r\n\r\n# DB\u306e\u30c7\u30fc\u30bf\u3092\u5168\u90e8\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u76f4\u3057\r\n&lt;Model\u540d&gt;__elasticsearch__.import\r\n\r\n# \u30c7\u30fc\u30bf\u691c\u7d22\u4f8b\r\n&lt;Model\u540d&gt;.search query:{ match_all: {}}\r\n&lt;Model\u540d&gt;.search query:{ match: {title:\u201dhello\u201d}}\r\n<\/code><\/pre>\n<p>\u5728\u8fdb\u884c\u6a21\u578b\u66f4\u6539\u65f6\uff0c\u901a\u8fc7\u8c03\u7528 Sidekiq \u5f02\u6b65\u6267\u884c\uff08\u4f7f\u7528 ArticleIndexer.perform_async\uff09\u2192 \u4efb\u52a1\u5c06\u88ab\u6392\u961f\u5230 Redis \u4e2d\uff0c\u5e76\u5728\u540e\u53f0\u4ee5\u5f02\u6b65\u65b9\u5f0f\u521b\u5efa ElasticSearch \u7d22\u5f15\uff08\u4f4d\u4e8e models\/concerns\/article_searchable\uff09\u3002<\/p>\n<h2>Sidekiq &#8211; \u4f7f\u7528Redis\u4f5c\u4e3a\u540e\u53f0\u4efb\u52a1\u961f\u5217\u7684\u5904\u7406\u5668<\/h2>\n<p>\u70ba\u4e86\u975e\u540c\u6b65\u66f4\u65b0\u7d22\u5f15\u6240\u9700\u3002<br \/>\nRedis\u5c07\u9032\u884c\u6392\u968a\uff0c\u4ee5\u975e\u540c\u6b65\u65b9\u5f0f\u5c07\u7d22\u5f15\u50b3\u9001\u5230ElasticSearch\u3002<\/p>\n<pre class=\"post-pre\"><code>$ brew install redis \r\n\r\n$ gem 'sidekiq'\r\n\r\n$ bundle exec sidekiq -C config\/sidekiq.yml\r\n<\/code><\/pre>\n<p>\u53ea\u9700\u8981\u4e00\u79cd\u9009\u62e9\uff0c\u8bf7\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7528\u4e2d\u6587\u8fdb\u884c\u91ca\u4e49\uff1a\u53c2\u8003<\/p>\n<h2>\u5173\u4e8eElasticSearch\u7684\u65e5\u8bed\u63d2\u4ef6\u95ee\u9898<\/h2>\n<p>\u53ea\u8981\u6307\u5b9a\u4e86\u5206\u6790\u5668\uff0c\u5c31\u53ef\u4ee5\u786e\u8ba4\u7d22\u5f15\u7684\u8bbe\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code>curl -H \"Content-Type: application\/json\"  http:\/\/localhost:9200\/articles-test\/_mappings\\?pretty\r\ncurl -H \"Content-Type: application\/json\"  http:\/\/localhost:9200\/articles-test\/\\?pretty\r\n<\/code><\/pre>\n<p>\u786e\u8ba4\u5728ES\u4e2d\u67e5\u8be2\u5982\u4f55\u88ab\u5206\u5272\uff08\u5206\u8bcd == \u5206\u8bcd\uff09<\/p>\n<pre class=\"post-pre\"><code>curl -H \"Content-Type: application\/json\" -XGET localhost:9200\/articles-test\/_search\\?pretty  -d'\r\n{\r\n  \"query\": {\r\n    \"match\": {\r\n      \"title\": \"\u6771\u4eac\u90fd\"\r\n    }\r\n  }\r\n}'\r\n<\/code><\/pre>\n<h3>\u5173\u4e8e\u5168\u6587\u68c0\u7d22\uff0c\u9996\u5148\u9700\u8981\u660e\u786e\u4e00\u4e9b\u57fa\u672c\u6982\u5ff5\u3002<\/h3>\n<p>\u57fa\u672c\u4e0a\u4e0d\u662f\u5b8c\u5168\u5339\u914d\u3002<br \/>\n\u5168\u6587\u641c\u7d22\u5bf9\u4e8e\u82f1\u6587\u7b49\u8bed\u8a00\u6765\u8bf4\uff0c\u4f1a\u901a\u8fc7\u7a7a\u683c\u5c06\u5355\u8bcd\u5206\u9694\u5e76\u521b\u5efa\u7d22\u5f15\u3002<br \/>\n\u7531\u4e8e\u662f\u901a\u8fc7\u5206\u5272\u540e\u7684\u5355\u8bcd\u6765\u5339\u914d\uff0c\u6240\u4ee5\u4e0d\u80fd\u4fdd\u8bc1\u5b8c\u5168\u5339\u914d\u3002<\/p>\n<p>\u300ckuromoji\u300d\u3068\u300cngram\u300d\u662f\u7528\u4e8e\u8fd9\u79cd\u5206\u8bcd\u7684\u8bbe\u7f6e\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u201cngram\u201d\u7684\u5339\u914d\u7387\u66f4\u9ad8\u3002<\/p>\n<p>\u5728ICU\u4e2d\uff0c\u5b83\u80fd\u591f\u5c06\u534a\u89d2\u7247\u5047\u540d\u7b49\u5b57\u7b26\u5de7\u5999\u5730\u7d22\u5f15\u4e3a\u666e\u901a\u5b57\u7b26\u3002\u5b83\u5c31\u50cf\u4e00\u4e2a\u80fd\u591f\u4f18\u96c5\u5730\u8f6c\u6362\u65e5\u6587UTF-8\u5b57\u7b26\u7684\u8fc7\u6ee4\u5668\u3002<\/p>\n<h4>\u5173\u4e8e\u5168\u6587\u641c\u7d22\u7684\u53c2\u8003\u94fe\u63a5<\/h4>\n<p>\u8bf7\u4e3a\u6211\u91cd\u65b0\u7ffb\u8bd1\u4ee5\u4e0b\u94fe\u63a5\u7684\u6587\u7ae0\uff0c\u53ea\u9700\u8981\u4e00\u4efd\u7ffb\u8bd1\uff1a<br \/>\nhttps:\/\/dev.classmethod.jp\/articles\/es-02\/<br \/>\n<iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" title=\"\u3010Elasticsearch\u3011Analyzer\u3092\u624b\u52d5\u3067\u8a2d\u5b9a\u3059\u308b\u65b9\u6cd5 -Analyzer\u3092\u7406\u89e3\u3059\u308b- - RAKUS Developers Blog | \u30e9\u30af\u30b9 \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftech-blog.rakus.co.jp%2Fentry%2F20191002%2Felasticsearch%23Analyzer%25E3%2581%25A8%25E3%2581%25AF#?secret=1YzLwYZgi4\" data-secret=\"1YzLwYZgi4\" scrolling=\"no\" frameborder=\"0\"><\/iframe><br \/>\nhttps:\/\/medium.com\/hello-elasticsearch\/elasticsearch-833a0704e44b<br \/>\nhttps:\/\/qiita.com\/shin_hayata\/items\/41c07923dbf58f13eec4<\/p>\n<h4>\u672f\u8bed\u57fa\u51c6\u67e5\u8be2\uff08\u7cbe\u786e\u5339\u914d\uff09<\/h4>\n<h4>filter\u548cquery\u7684\u533a\u522b<\/h4>\n<p>\u5f53\u4f7f\u7528\u67e5\u8be2\uff08\u5168\u6587\u641c\u7d22\uff09\u65f6\uff0c\u4e0d\u8003\u8651\u5f97\u5206\u6765\u83b7\u53d6\u641c\u7d22\u7ed3\u679c\u3002<br \/>\n\u5f53\u6d89\u53ca\u5230\u641c\u7d22\u7ed3\u679c\u7684\u76f8\u5173\u6027\u5f88\u91cd\u8981\u65f6\uff0c\u4f7f\u7528\u67e5\u8be2\uff08query\uff09\u4f1a\u66f4\u5408\u9002\u3002<\/p>\n<h4>\u5f97\u5206\u662f<\/h4>\n<p>\u5728\u641c\u7d22\u7ed3\u679c\u4e2d\uff0c\u5982\u4f55\u786e\u5b9a\u6392\u540d\uff1f<br \/>\n\u5982\u679c\u4e00\u4e2a\u6587\u6863\u4e2d\u7684\u641c\u7d22\u8bcd\u4e0e\u67e5\u8be2\u975e\u5e38\u5339\u914d\uff0c\u5e76\u4e14\u8fd9\u662f\u5176\u4ed6\u6587\u6863\u4e2d\u5f88\u5c11\u89c1\u5230\u7684\u7279\u5b9a\u6587\u6863\u7684\u72ec\u7279\u641c\u7d22\u8bcd\uff0c\u5e76\u4e14\u8be5\u6587\u6863\u957f\u5ea6\u8f83\u77ed\uff0c\u5219\u5339\u914d\u5ea6\u5f88\u9ad8\u3002<\/p>\n<h4>ICU\u8fc7\u6ee4\u5668\u6240\u63d0\u4f9b\u7684\u529f\u80fd<\/h4>\n<p>\u5728\u641c\u7d22\u5f15\u64ce\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u8fc7\u6ee4\u5668\u6765\u8fdb\u884c\u6587\u5b57\u7684\u89c4\u8303\u5316\u5904\u7406\u3002<\/p>\n<h2>\u5b89\u88c5\u65e5\u8bed\u63d2\u4ef6<\/h2>\n<h4>\u5b89\u88c5Kuromoji<\/h4>\n<pre class=\"post-pre\"><code>\/usr\/local\/Cellar\/elasticsearch\/7.8.1\/bin\/elasticsearch-plugin install https:\/\/artifacts.elastic.co\/downloads\/elasticsearch-plugins\/analysis-kuromoji\/analysis-kuromoji-7.8.1.zip\r\n<\/code><\/pre>\n<h4>\u5b89\u88c5ICU<\/h4>\n<pre class=\"post-pre\"><code>\/usr\/local\/Cellar\/elasticsearch\/7.8.1\/bin\/elasticsearch-plugin install https:\/\/artifacts.elastic.co\/downloads\/elasticsearch-plugins\/analysis-icu\/analysis-icu-7.8.1.zip\r\n<\/code><\/pre>\n<h4>\u5728\u4f7f\u7528Rails\u4e2d\u7684\u914d\u7f6e\u65f6\uff0c\u8bf7\u53c2\u8003\u4ee5\u4e0b\u5185\u5bb9\u3002<\/h4>\n<p>https:\/\/qiita.com\/chase0213\/items\/381b1eeacb849d93ecfd<br \/>\nhttps:\/\/qiita.com\/yamashun\/items\/e1f2157e1b3cf3a716e3<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e24\u4e2a\u94fe\u63a5\uff1a<br \/>\n1. https:\/\/qiita.com\/chase0213\/items\/381b1eeacb849d93ecfd<br \/>\n2. https:\/\/qiita.com\/yamashun\/items\/e1f2157e1b3cf3a716e3<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f39\u6027\u641c\u7d22 \u9700\u8981Java 8\u6216\u4ee5\u4e0a\u7248\u672c\uff08\u4e0b\u8f7d\uff09 # ES\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb $ brew install elast [&hellip;]<\/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-40765","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>Rails\u548cElasticSearch\u8c03\u67e5\u5907\u5fd8\u5f55 - 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\/rails\u548celasticsearch\u8c03\u67e5\u5907\u5fd8\u5f55\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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