{"id":40988,"date":"2023-11-04T07:10:21","date_gmt":"2022-12-22T08:18:43","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/"},"modified":"2024-05-04T07:27:05","modified_gmt":"2024-05-03T23:27:05","slug":"%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/","title":{"rendered":"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f"},"content":{"rendered":"<h2>\u9996\u5148<\/h2>\n<p>\u7531\u4e8e\u5728Rails\u5e94\u7528\u4e2d\u6709\u673a\u4f1a\u5b9e\u73b0\u57fa\u4e8eElasticsearch\u7684\u641c\u7d22\u529f\u80fd\uff0c\u56e0\u6b64\u8ba1\u5212\u5c06\u5728\u6b64\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u7814\u7a76\u548c\u5c1d\u8bd5\u5206\u6279\u6b21\u6c47\u603b\u3002<\/p>\n<p>\u6211\u5011\u5c07\u9996\u5148\u4f7f\u7528docker-compose\u4f86\u69cb\u5efa\u672c\u5730\u74b0\u5883\uff0c\u4e26\u5275\u5efa\u4e00\u500b\u53ef\u4ee5\u9032\u884c\u7c21\u55ae\u641c\u7d22\u7684\u6a23\u672c\u61c9\u7528\u7a0b\u5e8f\u3002\u5728\u5f8c\u7e8c\u7684\u6b65\u9a5f\u4e2d\uff0c\u6211\u5011\u9084\u5c07\u6df1\u5165\u63a2\u8a0e\u641c\u7d22\u529f\u80fd\u7684\u81ea\u5b9a\u7fa9\u548c\u9069\u7528\u65bc\u5be6\u969b\u64cd\u4f5c\u7684\u5be6\u73fe\u65b9\u5f0f\u3002<\/p>\n<p>\u7528Rails\u548cElasticsearch\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u64cd\u4f5c &#8211; \u6587\u6863\u5904\u7406<br \/>\n\u7528Rails\u548cElasticsearch\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u64cd\u4f5c &#8211; Rspec<br \/>\n\u7528Rails\u548cElasticsearch\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u64cd\u4f5c &#8211; \u6dfb\u52a0\u5efa\u8bae\u529f\u80fd<br \/>\n\u7528Rails\u548cElasticsearch\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u5c1d\u8bd5\u5404\u79cd\u64cd\u4f5c &#8211; \u540c\u4e49\u8bcd\u7f16\u8f91<\/p>\n<h2>\u6837\u672c\u5e94\u7528\u7a0b\u5e8f<\/h2>\n<p>\u6211\u5011\u5c07\u5275\u5efa\u4e00\u500b\u61c9\u7528\u7a0b\u5f0f\uff0c\u7528\u65bc\u6aa2\u7d22\u4e26\u986f\u793a\u5df2\u8a3b\u518a\u7684\u6f2b\u756b\u8cc7\u8a0a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/6-0.gif\" alt=\"search_sample.mov.gif\" \/><\/div>\n<h2>\u73af\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Ruby 2.5.3<\/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\">Rails 5.2.2<\/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\">Mysql 5.7<\/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\">Elatsticsearch 6.5.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Kibana 6.5.4<\/ul>\n<h3>\u6784\u6210<\/h3>\n<p>\u4f7f\u7528Docker Compose \u521b\u5efa\u672c\u5730\u73af\u5883\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/11-0.png\" alt=\"docker-compose_image.png\" \/><\/div>\n<p>Rails\uff1a\u5e94\u7528\u7a0b\u5e8f\u7684\u6838\u5fc3<br \/>\nMysql\uff1a\u6570\u636e\u7684\u6301\u4e45\u5316<br \/>\nElasticsearch\uff1a\u7528\u4e8e\u641c\u7d22<br \/>\nKibana\uff1a\u4e0e\u5e94\u7528\u7a0b\u5e8f\u672c\u8eab\u65e0\u5173\uff08\u7528\u4e8e\u5728Elasticsearch\u4e0a\u8fdb\u884c\u5404\u79cd\u5c1d\u8bd5\uff09<\/p>\n<h2>\u521b\u5efa\u65b0\u7684Rails\u5e94\u7528\u7684\u6d41\u7a0b<\/h2>\n<p>\u4f7f\u7528docker-compose\u521b\u5efa\u73af\u5883\u5e76\u542f\u52a8Rails\u548cElasticsearch\u7684\u6b65\u9aa4\u5c06\u5728\u63a5\u4e0b\u6765\u7684\u5185\u5bb9\u4e2d\u63cf\u8ff0\u3002\uff08\u4e0e\u4e3b\u9898\u65e0\u5173\u7684\u90e8\u5206\u8bf7\u5ffd\u7565\uff09<\/p>\n<h3>docker-compose.yml \u6587\u4ef6<\/h3>\n<p>\u5c06\u4ee5\u4e0b\u6587\u4ef6\u653e\u7f6e\u5728\u9879\u76ee\u7684\u6839\u76ee\u5f55\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">.<\/span>\r\n\u251c\u2500\u2500 Dockerfile\r\n\u251c\u2500\u2500 docker\r\n\u2502\u00a0\u00a0 \u251c\u2500\u2500 es\r\n\u2502\u00a0\u00a0 \u2502\u00a0\u00a0 \u2514\u2500\u2500 Dockerfile\r\n\u2502\u00a0\u00a0 \u2514\u2500\u2500 mysql\r\n\u2502\u00a0\u00a0     \u2514\u2500\u2500 my.cnf\r\n\u2514\u2500\u2500 docker-compose.yml\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>\r\n<span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3'<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"c1\"># Elasticsearch\u7528\u306e\u30b3\u30f3\u30c6\u30ca<\/span>\r\n  <span class=\"na\">es<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/docker\/es<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">es_sample<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">cluster.name=rails-sample-cluster<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">bootstrap.memory_lock=true<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">ES_JAVA_OPTS=-Xms512m<\/span> <span class=\"s\">-Xmx512m\"<\/span>\r\n    <span class=\"na\">ulimits<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">memlock<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">soft<\/span><span class=\"pi\">:<\/span> <span class=\"s\">-1<\/span>\r\n        <span class=\"na\">hard<\/span><span class=\"pi\">:<\/span> <span class=\"s\">-1<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">es_sample_data:\/usr\/share\/elasticsearch\/data<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">9200:9200<\/span>\r\n  <span class=\"c1\"># Kibana\u7528\u306e\u30b3\u30f3\u30c6\u30ca<\/span>\r\n  <span class=\"na\">kibana<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">docker.elastic.co\/kibana\/kibana:6.5.4<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">SERVER_NAME<\/span><span class=\"pi\">:<\/span> <span class=\"s\">localhost:5601<\/span>\r\n      <span class=\"na\">ELASTICSEARCH_URL<\/span><span class=\"pi\">:<\/span> <span class=\"s\">http:\/\/es_sample:9200<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">5601:5601<\/span>\r\n    <span class=\"na\">depends_on<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">es<\/span>\r\n  <span class=\"c1\"># MYSQL\u7528\u306e\u30b3\u30f3\u30c6\u30ca<\/span>\r\n  <span class=\"na\">db<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_ROOT_PASSWORD=docker<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_PASSWORD=docker<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_USER=docker<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">MYSQL_DATABASE=rails_es_sample<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.\/docker\/mysql<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">3306:3306\"<\/span>\r\n  <span class=\"c1\"># Rails\u7528\u306e\u30b3\u30f3\u30c6\u30ca<\/span>\r\n  <span class=\"na\">rails<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.<\/span>\r\n    <span class=\"c1\"># \u5fc5\u8981\u3067\u3042\u308c\u3070sh\u306a\u3069\u306b bundle install \u3084 rails s \u3092\u5b9f\u884c\u3057\u3066rails\u3092\u8d77\u52d5\u3059\u308b\u51e6\u7406\u3092\u66f8\u304f<\/span>\r\n    <span class=\"c1\"># command: scripts\/start-server.sh<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.:\/app<\/span>\r\n      <span class=\"c1\"># \u516c\u5f0f\u306eDockerfile(ruby:2.5.3-stretch)\u3067\u306f\u74b0\u5883\u5909\u6570\u306eBUNDLE_APP_CONFIG\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u3067<\/span>\r\n      <span class=\"c1\"># \/usr\/local\/bundle\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001docker\u306e\u30ed\u30fc\u30ab\u30ebvolume\u3067\u30de\u30a6\u30f3\u30c8\u3057\u3066\u305d\u3053\u306bgem\u3092\u5165\u308c\u3066\u3044\u308b<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">vendor_bundle:\/user\/local\/bundle<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s2\">\"<\/span><span class=\"s\">3003:3000\"<\/span>\r\n    <span class=\"na\">links<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">db<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">es<\/span>\r\n    <span class=\"na\">environment<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">RAILS_DATABASE_USERNAME=root<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">RAILS_DATABASE_PASSWORD=docker<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">RAILS_DATABASE_NAME=rails_es_sample<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">RAILS_DATABASE_HOST=db<\/span>\r\n    <span class=\"na\">tty<\/span><span class=\"pi\">:<\/span> <span class=\"no\">true<\/span>\r\n    <span class=\"na\">stdin_open<\/span><span class=\"pi\">:<\/span> <span class=\"no\">true<\/span>\r\n\r\n<span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">es_sample_data<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">driver<\/span><span class=\"pi\">:<\/span> <span class=\"s\">local<\/span>\r\n  <span class=\"na\">vendor_bundle<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">driver<\/span><span class=\"pi\">:<\/span> <span class=\"s\">local<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> ruby:2.5.3-stretch<\/span>\r\n\r\n<span class=\"k\">ENV<\/span><span class=\"s\"> BUNDLE_GEMFILE=\/app\/Gemfile \\<\/span>\r\n    BUNDLE_JOBS=2 \\\r\n    RAILS_ENV=development \\\r\n    LANG=C.UTF-8\r\n\r\n<span class=\"k\">RUN <\/span>apt-get update <span class=\"nt\">-qq<\/span>\r\n<span class=\"k\">RUN <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> build-essential \r\n<span class=\"k\">RUN <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libpq-dev\r\n<span class=\"k\">RUN <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> nodejs\r\n\r\n<span class=\"c\"># \u30ef\u30fc\u30ad\u30f3\u30b0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u8a2d\u5b9a<\/span>\r\n<span class=\"k\">RUN <\/span><span class=\"nb\">mkdir<\/span> \/app\r\n<span class=\"k\">WORKDIR<\/span><span class=\"s\"> \/app<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c\"># ElasticDocker<\/span>\r\n<span class=\"k\">FROM<\/span><span class=\"s\"> docker.elastic.co\/elasticsearch\/elasticsearch:6.5.4<\/span>\r\n<span class=\"c\"># \u65e5\u672c\u8a9e\u3092\u3042\u3064\u304b\u3046\u3068\u304d\u306b\u4f7f\u3046\u30d7\u30e9\u30b0\u30a4\u30f3<\/span>\r\n<span class=\"k\">RUN <\/span>bin\/elasticsearch-plugin <span class=\"nb\">install <\/span>analysis-kuromoji\r\n<\/code><\/pre>\n<p>\u5173\u4e8e .\/docker\/mysql\/my.cnf\uff0c\u8fd9\u4e0d\u662f\u6211\u4eec\u8ba8\u8bba\u7684\u91cd\u70b9\uff0c\u6682\u4e14\u4e0d\u63d0\u3002\u6211\u5c06\u5b83\u653e\u5728\u8fd9\u91cc\u4f9b\u60a8\u53c2\u8003\u3002<\/p>\n<h3>\u56fe\u50cf\u7684\u6784\u5efa\u548c\u542f\u52a8<\/h3>\n<pre class=\"post-pre\"><code><span class=\"c\"># image\u306ebuild\u3068\u8d77\u52d5<\/span>\r\n<span class=\"nv\">$ <\/span>docker-compose up <span class=\"nt\">-d<\/span>\r\n\r\n<span class=\"c\"># \u8d77\u52d5\u78ba\u8a8d<\/span>\r\n<span class=\"nv\">$ <\/span>docker-compose ps\r\n          Name                        Command               State                 Ports\r\n<span class=\"nt\">-----------------------------------------------------------------------------------------------------<\/span>\r\nes_sample                  \/usr\/local\/bin\/docker-entr ...   Up      0.0.0.0:9200-&gt;9200\/tcp, 9300\/tcp\r\nrails_es_sample_db_1       docker-entrypoint.sh mysqld      Up      0.0.0.0:3306-&gt;3306\/tcp, 33060\/tcp\r\nrails_es_sample_kibana_1   \/usr\/local\/bin\/kibana-docker     Up      0.0.0.0:5601-&gt;5601\/tcp\r\nrails_es_sample_rails_1    irb                              Up      0.0.0.0:3003-&gt;3000\/tcp\r\n<\/code><\/pre>\n<h3>\u521b\u5efa\u4e00\u4e2a\u65b0\u7684Rails\u9879\u76ee<\/h3>\n<p>\u6211\u5c06\u5728\u5bb9\u5668\u4e2d\u521b\u5efa\u4e00\u4e2aRails\u9879\u76ee\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30b3\u30f3\u30c6\u30ca\u306b\u5165\u308b<\/span>\r\n<span class=\"c\"># \u300crails_es_sample_rails_1\u300d \u306f docker-compose ps \u306e Name<\/span>\r\n<span class=\"nv\">$ <\/span>docker <span class=\"nb\">exec<\/span> <span class=\"nt\">-it<\/span> rails_es_sample_rails_1 \/bin\/bash\r\n\r\n<span class=\"c\"># \u30b3\u30f3\u30c6\u30ca\u5185\u3067\u5b9f\u884c<\/span>\r\n\/app# bundle init\r\n<\/code><\/pre>\n<h4>\u4fee\u6539gem\u6587\u4ef6<\/h4>\n<pre class=\"post-pre\"><code><span class=\"c1\"># frozen_string_literal: true<\/span>\r\n\r\n<span class=\"n\">source<\/span> <span class=\"s2\">\"https:\/\/rubygems.org\"<\/span>\r\n\r\n<span class=\"n\">git_source<\/span><span class=\"p\">(<\/span><span class=\"ss\">:github<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span><span class=\"o\">|<\/span><span class=\"n\">repo_name<\/span><span class=\"o\">|<\/span> <span class=\"s2\">\"https:\/\/github.com\/<\/span><span class=\"si\">#{<\/span><span class=\"n\">repo_name<\/span><span class=\"si\">}<\/span><span class=\"s2\">\"<\/span> <span class=\"p\">}<\/span>\r\n\r\n<span class=\"c1\"># rails\u304c\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u5916\u3059<\/span>\r\n<span class=\"n\">gem<\/span> <span class=\"s2\">\"rails\"<\/span>\r\n<\/code><\/pre>\n<h4>\u5728\u4e2d\u56fd\u4ee5\u6bcd\u8bed\u89e3\u91ca\uff1a<br \/>\nRails\u7684\u5b89\u88c5\u548c\u9879\u76ee\u521b\u5efa<\/h4>\n<pre class=\"post-pre\"><code><span class=\"c\"># rails\u306e\u30b3\u30f3\u30c6\u30ca\u5185<\/span>\r\n\/app# bundle <span class=\"nb\">install<\/span>\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails new <span class=\"nb\">.<\/span>\r\n\r\n<span class=\"c\"># \u4ee5\u4e0b\u306e\u3088\u3046\u306bgemfile\u3092\u4e0a\u66f8\u304d\u3059\u308b\u304b\u805e\u304b\u308c\u307e\u3059\u304c\u3001\u307e\u3060\u4f55\u3082\u8ffd\u52a0\u3057\u3066\u3044\u306a\u3044\u72b6\u614b\u306a\u306e\u3067\u300cY\u300d\u3067\u4e0a\u66f8\u304d<\/span>\r\n<span class=\"c\"># Overwrite \/app\/Gemfile? (enter \"h\" for help) [Ynaqdhm]<\/span>\r\n<\/code><\/pre>\n<h4>MySQL\u7684\u8bbe\u7f6e<\/h4>\n<p>\u6dfb\u52a0MySQL\u9002\u914d\u5668<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># gem 'sqlite3'<\/span>\r\n<span class=\"n\">gem<\/span> <span class=\"s1\">'mysql2'<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>\/app# bundle install\r\n<\/code><\/pre>\n<p>\u56e0\u4e3a\u6570\u636e\u5e93\u914d\u7f6e\u6587\u4ef6\uff08database.yml\uff09\u4fdd\u6301\u9ed8\u8ba4\u72b6\u6001\uff0c\u6240\u4ee5\u9700\u8981\u8fdb\u884c\u4fee\u6539\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">default<\/span><span class=\"pi\">:<\/span> <span class=\"nl\">&amp;default<\/span>\r\n  <span class=\"na\">adapter<\/span><span class=\"pi\">:<\/span> <span class=\"s\">mysql2<\/span>\r\n  <span class=\"na\">encoding<\/span><span class=\"pi\">:<\/span> <span class=\"s\">utf8<\/span>\r\n  <span class=\"na\">pool<\/span><span class=\"pi\">:<\/span> <span class=\"s\">&lt;%= ENV.fetch(\"RAILS_MAX_THREADS\") { 5 } %&gt;<\/span>\r\n  <span class=\"na\">username<\/span><span class=\"pi\">:<\/span> <span class=\"s\">root<\/span>\r\n  <span class=\"na\">password<\/span><span class=\"pi\">:<\/span> <span class=\"s\">docker<\/span>\r\n  <span class=\"na\">host<\/span><span class=\"pi\">:<\/span> <span class=\"s\">db<\/span>\r\n\r\n\r\n<span class=\"na\">development<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"s\">&lt;&lt;<\/span><span class=\"pi\">:<\/span> <span class=\"nv\">*default<\/span>\r\n  <span class=\"na\">database<\/span><span class=\"pi\">:<\/span> <span class=\"s\">rails_es_sample<\/span>\r\n<\/code><\/pre>\n<h4>\u542f\u52a8Rails<\/h4>\n<pre class=\"post-pre\"><code>\/app# bundle <span class=\"nb\">exec <\/span>rails s\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4\u542f\u52a8<\/h3>\n<h4>\u94c1\u8f68<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/41-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-02-10 19.11.20.png\" \/><\/div>\n<h3>\u5f39\u6027\u641c\u7d22<\/h3>\n<pre class=\"post-pre\"><code>\r\n<span class=\"nv\">$ <\/span>curl <span class=\"nt\">-XGET<\/span> http:\/\/localhost:9200\/\r\n<span class=\"c\"># \u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30af\u30e9\u30b9\u30bf\u30fc\u3084version\u306e\u60c5\u5831\u304c\u8fd4\u308c\u3070OK<\/span>\r\n<span class=\"o\">{<\/span>\r\n  <span class=\"s2\">\"name\"<\/span> : <span class=\"s2\">\"338gbNM\"<\/span>,\r\n  <span class=\"s2\">\"cluster_name\"<\/span> : <span class=\"s2\">\"rails-sample-cluster\"<\/span>,\r\n  <span class=\"s2\">\"cluster_uuid\"<\/span> : <span class=\"s2\">\"HphoN9CyQcmWeruBOQr1oQ\"<\/span>,\r\n  <span class=\"s2\">\"version\"<\/span> : <span class=\"o\">{<\/span>\r\n    <span class=\"s2\">\"number\"<\/span> : <span class=\"s2\">\"6.5.4\"<\/span>,\r\n    <span class=\"s2\">\"build_flavor\"<\/span> : <span class=\"s2\">\"default\"<\/span>,\r\n    <span class=\"s2\">\"build_type\"<\/span> : <span class=\"s2\">\"tar\"<\/span>,\r\n    <span class=\"s2\">\"build_hash\"<\/span> : <span class=\"s2\">\"d2ef93d\"<\/span>,\r\n    <span class=\"s2\">\"build_date\"<\/span> : <span class=\"s2\">\"2018-12-17T21:17:40.758843Z\"<\/span>,\r\n    <span class=\"s2\">\"build_snapshot\"<\/span> : <span class=\"nb\">false<\/span>,\r\n    <span class=\"s2\">\"lucene_version\"<\/span> : <span class=\"s2\">\"7.5.0\"<\/span>,\r\n    <span class=\"s2\">\"minimum_wire_compatibility_version\"<\/span> : <span class=\"s2\">\"5.6.0\"<\/span>,\r\n    <span class=\"s2\">\"minimum_index_compatibility_version\"<\/span> : <span class=\"s2\">\"5.0.0\"<\/span>\r\n  <span class=\"o\">}<\/span>,\r\n  <span class=\"s2\">\"tagline\"<\/span> : <span class=\"s2\">\"You Know, for Search\"<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h3>Kibana \u53ef\u89c6\u5316\u5de5\u5177<\/h3>\n<p>\u53ea\u9700\u63d0\u4f9b\u4e00\u4e2a\u9009\u62e9\uff0c\u7528\u4e2d\u6587\u8fd9\u6837\u6539\u5199:<br \/>\n\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee http:\/\/localhost:5601\/app\/kibana\uff0c\u5982\u679c\u663e\u793a\u51fa\u5982\u4e0b\u6240\u793a\u7684\u9875\u9762\uff0c\u90a3\u5c31\u8868\u793a\u4e00\u5207\u6b63\u5e38\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/46-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-02-10 19.49.23.png\" \/><\/div>\n<h2>\u5b9e\u4f53\u5173\u7cfb\u56fe<\/h2>\n<p>\u7531\u4e8e\u73af\u5883\u5df2\u7ecf\u51c6\u5907\u5c31\u7eea\uff0c\u6211\u4eec\u5f00\u59cb\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u3002<br \/>\n\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u8868\u6765\u5b58\u50a8\u4e0e\u6f2b\u753b\u4fe1\u606f\u76f8\u5173\u7684\u4f5c\u8005\u3001\u51fa\u7248\u793e\u548c\u7c7b\u522b\uff0c\u5c31\u50cfER\u56fe\u4e00\u6837\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/49-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-02-09 14.46.36.png\" \/><\/div>\n<h2>\u521b\u5efa\u6a21\u578b\u548c\u8868<\/h2>\n<p>\u521b\u5efa\u8fc1\u79fb\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># migration\u30d5\u30a1\u30a4\u30eb\u306e\u4f5c\u6210<\/span>\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails g model author name:string\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails g model publisher name:string\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails g model category name:string\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails g model manga author:references publisher:references category:references title:string description:text\r\n\r\n<span class=\"c\"># \u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/span>\r\n\/app# bundle <span class=\"nb\">exec <\/span>rails db:migrate\r\n<\/code><\/pre>\n<h2>\u6570\u636e\u51c6\u5907<\/h2>\n<p>\u5728db\/seeds.rb\u4e2d\u51c6\u5907\u6570\u636e\u3002\uff08\u8fd9\u91cc\u6709\u8981\u6dfb\u52a0\u7684\u6570\u636e\u6837\u672c\uff09<\/p>\n<pre class=\"post-pre\"><code>\/app# db\/seeds.rb\u3092\u4fee\u6b63\u5f8c\u306b\u5b9f\u884c\r\nbundle <span class=\"nb\">exec <\/span>rails db:seed\r\n<\/code><\/pre>\n<h2>\u5728\u4e2d\u6587\u4e2d\u4f7f\u7528\u539f\u751f\u8bed\u8a00\u8868\u8fbe\u65f6\uff0c\u6709\u4ee5\u4e0b\u7684\u4e00\u4e2a\u9009\u9879\uff1a<\/h2>\n<p>\u6dfb\u52a0\u63a7\u5236\u5668\u3001\u89c6\u56fe\u548c\u8def\u7531\u3002<\/p>\n<p>\u4f7f\u7528Rails g\u547d\u4ee4\u521b\u5efa\u6587\u4ef6\uff0c\u5e76\u8fdb\u884c\u4fee\u6b63\u3002<\/p>\n<pre class=\"post-pre\"><code>\/app# bundle <span class=\"nb\">exec <\/span>rails g controller Mangas index <span class=\"nt\">--helper<\/span><span class=\"o\">=<\/span><span class=\"nb\">false<\/span> <span class=\"nt\">--assets<\/span><span class=\"o\">=<\/span><span class=\"nb\">false<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"k\">class<\/span> <span class=\"nc\">MangasController<\/span> <span class=\"o\">&lt;<\/span> <span class=\"no\">ApplicationController<\/span>\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">index<\/span>\r\n    <span class=\"vi\">@mangas<\/span> <span class=\"o\">=<\/span> <span class=\"no\">Manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">all<\/span>\r\n  <span class=\"k\">end<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"no\">Rails<\/span><span class=\"p\">.<\/span><span class=\"nf\">application<\/span><span class=\"p\">.<\/span><span class=\"nf\">routes<\/span><span class=\"p\">.<\/span><span class=\"nf\">draw<\/span> <span class=\"k\">do<\/span>\r\n  <span class=\"n\">resources<\/span> <span class=\"ss\">:mangas<\/span><span class=\"p\">,<\/span> <span class=\"ss\">only: <\/span><span class=\"sx\">%i(index)<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"nt\">&lt;h1&gt;<\/span>Mangas<span class=\"nt\">&lt;\/h1&gt;<\/span>\r\n\r\n<span class=\"nt\">&lt;table&gt;<\/span>\r\n  <span class=\"nt\">&lt;thead&gt;<\/span>\r\n    <span class=\"nt\">&lt;tr&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Aauthor<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Publisher<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Category<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Author<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Title<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th&gt;<\/span>Description<span class=\"nt\">&lt;\/th&gt;<\/span>\r\n      <span class=\"nt\">&lt;th<\/span> <span class=\"na\">colspan=<\/span><span class=\"s\">\"3\"<\/span><span class=\"nt\">&gt;&lt;\/th&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/tr&gt;<\/span>\r\n  <span class=\"nt\">&lt;\/thead&gt;<\/span>\r\n\r\n  <span class=\"nt\">&lt;tbody&gt;<\/span>\r\n    <span class=\"cp\">&lt;%<\/span> <span class=\"vi\">@mangas<\/span><span class=\"p\">.<\/span><span class=\"nf\">each<\/span> <span class=\"k\">do<\/span> <span class=\"o\">|<\/span><span class=\"n\">manga<\/span><span class=\"o\">|<\/span> <span class=\"cp\">%&gt;<\/span>\r\n      <span class=\"nt\">&lt;tr&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">author<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">publisher<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">category<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">author<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">title<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n        <span class=\"nt\">&lt;td&gt;<\/span><span class=\"cp\">&lt;%=<\/span> <span class=\"n\">manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">description<\/span> <span class=\"cp\">%&gt;<\/span><span class=\"nt\">&lt;\/td&gt;<\/span>\r\n      <span class=\"nt\">&lt;\/tr&gt;<\/span>\r\n    <span class=\"cp\">&lt;%<\/span> <span class=\"k\">end<\/span> <span class=\"cp\">%&gt;<\/span>\r\n  <span class=\"nt\">&lt;\/tbody&gt;<\/span>\r\n<span class=\"nt\">&lt;\/table&gt;<\/span>\r\n<\/code><\/pre>\n<h2>\u4f7f\u7528Bulma\u8fdb\u884c\u6837\u5f0f\u4fee\u6b63<\/h2>\n<p>\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u5f53\u8bbf\u95eehttp:\/\/localhost:3003\/mangas\u65f6\uff0c\u6ce8\u518c\u7684\u6570\u636e\u5c06\u4ee5\u5217\u8868\u5f62\u5f0f\u663e\u793a\u51fa\u6765\uff0c\u4f46\u662f\u7531\u4e8e\u5916\u89c2\u5f88\u7b80\u964b\uff0c\u56e0\u6b64\u6211\u4eec\u5c06\u4f7f\u7528\u540d\u4e3aBulma\u7684CSS\u6846\u67b6\u6765\u7a0d\u5fae\u7f8e\u5316\u5916\u89c2\u3002<\/p>\n<h3>Gem\u7684\u989d\u5916\u589e\u52a0<\/h3>\n<p>\u6dfb\u52a0 gem \u5e76\u8fd0\u884c bundle install<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">gem<\/span> <span class=\"s2\">\"bulma-rails\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"~&gt; 0.7.2\"<\/span>\r\n<\/code><\/pre>\n<p>\u5c06CSS\u66f4\u6539\u4e3aSCSS\uff0c\u5e76\u5bfc\u5165Bulma<\/p>\n<pre class=\"post-pre\"><code> <span class=\"o\">\/<\/span>\r\n <span class=\"o\">*=<\/span> <span class=\"nt\">require_tree<\/span> <span class=\"nc\">.<\/span>\r\n <span class=\"o\">*=<\/span> <span class=\"nt\">require_self<\/span>\r\n <span class=\"o\">*\/<\/span>\r\n\r\n <span class=\"o\">@<\/span><span class=\"nt\">import<\/span> <span class=\"s2\">\"bulma\"<\/span><span class=\"p\">;<\/span>\r\n<\/code><\/pre>\n<h3>\u6837\u5f0f\u7684\u8c03\u6574<\/h3>\n<p>\u66f4\u6b63\u8d44\u6599<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/71-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-02-10 22.55.20.png\" \/><\/div>\n<h2>\u6dfb\u52a0\u5230Elasticsearch\u7684\u5b9d\u77f3\u5e93<\/h2>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c06\u5f00\u59cb\u5bf9Elasticsearch\u76f8\u5173\u7684\u4fee\u6b63\uff0c\u867d\u7136\u524d\u8a00\u6709\u70b9\u957f\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528 Elastic \u5b98\u65b9\u4ed3\u5e93\u4e2d\u7684 gem\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">gem<\/span> <span class=\"s1\">'elasticsearch-model'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">github: <\/span><span class=\"s1\">'elasticsearch\/elasticsearch-rails'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">branch: <\/span><span class=\"s1\">'6.x'<\/span>\r\n<span class=\"n\">gem<\/span> <span class=\"s1\">'elasticsearch-rails'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">github: <\/span><span class=\"s1\">'elasticsearch\/elasticsearch-rails'<\/span><span class=\"p\">,<\/span> <span class=\"ss\">branch: <\/span><span class=\"s1\">'6.x'<\/span>\r\n<\/code><\/pre>\n<h3>Elasticsearch\u6a21\u578b<\/h3>\n<p>\u901a\u8fc7\u5c06Elasticsearch::Model\u6dfb\u52a0\u5230\u6a21\u578b\u4e2d\uff0c\u60a8\u5c06\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u65b9\u6cd5\u6765\u5904\u7406\u6587\u6863\u3002<\/p>\n<h3>Elasticsearch-rails \u5f39\u6027\u641c\u7d22\u680f\u67b6<\/h3>\n<p>\u636e\u8bf4\u53ef\u4ee5\u4f7f\u7528 Elasticsearch \u6765\u5b9a\u5236 rake \u4efb\u52a1\u3001\u65e5\u5fd7\u8bb0\u5f55\u5668\u4ee5\u53ca\u63d0\u4f9b\u6a21\u677f\u7b49\u3002<\/p>\n<h3>\u914d\u7f6e\u8a2d\u7f6e<\/h3>\n<p>\u8bbe\u7f6e\u8fde\u63a5\u76ee\u6807\u7684\u4fe1\u606f\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># \u300ces\u300d\u306fdocker-compose\u306eservices\u306b\u8a2d\u5b9a\u3057\u305f\u540d\u524d<\/span>\r\n<span class=\"n\">config<\/span> <span class=\"o\">=<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"ss\">host:  <\/span><span class=\"no\">ENV<\/span><span class=\"p\">[<\/span><span class=\"s1\">'ELASTICSEARCH_HOST'<\/span><span class=\"p\">]<\/span> <span class=\"o\">||<\/span> <span class=\"s2\">\"es:9200\/\"<\/span><span class=\"p\">,<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"no\">Elasticsearch<\/span><span class=\"o\">::<\/span><span class=\"no\">Model<\/span><span class=\"p\">.<\/span><span class=\"nf\">client<\/span> <span class=\"o\">=<\/span> <span class=\"no\">Elasticsearch<\/span><span class=\"o\">::<\/span><span class=\"no\">Client<\/span><span class=\"p\">.<\/span><span class=\"nf\">new<\/span><span class=\"p\">(<\/span><span class=\"n\">config<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h2>\u5173\u4e8econcerns\u7684\u6dfb\u52a0<\/h2>\n<p>\u6211\u5011\u5c07\u5275\u5efa\u4e00\u500b\u95dc\u65bc\u6574\u7406Elasticsearch\u76f8\u95dc\u64cd\u4f5c\u7684concern\u3002<\/p>\n<p>\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a&#8221;concern&#8221;\u7684\u6587\u4ef6\uff0c\u5e76\u5728\u6a21\u578b\u4e2d\u5305\u542b\u5b83\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">class<\/span> <span class=\"nc\">Manga<\/span> <span class=\"o\">&lt;<\/span> <span class=\"no\">ApplicationRecord<\/span>\r\n  <span class=\"kp\">include<\/span> <span class=\"no\">MangaSearchable<\/span>\r\n\r\n  <span class=\"n\">belongs_to<\/span> <span class=\"ss\">:author<\/span>\r\n  <span class=\"n\">belongs_to<\/span> <span class=\"ss\">:publisher<\/span>\r\n  <span class=\"n\">belongs_to<\/span> <span class=\"ss\">:category<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\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=\"c1\"># \u2460index\u540d<\/span>\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=\"c1\"># \u2461\u30de\u30c3\u30d4\u30f3\u30b0\u60c5\u5831<\/span>\r\n    <span class=\"n\">settings<\/span> <span class=\"k\">do<\/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=\"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\">'kuromoji'<\/span>\r\n        <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\">'kuromoji'<\/span>\r\n      <span class=\"k\">end<\/span>\r\n    <span class=\"k\">end<\/span>\r\n\r\n    <span class=\"c1\"># \u2462mapping\u306e\u5b9a\u7fa9\u306b\u5408\u308f\u305b\u3066index\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u60c5\u5831\u3092\u751f\u6210\u3059\u308b<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">as_indexed_json<\/span><span class=\"p\">(<\/span><span class=\"o\">*<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"n\">attributes<\/span>\r\n        <span class=\"p\">.<\/span><span class=\"nf\">symbolize_keys<\/span>\r\n        <span class=\"p\">.<\/span><span class=\"nf\">slice<\/span><span class=\"p\">(<\/span><span class=\"ss\">:id<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:title<\/span><span class=\"p\">,<\/span> <span class=\"ss\">:description<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"p\">.<\/span><span class=\"nf\">merge<\/span><span class=\"p\">(<\/span><span class=\"ss\">publisher: <\/span><span class=\"n\">publisher_name<\/span><span class=\"p\">,<\/span> <span class=\"ss\">author: <\/span><span class=\"n\">author_name<\/span><span class=\"p\">,<\/span> <span class=\"ss\">category: <\/span><span class=\"n\">category_name<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">publisher_name<\/span>\r\n    <span class=\"n\">publisher<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span>\r\n  <span class=\"k\">end<\/span>\r\n\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">author_name<\/span>\r\n    <span class=\"n\">author<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span>\r\n  <span class=\"k\">end<\/span>\r\n\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">category_name<\/span>\r\n    <span class=\"n\">category<\/span><span class=\"p\">.<\/span><span class=\"nf\">name<\/span>\r\n  <span class=\"k\">end<\/span>\r\n\r\n  <span class=\"n\">class_methods<\/span> <span class=\"k\">do<\/span>\r\n    <span class=\"c1\"># \u2463index\u3092\u4f5c\u6210\u3059\u308b\u30e1\u30bd\u30c3\u30c9<\/span>\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">create_index!<\/span>\r\n      <span class=\"n\">client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">__elasticsearch__<\/span><span class=\"p\">.<\/span><span class=\"nf\">client<\/span>\r\n      <span class=\"c1\"># \u3059\u3067\u306bindex\u3092\u4f5c\u6210\u6e08\u307f\u306e\u5834\u5408\u306f\u524a\u9664\u3059\u308b<\/span>\r\n      <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">indices<\/span><span class=\"p\">.<\/span><span class=\"nf\">delete<\/span> <span class=\"ss\">index: <\/span><span class=\"nb\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">index_name<\/span> <span class=\"k\">rescue<\/span> <span class=\"kp\">nil<\/span>\r\n      <span class=\"c1\"># index\u3092\u4f5c\u6210\u3059\u308b<\/span>\r\n      <span class=\"n\">client<\/span><span class=\"p\">.<\/span><span class=\"nf\">indices<\/span><span class=\"p\">.<\/span><span class=\"nf\">create<\/span><span class=\"p\">(<\/span><span class=\"ss\">index: <\/span><span class=\"nb\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">index_name<\/span><span class=\"p\">,<\/span>\r\n                            <span class=\"ss\">body: <\/span><span class=\"p\">{<\/span>\r\n                                <span class=\"ss\">settings: <\/span><span class=\"nb\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">settings<\/span><span class=\"p\">.<\/span><span class=\"nf\">to_hash<\/span><span class=\"p\">,<\/span>\r\n                                <span class=\"ss\">mappings: <\/span><span class=\"nb\">self<\/span><span class=\"p\">.<\/span><span class=\"nf\">mappings<\/span><span class=\"p\">.<\/span><span class=\"nf\">to_hash<\/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>\u2460\u8bbe\u7f6e\u7d22\u5f15\u540d\u79f0\u3002\u4e3a\u4e86\u9632\u6b62\u9519\u8bef\u64cd\u4f5c\uff0c\u6211\u4eec\u8981\u5305\u542b\u73af\u5883\u540d\u79f0\u3002<\/p>\n<p>\u6211\u5011\u6b63\u5728\u5b9a\u7fa9\u767b\u8a18\u6587\u4ef6\u6620\u5c04\u4fe1\u606f\u3002\u5728\u9019\u88e1\uff0c\u60a8\u53ef\u4ee5\u6307\u5b9a\u5b57\u6bb5\u985e\u578b\u3001\u4f7f\u7528\u7684\u5206\u6790\u5668\u7b49\u3002\u540c\u6642\uff0c\u60a8\u4e5f\u53ef\u4ee5\u5b9a\u7fa9\u8a2d\u7f6e\u4fe1\u606f\uff0c\u4f46\u5728\u9019\u500b\u4f8b\u5b50\u4e2d\uff0c\u6211\u5011\u5c07\u4fdd\u6301\u9810\u8a2d\u8a2d\u7f6e\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u65b9\u6cd5\uff0c\u7528\u4e8e\u6839\u636e\u5df2\u7ecf\u5b9a\u4e49\u7684\u6620\u5c04\u4fe1\u606f\uff0c\u5c06\u6a21\u578b\u7684\u4fe1\u606f\u8f6c\u6362\u4e3aJSON\u4ee5\u8fdb\u884c\u6ce8\u518c\u3002<\/p>\n<p>\u2463 \u521b\u5efa\u7d22\u5f15\u7684\u65b9\u6cd5\u3002\u5982\u679c\u5df2\u7ecf\u521b\u5efa\u8fc7\uff0c\u5219\u5148\u8fdb\u884c\u5220\u9664\u5904\u7406\u518d\u91cd\u65b0\u521b\u5efa\u3002<\/p>\n<h2>\u786e\u8ba4\u52a8\u4f5c<\/h2>\n<p>\u901a\u8fc7\u5305\u62ecElasticsearch::Model\uff0c\u53ef\u4ee5\u4f7f\u7528\u6dfb\u52a0\u5230gem\u4e2d\u7684\u65b9\u6cd5\u7b49\u3002<br \/>\n\u6211\u4eec\u6765\u5728\u63a7\u5236\u53f0\u4e0a\u8fdb\u884c\u9a8c\u8bc1\u3002<\/p>\n<h3>\u786e\u8ba4\u8fde\u63a5\u5230Elasticsearch\u3002<\/h3>\n<pre class=\"post-pre\"><code>pry<span class=\"o\">(<\/span>main<span class=\"o\">)&gt;<\/span> Manga.__elasticsearch__.client.cluster.health\r\n<span class=\"o\">=&gt;<\/span> <span class=\"o\">{<\/span><span class=\"s2\">\"cluster_name\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"s2\">\"rails-sample-cluster\"<\/span>,\r\n <span class=\"s2\">\"status\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"s2\">\"green\"<\/span>,\r\n <span class=\"s2\">\"timed_out\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"nb\">false<\/span>,\r\n <span class=\"s2\">\"number_of_nodes\"<\/span><span class=\"o\">=&gt;<\/span>1,\r\n <span class=\"s2\">\"number_of_data_nodes\"<\/span><span class=\"o\">=&gt;<\/span>1,\r\n <span class=\"s2\">\"active_primary_shards\"<\/span><span class=\"o\">=&gt;<\/span>1,\r\n <span class=\"s2\">\"active_shards\"<\/span><span class=\"o\">=&gt;<\/span>1,\r\n <span class=\"s2\">\"relocating_shards\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"initializing_shards\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"unassigned_shards\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"delayed_unassigned_shards\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"number_of_pending_tasks\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"number_of_in_flight_fetch\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"task_max_waiting_in_queue_millis\"<\/span><span class=\"o\">=&gt;<\/span>0,\r\n <span class=\"s2\">\"active_shards_percent_as_number\"<\/span><span class=\"o\">=&gt;<\/span>100.0<span class=\"o\">}<\/span>\r\n<span class=\"o\">[<\/span>5] pry<span class=\"o\">(<\/span>main<span class=\"o\">)&gt;<\/span>\r\n<\/code><\/pre>\n<h3>\u521b\u5efa\u7d22\u5f15<\/h3>\n<pre class=\"post-pre\"><code>\r\npry<span class=\"o\">(<\/span>main<span class=\"o\">)&gt;<\/span> Manga.create_index!\r\n<span class=\"o\">=&gt;<\/span> <span class=\"o\">{<\/span><span class=\"s2\">\"acknowledged\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"nb\">true<\/span>, <span class=\"s2\">\"shards_acknowledged\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"nb\">true<\/span>, <span class=\"s2\">\"index\"<\/span><span class=\"o\">=&gt;<\/span><span class=\"s2\">\"es_manga_development\"<\/span><span class=\"o\">}<\/span>\r\n\r\n<\/code><\/pre>\n<h3>\u6570\u636e\u7684\u767b\u8bb0<\/h3>\n<p>\u4f7f\u7528import\u65b9\u6cd5\u5c06\u6a21\u578b\u4fe1\u606f\u8fdb\u884c\u6ce8\u518c\u3002\u5c06\u4e4b\u524d\u6dfb\u52a0\u7684as_indexed_json\u683c\u5f0f\u8fdb\u884c\u8f6c\u6362\uff0c\u4ee5\u5c06\u6570\u636e\u8fdb\u884c\u6ce8\u518c\u3002<\/p>\n<pre class=\"post-pre\"><code>pry<span class=\"o\">(<\/span>main<span class=\"o\">)&gt;<\/span> Manga.__elasticsearch__.import\r\n   <span class=\"o\">(<\/span>5.5ms<span class=\"o\">)<\/span>  SET NAMES utf8,  @@SESSION.sql_mode <span class=\"o\">=<\/span> CONCAT<span class=\"o\">(<\/span>CONCAT<span class=\"o\">(<\/span>@@sql_mode, <span class=\"s1\">',STRICT_ALL_TABLES'<\/span><span class=\"o\">)<\/span>, <span class=\"s1\">',NO_AUTO_VALUE_ON_ZERO'<\/span><span class=\"o\">)<\/span>,  @@SESSION.sql_auto_is_null <span class=\"o\">=<\/span> 0, @@SESSION.wait_timeout <span class=\"o\">=<\/span> 2147483\r\n  Manga Load <span class=\"o\">(<\/span>3.0ms<span class=\"o\">)<\/span>  SELECT  <span class=\"sb\">`<\/span>mangas<span class=\"sb\">`<\/span>.<span class=\"k\">*<\/span> FROM <span class=\"sb\">`<\/span>mangas<span class=\"sb\">`<\/span> ORDER BY <span class=\"sb\">`<\/span>mangas<span class=\"sb\">`<\/span>.<span class=\"sb\">`<\/span><span class=\"nb\">id<\/span><span class=\"sb\">`<\/span> ASC LIMIT 1000\r\n  Publisher Load <span class=\"o\">(<\/span>3.3ms<span class=\"o\">)<\/span>  SELECT  <span class=\"sb\">`<\/span>publishers<span class=\"sb\">`<\/span>.<span class=\"k\">*<\/span> FROM <span class=\"sb\">`<\/span>publishers<span class=\"sb\">`<\/span> WHERE <span class=\"sb\">`<\/span>publishers<span class=\"sb\">`<\/span>.<span class=\"sb\">`<\/span><span class=\"nb\">id<\/span><span class=\"sb\">`<\/span> <span class=\"o\">=<\/span> 1 LIMIT 1\r\n  Author Load <span class=\"o\">(<\/span>0.5ms<span class=\"o\">)<\/span>  SELECT  <span class=\"sb\">`<\/span>authors<span class=\"sb\">`<\/span>.<span class=\"k\">*<\/span> FROM <span class=\"sb\">`<\/span>authors<span class=\"sb\">`<\/span> WHERE <span class=\"sb\">`<\/span>authors<span class=\"sb\">`<\/span>.<span class=\"sb\">`<\/span><span class=\"nb\">id<\/span><span class=\"sb\">`<\/span> <span class=\"o\">=<\/span> 1 LIMIT 1\r\n<\/code><\/pre>\n<h2>\u6dfb\u52a0\u641c\u7d22\u529f\u80fd<\/h2>\n<p>\u7531\u4e8e\u8fde\u63a5\u5230 Elasticsearch \u5e76\u6210\u529f\u6ce8\u518c\u6570\u636e\uff0c\u6240\u4ee5\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u521b\u5efa\u641c\u7d22\u529f\u80fd\u3002<\/p>\n<h3>\u589e\u52a0\u4e00\u4e2a\u7528\u4e8e\u641c\u7d22\u7684\u65b9\u6cd5<\/h3>\n<p>\u6211\u5011\u5c07\u70baconcern\u6dfb\u52a0\u4e00\u500b\u7528\u65bc\u641c\u7d22\u7684\u65b9\u6cd5\u3002\u5728\u9019\u500b\u4f8b\u5b50\u4e2d\uff0c\u6211\u5011\u4f7f\u7528multi_match\u548ccross_fields\u4f86\u641c\u7d22\u8207\u591a\u500b\u5b57\u6bb5\u4e2d\u7684\u4efb\u610f\u5b57\u6bb5\u5339\u914d\u7684\u5167\u5bb9\u3002\u6709\u95dc\u53ef\u6307\u5b9a\u7684\u67e5\u8a62\u7b49\u8a73\u7d30\u4fe1\u606f\uff0c\u8acb\u53c3\u95b1\u6587\u6a94\u3002<\/p>\n<pre class=\"post-pre\"><code>  <span class=\"n\">class_methods<\/span> <span class=\"k\">do<\/span>\r\n    <span class=\"c1\"># ...<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">es_search<\/span><span class=\"p\">(<\/span><span class=\"n\">query<\/span><span class=\"p\">)<\/span>\r\n      <span class=\"n\">__elasticsearch__<\/span><span class=\"p\">.<\/span><span class=\"nf\">search<\/span><span class=\"p\">({<\/span>\r\n        <span class=\"ss\">query: <\/span><span class=\"p\">{<\/span>\r\n          <span class=\"ss\">multi_match: <\/span><span class=\"p\">{<\/span>\r\n            <span class=\"ss\">fields: <\/span><span class=\"sx\">%w(id publisher author category title description)<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">type: <\/span><span class=\"s1\">'cross_fields'<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">query: <\/span><span class=\"n\">query<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"ss\">operator: <\/span><span class=\"s1\">'and'<\/span>\r\n          <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<h3>\u63a7\u5236\u5668\u7684\u4fee\u6539<\/h3>\n<p>\u4f7f\u7528\u63a5\u6536\u5230\u7684search_word\u53c2\u6570\uff0c\u5e76\u901a\u8fc7\u4e4b\u524d\u521b\u5efa\u7684es_search\u65b9\u6cd5\u8fdb\u884c\u641c\u7d22\u3002\u5982\u679c\u641c\u7d22\u8bcd\u4e3a\u7a7a\uff0c\u5219\u83b7\u53d6\u6240\u6709\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">class<\/span> <span class=\"nc\">MangasController<\/span> <span class=\"o\">&lt;<\/span> <span class=\"no\">ApplicationController<\/span>\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">index<\/span>\r\n    <span class=\"vi\">@mangas<\/span> <span class=\"o\">=<\/span> <span class=\"k\">if<\/span> <span class=\"n\">search_word<\/span><span class=\"p\">.<\/span><span class=\"nf\">present?<\/span>\r\n                <span class=\"no\">Manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">es_search<\/span><span class=\"p\">(<\/span><span class=\"n\">search_word<\/span><span class=\"p\">).<\/span><span class=\"nf\">records<\/span>\r\n              <span class=\"k\">else<\/span>\r\n                <span class=\"no\">Manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">all<\/span>\r\n              <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n\r\n  <span class=\"kp\">private<\/span>\r\n\r\n    <span class=\"k\">def<\/span> <span class=\"nf\">search_word<\/span>\r\n      <span class=\"vi\">@search_word<\/span> <span class=\"o\">||=<\/span> <span class=\"n\">params<\/span><span class=\"p\">[<\/span><span class=\"ss\">:search_word<\/span><span class=\"p\">]<\/span>\r\n    <span class=\"k\">end<\/span>\r\n<span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<h3>\u4fee\u6539\u89c6\u56fe<\/h3>\n<p>\u6dfb\u52a0\u641c\u7d22\u6846\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\n\/\/ ...\r\n    <span class=\"nt\">&lt;\/div&gt;<\/span>\r\n  <span class=\"nt\">&lt;\/div&gt;<\/span>\r\n<span class=\"nt\">&lt;\/section&gt;<\/span>\r\n\r\n\/\/ \u30d8\u30c3\u30c0\u30fc\u3068\u30c6\u30fc\u30d6\u30eb\u306e\u9593\u306b\u691c\u7d22\u7a93\u3092\u8ffd\u52a0\r\n<span class=\"nt\">&lt;div<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"container\"<\/span> <span class=\"na\">style=<\/span><span class=\"s\">\"margin-top: 30px\"<\/span><span class=\"nt\">&gt;<\/span>\r\n  <span class=\"cp\">&lt;%=<\/span> <span class=\"n\">form_tag<\/span><span class=\"p\">(<\/span><span class=\"n\">mangas_path<\/span><span class=\"p\">,<\/span> <span class=\"ss\">method: :get<\/span><span class=\"p\">,<\/span> <span class=\"ss\">class: <\/span><span class=\"s2\">\"field has-addons has-addons-centered\"<\/span><span class=\"p\">)<\/span> <span class=\"k\">do<\/span> <span class=\"cp\">%&gt;<\/span>\r\n    <span class=\"nt\">&lt;div<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"control\"<\/span><span class=\"nt\">&gt;<\/span>\r\n      <span class=\"cp\">&lt;%=<\/span> <span class=\"n\">text_field_tag<\/span> <span class=\"ss\">:search_word<\/span><span class=\"p\">,<\/span> <span class=\"vi\">@search_word<\/span><span class=\"p\">,<\/span> <span class=\"ss\">class: <\/span><span class=\"s2\">\"input\"<\/span><span class=\"p\">,<\/span> <span class=\"ss\">placeholder: <\/span><span class=\"s2\">\"\u6f2b\u753b\u3092\u691c\u7d22\u3059\u308b\"<\/span> <span class=\"cp\">%&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/div&gt;<\/span>\r\n    <span class=\"nt\">&lt;div<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"control\"<\/span><span class=\"nt\">&gt;<\/span>\r\n      <span class=\"cp\">&lt;%=<\/span> <span class=\"n\">submit_tag<\/span> <span class=\"s2\">\"\u691c\u7d22\"<\/span><span class=\"p\">,<\/span> <span class=\"ss\">class: <\/span><span class=\"s2\">\"button is-info\"<\/span> <span class=\"cp\">%&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/div&gt;<\/span>\r\n  <span class=\"cp\">&lt;%<\/span> <span class=\"k\">end<\/span> <span class=\"cp\">%&gt;<\/span>\r\n<span class=\"nt\">&lt;\/div&gt;<\/span>\r\n\r\n\r\n<span class=\"nt\">&lt;div<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"container\"<\/span> <span class=\"na\">style=<\/span><span class=\"s\">\"margin-top: 50px\"<\/span><span class=\"nt\">&gt;<\/span>\r\n  <span class=\"nt\">&lt;table<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"table is-striped is-hoverable\"<\/span><span class=\"nt\">&gt;<\/span>\r\n\/\/ ...\r\n\r\n<\/code><\/pre>\n<h3>\u786e\u8ba4\u52a8\u4f5c<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/113-0.gif\" alt=\"search_sample2.mov.gif\" \/><\/div>\n<h2>\u5206\u9801<\/h2>\n<p>\u73b0\u5728\u641c\u7d22\u5df2\u7ecf\u53ef\u4ee5\u5de5\u4f5c\u4e86\uff0c\u4f46\u662f\u663e\u793a\u6240\u6709\u641c\u7d22\u7ed3\u679c\u7684\u6570\u636e\u6709\u70b9\u5fae\u5999\uff0c\u6240\u4ee5\u6211\u4eec\u4f1a\u6dfb\u52a0\u5206\u9875\u529f\u80fd\u3002<\/p>\n<h3>\u6dfb\u52a0\u5b9d\u77f3<\/h3>\n<pre class=\"post-pre\"><code><span class=\"n\">gem<\/span> <span class=\"s1\">'kaminari'<\/span>\r\n<\/code><\/pre>\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5fc5\u9808\u5c07\u5176\u6dfb\u52a0\u5230Elasticsearch gem\u4e4b\u4e0a\u3002<br \/>\nhttps:\/\/github.com\/elastic\/elasticsearch-rails\/tree\/master\/elasticsearch-model#pagination<\/p>\n<blockquote><p>\u5728\u4f60\u7684Gemfile\u4e2d\uff0c\u6216\u8005\u5728\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5fc5\u987b\u5148\u6dfb\u52a0\u5206\u9875\u5b9d\u77f3\u518d\u6dfb\u52a0Elasticsearch\u5b9d\u77f3\u3002<\/p><\/blockquote>\n<h3>\u63a7\u5236\u5668\u4fee\u6539\u4fee\u6b63<\/h3>\n<p>\u5c06\u5728Elasticsearch\u54cd\u5e94\u4e2d\u6dfb\u52a0\u9875\u9762\u548c\u6bcf\u9875\u7ed3\u679c\u6570\u7684\u53c2\u6570\u3002\u540c\u65f6\uff0c\u8fd8\u4f1a\u5728\u4e0d\u901a\u8fc7Elasticsearch\u8fdb\u884c\u641c\u7d22\u7684\u60c5\u51b5\u4e0b\u6dfb\u52a0\u8fd9\u4e9b\u53c2\u6570\u3002<\/p>\n<pre class=\"post-pre\"><code>  <span class=\"k\">def<\/span> <span class=\"nf\">index<\/span>\r\n    <span class=\"vi\">@mangas<\/span> <span class=\"o\">=<\/span> <span class=\"k\">if<\/span> <span class=\"n\">search_word<\/span><span class=\"p\">.<\/span><span class=\"nf\">present?<\/span>\r\n                <span class=\"no\">Manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">es_search<\/span><span class=\"p\">(<\/span><span class=\"n\">search_word<\/span><span class=\"p\">).<\/span><span class=\"nf\">page<\/span><span class=\"p\">(<\/span><span class=\"n\">params<\/span><span class=\"p\">[<\/span><span class=\"ss\">:page<\/span><span class=\"p\">]<\/span> <span class=\"o\">||<\/span> <span class=\"mi\">1<\/span><span class=\"p\">).<\/span><span class=\"nf\">per<\/span><span class=\"p\">(<\/span><span class=\"mi\">5<\/span><span class=\"p\">).<\/span><span class=\"nf\">records<\/span>\r\n              <span class=\"k\">else<\/span>\r\n                <span class=\"no\">Manga<\/span><span class=\"p\">.<\/span><span class=\"nf\">page<\/span><span class=\"p\">(<\/span><span class=\"n\">params<\/span><span class=\"p\">[<\/span><span class=\"ss\">:page<\/span><span class=\"p\">]<\/span> <span class=\"o\">||<\/span> <span class=\"mi\">1<\/span><span class=\"p\">).<\/span><span class=\"nf\">per<\/span><span class=\"p\">(<\/span><span class=\"mi\">5<\/span><span class=\"p\">)<\/span>\r\n              <span class=\"k\">end<\/span>\r\n  <span class=\"k\">end<\/span>\r\n<\/code><\/pre>\n<h3>\u67e5\u770b\u7684\u4fee\u6539<\/h3>\n<p>\u6211\u5c06\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u5e94\u7528Bulma\u6837\u5f0f\u7684Kaminari\u6a21\u677f\u3002<\/p>\n<pre class=\"post-pre\"><code>\/app# bundle <span class=\"nb\">exec <\/span>rails g kaminari:views default\r\n<\/code><\/pre>\n<p>\u5f53\u6267\u884c\u6b64\u64cd\u4f5c\u65f6\uff0c\u4f1a\u5728app\/views\/kaminari\u76ee\u5f55\u4e0b\u751f\u6210\u6587\u4ef6\uff0c\u6211\u4eec\u9010\u6b65\u5bf9\u8fd9\u4e9b\u6587\u4ef6\u8fdb\u884c\u4fee\u6539\u3002<br \/>\n\u7531\u4e8e\u6709\u8bb8\u591a\u7ec6\u5fae\u7684\u4fee\u6539\uff0c\u8fd9\u91cc\u5c31\u4e0d\u4e00\u4e00\u5217\u4e3e\u4e86\uff0c\u4fee\u6b63\u7248\u5c06\u4f1a\u53d1\u5e03\u5728\u8fd9\u91cc\u3002<\/p>\n<h2>\u6982\u62ec<\/h2>\n<p>\u8fd9\u6b21\u7a0d\u5fae\u53d8\u957f\u4e86\u4e00\u70b9\uff0c\u6211\u4f7f\u7528docker-compose\u6765\u521b\u5efa\u4e86\u4e00\u4e2a\u73af\u5883\uff0c\u4ecerails new\u5f00\u59cb\uff0c\u7136\u540e\u5236\u4f5c\u4e86\u4e00\u4e2a\u4f7f\u7528Elasticsearch\u8fdb\u884c\u641c\u7d22\u7684\u6837\u4f8b\u5e94\u7528\u7a0b\u5e8f\u3002<br \/>\n\u76ee\u524d\u5df2\u7ecf\u5b8c\u6210\u4e86\u4e00\u4e2a\u53ef\u4ee5\u8fd0\u884c\u7684\u7248\u672c\uff0c\u6240\u4ee5\u4e0b\u6b21\u6211\u6253\u7b97\u5199\u4e00\u4e9b\u66f4\u6df1\u5165\u7684\u5185\u5bb9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u7531\u4e8e\u5728Rails\u5e94\u7528\u4e2d\u6709\u673a\u4f1a\u5b9e\u73b0\u57fa\u4e8eElasticsearch\u7684\u641c\u7d22\u529f\u80fd\uff0c\u56e0\u6b64\u8ba1\u5212\u5c06\u5728\u6b64\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u7814\u7a76 [&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-40988","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>\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f - 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\/\u4f7f\u7528rails\u548celasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u7531\u4e8e\u5728Rails\u5e94\u7528\u4e2d\u6709\u673a\u4f1a\u5b9e\u73b0\u57fa\u4e8eElasticsearch\u7684\u641c\u7d22\u529f\u80fd\uff0c\u56e0\u6b64\u8ba1\u5212\u5c06\u5728\u6b64\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u7814\u7a76 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528rails\u548celasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2022-12-22T08:18:43+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-03T23:27:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/6-0.gif\" \/>\n<meta name=\"author\" content=\"\u65b0, \u97f5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u65b0, \u97f5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \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%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/\",\"name\":\"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2022-12-22T08:18:43+00:00\",\"dateModified\":\"2024-05-03T23:27:05+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/4ba4019495123db3038fd0809e6959c9\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\"}]},{\"@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\/4ba4019495123db3038fd0809e6959c9\",\"name\":\"\u65b0, \u97f5\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/d484b6c6e4ae82e8a9efea989e1d2af46d9b6ef128101e63b18f559fca0ae627?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/d484b6c6e4ae82e8a9efea989e1d2af46d9b6ef128101e63b18f559fca0ae627?s=96&d=mm&r=g\",\"caption\":\"\u65b0, \u97f5\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunxin\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f - 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\/\u4f7f\u7528rails\u548celasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f","og_description":"\u9996\u5148 \u7531\u4e8e\u5728Rails\u5e94\u7528\u4e2d\u6709\u673a\u4f1a\u5b9e\u73b0\u57fa\u4e8eElasticsearch\u7684\u641c\u7d22\u529f\u80fd\uff0c\u56e0\u6b64\u8ba1\u5212\u5c06\u5728\u6b64\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u7684\u7814\u7a76 [&hellip;]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528rails\u548celasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2022-12-22T08:18:43+00:00","article_modified_time":"2024-05-03T23:27:05+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d445e37434c4406c9f091\/6-0.gif"}],"author":"\u65b0, \u97f5","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u65b0, \u97f5","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"7 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/","name":"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2022-12-22T08:18:43+00:00","dateModified":"2024-05-03T23:27:05+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/4ba4019495123db3038fd0809e6959c9"},"breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4f7f\u7528Rails\u548cElasticsearch\u6765\u521b\u5efa\u641c\u7d22\u529f\u80fd\u5e76\u8fdb\u884c\u5404\u79cd\u8bd5\u9a8c-\u7b2c\u4e00\u90e8\u5206\uff1a\u521b\u5efa\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f"}]},{"@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\/4ba4019495123db3038fd0809e6959c9","name":"\u65b0, \u97f5","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/d484b6c6e4ae82e8a9efea989e1d2af46d9b6ef128101e63b18f559fca0ae627?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d484b6c6e4ae82e8a9efea989e1d2af46d9b6ef128101e63b18f559fca0ae627?s=96&d=mm&r=g","caption":"\u65b0, \u97f5"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yunxin\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8rails%e5%92%8celasticsearch%e6%9d%a5%e5%88%9b%e5%bb%ba%e6%90%9c%e7%b4%a2%e5%8a%9f%e8%83%bd%e5%b9%b6%e8%bf%9b%e8%a1%8c%e5%90%84%e7%a7%8d%e8%af%95%e9%aa%8c-%e7%ac%ac%e4%b8%80%e9%83%a8\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40988","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\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=40988"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40988\/revisions"}],"predecessor-version":[{"id":96951,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/40988\/revisions\/96951"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=40988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=40988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=40988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}