{"id":27,"date":"2024-09-08T16:52:20","date_gmt":"2024-09-08T07:52:20","guid":{"rendered":"https:\/\/dexall.co.jp\/articles\/?p=27"},"modified":"2025-03-24T08:55:09","modified_gmt":"2025-03-23T23:55:09","slug":"ruby-on-rails%e3%81%a7%e5%ae%9f%e7%8f%be%e3%81%99%e3%82%8b%e8%b6%85%e9%ab%98%e9%80%9f%e3%82%a2%e3%83%97%e3%83%aa%e3%82%b1%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%ef%bc%9aredis%e3%83%9e%e3%82%b9%e3%82%bf","status":"publish","type":"post","link":"https:\/\/dexall.co.jp\/articles\/?p=27","title":{"rendered":"Ruby on Rails\u3067\u5b9f\u73fe\u3059\u308b\u8d85\u9ad8\u901f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff1aRedis\u30de\u30b9\u30bf\u30fc\u6d3b\u7528\u30ac\u30a4\u30c9\u3010\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u7de8\u3011"},"content":{"rendered":"\n<p>Ruby on Rails\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u9ad8\u6027\u80fd\u3067\u62e1\u5f35\u6027\u306e\u9ad8\u3044Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<br>\u672c\u8a18\u4e8b\u3067\u306f\u3001Redis\u3092\u6d3b\u7528\u3057\u3066Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u6cd5\u3092\u3001\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u304b\u3089\u9ad8\u5ea6\u306a\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af\u3001\u5b9f\u969b\u306e\u6210\u529f\u4e8b\u4f8b\u307e\u3067\u3001\u5305\u62ec\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3053\u306e\u8a18\u4e8b\u3092\u901a\u3058\u3066\u7406\u89e3\u3067\u304d\u308b7\u3064\u306e\u3053\u3068<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>Redis\u3092Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5c0e\u5165\u3059\u308b\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u65b9\u6cd5<\/li>\n\n\n\n<li>\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3001\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc\u306b\u304a\u3051\u308bRedis\u306e\u52b9\u679c\u7684\u306a\u6d3b\u7528\u6cd5<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306eRedis\u306e\u9ad8\u5ea6\u306a\u4f7f\u7528\u30c6\u30af\u30cb\u30c3\u30af<\/li>\n\n\n\n<li>Redis\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u6700\u9069\u5316\u306e\u5177\u4f53\u7684\u306a\u65b9\u6cd5<\/li>\n\n\n\n<li>Ruby on Rails\u00d7Redis\u74b0\u5883\u3067\u306e\u4e00\u822c\u7684\u306a\u554f\u984c\u3068\u305d\u306e\u89e3\u6c7a\u7b56<\/li>\n\n\n\n<li>\u5b9f\u969b\u306e\u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u6d3b\u7528\u306e\u6210\u529f\u4e8b\u4f8b<\/li>\n\n\n\n<li>Ruby on Rails\u3068Redis\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6b21\u4e16\u4ee3Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u671b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/xs392991\/dexall.co.jp\/public_html\/articles\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/xs392991\/dexall.co.jp\/public_html\/articles\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/xs392991\/dexall.co.jp\/public_html\/articles\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"\u76ee\u6b21\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <span><\/span>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-0\">1. \u306f\u3058\u3081\u306b\uff1aRuby on Rails\u3068Redis\u306e\u5f37\u529b\u306a\u7d44\u307f\u5408\u308f\u305b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">Redis\u304c\u89e3\u6c7a\u3059\u308b\u5178\u578b\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u554f\u984c<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-4\">2. Ruby on Rails\u3067\u306eRedis\u8a2d\u5b9a\uff1a\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067<\/a>  <\/li>  <li>    <a href=\"#i-19\">3. Redis\u3092\u6d3b\u7528\u3057\u305fRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9ad8\u901f\u5316\u6226\u7565<\/a>  <\/li>  <li>    <a href=\"#i-35\">4. \u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u306e\u9ad8\u5ea6\u306a\u6d3b\u7528\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-51\">5. Redis\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff1aRuby on Rails\u958b\u767a\u8005\u306e\u305f\u3081\u306e\u6700\u9069\u5316\u30ac\u30a4\u30c9<\/a>      <\/li>      <li>        <a href=\"#i-66\">\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-70\">\u5b9f\u8df5\u4f8b\uff1a\u5927\u898f\u6a21 Rails \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6700\u9069\u5316<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-72\">6. \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/a>  <\/li>  <li>    <a href=\"#i-87\">7. \u5b9f\u8df5\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff1aRedis\u3092\u6d3b\u7528\u3057\u305f\u5927\u898f\u6a21Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6210\u529f\u4e8b\u4f8b<\/a>  <\/li>  <li class=\"last\">    <a href=\"#i-98\">8. \u307e\u3068\u3081\uff1aRuby on Rails\u3068Redis\u3067\u5b9f\u73fe\u3059\u308b\u6b21\u4e16\u4ee3\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/a>  <\/li><\/ul>\n      <a href=\"#\" class=\"sgb-toc-button js-toc-button\" rel=\"nofollow\" data-open-dialog=\"true\"><i class=\"fa fa-list\"><\/i><span class=\"sgb-toc-button__text\">\u76ee\u6b21\u3078<\/span><\/a>\n    <\/div><\/div><h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-0\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">1. \u306f\u3058\u3081\u306b\uff1aRuby on Rails\u3068Redis\u306e\u5f37\u529b\u306a\u7d44\u307f\u5408\u308f\u305b<\/span><\/span><\/h2>\n\n\n\n<p>\u73fe\u4ee3\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u304a\u3044\u3066\u3001\u9ad8\u901f\u3067\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002<br>Ruby on Rails\uff08\u4ee5\u4e0b\u3001Rails\uff09\u306f\u3001\u305d\u306e\u751f\u7523\u6027\u306e\u9ad8\u3055\u3068\u8c4a\u5bcc\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u591a\u304f\u306e\u958b\u767a\u8005\u304b\u3089\u652f\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5927\u898f\u6a21\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u308b\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3053\u3053\u3067\u767b\u5834\u3059\u308b\u306e\u304c\u3001\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u300cRedis\u300d\u3067\u3059\u3002<br>Rails\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u5f37\u529b\u306a\u624b\u6bb5\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bRedis\u304c\u5fc5\u8981\u306a\u7406\u7531<\/h3>\n\n\n\n<p>Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001Redis\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redis\u5c0e\u5165\u76ee\u76845\u9078<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ol class=\"wp-block-list\">\n<li><strong>\u9ad8\u901f\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0<\/strong>: Redis\u306e\u30a4\u30f3\u30e1\u30e2\u30ea\u6027\u80fd\u3092\u6d3b\u304b\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u30ec\u30b9\u30dd\u30f3\u30b9\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406<\/strong>: \u5927\u898f\u6a21\u306a\u30e6\u30fc\u30b6\u30fc\u30d9\u30fc\u30b9\u3092\u6301\u3064\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc<\/strong>: \u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u306e\u7ba1\u7406\u3068\u5b9f\u884c\u3092\u6700\u9069\u5316\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/strong>: WebSocket\u3092\u4f7f\u7528\u3057\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6a5f\u80fd\u306e\u5b9f\u88c5\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8<\/strong>: API\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5236\u9650\u3092\u52b9\u7387\u7684\u306b\u5b9f\u88c5\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u30ea\u30bd\u30fc\u30b9\u3092\u4fdd\u8b77\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\">Redis\u304c\u89e3\u6c7a\u3059\u308b\u5178\u578b\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">Redis\u5c0e\u5165\u306b\u3088\u308b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u4f8b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af<\/strong>: \u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092Redis\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306e\u80a5\u5927\u5316<\/strong>: \u30bb\u30c3\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092Redis\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u6291\u5236\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u306e\u9045\u5ef6<\/strong>: Sidekiq\u306a\u3069\u306e\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc\u30b7\u30b9\u30c6\u30e0\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u975e\u540c\u671f\u51e6\u7406\u3092\u52b9\u7387\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8907\u96d1\u306a\u96c6\u8a08\u51e6\u7406\u306e\u9045\u5ef6<\/strong>: \u96c6\u8a08\u7d50\u679c\u3092Redis\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3059\u308b\u3053\u3068\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u8868\u793a\u306a\u3069\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>Rails\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306f\u3001Redis\u306e\u6d3b\u7528\u304c\u6a19\u6e96\u7684\u306a\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<br>\u5927\u898f\u6a21\u306a\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u591a\u304f\u304c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u5411\u4e0a\u306bRedis\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bRedis\u3092\u7d71\u5408\u3057\u3001\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<br>\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u304b\u3089\u9ad8\u5ea6\u306a\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af\u3001\u305d\u3057\u3066\u5b9f\u8df5\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u307e\u3067\u3001\u5e45\u5e83\u304f\u30ab\u30d0\u30fc\u3057\u3066\u3044\u304d\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u6700\u5f8c\u307e\u3067\u304a\u4ed8\u304d\u5408\u3044\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-4\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">2. Ruby on Rails\u3067\u306eRedis\u8a2d\u5b9a\uff1a\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067<\/span><\/span><\/h1>\n\n\n\n<p>Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067Redis\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u9069\u5207\u306a\u8a2d\u5b9a\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u304b\u3089\u74b0\u5883\u5225\u306e\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3001\u6bb5\u968e\u7684\u306b\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">Redis gem\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u624b\u9806<\/h3>\n\n\n\n<p>\u307e\u305a\u3001Redis\u3092Rails\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5c0e\u5165\u3059\u308b\u305f\u3081\u306e\u624b\u9806\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-6\">1. Gemfile\u306b\u4ee5\u4e0b\u306e\u884c\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">gem 'redis', '~&gt; 4.0'<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-7\">2. \u30bf\u30fc\u30df\u30ca\u30eb\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066gem\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">bundle install<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-8\">3. <code>config\/initializers\/redis.rb<\/code> \u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u57fa\u672c\u7684\u306a\u63a5\u7d9a\u8a2d\u5b9a\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">$redis = Redis.new(\n  url: ENV['REDIS_URL'] || 'redis:\/\/localhost:6379\/1'\n)<\/pre>\n\n\n\n<p>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u74b0\u5883\u5909\u6570 <code>REDIS_URL<\/code> \u304c\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u308c\u3070\u305d\u308c\u3092\u4f7f\u7528\u3057\u3001\u305d\u3046\u3067\u306a\u3051\u308c\u3070\u30ed\u30fc\u30ab\u30eb\u306eRedis\u30b5\u30fc\u30d0\u30fc\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u74b0\u5883\u5225\uff08\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u30fb\u672c\u756a\uff09\u306eRedis\u8a2d\u5b9a\u30c6\u30af\u30cb\u30c3\u30af<\/h3>\n\n\n\n<p>\u74b0\u5883\u3054\u3068\u306b\u7570\u306a\u308b\u8a2d\u5b9a\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u958b\u767a\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-10\">\u958b\u767a\u74b0\u5883<\/h4>\n\n\n\n<p>\u958b\u767a\u74b0\u5883\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u306eRedis\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<code>config\/environments\/development.rb<\/code> \u306b\u4ee5\u4e0b\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">config.cache_store = :redis_cache_store, { url: 'redis:\/\/localhost:6379\/0' }<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-11\">\u30c6\u30b9\u30c8\u74b0\u5883<\/h4>\n\n\n\n<p>\u30c6\u30b9\u30c8\u74b0\u5883\u3067\u306f\u3001\u5b9f\u969b\u306eRedis\u30b5\u30fc\u30d0\u30fc\u306e\u4ee3\u308f\u308a\u306b\u30e2\u30c3\u30af\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<code>config\/environments\/test.rb<\/code> \u306b\u4ee5\u4e0b\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">config.cache_store = :null_store<\/pre>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30c6\u30b9\u30c8\u4e2d\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u3092\u9632\u304e\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-12\">\u672c\u756a\u74b0\u5883<\/h4>\n\n\n\n<p>\u672c\u756a\u74b0\u5883\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u53ef\u7528\u6027\u3092\u8003\u616e\u3057\u305f\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002<code>config\/environments\/production.rb<\/code> \u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">config.cache_store = :redis_cache_store, {\n  url: ENV['REDIS_URL'],\n  connect_timeout: 30,  # \u63a5\u7d9a\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\uff08\u79d2\uff09\n  read_timeout: 0.2,    # \u8aad\u307f\u53d6\u308a\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\uff08\u79d2\uff09\n  write_timeout: 0.2,   # \u66f8\u304d\u8fbc\u307f\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\uff08\u79d2\uff09\n  reconnect_attempts: 1,\n  error_handler: -&gt; (method:, returning:, exception:) {\n    # \u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u306e\u30ed\u30b8\u30c3\u30af\n    Raven.capture_exception(exception) # \u4f8b\uff1aSentry\u3067\u30a8\u30e9\u30fc\u3092\u6355\u6349\n  }\n}<\/pre>\n\n\n\n<p>\u3053\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u74b0\u5883\u5909\u6570\u304b\u3089Redis URL\u3092\u53d6\u5f97\u3057\u3001\u5404\u7a2e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3084\u30ea\u30c8\u30e9\u30a4\u306e\u8a2d\u5b9a\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-13\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u6ce8\u610f\u70b9<\/h4>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redis\u5c0e\u5165\u6642\u306b\u3001\u6c17\u3092\u3064\u3051\u308b\u3079\u304d\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9805\u76ee\u4f8b5\u9078<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u5f37\u529b\u306a\u30d1\u30b9\u30ef\u30fc\u30c9<\/strong>: <code>requirepass<\/code> \u30c7\u30a3\u30ec\u30af\u30c6\u30a3\u30d6\u3092\u4f7f\u7528\u3057\u3066\u3001\u5f37\u529b\u306a\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2<\/strong>: Redis\u30b5\u30fc\u30d0\u30fc\u3092\u516c\u958b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6697\u53f7\u5316<\/strong>: Redis 6.0\u4ee5\u964d\u3067\u5229\u7528\u53ef\u80fd\u306aTLS\u3092\u4f7f\u7528\u3057\u3066\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3068\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u901a\u4fe1\u3092\u6697\u53f7\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30af\u30bb\u30b9\u5236\u5fa1<\/strong>: Redis ACL\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306b\u5fc5\u8981\u6700\u5c0f\u9650\u306e\u6a29\u9650\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5b9a\u671f\u7684\u306a\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong>: RDB\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3084AOF\u30ed\u30b0\u3092\u4f7f\u7528\u3057\u3066\u3001\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">Rails 7.0\u4ee5\u964d\u3067\u306e\u8a2d\u5b9a\u306e\u5909\u66f4\u70b9<\/h3>\n\n\n\n<p>Rails 7.0\u4ee5\u964d\u3067\u306f\u3001Redis\u306e\u8a2d\u5b9a\u65b9\u6cd5\u306b\u82e5\u5e72\u306e\u5909\u66f4\u304c\u52a0\u3048\u3089\u308c\u307e\u3057\u305f\u3002\u4e3b\u306a\u5909\u66f4\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-15\"><strong>\u30af\u30ec\u30c7\u30f3\u30b7\u30e3\u30eb\u306e\u7ba1\u7406<\/strong><\/h4>\n\n\n\n<p><code>config\/credentials.yml.enc<\/code>\u3092\u4f7f\u7528\u3057\u3066\u3001Redis URL\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u5b89\u5168\u306b\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   # config\/credentials.yml.enc\n   redis:\n     url: redis:\/\/username:password@redis.example.com:6379\/0<\/pre>\n\n\n\n<p>\u3053\u306e\u60c5\u5831\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   Rails.application.credentials.redis[:url]<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-16\"><strong>\u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30a2\u306e\u8a2d\u5b9a<\/strong><\/h4>\n\n\n\n<p><code>config\/application.rb<\/code>\u3067\u5168\u74b0\u5883\u5171\u901a\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30a2\u8a2d\u5b9a\u3092\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   # config\/application.rb\n   config.cache_store = :redis_cache_store, {\n     url: Rails.application.credentials.redis[:url],\n     namespace: \"myapp:#{Rails.env}\"\n   }<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-17\"><strong>Action Cable<\/strong><\/h4>\n\n\n\n<p>Action Cable\u306eRedis\u8a2d\u5b9a\u3082<code>config\/cable.yml<\/code>\u3067\u4e00\u5143\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   # config\/cable.yml\n   production:\n     adapter: redis\n     url: &lt;%= Rails.application.credentials.redis[:url] %&gt;\n     channel_prefix: myapp_production<\/pre>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u5909\u66f4\u306b\u3088\u308a\u3001Redis\u306e\u8a2d\u5b9a\u304c\u3088\u308a\u5b89\u5168\u304b\u3064\u4e00\u8cab\u3057\u305f\u65b9\u6cd5\u3067\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">\u5fdc\u7528\uff1aRedis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u5927\u898f\u6a21\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001Redis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u5229\u7528\u3057\u3066\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u4ee5\u4e0b\u306f\u3001Redis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">redis_cluster = RedisClient.cluster(\n  nodes: [\n    \"redis:\/\/node1.example.com:6379\",\n    \"redis:\/\/node2.example.com:6379\",\n    \"redis:\/\/node3.example.com:6379\"\n  ],\n  replica: true # \u30ec\u30d7\u30ea\u30ab\u30ce\u30fc\u30c9\u3082\u542b\u3081\u308b\n)\n\n# \u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30a2\u3068\u3057\u3066\u4f7f\u7528\nconfig.cache_store = :redis_cache_store, { redis: redis_cluster }<\/pre>\n\n\n\n<p>\u3053\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u3001\u8907\u6570\u306eRedis\u30ce\u30fc\u30c9\u9593\u3067\u30c7\u30fc\u30bf\u304c\u5206\u6563\u3055\u308c\u3001\u5358\u4e00\u30ce\u30fc\u30c9\u306e\u969c\u5bb3\u306b\u5bfe\u3059\u308b\u8010\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u3067\u3001Ruby on Rails\u3067\u306eRedis\u8a2d\u5b9a\u306e\u57fa\u790e\u304b\u3089\u5fdc\u7528\u307e\u3067\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<br>\u9069\u5207\u306a\u8a2d\u5b9a\u3092\u884c\u3046\u3053\u3068\u3067\u3001Redis\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3057\u3001\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<br>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u6d3b\u7528\u3057\u305f\u5177\u4f53\u7684\u306a\u9ad8\u901f\u5316\u6226\u7565\u306b\u3064\u3044\u3066\u6df1\u6398\u308a\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-19\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">3. Redis\u3092\u6d3b\u7528\u3057\u305fRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9ad8\u901f\u5316\u6226\u7565<\/span><\/span><\/h1>\n\n\n\n<p>Redis\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u4e3b\u8981\u306a3\u3064\u306e\u9ad8\u901f\u5316\u6226\u7565\u306b\u3064\u3044\u3066\u3001\u8a73\u7d30\u306a\u5b9f\u88c5\u65b9\u6cd5\u3068 best practices \u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\uff1aRails.cache\u3068Redis\u306e\u9023\u643a\u306b\u3088\u308b\u8868\u793a\u901f\u5ea6\u5411\u4e0a<\/h3>\n\n\n\n<p>\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u6700\u3082\u52b9\u679c\u7684\u306a\u65b9\u6cd5\u306e\u4e00\u3064\u3067\u3059\u3002<br>Redis\u3092Rails\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30a2\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u53d6\u5f97\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-21\">\u57fa\u672c\u7684\u306a\u8a2d\u5b9a<\/h4>\n\n\n\n<p>\u307e\u305a\u3001<code>config\/application.rb<\/code>\u307e\u305f\u306f\u74b0\u5883\u5225\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3067\u3001Redis\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u30b9\u30c8\u30a2\u3068\u3057\u3066\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">config.cache_store = :redis_cache_store, {\n  url: ENV['REDIS_URL'],\n  namespace: \"myapp:#{Rails.env}:cache\"\n}<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-22\">\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u4f7f\u7528\u4f8b<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-23\"><strong>\u30d3\u30e5\u30fc\u306e\u30d5\u30e9\u30b0\u30e1\u30f3\u30c8\u30ad\u30e3\u30c3\u30b7\u30e5<\/strong><\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   &lt;% cache([\"v1\", @product], expires_in: 12.hours) do %&gt;\n     &lt;%= render @product %&gt;\n   &lt;% end %&gt;<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-24\"><strong>\u30e2\u30c7\u30eb\u306e\u30ad\u30e3\u30c3\u30b7\u30e5<\/strong><\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   class Product &lt; ApplicationRecord\n     def cached_reviews\n       Rails.cache.fetch([self, \"reviews\"], expires_in: 1.day) do\n         reviews.to_a\n       end\n     end\n   end<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-25\"><strong>API\u5fdc\u7b54\u306e\u30ad\u30e3\u30c3\u30b7\u30e5<\/strong><\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   def index\n     @products = Rails.cache.fetch(\"products\", expires_in: 1.hour) do\n       Product.all.to_a\n     end\n     render json: @products\n   end<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30103STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u9069\u5207\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u30ad\u30fc\u306e\u9078\u629e<\/strong>: \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306eID\u3084\u66f4\u65b0\u65e5\u6642\u3092\u542b\u3081\u3066\u3001\u4e00\u610f\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>expires_in\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u6d3b\u7528<\/strong>: \u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u983b\u5ea6\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u6709\u52b9\u671f\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>race condition\u5bfe\u7b56<\/strong>: <code>Rails.cache.fetch<\/code>\u306e<code>race_condition_ttl<\/code>\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u540c\u6642\u66f4\u65b0\u554f\u984c\u3092\u56de\u907f\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Rails.cache.fetch(\"data\", expires_in: 1.hour, race_condition_ttl: 10.seconds) do\n  expensive_operation\nend<\/pre>\n<\/div><\/div>\n\n\n\n<p>\u5b9f\u969b\u306e\u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u9069\u5207\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u5e73\u5747\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u304c<strong>50%\u4ee5\u4e0a\u6539\u5584<\/strong>\u3055\u308c\u305f\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\uff1aRedisStore\u3092\u4f7f\u7528\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30bb\u30c3\u30b7\u30e7\u30f3\u51e6\u7406<\/h3>\n\n\n\n<p>Redis\u3092\u30bb\u30c3\u30b7\u30e7\u30f3\u30b9\u30c8\u30a2\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc\u9593\u3067\u30bb\u30c3\u30b7\u30e7\u30f3\u60c5\u5831\u3092\u5171\u6709\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-27\">\u8a2d\u5b9a\u624b\u9806<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-28\">1. Gemfile\u306b <code>redis-rails<\/code> \u3092\u8ffd\u52a0\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   gem 'redis-rails'<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-29\">2. <code>config\/initializers\/session_store.rb<\/code> \u306b\u4ee5\u4e0b\u306e\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   Rails.application.config.session_store :redis_store,\n     servers: [ENV['REDIS_URL']],\n     expire_after: 90.minutes,\n     key: \"_#{Rails.application.class.parent_name.downcase}_session\"<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30103STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306e\u6700\u5c0f\u5316<\/strong>: \u5fc5\u8981\u6700\u5c0f\u9650\u306e\u60c5\u5831\u306e\u307f\u3092\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u9069\u5207\u306a\u6709\u52b9\u671f\u9650\u306e\u8a2d\u5b9a<\/strong>: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068UX\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8003\u616e\u3057\u3066\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30bb\u30c3\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316<\/strong>: \u6a5f\u5bc6\u60c5\u5831\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u306f\u3001\u6697\u53f7\u5316\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>Redis\u3092\u4f7f\u7528\u3057\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u306b\u3088\u308a\u30011\u79d2\u3042\u305f\u308a\u6570\u5343\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3082\u3001\u5b89\u5b9a\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3067\u304d\u308b\u3053\u3068\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-30\">\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc\u6700\u9069\u5316\uff1aSidekiq \u00d7 Redis\u306b\u3088\u308b\u975e\u540c\u671f\u51e6\u7406\u306e\u52b9\u7387\u5316<\/h3>\n\n\n\n<p>\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u30b8\u30e7\u30d6\u306e\u51e6\u7406\u306b\u306f\u3001Sidekiq\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u975e\u5e38\u306b\u52b9\u679c\u7684\u3067\u3059\u3002<br>\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5fdc\u7b54\u6027\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u91cd\u3044\u51e6\u7406\u3092\u975e\u540c\u671f\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-31\">Sidekiq\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-32\">1. Gemfile\u306b <code>sidekiq<\/code> \u3092\u8ffd\u52a0\u3057\u307e\u3059<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   gem 'sidekiq'<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-33\">2. <code>config\/initializers\/sidekiq.rb<\/code> \u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">   Sidekiq.configure_server do |config|\n     config.redis = { url: ENV['REDIS_URL'] }\n   end\n\n   Sidekiq.configure_client do |config|\n     config.redis = { url: ENV['REDIS_URL'] }\n   end<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-34\">\u30b8\u30e7\u30d6\u306e\u5b9f\u88c5\u4f8b<\/h3>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class HardWorker\n  include Sidekiq::Worker\n  sidekiq_options retry: 5\n\n  def perform(user_id)\n    user = User.find(user_id)\n    # \u91cd\u3044\u51e6\u7406\u3092\u5b9f\u884c\n    user.process_large_data\n  end\nend\n\n# \u30b8\u30e7\u30d6\u306e\u547c\u3073\u51fa\u3057\nHardWorker.perform_async(user.id)<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Sidekiq\u6700\u9069\u5316\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30104STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u9069\u5207\u306a\u30ef\u30fc\u30ab\u30fc\u6570\u306e\u8a2d\u5b9a<\/strong>: \u30b5\u30fc\u30d0\u30fc\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u5fdc\u3058\u3066\u30ef\u30fc\u30ab\u30fc\u6570\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b8\u30e7\u30d6\u306e\u512a\u5148\u5ea6\u8a2d\u5b9a<\/strong>: <code>sidekiq_options queue: 'high'<\/code> \u306e\u3088\u3046\u306b\u3001\u30b8\u30e7\u30d6\u306e\u91cd\u8981\u5ea6\u306b\u5fdc\u3058\u3066\u30ad\u30e5\u30fc\u3092\u5206\u3051\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u6d3b\u7528<\/strong>: \u5927\u91cf\u306e\u30b8\u30e7\u30d6\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u3001Sidekiq Batch\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5b9a\u671f\u7684\u306a\u30b8\u30e7\u30d6\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0<\/strong>: Sidekiq-Cron\u3092\u4f7f\u7528\u3057\u3066\u3001\u5b9a\u671f\u7684\u306a\u30b8\u30e7\u30d6\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Sidekiq::Cron::Job.create(\n  name: 'Daily report',\n  cron: '0 0 * * *',\n  class: 'DailyReportWorker'\n)<\/pre>\n<\/div><\/div>\n\n\n\n<p>Sidekiq\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u3042\u308b\u5927\u898f\u6a21E\u30b3\u30de\u30fc\u30b9\u30b5\u30a4\u30c8\u3067\u306f\u3001\u6ce8\u6587\u51e6\u7406\u306e<strong>\u5e73\u5747\u6642\u9593\u304c75%\u524a\u6e1b<\/strong>\u3055\u308c\u3001\u30d4\u30fc\u30af\u6642\u306e\u30b5\u30fc\u30d0\u30fc\u8ca0\u8377\u304c\u5927\u5e45\u306b\u8efd\u6e1b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u9ad8\u901f\u5316\u6226\u7565\u3092\u9069\u5207\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6027\u80fd\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-message\"><div class=\"memo sng-shadow-0\" style=\"border-radius:0px;background-color:#fff9e6;color:#ffb36b\"><div class=\"memo_ttl dfont\"><span class=\"sng-box-msg__icon\" style=\"background:#ffb36b\"><i class=\"fas fa-pencil-alt\"><\/i><\/span><div class=\"sng-box-msg__title\">\u305f\u3060\u3057\u2026\uff1f<\/div><\/div><div class=\"sng-box-msg__contents\">\n<p>\u5404\u6226\u7565\u306e\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u6027\u3084\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u9069\u5207\u306b\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u57fa\u672c\u7684\u306a\u6226\u7565\u3092\u3055\u3089\u306b\u767a\u5c55\u3055\u305b\u3001\u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u306e\u9ad8\u5ea6\u306a\u6d3b\u7528\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-35\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">4. \u5927\u898f\u6a21\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u306e\u9ad8\u5ea6\u306a\u6d3b\u7528\u6cd5<\/span><\/span><\/h1>\n\n\n\n<p>\u5927\u898f\u6a21\u306aRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u57fa\u672c\u7684\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3092\u8d85\u3048\u3066\u3001Redis\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306a\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3068\u5805\u7262\u306a\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<br>\u3053\u3053\u3067\u306f\u30013\u3064\u306e\u9ad8\u5ea6\u306a\u6d3b\u7528\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-36\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406\uff1aActionCable\u3068Redis\u306e\u7d71\u5408<\/h3>\n\n\n\n<p>ActionCable\u306f\u3001WebSocket\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u53cc\u65b9\u5411\u901a\u4fe1\u3092\u5b9f\u73fe\u3059\u308bRails\u306e\u6a5f\u80fd\u3067\u3059\u3002<br>Redis\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u9593\u3067\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u901a\u4fe1\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-37\">\u8a2d\u5b9a\u624b\u9806<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-38\">1. <code>config\/cable.yml<\/code>\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">production:\n  adapter: redis\n  url: &lt;%= ENV.fetch(\"REDIS_URL\") { \"redis:\/\/localhost:6379\/1\" } %&gt;\n  channel_prefix: myapp_production<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-39\">2. ActionCable\u306e\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># app\/channels\/application_cable\/connection.rb\nmodule ApplicationCable\n  class Connection &lt; ActionCable::Connection::Base\n    identified_by :current_user\n\n    def connect\n      self.current_user = find_verified_user\n    end\n\n    private\n      def find_verified_user\n        if verified_user = User.find_by(id: cookies.signed[:user_id])\n          verified_user\n        else\n          reject_unauthorized_connection\n        end\n      end\n  end\nend<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-40\">3. \u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># app\/channels\/chat_channel.rb\nclass ChatChannel &lt; ApplicationCable::Channel\n  def subscribed\n    stream_from \"chat_#{params[:room_id]}\"\n  end\n\n  def speak(data)\n    Message.create!(content: data['message'], user: current_user, room_id: params[:room_id])\n  end\nend<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">ActionCable\u3068Redis\u9023\u643a\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30103STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u30c1\u30e3\u30f3\u30cd\u30eb\u306e\u9069\u5207\u306a\u8a2d\u8a08<\/strong>: \u30e6\u30fc\u30b6\u30fc\u3054\u3068\u3001\u307e\u305f\u306f\u7279\u5b9a\u306e\u30ea\u30bd\u30fc\u30b9\u3054\u3068\u306b\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u5206\u3051\u3066\u3001\u5fc5\u8981\u306a\u60c5\u5831\u306e\u307f\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u30d0\u30c3\u30c1\u51e6\u7406<\/strong>: \u983b\u7e41\u306a\u66f4\u65b0\u304c\u3042\u308b\u5834\u5408\u3001\u66f4\u65b0\u3092\u30d0\u30c3\u30c1\u51e6\u7406\u3057\u3066\u304b\u3089\u9001\u4fe1\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u63a5\u7d9a\u306e\u8a8d\u8a3c<\/strong>: WebSocket\u63a5\u7d9a\u6642\u306b\u9069\u5207\u306a\u8a8d\u8a3c\u3092\u884c\u3044\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u5b9f\u969b\u306e\u4f7f\u7528\u4f8b\u3068\u3057\u3066\u3001\u3042\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5354\u8abf\u7de8\u96c6\u30c4\u30fc\u30eb\u3067\u306f\u3001ActionCable\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001100\u4e07\u4ee5\u4e0a\u306e\u540c\u6642\u63a5\u7d9a\u3092\u51e6\u7406\u3057\u3001\u7de8\u96c6\u306e\u9045\u5ef6\u3092100\u30df\u30ea\u79d2\u672a\u6e80\u306b\u6291\u3048\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-41\">\u5206\u6563\u30ed\u30c3\u30af\uff1aRedlock\u3092\u4f7f\u7528\u3057\u305f\u5b89\u5168\u306a\u4e26\u884c\u51e6\u7406\u306e\u5b9f\u73fe<\/h3>\n\n\n\n<p>\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u3001\u8907\u6570\u306e\u30d7\u30ed\u30bb\u30b9\u3084\u30b5\u30fc\u30d0\u30fc\u9593\u3067\u5b89\u5168\u306b\u6392\u4ed6\u5236\u5fa1\u3092\u884c\u3046\u3053\u3068\u306f\u91cd\u8981\u3067\u3059\u3002<br>Redlock\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001Redis\u3092\u4f7f\u3063\u305f\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5206\u6563\u30ed\u30c3\u30af\u3092\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-42\">\u5b9f\u88c5\u4f8b<\/h3>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-43\">1. \u307e\u305a\u3001<code>redlock<\/code> gem\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">gem 'redlock'<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-44\">2. Redlock\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u521d\u671f\u5316\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">redlock = Redlock::Client.new([ENV['REDIS_URL']])<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-45\">3. \u30ed\u30c3\u30af\u3092\u4f7f\u7528\u3057\u3066\u51e6\u7406\u3092\u884c\u3044\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def process_order(order_id)\n  lock_key = \"order_lock:#{order_id}\"\n\n  redlock.lock(lock_key, 10000) do |locked|\n    if locked\n      order = Order.find(order_id)\n      # \u6ce8\u6587\u51e6\u7406\u306e\u30ed\u30b8\u30c3\u30af\n      order.process!\n    else\n      Rails.logger.warn \"Failed to acquire lock for order #{order_id}\"\n    end\n  end\nend<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redlock\u3068Redis\u9023\u643a\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30103STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u9069\u5207\u306a\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u8a2d\u5b9a<\/strong>: \u30ed\u30c3\u30af\u306e\u6709\u52b9\u671f\u9593\u306f\u51e6\u7406\u6642\u9593\u3088\u308a\u3082\u5341\u5206\u9577\u304f\u3001\u304b\u3064\u30c7\u30c3\u30c9\u30ed\u30c3\u30af\u3092\u9632\u3050\u305f\u3081\u306b\u9069\u5207\u306a\u9577\u3055\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30c8\u30e9\u30a4\u30ed\u30b8\u30c3\u30af\u306e\u5b9f\u88c5<\/strong>: \u30ed\u30c3\u30af\u53d6\u5f97\u306b\u5931\u6557\u3057\u305f\u5834\u5408\u306e\u9069\u5207\u306a\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30ed\u30c3\u30af\u306e\u7c92\u5ea6<\/strong>: \u30ed\u30c3\u30af\u306e\u7c92\u5ea6\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\u3001\u4e0d\u8981\u306a\u7af6\u5408\u3092\u907f\u3051\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-46\">\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u5b9f\u88c5\uff1aRedis-Ratelimit\u306b\u3088\u308bAPI\u4fdd\u8b77\u3068\u6700\u9069\u5316<\/h3>\n\n\n\n<p>API\u306e\u904e\u5270\u306a\u5229\u7528\u3092\u9632\u304e\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<br>Redis-Ratelimit\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u6a5f\u80fd\u3092\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-47\">\u5b9f\u88c5\u4f8b<\/h4>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-48\">1. <code>redis-ratelimit<\/code> gem\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">gem 'redis-ratelimit'<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-49\">2. \u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30bf\u30fc\u3092\u8a2d\u5b9a\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># config\/initializers\/rate_limit.rb\n$rate_limiter = Redis::Ratelimit.new(\n  redis: Redis.new(url: ENV['REDIS_URL']),\n  name: 'api_limit',\n  bucket_span: 1.hour,\n  bucket_interval: 5.minutes,\n  bucket_expiry: 1.day\n)<\/pre>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"i-50\">3. \u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3067\u30ec\u30fc\u30c8\u30ea\u30df\u30c3\u30c8\u3092\u9069\u7528\u3057\u307e\u3059<\/h5>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class ApiController &lt; ApplicationController\n  before_action :check_rate_limit\n\n  private\n\n  def check_rate_limit\n    limit = $rate_limiter.limit(\"user:#{current_user.id}\", 1000)\n    if limit.exceeded?\n      render json: { error: 'Rate limit exceeded' }, status: :too_many_requests\n    end\n  end\nend<\/pre>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redis-Ratelimit\u3068Redis\u9023\u643a\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30103STEP\u3011<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><strong>\u9069\u5207\u306a\u30ec\u30fc\u30c8\u8a2d\u5b9a<\/strong>: API\u306e\u6027\u8cea\u3084\u671f\u5f85\u3055\u308c\u308b\u4f7f\u7528\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u3001\u9069\u5207\u306a\u30ec\u30fc\u30c8\u5236\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6bb5\u968e\u7684\u306a\u5236\u9650<\/strong>: \u4e00\u5f8b\u306e\u5236\u9650\u3067\u306f\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u7a2e\u985e\u3084\u5951\u7d04\u30d7\u30e9\u30f3\u306b\u5fdc\u3058\u3066\u7570\u306a\u308b\u5236\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30af\u30ea\u30a2\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/strong>: \u30ec\u30fc\u30c8\u5236\u9650\u306b\u9054\u3057\u305f\u5834\u5408\u3001\u6b8b\u308a\u6642\u9593\u3084\u30ea\u30bb\u30c3\u30c8\u6642\u523b\u306a\u3069\u3001\u660e\u78ba\u306a\u60c5\u5831\u3092\u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u542b\u3081\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u9ad8\u5ea6\u306a\u6d3b\u7528\u6cd5\u3092\u9069\u5207\u306b\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u306aRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6027\u80fd\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u304a\u3088\u3073\u4fe1\u983c\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-message\"><div class=\"memo sng-shadow-0\" style=\"border-radius:0px;background-color:#fff9e6;color:#ffb36b\"><div class=\"memo_ttl dfont\"><span class=\"sng-box-msg__icon\" style=\"background:#ffb36b\"><i class=\"fas fa-pencil-alt\"><\/i><\/span><div class=\"sng-box-msg__title\">\u4f8b\u3048\u3070\u2026\uff1f<\/div><\/div><div class=\"sng-box-msg__contents\">\n<p>\u3042\u308b\u5927\u624bE\u30b3\u30de\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30d4\u30fc\u30af\u6642\u306e<strong>\u30b5\u30fc\u30d0\u30fc\u8ca0\u8377\u309260%\u524a\u6e1b<\/strong>\u3057\u3001\u540c\u6642\u306b<strong>\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u309295%\u6291\u5236<\/strong>\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div><\/div><\/div>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-51\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">5. Redis\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff1aRuby on Rails\u958b\u767a\u8005\u306e\u305f\u3081\u306e\u6700\u9069\u5316\u30ac\u30a4\u30c9<\/span><\/span><\/h2>\n\n\n\n<p>Redis\u306f\u975e\u5e38\u306b\u9ad8\u901f\u306a\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u3059\u304c\u3001\u9069\u5207\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3055\u3089\u306a\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u304c\u53ef\u80fd\u3067\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001Ruby on Rails\u958b\u767a\u8005\u306e\u305f\u3081\u306eRedis\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-52\">Redis\u30b3\u30de\u30f3\u30c9\u306e\u6700\u9069\u306a\u9078\u629e\u3068\u4f7f\u7528\u65b9\u6cd5<\/h3>\n\n\n\n<p>\u52b9\u7387\u7684\u306aRedis\u306e\u4f7f\u7528\u306f\u3001\u9069\u5207\u306a\u30b3\u30de\u30f3\u30c9\u306e\u9078\u629e\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<br>\u4ee5\u4e0b\u306b\u3001\u4e00\u822c\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u63a8\u5968\u3055\u308c\u308b\u30b3\u30de\u30f3\u30c9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-53\">1. \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/h4>\n\n\n\n<p>\u8907\u6570\u306e\u30ad\u30fc\u304b\u3089\u5024\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\u3001<code>MGET<\/code>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e9\u30a6\u30f3\u30c9\u30c8\u30ea\u30c3\u30d7\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u975e\u52b9\u7387\u7684\u306a\u65b9\u6cd5\nkeys.each do |key|\n  Redis.current.get(key)\nend\n\n# \u52b9\u7387\u7684\u306a\u65b9\u6cd5\nvalues = Redis.current.mget(*keys)<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-54\">2. \u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30c8\u64cd\u4f5c<\/h4>\n\n\n\n<p>\u30ab\u30a6\u30f3\u30bf\u30fc\u306e\u5897\u52a0\u306b\u306f\u3001<code>INCR<\/code>\u3084<code>HINCRBY<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Redis.current.incr(\"page_views\")\nRedis.current.hincrby(\"user:123\", \"points\", 10)<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-55\">3. \u30bb\u30c3\u30c8\u64cd\u4f5c<\/h4>\n\n\n\n<p>\u30e6\u30cb\u30fc\u30af\u306a\u8981\u7d20\u306e\u96c6\u5408\u3092\u6271\u3046\u5834\u5408\u3001Set\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30d5\u30a9\u30ed\u30ef\u30fc\u30ea\u30b9\u30c8\u306e\u7ba1\u7406\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Redis.current.sadd(\"followers:123\", \"456\")\nfollowers = Redis.current.smembers(\"followers:123\")<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-56\">\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af<\/h3>\n\n\n\n<p>Redis\u306f\u30a4\u30f3\u30e1\u30e2\u30ea\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u3042\u308b\u305f\u3081\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-57\">1. \u30ad\u30fc\u306e\u547d\u540d\u898f\u5247<\/h4>\n\n\n\n<p>\u77ed\u304f\u610f\u5473\u306e\u3042\u308b\u30ad\u30fc\u540d\u3092\u4f7f\u7528\u3057\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># NG\u4f8b\uff08\u975e\u52b9\u7387\u7684\uff09\nRedis.current.set(\"user:profile:first_name:123\", \"John\")\n\n# OK\u4f8b\uff08\u52b9\u7387\u7684\uff09\nRedis.current.hset(\"u:123\", \"fn\", \"John\")<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-58\">2. \u30c7\u30fc\u30bf\u5727\u7e2e<\/h4>\n\n\n\n<p>\u5927\u304d\u306a\u6587\u5b57\u5217\u3084\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u3001\u5727\u7e2e\u3092\u691c\u8a0e\u3059\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">require 'zlib'\n\ncompressed_data = Zlib::Deflate.deflate(large_object.to_json)\nRedis.current.set(\"large_object:123\", compressed_data)\n\n# \u53d6\u5f97\u6642\nraw_data = Redis.current.get(\"large_object:123\")\nlarge_object = JSON.parse(Zlib::Inflate.inflate(raw_data))<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-59\">3. \u6709\u52b9\u671f\u9650\u306e\u8a2d\u5b9a<\/h4>\n\n\n\n<p>\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u7684\u306b\u524a\u9664\u3059\u308b\u305f\u3081\u306b\u3001\u9069\u5207\u306a\u6709\u52b9\u671f\u9650\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Redis.current.setex(\"session:123\", 3600, session_data)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-60\">Redis\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u6d3b\u7528\u3057\u305f\u9ad8\u901f\u5316<\/h3>\n\n\n\n<p>\u8907\u6570\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4e00\u5ea6\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u524a\u6e1b\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-61\">\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Redis.current.pipelined do |pipeline|\n  pipeline.set(\"key1\", \"value1\")\n  pipeline.set(\"key2\", \"value2\")\n  pipeline.incr(\"counter\")\nend<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-62\">\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Redis.current.multi do |transaction|\n  transaction.set(\"key1\", \"value1\")\n  transaction.set(\"key2\", \"value2\")\n  transaction.incr(\"counter\")\nend<\/pre>\n\n\n\n<p>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u9069\u5207\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u91cf\u306e\u64cd\u4f5c\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<br>\u5b9f\u969b\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306f\u30011000\u500b\u306e<code>SET<\/code>\u64cd\u4f5c\u3092\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u500b\u5225\u306b\u5b9f\u884c\u3059\u308b\u5834\u5408\u3068\u6bd4\u8f03\u3057\u3066<strong>\u7d0450\u500d\u306e\u901f\u5ea6\u5411\u4e0a<\/strong>\u304c\u89b3\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-63\">\u9ad8\u5ea6\u306a\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-64\">1. Lua \u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30f3\u30b0<\/h4>\n\n\n\n<p>\u8907\u96d1\u306a\u64cd\u4f5c\u3092\u5358\u4e00\u306e\u30a2\u30c8\u30df\u30c3\u30af\u306a\u64cd\u4f5c\u3068\u3057\u3066\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001Lua \u30b9\u30af\u30ea\u30d7\u30c6\u30a3\u30f3\u30b0\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">SCRIPT = &lt;&lt;~LUA\n  local key = KEYS[1]\n  local value = ARGV[1]\n  local current = redis.call('GET', key)\n  if current == false or tonumber(current) &lt; tonumber(value) then\n    redis.call('SET', key, value)\n    return 1\n  else\n    return 0\n  end\nLUA\n\nresult = Redis.current.eval(SCRIPT, keys: [\"max_score\"], argv: [100])<\/pre>\n\n\n\n<p>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u5024\u304c\u73fe\u5728\u306e\u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u306e\u307f\u66f4\u65b0\u3092\u884c\u3044\u307e\u3059\u3002<br>\u3053\u308c\u306b\u3088\u308a\u3001\u8907\u6570\u306e\u64cd\u4f5c\u3092\u4e00\u3064\u306e\u30a2\u30c8\u30df\u30c3\u30af\u306a\u64cd\u4f5c\u306b\u96c6\u7d04\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-65\">2. Redis Modules \u306e\u6d3b\u7528<\/h4>\n\n\n\n<p>\u7279\u5b9a\u306e\u7528\u9014\u306b\u6700\u9069\u5316\u3055\u308c\u305f Redis Modules \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u5168\u6587\u691c\u7d22\u306b\u306f RediSearch\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u306f RedisTimeSeries \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># RediSearch \u3092\u4f7f\u7528\u3057\u305f\u5168\u6587\u691c\u7d22\u306e\u4f8b\nclient = RediSearch.new(\"myindex\")\nresult = client.search(\"ruby programming\")<\/pre>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-66\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/span><\/span><\/h2>\n\n\n\n<p>\u52b9\u679c\u7684\u306a\u6700\u9069\u5316\u306e\u305f\u3081\u306b\u306f\u3001\u9069\u5207\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-67\">1. Redis INFO \u30b3\u30de\u30f3\u30c9<\/h3>\n\n\n\n<p>Redis \u30b5\u30fc\u30d0\u30fc\u306e\u72b6\u614b\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">info = Redis.current.info\nputs \"Used memory: #{info['used_memory_human']}\"\nputs \"Connected clients: #{info['connected_clients']}\"<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-68\">2. Slowlog \u306e\u6d3b\u7528<\/h3>\n\n\n\n<p>\u9045\u3044\u30af\u30a8\u30ea\u3092\u7279\u5b9a\u3057\u3001\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">slow_logs = Redis.current.slowlog('get', 10)\nslow_logs.each do |log|\n  puts \"Slow command: #{log['command']} (#{log['execution_time']} microseconds)\"\nend<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-69\">3. Redis Profiler \u306e\u4f7f\u7528<\/h3>\n\n\n\n<p>\u3088\u308a\u8a73\u7d30\u306a\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u306b\u306f\u3001redis-profiler gem \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">require 'redis-profiler'\n\nRedis::Profiler.enable do\n  # \u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3057\u305f\u3044\u30b3\u30fc\u30c9\nend\n\nputs Redis::Profiler.report<\/pre>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-70\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">\u5b9f\u8df5\u4f8b\uff1a\u5927\u898f\u6a21 Rails \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u6700\u9069\u5316<\/span><\/span><\/h2>\n\n\n\n<p>\u3042\u308b\u5927\u898f\u6a21\u306a e \u30b3\u30de\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u6700\u9069\u5316\u3092\u884c\u3046\u3053\u3068\u3067\u3001<strong>\u30d4\u30fc\u30af\u6642\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u3092 60% \u77ed\u7e2e\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u7387\u3092 40% \u524a\u6e1b<\/strong>\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redis\u5c0e\u5165\u306e\u9ad8\u901f\u5316\u65b9\u6cd5\u4f8b4\u9078<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ol class=\"wp-block-list\">\n<li><strong>\u30db\u30c3\u30c8\u30ad\u30fc\u306e\u7279\u5b9a\u3068\u5206\u6563<\/strong>\uff1a\u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308b\u30ad\u30fc\u3092\u8907\u6570\u306e Redis \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5206\u6563\u3002<\/li>\n\n\n\n<li><strong>\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u6700\u9069\u5316<\/strong>\uff1a\u6709\u52b9\u671f\u9650\u306e\u7d30\u304b\u3044\u8abf\u6574\u3068\u968e\u5c64\u5316\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u5c0e\u5165\u3002<\/li>\n\n\n\n<li><strong>\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u5c0e\u5165<\/strong>\uff1a\u95a2\u9023\u3059\u308b\u8907\u6570\u306e\u64cd\u4f5c\u3092\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5316\u3002<\/li>\n\n\n\n<li><strong>\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306e\u6700\u9069\u5316<\/strong>\uff1a\u5727\u7e2e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5c0e\u5165\u3068\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u306e\u7a4d\u6975\u7684\u306a\u524a\u9664\u3002<\/li>\n<\/ol>\n<\/div><\/div>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u968e\u5c64\u5316\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u4f8b\ndef get_product_details(id)\n  Rails.cache.fetch(\"product:#{id}\", expires_in: 1.hour) do\n    product = Product.find(id)\n    {\n      basic_info: product.basic_info,\n      detailed_info: Rails.cache.fetch(\"product:#{id}:details\", expires_in: 5.minutes) do\n        product.calculate_detailed_info\n      end\n    }\n  end\nend<\/pre>\n\n\n\n<p>\u3053\u306e\u5b9f\u88c5\u306b\u3088\u308a\u3001\u57fa\u672c\u60c5\u5831\u306f1\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u3001\u8a73\u7d30\u60c5\u5831\u306f5\u5206\u3054\u3068\u306b\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002<br>\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u9bae\u5ea6\u3092\u4fdd\u3061\u306a\u304c\u3089\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-71\">\u307e\u3068\u3081<\/h3>\n\n\n\n<p>Redis \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u9069\u5207\u306a\u30b3\u30de\u30f3\u30c9\u306e\u9078\u629e\u3001\u30e1\u30e2\u30ea\u6700\u9069\u5316\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u3001\u305d\u3057\u3066\u9ad8\u5ea6\u306a\u30c6\u30af\u30cb\u30c3\u30af\u306e\u9069\u7528\u304b\u3089\u6210\u308a\u7acb\u3061\u307e\u3059\u3002<br>\u7d99\u7d9a\u7684\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3092\u884c\u3044\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7279\u6027\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3092\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u9069\u5207\u306b\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001Ruby on Rails \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u6700\u9069\u5316\u3092\u884c\u3046\u969b\u306b\u76f4\u9762\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u554f\u984c\u3068\u3001\u305d\u306e\u89e3\u6c7a\u7b56\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-72\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">6. \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/span><\/span><\/h1>\n\n\n\n<p>Redis\u3092Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u4e00\u822c\u7684\u306a\u554f\u984c\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306a\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u65b9\u6cd5\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<br>\u307e\u305f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u305f\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001\u5b89\u5b9a\u3057\u305f\u904b\u7528\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-73\">\u4e00\u822c\u7684\u306aRedis\u95a2\u9023\u306e\u554f\u984c\u3068\u89e3\u6c7a\u7b56<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-74\">1. \u30e1\u30e2\u30ea\u4e0d\u8db3<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6<\/strong>: Redis\u30b5\u30fc\u30d0\u30fc\u304c\u7a81\u7136\u30c0\u30a6\u30f3\u3059\u308b\u3001\u307e\u305f\u306f\u5fdc\u7b54\u304c\u9045\u304f\u306a\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u89e3\u6c7a\u65b9\u6cd5\u4f8b<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li><code>maxmemory<\/code> \u3068 <code>maxmemory-policy<\/code> \u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u4e0d\u8981\u306a\u30ad\u30fc\u3092\u5b9a\u671f\u7684\u306b\u524a\u9664\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u6709\u52b9\u671f\u9650\u4ed8\u304d\u3067\u30ad\u30fc\u3092\u8a2d\u5b9a\nRedis.current.setex(\"temp_data\", 3600, \"some_value\")\n\n# \u5b9a\u671f\u7684\u306a\u524a\u9664\u30b8\u30e7\u30d6\u306e\u4f8b\nclass CleanupRedisJob\n  include Sidekiq::Worker\n\n  def perform\n    keys_to_delete = Redis.current.keys(\"temp_*\")\n    Redis.current.del(keys_to_delete) if keys_to_delete.any?\n  end\nend<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-75\">2. \u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u30d7\u30fc\u30eb\u67af\u6e07<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6<\/strong>: <code>TimeoutError<\/code> \u3084 <code>SocketError<\/code> \u304c\u983b\u767a\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u89e3\u6c7a\u65b9\u6cd5\u4f8b<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30cd\u30af\u30b7\u30e7\u30f3\u30d7\u30fc\u30eb\u306e\u8a2d\u5b9a\u3092\u6700\u9069\u5316\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30a2\u30a4\u30c9\u30eb\u63a5\u7d9a\u3092\u9069\u5207\u306b\u7ba1\u7406\u3059\u308b\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># config\/initializers\/redis.rb\n$redis = ConnectionPool.new(size: 5, timeout: 5) do\n  Redis.new(url: ENV['REDIS_URL'])\nend\n\n# \u4f7f\u7528\u4f8b\n$redis.with do |conn|\n  conn.set(\"key\", \"value\")\nend<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-76\">3. \u30ad\u30fc\u306e\u885d\u7a81<\/h4>\n\n\n\n<p><strong>\u75c7\u72b6<\/strong>: \u4e88\u671f\u305b\u306c\u30c7\u30fc\u30bf\u306e\u4e0a\u66f8\u304d\u3084\u524a\u9664\u304c\u767a\u751f\u3059\u308b\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u89e3\u6c7a\u65b9\u6cd5\u4f8b<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>\u9069\u5207\u306a\u30cd\u30fc\u30e0\u30b9\u30da\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30ad\u30fc\u540d\u306b\u30d7\u30ec\u30d5\u30a3\u30c3\u30af\u30b9\u3092\u4ed8\u3051\u308b\u3002<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class RedisKeyManager\n  def self.generate_key(type, id)\n    \"myapp:#{Rails.env}:#{type}:#{id}\"\n  end\nend\n\n# \u4f7f\u7528\u4f8b\nkey = RedisKeyManager.generate_key(\"user\", user.id)\nRedis.current.set(key, user.to_json)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-77\">Ruby on Rails \u00d7 Redis\u904b\u7528\u6642\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8003\u616e\u4e8b\u9805<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-78\">1.<strong>\u8a8d\u8a3c<\/strong>: Redis\u30b5\u30fc\u30d0\u30fc\u306b\u5f37\u529b\u306a\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># config\/initializers\/redis.rb\nRedis.current = Redis.new(\n  url: ENV['REDIS_URL'],\n  password: ENV['REDIS_PASSWORD']\n)<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-79\"><strong>2.\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/strong>: Redis\u30b5\u30fc\u30d0\u30fc\u3092\u516c\u958b\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3002<\/h4>\n\n\n\n<p>FireWall\u306e\u8a2d\u5b9a\u306a\u3069\u306b\u3088\u308a\u3001\u5916\u90e8\u304b\u3089\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u5236\u9650\u3092\u304b\u3051\u308b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-80\">3.<strong>\u30c7\u30fc\u30bf\u6697\u53f7\u5316<\/strong>: \u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u3067\u6697\u53f7\u5316\u3092\u884c\u3046\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">require 'openssl'\n\nclass EncryptedRedis\n  def initialize(redis)\n    @redis = redis\n    @cipher = OpenSSL::Cipher.new('AES-256-CBC')\n    @cipher.key = ENV['REDIS_ENCRYPTION_KEY']\n  end\n\n  def set(key, value)\n    @redis.set(key, encrypt(value))\n  end\n\n  def get(key)\n    value = @redis.get(key)\n    value ? decrypt(value) : nil\n  end\n\n  private\n\n  def encrypt(value)\n    @cipher.encrypt\n    @cipher.iv = iv = @cipher.random_iv\n    encrypted = @cipher.update(value) + @cipher.final\n    iv + encrypted\n  end\n\n  def decrypt(value)\n    @cipher.decrypt\n    @cipher.iv = value[0..15]\n    @cipher.update(value[16..-1]) + @cipher.final\n  end\nend\n\n# \u4f7f\u7528\u4f8b\nencrypted_redis = EncryptedRedis.new(Redis.current)\nencrypted_redis.set(\"secure_key\", \"sensitive_data\")<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-81\">\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-82\">1.<strong>\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong>: \u5b9a\u671f\u7684\u306bRDB\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u53d6\u5f97\u3057\u3001\u5b89\u5168\u306a\u5834\u6240\u306b\u4fdd\u5b58\u3059\u308b\u3002<\/h4>\n\n\n\n<p>Redis\u306e\u30c7\u30fc\u30bf\u3092\u6c38\u7d9a\u5316\u3057\u3001\u5b9a\u671f\u7684\u306b\u5225\u306eDB\u3084\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u4fdd\u5b58\u3057\u3066\u304a\u304f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-83\">2.<strong>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/strong>: Redis\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5065\u5168\u6027\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3059\u308b\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># config\/initializers\/redis_monitor.rb\nrequire 'redis-stat'\n\nRedisStat.new(Redis.current.client.host, Redis.current.client.port,\n  interval: 5, count: -1, csv: \"log\/redis_stat.csv\").start<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-84\">3.<strong>\u5197\u9577\u6027<\/strong>: \u91cd\u8981\u306a\u30c7\u30fc\u30bf\u306b\u306f\u3001Redis Sentinel\u3084\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3066\u9ad8\u53ef\u7528\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3002<\/h4>\n\n\n\n<p><a href=\"#i_11\">\u5fdc\u7528\uff1aRedis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/a>\u306e\u8a2d\u5b9a\u3092\u53c2\u7167\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-85\">4.<strong>\u30ad\u30e3\u30c3\u30b7\u30e5\u6226\u7565<\/strong>: \u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u6709\u52b9\u671f\u9650\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u7dad\u6301\u3059\u308b\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># app\/models\/product.rb\nclass Product &lt; ApplicationRecord\n  after_update :invalidate_cache\n\n  private\n\n  def invalidate_cache\n    Rails.cache.delete(\"product:#{id}\")\n  end\nend<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-86\">5.<strong>\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0<\/strong>: Redis\u306e\u64cd\u4f5c\u306b\u9069\u5207\u306a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3092\u5b9f\u88c5\u3059\u308b\u3002<\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def safe_redis_operation\n  yield\nrescue Redis::BaseError =&gt; e\n  Rails.logger.error \"Redis error: #{e.message}\"\n  # \u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u51e6\u7406\u3084\u30ea\u30c8\u30e9\u30a4\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\nend\n\n# \u4f7f\u7528\u4f8b\nsafe_redis_operation do\n  Redis.current.set(\"key\", \"value\")\nend<\/pre>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u65b9\u6cd5\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u306e\u904b\u7528\u3092\u3088\u308a\u5b89\u5b9a\u3055\u305b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u77e5\u8b58\u3092\u6d3b\u304b\u3057\u305f\u5b9f\u8df5\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-87\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">7. \u5b9f\u8df5\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\uff1aRedis\u3092\u6d3b\u7528\u3057\u305f\u5927\u898f\u6a21Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6210\u529f\u4e8b\u4f8b<\/span><\/span><\/h1>\n\n\n\n<p>Redis\u306e\u9ad8\u901f\u6027\u3068\u67d4\u8edf\u6027\u306f\u3001\u5927\u898f\u6a21\u306aRuby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u7279\u306b\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u5b9f\u969b\u306e\u6210\u529f\u4e8b\u4f8b\u3092\u901a\u3058\u3066\u3001Redis\u304c\u3069\u306e\u3088\u3046\u306b\u3057\u3066\u91cd\u8981\u306a\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5287\u7684\u306b\u5411\u4e0a\u3055\u305b\u305f\u304b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-88\">EC\u30b5\u30a4\u30c8\u306b\u304a\u3051\u308b\u5728\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u9069\u5316<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-89\">\u8ab2\u984c<\/h4>\n\n\n\n<p>\u5927\u624bEC\u30b5\u30a4\u30c8\u300cFastCart\u300d\u3067\u306f\u3001\u30bb\u30fc\u30eb\u6642\u306e\u6025\u6fc0\u306a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u5897\u52a0\u306b\u3088\u308a\u3001\u5728\u5eab\u60c5\u5831\u306e\u66f4\u65b0\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u30aa\u30fc\u30d0\u30fc\u30d6\u30c3\u30ad\u30f3\u30b0\u3084\u8aa4\u3063\u305f\u5728\u5eab\u8868\u793a\u304c\u983b\u767a\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-90\">\u89e3\u6c7a\u7b56<\/h4>\n\n\n\n<p>Redis\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5728\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class InventoryManager\n  INVENTORY_KEY = \"inventory:\"\n\n  def self.update_stock(product_id, quantity)\n    Redis.current.set(\"#{INVENTORY_KEY}#{product_id}\", quantity)\n  end\n\n  def self.get_stock(product_id)\n    Redis.current.get(\"#{INVENTORY_KEY}#{product_id\").to_i\n  end\n\n  def self.decrement_stock(product_id, quantity = 1)\n    Redis.current.decrby(\"#{INVENTORY_KEY}#{product_id}\", quantity)\n  end\nend\n\n# \u4f7f\u7528\u4f8b\nInventoryManager.update_stock(123, 100)\ncurrent_stock = InventoryManager.get_stock(123)\nInventoryManager.decrement_stock(123, 5)<\/pre>\n\n\n\n<p>\u3053\u306e\u5b9f\u88c5\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u5229\u70b9\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u9ad8\u901f\u306a\u8aad\u307f\u66f8\u304d<\/strong>: \u5728\u5eab\u60c5\u5831\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u6570\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u30a2\u30c8\u30df\u30c3\u30af\u306a\u64cd\u4f5c<\/strong>: <code>decrby<\/code>\u306e\u3088\u3046\u306a\u539f\u5b50\u7684\u64cd\u4f5c\u306b\u3088\u308a\u3001\u7af6\u5408\u72b6\u614b\u3092\u56de\u907f\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: Redis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u308a\u3001\u5927\u91cf\u306e\u88fd\u54c1\u5728\u5eab\u3092\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-91\">\u7d50\u679c<\/h4>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">3\u70b9\u306e\u696d\u52d9\u6539\u5584\u52b9\u679c<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>\u5728\u5eab\u306e\u4e0d\u6574\u5408\u304c98%\u6e1b\u5c11<\/li>\n\n\n\n<li>\u6ce8\u6587\u51e6\u7406\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c3\u500d\u306b\u5411\u4e0a<\/li>\n\n\n\n<li>\u30d4\u30fc\u30af\u6642\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8ca0\u8377\u304c70%\u524a\u6e1b<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-92\">SNS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u751f\u6210\u306e\u9ad8\u901f\u5316<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-93\">\u8ab2\u984c<\/h4>\n\n\n\n<p>\u6025\u6210\u9577\u4e2d\u306eSNS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cSocialPulse\u300d\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u6570\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u306e\u751f\u6210\u3068\u8868\u793a\u304c\u9045\u304f\u306a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u304c\u60aa\u5316\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-94\">\u89e3\u6c7a\u7b56<\/h4>\n\n\n\n<p>Redis\u306e\u30bd\u30fc\u30c8\u6e08\u307f\u30bb\u30c3\u30c8\uff08Sorted Set\uff09\u3092\u4f7f\u7528\u3057\u3066\u3001\u52b9\u7387\u7684\u306a\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">class TimelineManager\n  TIMELINE_KEY = \"timeline:\"\n  MAX_TIMELINE_SIZE = 1000\n\n  def self.add_post(user_id, post_id, timestamp)\n    key = \"#{TIMELINE_KEY}#{user_id}\"\n    Redis.current.zadd(key, timestamp.to_i, post_id)\n    Redis.current.zremrangebyrank(key, 0, -MAX_TIMELINE_SIZE - 1)\n  end\n\n  def self.get_timeline(user_id, page = 1, per_page = 20)\n    key = \"#{TIMELINE_KEY}#{user_id}\"\n    start_index = (page - 1) * per_page\n    end_index = start_index + per_page - 1\n    post_ids = Redis.current.zrevrange(key, start_index, end_index)\n    Post.where(id: post_ids).sort_by { |post| post_ids.index(post.id.to_s) }\n  end\n\n  def self.add_follower(user_id, follower_id)\n    Redis.current.sadd(\"followers:#{user_id}\", follower_id)\n  end\n\n  def self.remove_follower(user_id, follower_id)\n    Redis.current.srem(\"followers:#{user_id}\", follower_id)\n  end\nend\n\n# \u4f7f\u7528\u4f8b\nTimelineManager.add_post(user.id, post.id, post.created_at)\ntimeline_posts = TimelineManager.get_timeline(user.id)<\/pre>\n\n\n\n<p>\u3053\u306e\u5b9f\u88c5\u306b\u3088\u308a\u3001\u4ee5\u4e0b\u306e\u5229\u70b9\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u9ad8\u901f\u306a\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u53d6\u5f97<\/strong>: O(log(N) + M)\u306e\u6642\u9593\u8907\u96d1\u5ea6\u3067\u6295\u7a3f\u3092\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u52b9\u7387\u7684\u306a\u30e1\u30e2\u30ea\u4f7f\u7528<\/strong>: \u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u306e\u30b5\u30a4\u30ba\u3092\u5236\u9650\u3059\u308b\u3053\u3068\u3067\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u6291\u5236\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u66f4\u65b0<\/strong>: \u65b0\u3057\u3044\u6295\u7a3f\u3092\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u306b\u5373\u5ea7\u306b\u53cd\u6620\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"i-95\">\u7d50\u679c<\/h4>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">3\u70b9\u306e\u696d\u52d9\u6539\u5584\u52b9\u679c<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u8aad\u307f\u8fbc\u307f\u901f\u5ea6\u304c\u5e73\u5747\u306785%\u5411\u4e0a<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d0\u30fc\u306eCPU\u4f7f\u7528\u7387\u304c40%\u524a\u6e1b<\/li>\n\n\n\n<li>\u30e6\u30fc\u30b6\u30fc\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u7387\u304c15%\u5897\u52a0<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-96\">\u6559\u8a13\u3068\u6ce8\u610f\u70b9<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u306e\u4e00\u8cab\u6027<\/strong>: Redis\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u540c\u671f\u3092\u614e\u91cd\u306b\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3068\u5fa9\u65e7<\/strong>: \u91cd\u8981\u306a\u30c7\u30fc\u30bf\u306b\u306f\u9069\u5207\u306a\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u6226\u7565\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong>: \u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001Redis\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n\n<li><strong>\u76e3\u8996<\/strong>: Redis\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4f7f\u7528\u72b6\u6cc1\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-97\">\u4ed6\u696d\u754c\u3078\u306e\u5fdc\u7528<\/h3>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u4e8b\u4f8b\u306f\u3001\u4ed6\u306e\u696d\u754c\u3084\u7528\u9014\u306b\u3082\u5fdc\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30b2\u30fc\u30df\u30f3\u30b0<\/strong>: \u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30b3\u30a2\u66f4\u65b0<\/li>\n\n\n\n<li><strong>IoT<\/strong>: \u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3068\u5206\u6790<\/li>\n\n\n\n<li><strong>\u91d1\u878d<\/strong>: \u9ad8\u983b\u5ea6\u53d6\u5f15\u3084\u4e0d\u6b63\u691c\u77e5\u30b7\u30b9\u30c6\u30e0<\/li>\n<\/ul>\n\n\n\n<p>Redis\u306e\u6d3b\u7528\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3068\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c\u8981\u6c42\u3055\u308c\u308b\u69d8\u3005\u306a\u5206\u91ce\u3067\u6709\u52b9\u3067\u3059\u3002<br>\u9069\u5207\u306a\u8a2d\u8a08\u3068\u5b9f\u88c5\u306b\u3088\u308a\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6027\u80fd\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3092\u52a0\u901f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u4e8b\u4f8b\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u3092\u8e0f\u307e\u3048\u3001Ruby on Rails\u3068Redis\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6b21\u4e16\u4ee3\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u3064\u3044\u3066\u5c55\u671b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-98\"><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">8. \u307e\u3068\u3081\uff1aRuby on Rails\u3068Redis\u3067\u5b9f\u73fe\u3059\u308b\u6b21\u4e16\u4ee3\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><\/span><\/h1>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Ruby on Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bRedis\u306e\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u57fa\u672c\u7684\u306a\u8a2d\u5b9a\u304b\u3089\u9ad8\u5ea6\u306a\u6700\u9069\u5316\u30c6\u30af\u30cb\u30c3\u30af\u3001\u305d\u3057\u3066\u5b9f\u969b\u306e\u6210\u529f\u4e8b\u4f8b\u307e\u3067\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002<br>\u3053\u3053\u3067\u306f\u3001\u3053\u308c\u307e\u3067\u306e\u5185\u5bb9\u3092\u632f\u308a\u8fd4\u308a\u3064\u3064\u3001\u4eca\u5f8c\u306e\u5c55\u671b\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-99\">\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u306e\u7dcf\u62ec<\/h3>\n\n\n\n<p>Redis\u3092Ruby on Rails\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5287\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6539\u5584\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">Redis\u5c0e\u5165\u306b\u3088\u308b\u6539\u5584\u9805\u76ee<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>\u30ec\u30b9\u30dd\u30f3\u30b9\u30bf\u30a4\u30e0\u306e50%\u4ee5\u4e0a\u306e\u77ed\u7e2e<\/li>\n\n\n\n<li>\u30b5\u30fc\u30d0\u30fc\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u7387\u306e40%\u524a\u6e1b<\/li>\n\n\n\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u80fd\u529b\u306e\u5927\u5e45\u306a\u5411\u4e0a<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6539\u5584\u306f\u3001\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u3001\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc\u306e\u6700\u9069\u5316\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u9818\u57df\u3067\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-100\">\u4eca\u5f8c\u306e\u5c55\u671b<\/h3>\n\n\n\n<p>\u4eca\u5f8c\u3001Ruby on Rails\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3055\u3089\u306b\u9032\u5316\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9818\u57df\u3067\u6d3b\u8e8d\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>AI\/\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u7d71\u5408<\/strong>: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3084\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li><strong>\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>: IoT\u30c7\u30d0\u30a4\u30b9\u3068\u306e\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u540c\u671f<\/li>\n\n\n\n<li><strong>\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong>: \u30b5\u30fc\u30d3\u30b9\u9593\u306e\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u5171\u6709\u3068\u72b6\u614b\u7ba1\u7406<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-101\">\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u306e\u305f\u3081\u306b<\/h3>\n\n\n\n<p>\u6280\u8853\u306e\u9032\u5316\u306f\u6b62\u307e\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3057\u3066\u3001\u5e38\u306b\u6700\u65b0\u306e\u77e5\u8b58\u3068\u30b9\u30ad\u30eb\u3092\u7dad\u6301\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/guides.rubyonrails.org\/\">Ruby on Rails Guides<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/redis.io\/documentation\">Redis Documentation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/rubyweekly.com\/\">Ruby Weekly Newsletter<\/a><\/li>\n\n\n\n<li>GitHub\u4e0a\u306e\u4eba\u6c17\u306eRuby\/Redis\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/li>\n<\/ul>\n\n\n\n<p>\u307e\u305f\u3001\u5730\u57df\u306eRuby\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u30aa\u30f3\u30e9\u30a4\u30f3\u30d5\u30a9\u30fc\u30e9\u30e0\u3078\u306e\u53c2\u52a0\u3082\u3001\u77e5\u8b58\u306e\u4ea4\u63db\u3068\u6210\u9577\u306e\u6a5f\u4f1a\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-102\">\u6700\u5f8c\u306b<\/h3>\n\n\n\n<p>Ruby on Rails\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u9ad8\u6027\u80fd\u3067\u67d4\u8edf\u6027\u306e\u9ad8\u3044Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3067\u3059\u3002<br>\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u6280\u8853\u3084\u6226\u7565\u3092\u81ea\u8eab\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u7528\u3057\u3001\u7d99\u7d9a\u7684\u306b\u5b66\u7fd2\u3068\u5b9f\u8df5\u3092\u91cd\u306d\u308b\u3053\u3068\u3067\u3001\u6b21\u4e16\u4ee3\u306eWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u8005\u3068\u3057\u3066\u6210\u9577\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u65b0\u3057\u3044\u53ef\u80fd\u6027\u306b\u6311\u6226\u3057\u3001\u9769\u65b0\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u3002Happy coding!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ruby on Rails\u3068Redis\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u9ad8\u6027\u80fd\u3067\u62e1\u5f35\u6027\u306e\u9ad8\u3044Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001Redis\u3092\u6d3b\u7528\u3057\u3066Rails\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u5927\u5316\u3059\u308b\u65b9\u6cd5 &#8230; <\/p>\n","protected":false},"author":1,"featured_media":3157,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,44],"tags":[],"class_list":{"0":"post-27","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ruby","8":"category-ruby-rails"},"_links":{"self":[{"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/posts\/27","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=27"}],"version-history":[{"count":13,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/posts\/27\/revisions"}],"predecessor-version":[{"id":83,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/posts\/27\/revisions\/83"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=\/wp\/v2\/media\/3157"}],"wp:attachment":[{"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=27"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dexall.co.jp\/articles\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}