{"id":52407,"date":"2023-11-23T21:29:00","date_gmt":"2023-11-23T12:29:00","guid":{"rendered":"https:\/\/kinsta.com\/jp\/?p=52407&#038;preview=true&#038;preview_id=52407"},"modified":"2023-11-30T17:43:50","modified_gmt":"2023-11-30T08:43:50","slug":"database-maintenance-plan","status":"publish","type":"post","link":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/","title":{"rendered":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9"},"content":{"rendered":"<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u304c\u9032\u6b69\u3092\u9042\u3052\u308b\u4e2d\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e2d\u6838\u3092\u306a\u3057\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30d3\u30b8\u30cd\u30b9\u306e\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u7ba1\u7406\u3059\u308b\u5b58\u5728\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u30c7\u30fc\u30bf\u304c\u5897\u5927\u3057\u8907\u96d1\u5316\u3059\u308b\u306b\u3064\u308c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u52b9\u7387\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u5fc5\u8981\u4e0d\u53ef\u6b20\u306b\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u91cd\u8981\u306b\u306a\u308b\u306e\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3067\u3059\u3002\u5177\u5408\u7684\u306b\u306f\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u305d\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316\u306a\u3069\u306e\u30bf\u30b9\u30af\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u30d2\u30f3\u30c8\u3092\u3054\u7d39\u4ecb\u3057\u3001\u5177\u4f53\u7684\u306a\u8a2d\u5b9a\u624b\u9806\u3092\u3054\u8aac\u660e\u3057\u307e\u3059\u3002<a href=\"https:\/\/kinsta.com\/jp\/topics\/node-js\/\">Node.js<\/a>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067API\u30c8\u30ea\u30ac\u30fc\u3068\u7d71\u5408\u3055\u308c\u305f<a href=\"https:\/\/kinsta.com\/jp\/topics\/postgresql\/\">PostgreSQL<\/a>\u4f7f\u7528\u3057\u3001\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u518d\u69cb\u7bc9\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3068\u3044\u3063\u305f\u69d8\u3005\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u5b9f\u88c5\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<div><\/div><kinsta-auto-toc heading=\"Table of Contents\" exclude=\"last\" list-style=\"arrow\" selector=\"h2\" count-number=\"-1\"><\/kinsta-auto-toc>\n<h2>\u30c8\u30ea\u30ac\u30fc\u3068\u306f<\/h2>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u8a2d\u5b9a\u3059\u308b\u524d\u306b\u3001\u69d8\u3005\u306a\u30c8\u30ea\u30ac\u30fc\u306b\u3064\u3044\u3066\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5404\u30c8\u30ea\u30ac\u30fc\u306f\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u7c21\u7d20\u5316\u3057\u3066\u304f\u308c\u308b\u660e\u78ba\u306a\u5f79\u5272\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u306e\u306f\u3001\u4ee5\u4e0b\u306e3\u7a2e\u985e\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u624b\u52d5\u3001API\u30d9\u30fc\u30b9\u306e\u30c8\u30ea\u30ac\u30fc<\/strong>\uff1aAPI\u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u3066\u5358\u767a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u5fa9\u5143\u3084\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u7a81\u7136\u4f4e\u4e0b\u3057\u305f\u969b\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u518d\u69cb\u7bc9\u306a\u3069\u306b\u5f79\u7acb\u3064\u3002<\/li>\n<li><strong>\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u578b\u306e\u30c8\u30ea\u30ac\u30fc<\/strong>\uff08cron\u30b8\u30e7\u30d6\u306e\u3088\u3046\u306a\u3082\u306e\uff09\uff1a\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u5c11\u306a\u3044\u6642\u9593\u5e2f\u306b\u5408\u308f\u305b\u3066\u3001\u81ea\u52d5\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u8a2d\u5b9a\u3002\u30a2\u30fc\u30ab\u30a4\u30d6\u3084\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u306e\u3088\u3046\u306a\u30ea\u30bd\u30fc\u30b9\u96c6\u7d04\u7684\u306a\u51e6\u7406\u306e\u5b9f\u884c\u306b\u7406\u60f3\u7684\u3002<a href=\"https:\/\/www.npmjs.com\/package\/node-schedule\" target=\"_blank\" rel=\"noopener noreferrer\">node-schedule<\/a>\u306e\u3088\u3046\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u3001Node.js\u3067\u8a2d\u5b9a\u3092\u884c\u3044\u3001\u5fc5\u8981\u6b21\u306b\u51e6\u7406\u3092\u81ea\u52d5\u7684\u306b\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u3002<\/li>\n<li><strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u901a\u77e5<\/strong>\uff1a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5909\u66f4\u306b\u5fdc\u3058\u3066\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u30b3\u30e1\u30f3\u30c8\u3092\u6295\u7a3f\u3059\u308b\u3068\u3001\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u5373\u5ea7\u306b\u4e0d\u898f\u5247\u306a\u6587\u5b57\u3001\u4e0d\u9069\u5207\u306a\u8868\u73fe\u3001\u7d75\u6587\u5b57\u306e\u30c1\u30a7\u30c3\u30af\u306a\u3069\u3092\u30c8\u30ea\u30ac\u30fc\u3002Node.js\u3067\u306f\u3001<a href=\"https:\/\/github.com\/andywer\/pg-listen\" target=\"_blank\" rel=\"noopener noreferrer\">pg-listen<\/a>\u306a\u3069\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u3002<\/li>\n<\/ul>\n<h2>\u524d\u63d0\u6761\u4ef6<\/h2>\n<p>\u3053\u308c\u304b\u3089\u3054\u7d39\u4ecb\u3059\u308b\u64cd\u4f5c\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u4ee5\u4e0b\u306e\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/kinsta.com\/jp\/blog\/install-git\/\">Git<\/a>\u2500\u30a2\u30d7\u30ea\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3092\u884c\u3046<\/li>\n<li><a href=\"https:\/\/kinsta.com\/jp\/blog\/how-to-install-node-js\/\">Node.js<\/a>\u2500\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3059\u308b<\/li>\n<li><a href=\"https:\/\/www.postgresql.org\/docs\/current\/app-psql.html\" target=\"_blank\" rel=\"noopener noreferrer\">psql<\/a>\u2500\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u306ePostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3084\u308a\u53d6\u308a\u3059\u308b<\/li>\n<li><a href=\"https:\/\/www.pgadmin.org\/download\/\" target=\"_blank\" rel=\"noopener noreferrer\">PGAdmin<\/a>\uff08\u4efb\u610f\uff09\u2500\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff08GUI\uff09\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30e2\u30fc\u30c8\u306ePostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3084\u308a\u53d6\u308a\u3059\u308b<\/li>\n<\/ul>\n<h3>Node.js\u30a2\u30d7\u30ea\u306e\u69cb\u7bc9\u3068\u30db\u30b9\u30c6\u30a3\u30f3\u30b0<\/h3>\n<p>Node.js\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3066GitHub\u306b\u30b3\u30df\u30c3\u30c8\u3057\u305f\u3089\u3001Kinsta\u3078\u306e\u81ea\u52d5\u30c7\u30d7\u30ed\u30a4\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/sevalla.com\/database-hosting\/\">Kinsta\u306bPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>\u3092\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3057\u3001\u81ea\u52d5\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u3082\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305a\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3001\u30ed\u30fc\u30ab\u30eb\u30b7\u30b9\u30c6\u30e0\u306b\u65b0\u898f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">mkdir node-db-maintenance<\/code><\/pre>\n<p>\u7d9a\u3044\u3066\u3001\u4f5c\u6210\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u306b\u79fb\u52d5\u3057\u3001\u4ee5\u4e0b\u3092\u5b9f\u884c\u3057\u3066\u65b0\u898f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">cd node-db-maintenance\nyarn init -y # or npm init -y<\/code><\/pre>\n<p>\u3053\u308c\u3067\u3001Node.js\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u521d\u671f\u5316\u3055\u308c\u307e\u3059\u3002\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001\u5fc5\u8981\u306a\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add express pg nodemon dotenv<\/code><\/pre>\n<p>\u5404\u4f9d\u5b58\u95a2\u4fc2\u306e\u6982\u8981\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><code>express<\/code>\uff1aExpress\u30d9\u30fc\u30b9\u306eREST API\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b<\/li>\n<li><code>pg<\/code>\uff1aNode.js\u30a2\u30d7\u30ea\u3092\u901a\u3058\u3066PostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3084\u308a\u3068\u308a\u3059\u308b<\/li>\n<li><code>nodemon<\/code>\uff1a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u969b\u3057\u30d3\u30eb\u30c9\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u66f4\u65b0\u3059\u308b\uff08\u5909\u66f4\u3092\u52a0\u3048\u308b\u305f\u3073\u306b\u505c\u6b62\u3057\u305f\u308a\u8d77\u52d5\u3057\u305f\u308a\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\uff09<\/li>\n<li><code>dotenv<\/code>\uff1a<strong>.env<\/strong>\u30d5\u30a1\u30a4\u30eb\u304b\u3089<code>process.env<\/code>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u74b0\u5883\u5909\u6570\u3092\u8aad\u307f\u8fbc\u3080<\/li>\n<\/ul>\n<p>\u6b21\u306b\u3001<strong>package.json<\/strong>\u30d5\u30a1\u30a4\u30eb\u306b\u4ee5\u4e0b\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u958b\u767a\u7528\u30b5\u30fc\u30d0\u30fc\u3092\u3059\u3050\u306b\u8d77\u52d5\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u307e\u305f\u672c\u756a\u74b0\u5883\u3067\u3082\u30b5\u30fc\u30d0\u30fc\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">{\n    \/\/ ... \n    \"scripts\": {\n      \"start-dev\": \"nodemon index.js\",\n      \"start\": \"NODE_ENV=production node index.js\"\n  },\n  \/\/ \u2026\n}<\/code><\/pre>\n<p>\u7d9a\u3044\u3066\u3001\u30a2\u30d7\u30ea\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u542b\u3080<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u4ee5\u4e0b\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3057\u3087\u3046\u3002<\/p>\n<pre><code class=\"language-js\">const express = require(\"express\")\nconst dotenv = require('dotenv');\n\nif (process.env.NODE_ENV !== 'production') dotenv.config();\nconst app = express()\nconst port = process.env.PORT || 3000\n\napp.get(\"\/health\", (req, res) =&gt; res.json({status: \"UP\"}))\n\napp.listen(port, () =&gt; {\n    console.log(`Server running at port: ${port}`);\n});<\/code><\/pre>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u304c<a href=\"https:\/\/kinsta.com\/jp\/blog\/what-is-express-js\/\">Express<\/a>\u30b5\u30fc\u30d0\u30fc\u3092\u521d\u671f\u5316\u3057\u3001<code>dotenv<\/code>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3063\u3066\u74b0\u5883\u5909\u6570\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u307e\u305f\u3001JSON\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<code>{status: \"UP\"}<\/code>\u3092\u8fd4\u3059<code>\/health<\/code>\u30eb\u30fc\u30c8\u3082\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001<code>app.listen()<\/code>\u95a2\u6570\u3067\u30a2\u30d7\u30ea\u3092\u8d77\u52d5\u3057\u3001\u6307\u5b9a\u3055\u308c\u305f\u30dd\u30fc\u30c8\u3092\u30ea\u30c3\u30b9\u30f3\u3057\u307e\u3059\uff08\u74b0\u5883\u5909\u6570\u3067\u30dd\u30fc\u30c8\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306f<code>3000<\/code>\uff09\u3002<\/p>\n<p>\u3053\u308c\u3067\u57fa\u672c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6e96\u5099\u304c\u6574\u3044\u307e\u3059\u3002\u3042\u3068\u306f\u4efb\u610f\u306eGit\u30b5\u30fc\u30d3\u30b9\uff08<a href=\"https:\/\/docs.sevalla.com\/applications\/git\/bitbucket#grant-access-to-the-kinsta-bitbucket-application\">BitBucket<\/a>\u3001<a href=\"https:\/\/docs.sevalla.com\/applications\/git\/github#authenticate-and-authorize\">GitHub<\/a>\u3001\u307e\u305f\u306f<a href=\"https:\/\/docs.sevalla.com\/applications\/git\/gitlab#authorize-the-kinsta-gitlab-application\">GitLab<\/a>\uff09\u3092\u4f7f\u7528\u3057\u3066\u65b0\u898fGit\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u521d\u671f\u5316\u3057\u3001\u30b3\u30fc\u30c9\u3092\u30d7\u30c3\u30b7\u30e5\u3057\u307e\u3059\u3002Kinsta\u3067\u306f\u3001\u3044\u305a\u308c\u306eGit\u30b5\u30fc\u30d3\u30b9\u3082\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u304c\u3001\u4eca\u56de\u306fGitHub\u3092\u5229\u7528\u3057\u305f\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u6e96\u5099\u304c\u3067\u304d\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Kinsta\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u30ed\u30b0\u30a4\u30f3\u307e\u305f\u306f\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001<a href=\"https:\/\/my.kinsta.com\/?lang=ja\">MyKinsta<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/li>\n<li>Git\u30b5\u30fc\u30d3\u30b9\u3067Kinsta\u3092\u8a8d\u8a3c\u3059\u308b<\/li>\n<li>\u5de6\u30b5\u30a4\u30c9\u30d0\u30fc\u3067\u300c<strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong>\u300d\u3092\u9078\u629e\u3057\u3001\u300c<strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li>\u30c7\u30d7\u30ed\u30a4\u3057\u305f\u3044\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u30d6\u30e9\u30f3\u30c1\u3092\u9078\u629e\u3059\u308b<\/li>\n<li>27\u7b87\u6240\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u304b\u3089\u4efb\u610f\u306e\u5834\u6240\u3092\u9078\u629e\u3059\u308b\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d3\u30eb\u30c9\u8a2d\u5b9a\u306f\u3001<a href=\"https:\/\/kinsta.com\/jp\/changelog\/nixpacks\/\">Nixpacks<\/a>\u3092\u901a\u3058\u3066\u81ea\u52d5\u3067\u691c\u51fa\u3055\u308c\u307e\u3059\uff09\u3002<\/li>\n<li>RAM\u3084\u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ea\u30bd\u30fc\u30b9\u3092\u9078\u629e\u3059\u308b<\/li>\n<li>\u300c<strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n<p>\u30c7\u30d7\u30ed\u30a4\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30f3\u30af\u3092\u30b3\u30d4\u30fc\u3057\u3066\u3001<code>\/health<\/code>\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\u3059\u308b\u3068\u3001\u30d6\u30e9\u30a6\u30b6\u306b\u4ee5\u4e0b\u306eJSON\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">{status: \"UP\"}<\/code><\/pre>\n<p>\u4ee5\u4e0a\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n<h3>Kinsta\u3067PostgreSQL\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u65b9\u6cd5<\/h3>\n<p>Kinsta\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u304c\u7c21\u5358\u3067\u3059\u3002Kinsta\u3092\u3054\u5229\u7528\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u307e\u305a<a href=\"https:\/\/kinsta.com\/jp\/signup\/\">MyKinsta\u30a2\u30ab\u30a6\u30f3\u30c8<\/a>\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u5f8c\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>MyKinsta\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308b<\/li>\n<li>\u5de6\u30b5\u30a4\u30c9\u30d0\u30fc\u304b\u3089\u300c<strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/strong>\u300d\u3092\u9078\u629e\u3057\u3001\u300c<strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8ffd\u52a0<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u306f\u300c<strong>PostgreSQL<\/strong>\u300d\u3092\u9078\u629e\u3057\u3001\u4efb\u610f\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u540d\u306e\u5165\u529b\u3001\u304a\u3088\u3073\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30e6\u30fc\u30b6\u30fc\u540d\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u5909\u66f4\u3082\uff09<\/li>\n<li>27\u7b87\u6240\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u304b\u3089\u4efb\u610f\u306e\u5834\u6240\u3092\u9078\u629e<\/li>\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b5\u30a4\u30ba\u3092\u9078\u629e\u3059\u308b<\/li>\n<li>\u300c<strong>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f5c\u6210<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u4f5c\u6210\u3067\u304d\u305f\u3089\u300c\u60c5\u5831\u300d\u753b\u9762\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5916\u90e8\u30db\u30b9\u30c8\u540d\u3001\u5916\u90e8\u30dd\u30fc\u30c8\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_168402\" aria-describedby=\"caption-attachment-168402\" style=\"width: 1024px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-168402 size-large\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2023\/11\/database-credentials-from-kinsta-1024x435.jpg\" alt=\"Kinsta\u3067\u751f\u6210\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a8d\u8a3c\u60c5\u5831\" width=\"1024\" height=\"435\"><figcaption id=\"caption-attachment-168402\" class=\"wp-caption-text\">Kinsta\u3067\u751f\u6210\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a8d\u8a3c\u60c5\u5831<\/figcaption><\/figure>\n<p>\u3053\u308c\u3089\u306e\u5024\u3092psql CLI\uff08\u307e\u305f\u306fPGAdmin GUI\uff09\u306b\u5165\u529b\u3057\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u3067\u30b3\u30fc\u30c9\u3092\u30c6\u30b9\u30c8\u3059\u308b\u306b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30eb\u30fc\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b<strong>.env<\/strong>\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">DB_USER_NAME=\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e6\u30fc\u30b6\u30fc\u540d\nDB_HOST=\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30db\u30b9\u30c8\nDB_DATABASE_NAME=\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u540d\nDB_PORT=\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30dd\u30fc\u30c8\nPGPASS=\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30b9\u30ef\u30fc\u30c9<\/code><\/pre>\n<p>Kinsta\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u969b\u306b\u306f\u3001\u4e0a\u8a18\u306e\u5024\u3092<a href=\"https:\/\/docs.sevalla.com\/applications\/overviewenvironment-variables\">\u74b0\u5883\u5909\u6570<\/a>\u3068\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u64cd\u4f5c\u3092\u884c\u3046\u305f\u3081\u3001<a href=\"https:\/\/github.com\/krharsh17\/node-db-maintenance\/blob\/main\/test-data.sql\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u3061\u3089\u306eSQL\u30b9\u30af\u30ea\u30d7\u30c8<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5b9f\u884c\u3057\u3001\u30c6\u30fc\u30d6\u30eb\uff08\u30e6\u30fc\u30b6\u30fc\u3001\u6295\u7a3f\u3001\u30b3\u30e1\u30f3\u30c8\uff09\u3092\u4f5c\u6210\u3057\u3066\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u3092\u7279\u5b9a\u306e\u5024\u306b\u7f6e\u304d\u63db\u3048\u3066\u3001\u4f5c\u6210\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">psql -h &lt;host&gt; -p &lt;port&gt; -U &lt;username&gt; -d &lt;db_name&gt; -a -f &lt;sql file e.g. test-data.sql&gt;<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u306b\u306f\u3001\u6b63\u78ba\u306a\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30d1\u30b9\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5b9f\u884c\u3059\u308b\u3068\u3001\u8a8d\u8a3c\u306e\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u5165\u529b\u304c\u4fc3\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0a\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u8a2d\u5b9a\u3059\u308b\u6e96\u5099\u304c\u6574\u3044\u307e\u3057\u305f\u3002\u5404\u64cd\u4f5c\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u3054\u81ea\u7531\u306b\u30b3\u30fc\u30c9\u3092Git\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u30d7\u30c3\u30b7\u30e5\u3057\u3001Kinsta\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u306e\u8a2d\u5b9a\u65b9\u6cd5<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001PostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e00\u822c\u7684\u306a\u81ea\u52d5\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u306e\u8a2d\u5b9a\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3>1. \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u4f5c\u6210<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5b9a\u671f\u7684\u306a\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u5927\u4e8b\u306a\u64cd\u4f5c\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5185\u5bb9\u5168\u4f53\u306e\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3057\u3001\u5b89\u5168\u306a\u5834\u6240\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u304c\u3042\u308c\u3070\u3001\u5076\u767a\u7684\u306a\u7d1b\u5931\u3084\u30c7\u30fc\u30bf\u306e\u5b8c\u5168\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3067\u3042\u3063\u3066\u3082\u3001\u5fa9\u5143\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u5b89\u5fc3\u3067\u3059\u3002<\/p>\n<p>Kinsta\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d0\u30fc\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001<a href=\"https:\/\/docs.sevalla.com\/databases\/backups\">\u81ea\u52d5\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u6a5f\u80fd<\/a>\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5fc5\u8981\u306a\u6642\u306b\u81ea\u5206\u3067\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u306f\u77e5\u3063\u3066\u304a\u3044\u3066\u640d\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>PostgreSQL\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u305f\u3081\u306b<a href=\"https:\/\/www.postgresql.org\/docs\/current\/app-pgdump.html\" target=\"_blank\" rel=\"noopener noreferrer\">pg_dump<\/a>\u304c\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u76f4\u63a5\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u305d\u306e\u305f\u3081\u306enpm\u30d1\u30c3\u30b1\u30fc\u30b8\u306f\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<code>pg_dump<\/code>\u30b3\u30de\u30f3\u30c9\u3092Node\u30a2\u30d7\u30ea\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001<a href=\"https:\/\/www.npmjs.com\/package\/@getvim\/execute\" target=\"_blank\" rel=\"noopener noreferrer\">@getvim\/execute<\/a>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add @getvim\/execute<\/code><\/pre>\n<p>\u6b21\u306b\u3001<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306e\u5148\u982d\u306b\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u8cbc\u308a\u4ed8\u3051\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">const {execute} = require('@getvim\/execute');<\/code><\/pre>\n<p>\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001Node\u30a2\u30d7\u30ea\u306e\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u4e0a\u306b\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u751f\u6210\u3055\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30eb\u30fc\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u300c<strong>backup<\/strong>\u300d\u3068\u3044\u3046\u540d\u524d\u3067\u5c02\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u306e\u304c\u5f97\u7b56\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3067\u3001\u5fc5\u8981\u306a\u6642\u306b\u4ee5\u4e0b\u306e\u30eb\u30fc\u30c8\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u4f5c\u6210\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get('\/backup', async (req, res) =&gt; {\n\n    \/\/ \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u4f5c\u6210\n    const fileName = \"database-backup-\" + new Date().valueOf() + \".tar\";\n\n    \/\/ pg_dump\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\n    execute(\"PGPASSWORD=\" + process.env.PGPASS  + \" pg_dump -U \" + process.env.DB_USER_NAME \n    + \" -d \" + process.env.DB_DATABASE_NAME \n    + \" -h \" + process.env.DB_HOST\n    + \" -p \" + process.env.DB_PORT\n    + \" -f backup\/\" + fileName + \" -F t\"\n\n).then(async () =&gt; {\n        console.log(\"Backup created\");\n        res.redirect(\"\/backup\/\" + fileName)\n    }).catch(err =&gt; {\n        console.log(err);\n        res.json({message: \"Something went wrong\"})\n    })\n\n})<\/code><\/pre>\n<p>\u307e\u305f\u3001Express\u30a2\u30d7\u30ea\u306e\u521d\u671f\u5316\u5f8c\u3001<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306e\u5148\u982d\u306b\u4ee5\u4e0b\u306e\u884c\u3092\u8ffd\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre><code class=\"language-js\">app.use('\/backup', express.static('backup'))<\/code><\/pre>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u95a2\u6570<code>express.static<\/code>\u3092\u4f7f\u7528\u3057\u3066<strong>backup\u30d5\u30a9\u30eb\u30c0<\/strong>\u304c\u9759\u7684\u306b\u63d0\u4f9b\u3055\u308c\u3001\u751f\u6210\u3055\u308c\u305f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u3092Node\u30a2\u30d7\u30ea\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<aside role=\"note\" class=\"wp-block-kinsta-notice is-style-info\">\n            <h3>Info<\/h3>\n        <p>PostgreSQL\u3067<code>server version mismatch<\/code>\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u30ed\u30fc\u30ab\u30eb\u306e<code>pg_dump<\/code>\u3068\u7570\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<code>pg_dump<\/code>\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u3001\u3069\u3061\u3089\u304b\u3092\u5909\u66f4\u3057\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/aside>\n\n<h3>2. \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u5fa9\u5143<\/h3>\n<p>Postgres\u3067\u306f\u3001<code>pg_restore<\/code>\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u5fa9\u5143\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5148\u307b\u3069\u306e<code>pg_dump<\/code>\u30b3\u30de\u30f3\u30c9\u306e\u3088\u3046\u306b\u3001<code>execute<\/code>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u30eb\u30fc\u30c8\u30b3\u30fc\u30c9\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get('\/restore', async (req, res) =&gt; {\n\n    const dir = 'backup'\n\n    \/\/ \u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u65e5\u9806\u306b\u4e26\u3079\u66ff\u3048\u308b\n    const files = fs.readdirSync(dir)\n        .filter((file) =&gt; fs.lstatSync(path.join(dir, file)).isFile())\n        .map((file) =&gt; ({ file, mtime: fs.lstatSync(path.join(dir, file)).mtime }))\n        .sort((a, b) =&gt; b.mtime.getTime() - a.mtime.getTime());\n\n    if (!files.length){\n        res.json({message: \"No backups available to restore from\"})\n    }\n\n    const fileName = files[0].file\n\n    \/\/ \u9078\u629e\u3057\u305f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5fa9\u5143\n    execute(\"PGPASSWORD=\" + process.env.PGPASS  + \" pg_restore -cC \"\n    + \"-U \" + process.env.DB_USER_NAME\n    + \" -h \" + process.env.DB_HOST\n    + \" -p \" + process.env.DB_PORT\n    + \" -d postgres backup\/\" + fileName\n)\n\n        .then(async ()=&gt; {\n            console.log(\"Restored\");\n            res.json({message: \"Backup restored\"})\n        }).catch(err=&gt; {\n        console.log(err);\n        res.json({message: \"Something went wrong\"})\n    })\n})<\/code><\/pre>\n<p>\u4e0a\u8a18\u30b3\u30fc\u30c9\u306f\u3001\u306f\u3058\u3081\u306b\u30ed\u30fc\u30ab\u30eb\u306e<strong>backup<\/strong>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u63a2\u3057\u3001\u6700\u65b0\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u4f5c\u6210\u65e5\u9806\u306b\u4e26\u3079\u66ff\u3048\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001<code>execute<\/code>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3063\u3066\u3001\u9078\u629e\u3057\u305f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30d5\u30a1\u30a4\u30eb\u3092\u5fa9\u5143\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u3092<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u3001\u95a2\u6570\u304c\u6b63\u3057\u304f\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">const fs = require('fs')\nconst path = require('path')<\/code><\/pre>\n<h3>3. \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u518d\u69cb\u7bc9<\/h3>\n<p>Postgres\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c6\u30fc\u30d6\u30eb\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u7834\u640d\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30d0\u30b0\u3084\u30a8\u30e9\u30fc\u306b\u8d77\u56e0\u3057\u3066\u304a\u308a\u3001\u7a7a\u306e\u30da\u30fc\u30b8\uff08\u307e\u305f\u306f\u307b\u307c\u7a7a\u306e\u30da\u30fc\u30b8\uff09\u304c\u591a\u3059\u304e\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u80a5\u5927\u5316\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u72b6\u6cc1\u3067\u306f\u3001Postgres\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u518d\u69cb\u7bc9\u3059\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<p>Postgres\u306b\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u518d\u69cb\u7bc9\u306b\u4fbf\u5229\u306a<a href=\"https:\/\/www.postgresql.org\/docs\/current\/sql-reindex.html\" target=\"_blank\" rel=\"noopener noreferrer\">REINDEX<\/a>\u30b3\u30de\u30f3\u30c9\u304c\u3042\u308a\u3001<a href=\"https:\/\/node-postgres.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">node-postgres<\/a>\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3063\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff08\u5f8c\u3067\u4ed6\u306e\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u53ef\uff09\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add pg<\/code><\/pre>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3092\u6b63\u3057\u304f\u521d\u671f\u5316\u3059\u308b\u305f\u3081\u306b\u3001<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306e\u4e00\u756a\u4e0a\u306eimports\u4ee5\u4e0b\u306b\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">const {Client} = require('pg')\nconst client = new Client({\n    user: process.env.DB_USER_NAME,\n    host: process.env.DB_HOST,\n    database: process.env.DB_DATABASE_NAME,\n    password: process.env.PGPASS,\n    port: process.env.DB_PORT\n})\n\n\n\nclient.connect(err =&gt; {\n    if (err) throw err;\n    console.log(\"Connected!\")\n})<\/code><\/pre>\n<p>\u3053\u306e\u30bf\u30b9\u30af\u306e\u5b9f\u88c5\u306f\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get(\"\/reindex\", async (req, res) =&gt; {\n\n    \/\/ \u5fc5\u8981\u6642\u306bREINDEX\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\n    await client.query(\"REINDEX TABLE Users;\")\n\n    res.json({message: \"Reindexed table successfully\"})\n})<\/code><\/pre>\n<p>\u4e0a\u8a18\u30b3\u30de\u30f3\u30c9\u306f\u3001Users\u30c6\u30fc\u30d6\u30eb\u5168\u4f53\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u518d\u4f5c\u6210\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u7279\u5b9a\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5168\u4f53\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u518d\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u7de8\u96c6\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>4. \u30c7\u30fc\u30bf\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u3068\u30d1\u30fc\u30b8<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5f90\u3005\u306b\u5927\u304d\u304f\u306a\u308b\u3082\u306e\u3067\u3001\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u306f\u4e0d\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u79fb\u3059\u81ea\u52d5\u30bf\u30b9\u30af\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304f\u306e\u304c\u8ce2\u3044\u5224\u65ad\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3067\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u8ee2\u9001\u306b\u306f\u5e83\u304fParquet\u30d5\u30a1\u30a4\u30eb\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/www.npmjs.com\/package\/parquetjs\" target=\"_blank\" rel=\"noopener noreferrer\">ParquetJS<\/a>\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3048\u3070\u3001Postgres\u306e\u30c7\u30fc\u30bf\u304b\u3089Parquet\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001<a href=\"https:\/\/ahana.io\/answers\/query-parquet-using-amazon-athena\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS Athena<\/a>\u306e\u3088\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u8aad\u307f\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001ParquetJS\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add parquetjs<\/code><\/pre>\n<p>\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u5927\u91cf\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u30af\u30a8\u30ea\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u307b\u3069\u306e\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30a2\u30d7\u30ea\u306e\u30e1\u30e2\u30ea\u306b\u4fdd\u5b58\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u6d88\u8cbb\u3057\u8cbb\u7528\u304c\u304b\u3055\u3080\u3060\u3051\u3067\u306a\u304f\u30a8\u30e9\u30fc\u3082\u767a\u751f\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001<a href=\"https:\/\/node-postgres.com\/apis\/cursor\" target=\"_blank\" rel=\"noopener noreferrer\">\u30ab\u30fc\u30bd\u30eb<\/a>\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u306e\u584a\u3092\u8aad\u307f\u8fbc\u307f\u3001\u51e6\u7406\u3059\u308b\u306e\u304c\u5f97\u7b56\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u3001<code>node-postgres<\/code>\u30d1\u30c3\u30b1\u30fc\u30b8\u306e<code>cursors<\/code>\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add pg-cursor<\/code><\/pre>\n<p>\u6b21\u306b\u3001\u4e21\u65b9\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">const Cursor = require('pg-cursor')\nconst parquet = require('parquetjs')<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089Parquet\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get('\/archive', async (req, res) =&gt; {\n\n    \/\/ \u30ab\u30fc\u30bd\u30eb\u3067\u3059\u3079\u3066\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u30af\u30a8\u30ea\u3057\u3001\u4e00\u5ea6\u306b10\u4ef6\u306e\u307f\u8aad\u307f\u8fbc\u3080\n    \/\/ \u6700\u4f4e1\u30f6\u6708\u4ee5\u4e0a\u524d\u306e\u30ec\u30b3\u30fc\u30c9\u3092\u30a2\u30fc\u30ab\u30a4\u30d6\u3059\u308b\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u3067\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u30ec\u30b3\u30fc\u30c9\u306e\u307f\u3092\u30a2\u30fc\u30ab\u30a4\u30d6\u3059\u308b\u306a\u3069\u3001\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u3053\u3053\u3067\u30af\u30a8\u30ea\u3092\u5909\u66f4\u53ef\u80fd\n    const queryString = \"SELECT * FROM COMMENTS;\"\n\n    const cursor = client.query(new Cursor(queryString))\n\n    \/\/ Parquet\u30d5\u30a1\u30a4\u30eb\u306e\u30b9\u30ad\u30fc\u30de\u3092\u5b9a\u7fa9\n    let schema = new parquet.ParquetSchema({\n        comment_id: { type: 'INT64' },\n        post_id: { type: 'INT64' },\n        user_id: { type: 'INT64' },\n        comment_text: { type: 'UTF8' },\n        timestamp: { type: 'TIMESTAMP_MILLIS' }\n    });\n\n\n\n    \/\/ Parquet\u30d5\u30a1\u30a4\u30eb\u30e9\u30a4\u30bf\u30fc\u3092\u958b\u304f\n    let writer = await parquet.ParquetWriter.openFile(schema, 'archive\/archive.parquet');\n\n    let rows = await cursor.read(10)\n\n    while (rows.length &gt; 0) {\n\n        for (let i = 0; i &lt; rows.length; i++) {\n            \/\/ \u30c6\u30fc\u30d6\u30eb\u304b\u3089\u5404\u884c\u3092Parquet\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u3080\n            await writer.appendRow(rows[i])\n        }\n\n        rows = await cursor.read(10)\n    }\n\n    await writer.close()\n    \n    \/\/ Parquet\u30d5\u30a1\u30a4\u30eb\u304c\u751f\u6210\u3055\u308c\u305f\u6642\u70b9\u3067\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30ec\u30b3\u30fc\u30c9\u3092\u524a\u9664\u3057\u3001\u30b9\u30da\u30fc\u30b9\u3092\u7a7a\u3051\u308b\u3053\u3068\u3092\u691c\u8a0e\n\n    \/\/ \u30e6\u30fc\u30b6\u30fc\u3092\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3078\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\n    res.redirect(\"\/archive\/archive.parquet\")\n})<\/code><\/pre>\n<p>Express\u30a2\u30d7\u30ea\u306e\u521d\u671f\u5316\u5f8c\u3001<strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u306e\u5148\u982d\u306b\u4ee5\u4e0b\u3092\u8cbc\u308a\u4ed8\u3051\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.use('\/archive', express.static('archive'))<\/code><\/pre>\n<p>\u3053\u308c\u3067<strong>archive<\/strong>\u30d5\u30a9\u30eb\u30c0\u304c\u9759\u7684\u306b\u63d0\u4f9b\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u751f\u6210\u3055\u308c\u305fParquet\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30a2\u30fc\u30ab\u30a4\u30d6\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b<strong>archive<\/strong>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u304a\u5fd8\u308c\u306a\u304f\u3002<\/p>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3066\u3001\u30d1\u30fc\u30b1\u30c3\u30c8\u30d5\u30a1\u30a4\u30eb\u3092<a href=\"https:\/\/sparkbyexamples.com\/spark\/spark-read-write-parquet-file-from-amazon-s3\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS S3 \u30d0\u30b1\u30c3\u30c8<\/a>\u306b\u81ea\u52d5\u3067\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001cron\u30b8\u30e7\u30d6\u3067\u81ea\u52d5\u7684\u306b\u3053\u306e\u30bf\u30b9\u30af\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3>5. \u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7<\/h3>\n<p>\u53e4\u304f\u306a\u3063\u305f\u308a\u7121\u95a2\u4fc2\u306b\u306a\u3063\u305f\u308a\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u3082\u3001\u4e00\u822c\u7684\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3068\u3057\u3066\u91cd\u8981\u3067\u3059\u3002\u4ee5\u4e0b\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u4e00\u74b0\u3068\u3057\u3066\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u304c\u5fc5\u8981\u306b\u306a\u308b2\u3064\u306e\u30b1\u30fc\u30b9\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001\u3053\u306e\u30bf\u30b9\u30af\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u5fdc\u3058\u3066\u72ec\u81ea\u306b\u8a2d\u5b9a\u3057\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306f\u3042\u304f\u307e\u3067\u3082\u4e00\u4f8b\u3068\u3057\u3066\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h4>\u65e5\u4ed8\uff08\u6700\u7d42\u66f4\u65b0\u65e5\u307e\u305f\u306f\u6700\u7d42\u30a2\u30af\u30bb\u30b9\u65e5\uff09\u306b\u57fa\u3065\u3044\u305f\u30ec\u30b3\u30fc\u30c9\u306e\u524a\u9664<\/h4>\n<p>\u65e5\u4ed8\u306b\u57fa\u3065\u3044\u305f\u30ec\u30b3\u30fc\u30c9\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u306f\u3001\u6bd4\u8f03\u7684\u7c21\u5358\u3067\u3059\u3002\u8a2d\u5b9a\u3057\u305f\u65e5\u4ed8\u3088\u308a\u53e4\u3044\u30ec\u30b3\u30fc\u30c9\u3092\u524a\u9664\u3059\u308b\u30af\u30a8\u30ea\u3092\u66f8\u3051\u3070OK\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u30012023\u5e7410\u67089\u65e5\u4ee5\u524d\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u524a\u9664\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get(\"\/clean-by-age\", async (req, res) =&gt; {\n\n    \/\/ 2023\u5e7410\u67089\u65e5\u4ee5\u524d\u306b\u6295\u7a3f\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u524a\u9664\n    const result = await client.query(\"DELETE FROM COMMENTS WHERE timestamp &lt; '09-10-2023 00:00:00'\")\n\n    if (result.rowCount &gt; 0) {\n        res.json({message: \"Cleaned up \" + result.rowCount + \" rows successfully!\"})\n    } else {\n        res.json({message: \"Nothing to clean up!\"})\n    }\n})<\/code><\/pre>\n<p><code>\/clean-by-age<\/code>\u30eb\u30fc\u30c8\u306bGET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3066\u3001\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>\u72ec\u81ea\u306e\u6761\u4ef6\u306b\u57fa\u3065\u3044\u305f\u30ec\u30b3\u30fc\u30c9\u306e\u524a\u9664<\/h4>\n<p>\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u4ed6\u306e\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30ec\u30b3\u30fc\u30c9\u306b\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u306a\u3044\u30ec\u30b3\u30fc\u30c9\u3092\u524a\u9664\u3059\u308b\uff08\u300c\u5b64\u5150\u300d\u306e\u72b6\u614b\u306b\u3059\u308b\uff09\u306a\u3069\u3001\u305d\u306e\u4ed6\u306e\u6761\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u304a\u305d\u3089\u304f\u4e8c\u5ea6\u3068\u5fc5\u8981\u306a\u3044\u3067\u3042\u308d\u3046\u3001\u524a\u9664\u3055\u308c\u305f\u6295\u7a3f\u3078\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u898b\u3064\u3051\u3066\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get('\/conditional',  async (req, res) =&gt; {\n\n    \/\/ \u30a2\u30af\u30c6\u30a3\u30d6\u306a\u6295\u7a3f\u306b\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u306a\u3044\u3059\u3079\u3066\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u524a\u9664\n    const result = await client.query(\"DELETE FROM COMMENTS WHERE post_id NOT IN (SELECT post_id from Posts);\")\n\n    if (result.rowCount &gt; 0) {\n        res.json({message: \"Cleaned up \" + result.rowCount + \" rows successfully!\"})\n    } else {\n        res.json({message: \"Nothing to clean up!\"})\n    }\n})<\/code><\/pre>\n<p>\u3053\u306e\u3088\u3046\u306a\u5f62\u3067\u3001\u3053\u306e\u30b3\u30fc\u30c9\u3092\u57fa\u672c\u306b\u3001\u72ec\u81ea\u306e\u6761\u4ef6\u306b\u5408\u308f\u305b\u3066\u30b3\u30fc\u30c9\u3092\u5fdc\u7528\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>6. \u30c7\u30fc\u30bf\u64cd\u4f5c<\/h3>\n<p>\u4e0d\u9069\u5207\u306a\u8868\u73fe\u3092\u691c\u95b2\u3057\u305f\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u7d75\u6587\u5b57\u306b\u5909\u63db\u3057\u305f\u308a\u3059\u308b\u306a\u3069\u3001\u30c7\u30fc\u30bf\u306e\u64cd\u4f5c\u3084\u5909\u63db\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u306e1\u3064\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30bf\u30b9\u30af\u306f\u4ed6\u306e\u591a\u304f\u306e\u64cd\u4f5c\u3068\u306f\u7570\u306a\u308a\u3001\u9031\u3084\u6708\u306e\u6c7a\u307e\u3063\u305f\u65e5\u6642\u306b\u3059\u3079\u3066\u306e\u884c\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u66f4\u65b0\u3055\u308c\u305f\u3068\u304d\u306b\u5b9f\u884c\u3059\u308b\u306e\u304c\u7406\u60f3\u7684\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f2\u3064\u306e\u30bf\u30b9\u30af\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u4ed6\u306e\u30bf\u30b9\u30af\u306b\u3082\u5fdc\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4>\u30c6\u30ad\u30b9\u30c8\u3092\u7d75\u6587\u5b57\u306b\u5909\u63db\u3059\u308b<\/h4>\n<p>\u60c5\u5831\u306e\u4e00\u8cab\u6027\u3092\u4fdd\u3061\u3001\u3088\u308a\u826f\u3044\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u3001\u300c:)\u300d\u3084\u300cxD\u300d\uff08\u6d77\u5916\u3067\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b\u9854\u6587\u5b57\uff09\u306a\u3069\u306e\u6587\u5b57\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u7d75\u6587\u5b57\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get(\"\/emoji\", async (req, res) =&gt; {\n    \/\/ \u5909\u63db\u304c\u5fc5\u8981\u306a\u7d75\u6587\u5b57\u306e\u30ea\u30b9\u30c8\u3092\u5b9a\u7fa9\n    const emojiMap = {\n        'xD': '\ud83d\ude01',\n        ':)': '\ud83d\ude0a',\n        ':-)': '\ud83d\ude04',\n        ':jack_o_lantern:': '\ud83c\udf83',\n        ':ghost:': '\ud83d\udc7b',\n        ':santa:': '\ud83c\udf85',\n        ':christmas_tree:': '\ud83c\udf84',\n        ':gift:': '\ud83c\udf81',\n        ':bell:': '\ud83d\udd14',\n        ':no_bell:': '\ud83d\udd15',\n        ':tanabata_tree:': '\ud83c\udf8b',\n        ':tada:': '\ud83c\udf89',\n        ':confetti_ball:': '\ud83c\udf8a',\n        ':balloon:': '\ud83c\udf88'\n    }\n\n    \/\/ \u30de\u30c3\u30d7\u304b\u3089\u3059\u3079\u3066\u306e\u7d75\u6587\u5b57\u306b\u5bfe\u3059\u308b\u6761\u4ef6\u30c1\u30a7\u30c3\u30af\u3092\u8ffd\u52a0\u3059\u308bSQL\u30af\u30a8\u30ea\u3092\u69cb\u7bc9\n    let queryString = \"SELECT * FROM COMMENTS WHERE\"\n\n    queryString += \" COMMENT_TEXT LIKE '%\" + Object.keys(emojiMap)[0] + \"%' \"\n\n    if (Object.keys(emojiMap).length &gt; 1) {\n        for (let i = 1; i &lt; Object.keys(emojiMap).length; i++) {\n            queryString += \" OR COMMENT_TEXT LIKE '%\" + Object.keys(emojiMap)[i] + \"%' \"\n        }\n    }\n\n    queryString += \";\"\n\n    const result = await client.query(queryString)\n\n    if (result.rowCount === 0) {\n        res.json({message: \"No rows to clean up!\"})\n    } else {\n        for (let i = 0; i &lt; result.rows.length; i++) {\n\n            const currentRow = result.rows[i]\n            let emoji\n\n            \/\/ \u7d75\u6587\u5b57\u3092\u542b\u3080\u884c\u3092\u3069\u306e\u7d75\u6587\u5b57\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u306e\u304b\u3068\u5171\u306b\u7279\u5b9a\n            for (let j = 0; j &lt; Object.keys(emojiMap).length; j++) {\n                if (currentRow.comment_text.includes(Object.keys(emojiMap)[j])) {\n                    emoji = Object.keys(emojiMap)[j]\n                    break\n                }\n            }\n\n            \/\/ \u30c6\u30ad\u30b9\u30c8\u5185\u306e\u7d75\u6587\u5b57\u3092\u7f6e\u63db\u3057\u3001\u6b21\u306e\u884c\u306b\u9032\u3080\u524d\u306b\u884c\u3092\u66f4\u65b0\n            const updateQuery = \"UPDATE COMMENTS SET COMMENT_TEXT = '\" + currentRow.comment_text.replace(emoji, emojiMap[emoji]) + \"' WHERE COMMENT_ID = \" + currentRow.comment_id + \";\"\n\n            await client.query(updateQuery)\n        }\n\n        res.json({message: \"All emojis cleaned up successfully!\"})\n    }\n\n})<\/code><\/pre>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u304c\u3001\u7d75\u6587\u5b57\u3068\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u8868\u73fe\u306e\u4e00\u89a7\u3092\u5b9a\u7fa9\u3057\u305f\u5f8c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u7167\u4f1a\u3057\u3066\u305d\u308c\u3089\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u63a2\u3057\u3001\u7d75\u6587\u5b57\u306b\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n<h4>\u4e0d\u9069\u5207\u306a\u8868\u73fe\u306e\u691c\u95b2<\/h4>\n<p>\u30e6\u30fc\u30b6\u30fc\u306b\u3088\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6295\u7a3f\u3092\u8a31\u53ef\u3059\u308b\u30a2\u30d7\u30ea\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u30bf\u30b9\u30af\u306f\u3001\u4e0d\u9069\u5207\u306a\u8868\u73fe\u306e\u691c\u95b2\u3067\u3059\u3002\u4e0a\u306e\u7d75\u6587\u5b57\u306e\u5909\u63db\u3068\u540c\u69d8\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3001\u4e0d\u9069\u5207\u306a\u8868\u73fe\u3092\u7279\u5b9a\u3057\u3001\u30a2\u30b9\u30bf\u30ea\u30b9\u30af\uff08\uff0a\uff09\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002bad-words\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3048\u3070\u3001\u3053\u308c\u3092\u5bb9\u6613\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-bash\">yarn add bad-words<\/code><\/pre>\n<p><strong>index.js<\/strong>\u30d5\u30a1\u30a4\u30eb\u3067\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u521d\u671f\u5316\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">const Filter = require('bad-words');\nfilter = new Filter();<\/code><\/pre>\n<p>\u7d9a\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3063\u3066\u3001\u30b3\u30e1\u30f3\u30c8\u30c6\u30fc\u30d6\u30eb\u306e\u4e0d\u9069\u5207\u306a\u8868\u73fe\u3092\u691c\u95b2\u3057\u307e\u3059\u3002<\/p>\n<pre><code class=\"language-js\">app.get('\/obscene', async (req, res) =&gt; {\n\n    \/\/ \u30ab\u30fc\u30bd\u30eb\u3092\u4f7f\u3063\u3066\u3059\u3079\u3066\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u7167\u4f1a\u3057\u3001\u4e00\u5ea6\u306b10\u4ef6\u3060\u3051\u3092\u8aad\u307f\u8fbc\u3080\n    const queryString = \"SELECT * FROM COMMENTS;\"\n\n    const cursor = client.query(new Cursor(queryString))\n\n    let rows = await cursor.read(10)\n\n    const affectedRows = []\n\n    while (rows.length &gt; 0) {\n\n        for (let i = 0; i &lt; rows.length; i++) {\n            \/\/ \u5404\u30b3\u30e1\u30f3\u30c8\u306b\u4e0d\u9069\u5207\u306a\u8868\u73fe\u304c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\n            if (filter.isProfane(rows[i].comment_text)) {\n                affectedRows.push(rows[i])\n            }\n        }\n\n        rows = await cursor.read(10)\n    }\n\n    cursor.close()\n\n    \/\/ \u4e0d\u9069\u5207\u306a\u8868\u73fe\u3092\u542b\u3080\u30b3\u30e1\u30f3\u30c8\u306f\u3001\u691c\u95b2\u5f8c\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u5909\u66f4\n    for (let i = 0; i &lt; affectedRows.length; i++) {\n        const row = affectedRows[i]\n        const updateQuery = \"UPDATE COMMENTS SET COMMENT_TEXT = '\" + filter.clean(row.comment_text) + \"' WHERE COMMENT_ID = \" + row.comment_id + \";\"\n        await client.query(updateQuery)\n    }\n\n    res.json({message: \"Cleanup complete\"})\n\n})<\/code><\/pre>\n<p><a href=\"https:\/\/github.com\/krharsh17\/node-db-maintenance\" target=\"_blank\" rel=\"noopener noreferrer\">\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3054\u7d39\u4ecb\u3057\u305f\u30b3\u30fc\u30c9\u306e\u3059\u3079\u3066\u306f\u3053\u3061\u3089<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>PostgreSQL\u306eVACUUM<\/h2>\n<p>\u4e0a\u8a18\u3067\u3054\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306a\u72ec\u81ea\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u8a2d\u5b9a\u3059\u308b\u4ee5\u5916\u306b\u3082\u3001PostgreSQL\u7d44\u307f\u8fbc\u307f\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6a5f\u80fd\u3067\u3042\u308b\u3001<a href=\"https:\/\/www.postgresql.org\/docs\/current\/routine-vacuuming.html\" target=\"_blank\" rel=\"noopener noreferrer\">VACUUM<\/a>\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>VACUUM\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6027\u80fd\u3092\u6700\u9069\u5316\u3057\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u3092\u78ba\u4fdd\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002auto-vacuum\u30c7\u30fc\u30e2\u30f3\u306b\u3088\u3063\u3066\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u901a\u308a\u306b\u5b9f\u884c\u3055\u308c\u307e\u3059\u304c\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u624b\u52d5\u3067\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30d0\u30ad\u30e5\u30fc\u30e0\u51e6\u7406\u3092\u5b9a\u671f\u7684\u306b\u884c\u3046\u3053\u3068\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30a3\u30b9\u30af\u9818\u57df\u306e\u89e3\u653e<\/strong>\u2500VACCUM\u306e\u4e3b\u306a\u5f79\u5272\u306e1\u3064\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30d6\u30ed\u30c3\u30af\u3055\u308c\u305f\u30c7\u30a3\u30b9\u30af\u9818\u57df\u3092\u89e3\u653e\u3059\u308b\u3053\u3068\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u30c7\u30fc\u30bf\u304c\u5e38\u306b\u633f\u5165\u3001\u66f4\u65b0\u3001\u524a\u9664\u3055\u308c\u308b\u305f\u3081\u3001\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3067\u4e71\u96d1\u306b\u306a\u308a\u3001\u30c7\u30a3\u30b9\u30af\u4e0a\u306e\u9818\u57df\u3092\u5fc5\u8981\u4ee5\u4e0a\u306b\u5360\u6709\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30d0\u30ad\u30e5\u30fc\u30e0\u51e6\u7406\u306b\u3088\u3063\u3066\u3001\u3053\u308c\u3092\u8b58\u5225\u3057\u3066\u524a\u9664\u3057\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u51e6\u7406\u306a\u3057\u3067\u306f\u3001\u30c7\u30a3\u30b9\u30af\u9818\u57df\u306f\u5f90\u3005\u306b\u67af\u6e07\u3057\u3001\u6027\u80fd\u4f4e\u4e0b\u3084\u30b7\u30b9\u30c6\u30e0\u30af\u30e9\u30c3\u30b7\u30e5\u306b\u3064\u306a\u304c\u308b\u6050\u308c\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5b9f\u884c\u8a08\u753b\u306e\u66f4\u65b0<\/strong>\u2500\u30af\u30a8\u30ea\u5b9f\u884c\u8a08\u753b\u3067\u4f7f\u7528\u3059\u308b\u7d71\u8a08\u60c5\u5831\u3068\u6307\u6a19\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u306e\u306b\u3082\u6709\u7528\u3067\u3059\u3002\u52b9\u7387\u7684\u306a\u5b9f\u884c\u8a08\u753b\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u6b63\u78ba\u306a\u30c7\u30fc\u30bf\u5206\u5e03\u3068\u7d71\u8a08\u60c5\u5831\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30d0\u30ad\u30e5\u30fc\u30e0\u51e6\u7406\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u6307\u6a19\u304c\u6700\u65b0\u306e\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\u3084\u554f\u3044\u5408\u308f\u305b\u306e\u6700\u9069\u5316\u306b\u95a2\u3057\u3066\u3088\u308a\u9069\u5207\u306a\u5224\u65ad\u3092\u4e0b\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u53ef\u8996\u6027\u30de\u30c3\u30d7\u306e\u66f4\u65b0<\/strong>\u2500\u3053\u308c\u3082\u30d0\u30ad\u30e5\u30fc\u30e0\u51e6\u7406\u306e\u91cd\u8981\u306a\u5f79\u5272\u3067\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u3069\u306e\u30c7\u30fc\u30bf\u30d6\u30ed\u30c3\u30af\u304c\u5168\u3066\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304b\u3089\u5b8c\u5168\u306b\u53ef\u8996\u3067\u3042\u308b\u304b\u3092\u8b58\u5225\u3057\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30d6\u30ed\u30c3\u30af\u306e\u307f\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u5bfe\u8c61\u306b\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u8cbb\u7528\u3068\u624b\u9593\u306e\u304b\u304b\u308b\u4e0d\u8981\u306aI\/O\u64cd\u4f5c\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u3053\u3068\u3067\u3001\u30d0\u30ad\u30e5\u30fc\u30e0\u51e6\u7406\u306e\u52b9\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002<\/li>\n<li><strong>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3ID\u5468\u56de\u554f\u984c\u306e\u9632\u6b62<\/strong>\u2500PostgreSQL\u306f32\u30d3\u30c3\u30c8\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3ID\u30ab\u30a6\u30f3\u30bf\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u304c\u6700\u5927\u5024\u306b\u9054\u3059\u308b\u3068\u5468\u56de\u304c\u8d77\u3053\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002VACCUM\u306b\u3088\u3063\u3066\u3001\u53e4\u3044\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u51cd\u7d50\u3057\u305f\u3082\u306e\u3068\u3057\u3066\u30de\u30fc\u30af\u3057\u3001ID\u30ab\u30a6\u30f3\u30bf\u30fc\u304c\u5468\u56de\u3057\u3066\u30c7\u30fc\u30bf\u7834\u640d\u3092\u5f15\u304d\u8d77\u3053\u3059\u306e\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3092\u7121\u8996\u3059\u308b\u3068\u3001\u81f4\u547d\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u969c\u5bb3\u306b\u3064\u306a\u304c\u308a\u304b\u306d\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n<p>\u5148\u306b\u3082\u89e6\u308c\u307e\u3057\u305f\u304c\u3001PostgreSQL\u306f\u3001<a href=\"https:\/\/www.postgresql.org\/docs\/current\/routine-vacuuming.html#AUTOVACUUM\" target=\"_blank\" rel=\"noopener noreferrer\">\u81ea\u52d5VACCUM<\/a>\u3068<a href=\"https:\/\/www.postgresql.org\/docs\/current\/sql-vacuum.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u624b\u52d5VACCUM<\/a>\u306e2\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u81ea\u52d5VACCUM\u306f\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u8a2d\u5b9a\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6d3b\u52d5\u306b\u57fa\u3065\u3044\u3066\u81ea\u52d5\u7684\u306b\u30d7\u30ed\u30bb\u30b9\u304c\u7ba1\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u57fa\u672c\u7684\u306b\u306f\u3053\u3061\u3089\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u624b\u52d5VACCUM\u3067\u306f\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u7ba1\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4fdd\u5b88\u7ba1\u7406\u306b\u7cbe\u901a\u3057\u3066\u3044\u308b\u4e0a\u7d1a\u8005\u5411\u3051\u3067\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u3092\u9078\u629e\u3059\u308b\u304b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b5\u30a4\u30ba\u3001\u8ca0\u8377\u3001\u5229\u7528\u53ef\u80fd\u306a\u30ea\u30bd\u30fc\u30b9\u306a\u3069\u306b\u3088\u3063\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u5c0f\u30fb\u4e2d\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u81ea\u52d5VACCUM\u3092\u4f7f\u7528\u3059\u308b\u306e\u3067\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5927\u898f\u6a21\u3042\u308b\u3044\u306f\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u624b\u52d5\u306e\u64cd\u4f5c\u304c\u5fc5\u8981\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306f\u6c7a\u3057\u3066\u4fae\u308c\u307e\u305b\u3093\u3002\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u6700\u9069\u5316\u3057\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u6574\u7406\u6574\u9813\u3092\u884c\u3046\u3053\u3068\u3067\u3001PostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u898f\u6a21\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3082\u3001\u7834\u640d\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001Node.js\u3068Express\u3092\u6271\u3046\u969b\u3001PostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5ff5\u5165\u308a\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u884c\u3046\u3053\u3068\u306e\u91cd\u8981\u6027\u306b\u3064\u3044\u3066\u6398\u308a\u4e0b\u3052\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ed6\u306b\u3082\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u3092\u3054\u5b58\u77e5\u3067\u3059\u304b\uff1f\u3042\u308b\u3044\u306f\u3001\u4eca\u56de\u53d6\u308a\u4e0a\u3052\u305f\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u306e\u3088\u308a\u826f\u3044\u5b9f\u88c5\u65b9\u6cd5\u3092\u3054\u5b58\u77e5\u3067\u3059\u304b\uff1f\u4ee5\u4e0b\u306e\u30b3\u30e1\u30f3\u30c8\u6b04\u3067\u305c\u3072\u304a\u805e\u304b\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u304c\u9032\u6b69\u3092\u9042\u3052\u308b\u4e2d\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f &#8230;<\/p>\n","protected":false},"author":238,"featured_media":52408,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kinsta_gated_content":false,"_kinsta_gated_content_redirect":"","footnotes":""},"tags":[],"topic":[792,800,810],"class_list":["post-52407","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","topic-node-js","topic-postgresql","topic-tech-tips"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.6 (Yoast SEO v24.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff5cKinsta\u00ae<\/title>\n<meta name=\"description\" content=\"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\" \/>\n<meta property=\"og:description\" content=\"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\" \/>\n<meta property=\"og:site_name\" content=\"Kinsta\u00ae\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Kinsta-Japan-334616080691171\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-23T12:29:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-30T08:43:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1460\" \/>\n\t<meta property=\"og:image:height\" content=\"730\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kumar Harsh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@Kinsta_JP\" \/>\n<meta name=\"twitter:site\" content=\"@Kinsta_JP\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kumar Harsh\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"5\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\"},\"author\":{\"name\":\"Kumar Harsh\",\"@id\":\"https:\/\/kinsta.com\/jp\/#\/schema\/person\/3a80efffa9cbb0333cc9c22b754415d9\"},\"headline\":\"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\",\"datePublished\":\"2023-11-23T12:29:00+00:00\",\"dateModified\":\"2023-11-30T08:43:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\"},\"wordCount\":182,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/kinsta.com\/jp\/#organization\"},\"image\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\",\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\",\"url\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\",\"name\":\"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff5cKinsta\u00ae\",\"isPartOf\":{\"@id\":\"https:\/\/kinsta.com\/jp\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\",\"datePublished\":\"2023-11-23T12:29:00+00:00\",\"dateModified\":\"2023-11-30T08:43:50+00:00\",\"description\":\"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage\",\"url\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\",\"contentUrl\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg\",\"width\":1460,\"height\":730},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/kinsta.com\/jp\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"PostgreSQL\",\"item\":\"https:\/\/kinsta.com\/jp\/topics\/postgresql\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/kinsta.com\/jp\/#website\",\"url\":\"https:\/\/kinsta.com\/jp\/\",\"name\":\"Kinsta\u00ae\",\"description\":\"\u9ad8\u901f\u304b\u3064\u5805\u7262\u306a\u30d7\u30ec\u30df\u30a2\u30e0\u30b5\u30fc\u30d0\u30fc\u30b5\u30fc\u30d3\u30b9\",\"publisher\":{\"@id\":\"https:\/\/kinsta.com\/jp\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/kinsta.com\/jp\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/kinsta.com\/jp\/#organization\",\"name\":\"Kinsta\",\"url\":\"https:\/\/kinsta.com\/jp\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/kinsta.com\/jp\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/12\/kinsta-logo.jpeg\",\"contentUrl\":\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/12\/kinsta-logo.jpeg\",\"width\":500,\"height\":500,\"caption\":\"Kinsta\"},\"image\":{\"@id\":\"https:\/\/kinsta.com\/jp\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/Kinsta-Japan-334616080691171\/\",\"https:\/\/x.com\/Kinsta_JP\",\"https:\/\/www.instagram.com\/kinstahosting\/\",\"https:\/\/www.linkedin.com\/company\/kinsta\/\",\"https:\/\/www.pinterest.com\/kinstahosting\/\",\"https:\/\/www.youtube.com\/c\/Kinsta\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/kinsta.com\/jp\/#\/schema\/person\/3a80efffa9cbb0333cc9c22b754415d9\",\"name\":\"Kumar Harsh\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/kinsta.com\/jp\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/de2d8d6273bdcc3dfa2f8270428f95b2?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/de2d8d6273bdcc3dfa2f8270428f95b2?s=96&d=mm&r=g\",\"caption\":\"Kumar Harsh\"},\"description\":\"Kumar is a software developer and a technical author based in India. He specializes in JavaScript and DevOps. You can learn more about his work on his website.\",\"sameAs\":[\"https:\/\/kumarharsh.me\"],\"url\":\"https:\/\/kinsta.com\/jp\/blog\/author\/kumarharsh\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff5cKinsta\u00ae","description":"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/","og_locale":"ja_JP","og_type":"article","og_title":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9","og_description":"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002","og_url":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/","og_site_name":"Kinsta\u00ae","article_publisher":"https:\/\/www.facebook.com\/Kinsta-Japan-334616080691171\/","article_published_time":"2023-11-23T12:29:00+00:00","article_modified_time":"2023-11-30T08:43:50+00:00","og_image":[{"width":1460,"height":730,"url":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","type":"image\/jpeg"}],"author":"Kumar Harsh","twitter_card":"summary_large_image","twitter_description":"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002","twitter_image":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","twitter_creator":"@Kinsta_JP","twitter_site":"@Kinsta_JP","twitter_misc":{"\u57f7\u7b46\u8005":"Kumar Harsh","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"5\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#article","isPartOf":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/"},"author":{"name":"Kumar Harsh","@id":"https:\/\/kinsta.com\/jp\/#\/schema\/person\/3a80efffa9cbb0333cc9c22b754415d9"},"headline":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9","datePublished":"2023-11-23T12:29:00+00:00","dateModified":"2023-11-30T08:43:50+00:00","mainEntityOfPage":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/"},"wordCount":182,"commentCount":0,"publisher":{"@id":"https:\/\/kinsta.com\/jp\/#organization"},"image":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage"},"thumbnailUrl":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/","url":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/","name":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\uff5cKinsta\u00ae","isPartOf":{"@id":"https:\/\/kinsta.com\/jp\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage"},"image":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage"},"thumbnailUrl":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","datePublished":"2023-11-23T12:29:00+00:00","dateModified":"2023-11-30T08:43:50+00:00","description":"Node.js\u3092\u4f7f\u3063\u305f\u30b7\u30fc\u30e0\u30ec\u30b9\u306aPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u65b9\u6cd5\u3092\u5b66\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u307e\u3057\u3087\u3046\u3002","breadcrumb":{"@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#primaryimage","url":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","contentUrl":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/11\/database-maintenance-plan.jpg","width":1460,"height":730},{"@type":"BreadcrumbList","@id":"https:\/\/kinsta.com\/jp\/blog\/database-maintenance-plan\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kinsta.com\/jp\/"},{"@type":"ListItem","position":2,"name":"PostgreSQL","item":"https:\/\/kinsta.com\/jp\/topics\/postgresql\/"},{"@type":"ListItem","position":3,"name":"Node.js\u3092\u4f7f\u7528\u3057\u305fPostgreSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9"}]},{"@type":"WebSite","@id":"https:\/\/kinsta.com\/jp\/#website","url":"https:\/\/kinsta.com\/jp\/","name":"Kinsta\u00ae","description":"\u9ad8\u901f\u304b\u3064\u5805\u7262\u306a\u30d7\u30ec\u30df\u30a2\u30e0\u30b5\u30fc\u30d0\u30fc\u30b5\u30fc\u30d3\u30b9","publisher":{"@id":"https:\/\/kinsta.com\/jp\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kinsta.com\/jp\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/kinsta.com\/jp\/#organization","name":"Kinsta","url":"https:\/\/kinsta.com\/jp\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/kinsta.com\/jp\/#\/schema\/logo\/image\/","url":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/12\/kinsta-logo.jpeg","contentUrl":"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2023\/12\/kinsta-logo.jpeg","width":500,"height":500,"caption":"Kinsta"},"image":{"@id":"https:\/\/kinsta.com\/jp\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Kinsta-Japan-334616080691171\/","https:\/\/x.com\/Kinsta_JP","https:\/\/www.instagram.com\/kinstahosting\/","https:\/\/www.linkedin.com\/company\/kinsta\/","https:\/\/www.pinterest.com\/kinstahosting\/","https:\/\/www.youtube.com\/c\/Kinsta"]},{"@type":"Person","@id":"https:\/\/kinsta.com\/jp\/#\/schema\/person\/3a80efffa9cbb0333cc9c22b754415d9","name":"Kumar Harsh","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/kinsta.com\/jp\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/de2d8d6273bdcc3dfa2f8270428f95b2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/de2d8d6273bdcc3dfa2f8270428f95b2?s=96&d=mm&r=g","caption":"Kumar Harsh"},"description":"Kumar is a software developer and a technical author based in India. He specializes in JavaScript and DevOps. You can learn more about his work on his website.","sameAs":["https:\/\/kumarharsh.me"],"url":"https:\/\/kinsta.com\/jp\/blog\/author\/kumarharsh\/"}]}},"acf":[],"_links":{"self":[{"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/posts\/52407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/users\/238"}],"replies":[{"embeddable":true,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/comments?post=52407"}],"version-history":[{"count":10,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/posts\/52407\/revisions"}],"predecessor-version":[{"id":52663,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/posts\/52407\/revisions\/52663"}],"alternate":[{"embeddable":true,"hreflang":"en","title":"English","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/en"},{"embeddable":true,"hreflang":"it","title":"Italian","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/it"},{"embeddable":true,"hreflang":"pt","title":"Portuguese","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/pt"},{"embeddable":true,"hreflang":"fr","title":"French","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/fr"},{"embeddable":true,"hreflang":"de","title":"German","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/de"},{"embeddable":true,"hreflang":"ja","title":"Japanese","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/jp"},{"embeddable":true,"hreflang":"es","title":"Spanish","href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/translations\/es"},{"href":"https:\/\/kinsta.com\/jp\/wp-json\/kinsta\/v1\/posts\/52407\/tree"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/media\/52408"}],"wp:attachment":[{"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/media?parent=52407"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/tags?post=52407"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/kinsta.com\/jp\/wp-json\/wp\/v2\/topic?post=52407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}