{"id":14582,"date":"2015-12-06T12:00:08","date_gmt":"2015-12-06T03:00:08","guid":{"rendered":"http:\/\/labs.gree.jp\/blog\/?p=14582"},"modified":"2015-12-04T18:16:40","modified_gmt":"2015-12-04T09:16:40","slug":"dynamodb%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%9fkpi%e4%bf%9d%e5%ad%98%e3%82%b7%e3%82%b9%e3%83%86%e3%83%a0","status":"publish","type":"post","link":"https:\/\/labs.gree.jp\/blog\/2015\/12\/14582\/","title":{"rendered":"DynamoDB\u3092\u4f7f\u3063\u305fKPI\u4fdd\u5b58\u30b7\u30b9\u30c6\u30e0"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\uff01\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306e\u9577\u8c37\u5ddd\u3068\u7530\u7560\u3067\u3059\u3002<br \/>\n\u30b0\u30ea\u30fc\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u826f\u304f\u3059\u308b\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306fGREE Advent Calendar 2015\u306e6\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\u6628\u65e5\u306e<a href=\"http:\/\/labs.gree.jp\/blog\/2015\/12\/14618\/\" target=\"_blank\">Robin\u3055\u3093\u306e\u8a18\u4e8b<\/a>\u306fVR\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3060\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3053\u305d\u66f8\u3051\u308b\u8a18\u4e8b\u3067\u3001\u307f\u306a\u3055\u3093\u306b\u3068\u3063\u3066\u3082\u65b0\u9bae\u3060\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<br \/>\n\u4eca\u65e5\u306f\u30b2\u30fc\u30e0\u304b\u3089\u5c11\u3057\u96e2\u308c\u3066\u3001KPI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u304b\u3089AWS\u306b\u79fb\u884c\u3057\u305f\u8a71\u3092\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u6700\u5f8c\u307e\u3067\u304a\u4ed8\u304d\u5408\u3044\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>KPI\u5206\u6790\u3092\u5b9a\u5e38\u7684\u306b\u884c\u3046\u3053\u3068\u306f\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u6539\u5584\u306e\u305f\u3081\u306b\u975e\u5e38\u306b\u91cd\u8981\u3067\u3042\u308a\u3001\u30b0\u30ea\u30fc\u306b\u304a\u3044\u3066\u3082\u591a\u304f\u306e\u30d7\u30ed\u30c0\u30af\u30c8\u304cKPI\u3092\u95b2\u89a7\/\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u793e\u5185\u306e\u5206\u6790\u74b0\u5883\u3067\u306f\u3001KPI\u306e\u30c7\u30fc\u30bf\u306f\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58\u3055\u308c\u3066\u304a\u308a\u3001\u5185\u88fd\u306e\u30b0\u30e9\u30d5\u63cf\u753b\u30c4\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3067\u30b0\u30e9\u30d5\u3068\u3057\u3066\u95b2\u89a7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u307e\u3067\u306f\u4e00\u90e8\u306eKPI\u306e\u30c7\u30fc\u30bf\u3092\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u306b\u3042\u308b<a href=\"http:\/\/opentsdb.net\/\" target=\"_blank\">OpenTSDB<\/a>\u306b\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3057\u305f\u3002OpenTSDB\u306fHBase\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u3057\u305fOSS\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u5927\u91cf\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u65e2\u306b\u5185\u88fd\u30b0\u30e9\u30d5\u30c4\u30fc\u30eb\u304c\u3042\u3063\u305f\u305f\u3081\u4f7f\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001OpenTSDB\u306f\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u4eca\u5e74\u306e\u590f\u306bHBase\u304c\u52d5\u3044\u3066\u3044\u308b\u30b5\u30fc\u30d0\u30fc\u3092\u79fb\u8a2d\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u305d\u308c\u3092\u304d\u3063\u304b\u3051\u306bKPI\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u5148\u306b\u3064\u3044\u3066\u898b\u76f4\u3059\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u898b\u76f4\u3059\u3053\u3068\u306b\u3057\u305f\u7406\u7531\u3068\u3057\u3066\u306f\u3001<\/p>\n<ul>\n<li>OpenTSDB\u306f\u9ad8\u6a5f\u80fd\u306b\u3082\u95a2\u308f\u3089\u305a\u5b9f\u969b\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u6a5f\u80fd\u306f\u5c11\u306a\u3044<\/li>\n<li>\u3082\u3068\u3082\u3068\u521d\u671f\u691c\u8a3c\u7528\u306eHadoop\u30af\u30e9\u30b9\u30bf\u3092\u8ee2\u7528\u3057\u305f\u305f\u3081\u73fe\u5728\u306e\u7528\u9014\u306b\u306f\u30b5\u30fc\u30d0\u30fc\u53f0\u6570\u304c\u591a\u304f\u4f59\u8a08\u306b\u8cbb\u7528\u304c\u304b\u304b\u308b<\/li>\n<li>\u4fdd\u5b58\u3057\u3066\u3044\u308bKPI\u306e\u30c7\u30fc\u30bf\u91cf\u306f\u5927\u304d\u304f\u306a\u304f\u3001\u79fb\u884c\u5148\u304c\u3057\u3063\u304b\u308a\u7528\u610f\u3067\u304d\u308c\u3070\u30c7\u30fc\u30bf\u306e\u79fb\u884c\u81ea\u4f53\u306f\u5b9f\u73fe\u53ef\u80fd\u306a\u6642\u9593\u3067\u304a\u308f\u308b<\/li>\n<\/ul>\n<p>OpenTSDB\u306e\u74b0\u5883\u3092\u3069\u3046\u3084\u3063\u3066\u79fb\u884c\u3059\u308b\u304b\u691c\u8a0e\u3057\u305f\u7d50\u679c\u3001DynamoDB\u3092\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3068\u3057\u305fKPI\u4fdd\u5b58\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u3082\u3061\u308d\u3093DynamoDB\u3067\u306f\u306a\u304f\u3001RDBMS\u3084NoSQL\u3001\u4ed6\u306e\u6642\u7cfb\u5217DB\u3067\u3082\u540c\u3058\u3053\u3068\u306f\u53ef\u80fd\u3060\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u308b\u904b\u7528\u30b3\u30b9\u30c8\u306e\u4f4e\u3055\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306b\u3088\u308b\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3001\u958b\u767a\u30c1\u30fc\u30e0\u306e\u30e1\u30f3\u30d0\u30fc\u306e\u71b1\u610f\u306a\u3069\u3092\u8003\u616e\u3057\u3066\u3001\u4e0a\u8a18\u306e\u69cb\u6210\u3067\u65b0\u30b7\u30b9\u30c6\u30e0Souffle(\u30b9\u30d5\u30ec)\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2>\u5b9f\u88c5\u524d\u306b\u8003\u616e\u3057\u305f\u3053\u3068<\/h2>\n<p>\u307e\u305a\u3001\u5185\u88fd\u30b0\u30e9\u30d5\u30c4\u30fc\u30eb\u3067\u8868\u793a\u3055\u308c\u305fKPI\u306e\u4f8b(\u56f31, \u56f32)\u3092\u7528\u3044\u3066\u79c1\u305f\u3061\u304c\u4f7f\u7528\u3057\u3066\u3044\u308b\u7528\u8a9e\u306e\u5b9a\u7fa9\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<br \/>\n\u56f31\u306f\u65e5\u6b21\u306eUU\u3068PV\u3092\u30c7\u30d0\u30a4\u30b9\u5225\u3067\u96c6\u8a08\u3057\u305f\u30c7\u30fc\u30bf\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u56f32\u306f\u30c7\u30d0\u30a4\u30b9\u5225DAU\u3092\u63cf\u753b\u3057\u305f\u30b0\u30e9\u30d5\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u30c0\u30df\u30fc\u30c7\u30fc\u30bf\u304b\u3089\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div id=\"attachment_14657\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-14657\" class=\"wp-image-14657 size-medium\" src=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table-600x208.png\" alt=\"advent_table\" width=\"600\" height=\"208\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table-600x208.png 600w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table-276x96.png 276w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table-830x288.png 830w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_table.png 932w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><p id=\"caption-attachment-14657\" class=\"wp-caption-text\">\u56f31 \u30c7\u30fc\u30bf\u8868<\/p><\/div>\n<div id=\"attachment_14695\" style=\"width: 432px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-14695\" class=\"wp-image-14695 size-medium\" src=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1-422x400.png\" alt=\"\" width=\"422\" height=\"400\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1-422x400.png 422w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1-211x200.png 211w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1-830x787.png 830w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/11\/advent_macaron1.png 946w\" sizes=\"auto, (max-width: 422px) 100vw, 422px\" \/><\/a><p id=\"caption-attachment-14695\" class=\"wp-caption-text\">\u56f32 \u5185\u88fd\u30b0\u30e9\u30d5\u30c4\u30fc\u30eb\u306b\u3088\u308b\u63cf\u753b<\/p><\/div>\n<dl>\n<dt>\u30e1\u30c8\u30ea\u30c3\u30af<\/dt>\n<dd>1\u3064\u306e\u6307\u6a19\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u300c\u30c7\u30d0\u30a4\u30b9\u5225DAU \u53ca\u3073 PV\u300d\u306b\u5f53\u305f\u308a\u307e\u3059\u30021\u30e1\u30c8\u30ea\u30c3\u30af\u304b\u3089\u8907\u6570\u306e\u30b0\u30e9\u30d5(\u30c7\u30d0\u30a4\u30b9\u5225DAU\u3001\u30c7\u30d0\u30a4\u30b9\u5225PV)\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/dd>\n<dt>\u30bb\u30b0\u30e1\u30f3\u30c8<\/dt>\n<dd>\u6307\u6a19\u306b\u304a\u3051\u308b\u533a\u5206\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u300cdevice=fp\u300d\u3084\u300cdevice=sp\u300d\u306b\u5f53\u305f\u308a\u307e\u3059\u3002\u6307\u5b9a\u3057\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u6bce\u306b\u6298\u308c\u7dda\u304c\u63cf\u753b\u3055\u308c\u307e\u3059\u3002<\/dd>\n<dt>\u30c7\u30fc\u30bf\u540d<\/dt>\n<dd>\u6570\u5024\u306e\u540d\u524d\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u300cuu\u300d\u3068\u300cpv\u300d\u306b\u5f53\u305f\u308a\u307e\u3059\u3002<\/dd>\n<\/dl>\n<p>\u6b21\u306b\u3001Souffle\u3092\u4f5c\u6210\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u3001\u5fc5\u9808\u6a5f\u80fd\u3068\u4eca\u307e\u3067OpenTSDB\u3092\u5229\u7528\u3057\u3066\u304d\u3066\u8981\u671b\u306e\u591a\u304b\u3063\u305f\u6a5f\u80fd\u3092\u6d17\u3044\u51fa\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><strong>\u5fc5\u9808\u6a5f\u80fd<\/strong><\/p>\n<ul>\n<li>\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58<\/li>\n<li>\u00a0\u6642\u7cfb\u5217\u3067\u30bd\u30fc\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/li>\n<li>\u00a0\u4f5c\u6210\u8005\u306b\u7d10\u4ed8\u3044\u305f\u30e1\u30c8\u30ea\u30c3\u30af\u4e00\u89a7\u306e\u53d6\u5f97<\/li>\n<\/ul>\n<p><strong>\u8981\u671b\u306e\u591a\u3044\u6a5f\u80fd<\/strong><\/p>\n<ul>\n<li>\u30e1\u30c8\u30ea\u30c3\u30af\u540d\u306e\u5909\u66f4<\/li>\n<li>\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u524a\u9664<\/li>\n<li>\u30bb\u30b0\u30e1\u30f3\u30c8\u540d\u306e\u5909\u66f4<\/li>\n<li>\u30bb\u30b0\u30e1\u30f3\u30c8\u306e\u8ffd\u52a0<\/li>\n<li>\u30c7\u30fc\u30bf\u540d\u306e\u8ffd\u52a0<\/li>\n<\/ul>\n<p>\u5fc5\u9808\u6a5f\u80fd\u306f\u8a00\u308f\u305a\u3082\u304c\u306a\u3067\u3059\u304c\u3001\u7d30\u304b\u3044\u6a5f\u80fd\u3082\u5fc5\u8981\u6027\u3092\u611f\u3058\u308b\u3053\u3068\u304c\u591a\u304f\u3001OpenTSDB\u3067\u306f\u7c21\u5358\u306b\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u306a\u3044\u305f\u3081\u5b9f\u73fe\u3067\u304d\u306a\u304b\u3063\u305f\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u540d\u3084\u30bb\u30b0\u30e1\u30f3\u30c8\u540d\u306e\u5909\u66f4\u3092\u3057\u305f\u3044\u30b1\u30fc\u30b9\u3068\u3057\u3066\u3001\u5f8c\u65e5\u4f5c\u6210\u3057\u305f\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u78ba\u8a8d\u3057\u305f\u969b\u306b\u30bf\u30a4\u30dd\u3092\u6307\u6458\u3055\u308c\u308b\u3088\u3046\u306a\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u5834\u5408\u3001\u4e00\u5ea6\u5165\u308c\u305f\u30c7\u30fc\u30bf\u3092\u6d88\u3055\u305a\u306b\u9ed2\u6b74\u53f2\u3092\u846c\u308a\u53bb\u3089\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u4ed6\u306b\u3082\u5f8c\u306b\u306a\u3063\u3066\u304b\u3089\u3001\u300cUU\u3042\u305f\u308a\u306e\u5e73\u5747PV\u300d\u3092\u898b\u305f\u304f\u306a\u3063\u305f\u5834\u5408\u306f\u3001\u300cpv_per_uu\u300d\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u540d\u3092\u8ffd\u52a0\u3057\u305f\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u8981\u671b\u3092\u8003\u616e\u3057\u3066DynamoDB\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002<br \/>\n\u57fa\u672c\u7684\u306a\u65b9\u91dd\u3068\u3057\u3066\u306f\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3084\u30c7\u30fc\u30bf\u540d\u306a\u3069\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u6301\u3064\u30c6\u30fc\u30d6\u30eb\u3068\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u6301\u3064\u30c6\u30fc\u30d6\u30eb\u3067\u5206\u3051\u3066\u8003\u3048\u307e\u3057\u305f\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u7528\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u30c7\u30fc\u30bf\u540d\u3092\u4fdd\u5b58\u3059\u308b3\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u542b\u307e\u308c\u307e\u3059\u3002DynamoDB\u306frange key\u3068\u3044\u3046\u30ad\u30fc\u3067\u30c6\u30fc\u30d6\u30eb\u3092\u30bd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u7528\u306e\u30c6\u30fc\u30d6\u30eb\u306f\u6642\u523b\u3092range key\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3089\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u8003\u3048\u65b9\u306f<a href=\"http:\/\/opentsdb.net\/docs\/build\/html\/user_guide\/uids.html\" target=\"_blank\">OpenTSDB\u306e\u8a2d\u8a08<\/a>\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u3082\u3001HBase\u7279\u6709\u306e\u884c\u30ad\u30fc\u306b\u3088\u3063\u3066\u5236\u7d04\u3055\u305b\u3066\u3044\u305f\u9762\u3092\u3088\u308a\u67d4\u8edf\u306b\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u4fdd\u5b58\u3059\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u3068DynamoDB\u306e\u6d88\u8cbbunit\u6570\u304c\u5897\u3048\u8cbb\u7528\u304c\u304b\u3055\u3093\u3067\u3057\u307e\u3046\u305f\u3081\u3001\u306a\u308b\u3079\u304f\u5c0f\u3055\u304f\u306a\u308b\u3088\u3046\u6ce8\u610f\u3057\u306a\u304c\u3089\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002\u691c\u8a0e\u3057\u3066\u3044\u305f\u969b\u306b\u306f\u6539\u3081\u3066OpenTSDB\u306e\u30ad\u30fc\u8a2d\u8a08\u306e\u79c0\u9038\u3055\u3092\u8a8d\u8b58\u3055\u305b\u3089\u308c\u307e\u3057\u305f\u3002<br \/>\n\u3082\u3057OpenTSDB\u306b\u8208\u5473\u304c\u51fa\u305f\u65b9\u306f<a href=\"http:\/\/opentsdb.net\/misc\/opentsdb-hbasecon.pdf\" target=\"_blank\">\u3053\u3061\u3089\u306e\u8cc7\u6599<\/a>\u306b\u8a2d\u8a08\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u66f8\u3044\u3066\u3042\u308b\u306e\u3067\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h2>\n<p>AWS\u4e0a\u306e\u304a\u304a\u307e\u304b\u306a\u30b5\u30fc\u30d0\u30fc\u69cb\u6210\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14801 size-full\" src=\"http:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design.png\" alt=\"AWS Design\" width=\"649\" height=\"338\" srcset=\"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design.png 649w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design-276x144.png 276w, https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design-600x312.png 600w\" sizes=\"auto, (max-width: 649px) 100vw, 649px\" \/><\/a><\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u3001API\u30b5\u30fc\u30d0\u30fc\u3068Batch\u30b5\u30fc\u30d0\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002API\u30b5\u30fc\u30d0\u30fc\u306f\u6587\u5b57\u901a\u308a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u53d6\u3063\u3066\u30c7\u30fc\u30bf\u3092\u8fd4\u3059\u5f79\u5272\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001Batch\u30b5\u30fc\u30d0\u30fc\u306fDynamoDB\u306bWrite\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u51e6\u7406\u3092\u8acb\u3051\u8ca0\u3044\u307e\u3059\u3002<\/p>\n<p>DynamoDB\u306f\u826f\u3044\u610f\u5473\u3067\u3082\u60aa\u3044\u610f\u5473\u3067\u3082\u3001\u8a2d\u5b9a\u3057\u305f\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306b\u3088\u3063\u3066\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u7279\u306bWrite\u306e\u8ab2\u91d1\u306f\u540c\u3058\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u306eRead\u306e\u8ab2\u91d1\u3068\u6bd4\u8f03\u3057\u3066\u3068\u3066\u3082\u9ad8\u4fa1\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u306a\u308b\u3079\u304fWrite\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u8a2d\u5b9a\u3092\u6291\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u3001\u66f8\u304d\u8fbc\u307f\u304c\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u8d85\u3048\u3066\u3057\u307e\u3044\u30c7\u30fc\u30bf\u3092\u30ed\u30b9\u30c8\u3059\u308b\u3053\u3068\u306f\u9632\u304c\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\n\u305d\u3053\u3067Souffle\u306eAPI\u30b5\u30fc\u30d0\u30fc\u306f\u66f8\u304d\u8fbc\u307f\u51e6\u7406\u304c\u5fc5\u8981\u306a\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u53d7\u3051\u53d6\u3063\u305f\u5834\u5408\u3001\u4e00\u5ea6SQS\u306bEnqueue\u3057\u3001Batch\u30b5\u30fc\u30d0\u30fc\u304c\u305d\u308c\u3092Dequeue\u3059\u308b\u3068\u3044\u3046\u65b9\u5f0f\u3092\u3068\u3063\u3066\u3044\u307e\u3059\u3002SQS\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092Dequeue\u3057\u305f\u5f8c\u306b\u660e\u793a\u7684\u306bDelete\u3057\u306a\u3044\u9650\u308a\u518d\u3073Dequeue\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3088\u3063\u3066\u3001\u4e00\u6642\u7684\u306b\u66f8\u304d\u8fbc\u307f\u304c\u5897\u3048\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u8d85\u3048\u3066\u3057\u307e\u3063\u3066\u3082\u518d\u5ea6\u5165\u308c\u76f4\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u306e\u3068\u304d\u306b\u30c7\u30fc\u30bf\u306e\u4e0d\u6574\u5408\u304c\u8d77\u304d\u306a\u3044\u3088\u3046\u306b\u51aa\u7b49\u6027\u3092\u5fc3\u304c\u3051\u3066\u5b9f\u88c5\u3092\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u3053\u306eSQS\u304c\u3042\u308b\u304a\u304b\u3052\u3067\u3001\u65b0\u3057\u3044\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u4f5c\u308b\u3068\u304d\u306b\u904e\u53bb\u5206\u3092\u4e00\u6c17\u306b\u5165\u308c\u305f\u3044\u3068\u3044\u3046\u8981\u671b\u304c\u3042\u3063\u3066\u3082\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u4f55\u3082\u6c17\u3092\u4f7f\u3046\u3053\u3068\u304c\u306a\u304f\u591a\u6570\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u6295\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001DynamoDB\u306eRead\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u4f4e\u6e1b\u3059\u308b\u305f\u3081\u306bRedis (ElastiCache)\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u3088\u3046\u306aKPI\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u76f4\u8fd160~90\u65e5\u304c\u898b\u308c\u308c\u3070\u5341\u5206\u3067\u3042\u308a\u3001\u904e\u53bb\u306e\u65bd\u7b56\u304c\u3069\u3046\u3060\u3063\u305f\u304b\u78ba\u8a8d\u3059\u308b\u3068\u304d\u306e\u307f\u904e\u53bb\u306e\u671f\u9593\u306e\u6570\u5024\u3092\u95b2\u89a7\u3057\u307e\u3059\u3002\u3053\u306e\u6027\u8cea\u3092\u8003\u616e\u3057\u3001Souffle\u3067\u306fRead\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u6291\u3048\u308b\u305f\u3081\u306b\u76f4\u8fd1\u306e\u30c7\u30fc\u30bf\u3092Redis\u306b\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002\u3088\u3063\u3066\u3001KPI\u306e\u4e00\u89a7\u30da\u30fc\u30b8\u3092\u898b\u308b\u3068\u304d\u3067\u3082\u307b\u3068\u3093\u3069DynamoDB\u306b\u306f\u30a2\u30af\u30bb\u30b9\u304c\u3044\u304b\u305a\u3001\u4f4e\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306b\u6291\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u9ad8\u901f\u5316\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n<h2>\u904b\u7528\u306b\u3064\u3044\u3066<\/h2>\n<p>\u904b\u7528\u3092\u59cb\u3081\u3066\u304b\u3089\u306f\u6642\u9593\u5e2f\u306b\u3088\u3063\u3066DynamoDB\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5909\u66f4\u3057\u3066\u3044\u307e\u3059\u3002DynamoDB\u306f<a href=\"http:\/\/docs.aws.amazon.com\/ja_jp\/amazondynamodb\/latest\/developerguide\/Limits.html\" target=\"_blank\">1\u65e5\u306b4\u56de\u307e\u3067\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b<\/a>\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u4ee5\u4e0b\u304c\u5927\u307e\u304b\u306a1\u65e5\u306e\u4f7f\u308f\u308c\u65b9\u3067\u3059\u3002<\/p>\n<p>4:00 ~ 8:00 \u65e5\u6b21\u30d0\u30c3\u30c1\u304c\u8d70\u308b\u305f\u3081Write\u304c\u591a\u3044<br \/>\n9:00 ~ 20:00 \u6307\u6a19\u306e\u78ba\u8a8d\u3092\u3059\u308b\u305f\u3081Read\u304c\u591a\u3044<br \/>\n21:00 ~ \u5927\u591a\u6570\u304c\u9000\u793e\u3059\u308b\u305f\u3081\u3001Read\u3082Write\u3082\u5c11\u306a\u3044<\/p>\n<p>\u6708\u521d\u306e\u307f\u7279\u5225\u6271\u3044\u3057\u3066Read\u3092\u3042\u3052\u3066\u3044\u307e\u3059\u304c\u3001\u4ed6\u306e\u65e5\u306f\u3060\u3044\u305f\u3044\u540c\u3058\u4f7f\u308f\u308c\u65b9\u3092\u3059\u308b\u305f\u3081\u3001\u4e88\u6e2c\u304c\u3057\u3084\u3059\u304f\u52b9\u7387\u7684\u306bDynamoDB\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3053\u3053\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306b\u3042\u308b\u74b0\u5883\u3068\u306f\u5927\u304d\u304f\u7570\u306a\u308b\u70b9\u3067\u3042\u308a\u3001AWS\u306e\u6069\u6075\u306b\u9810\u304b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30c7\u30d7\u30ed\u30a4\u3067\u306fCodeDeploy\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u3001\u65b0\u305f\u306b\u30c7\u30d7\u30ed\u30a4\u30c4\u30fc\u30eb\u3092\u4f5c\u6210\u305b\u305a\u3001Jenkins\u3067\u30d3\u30eb\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u914d\u308b\u3060\u3051\u3067\u30ea\u30ea\u30fc\u30b9\u304c\u7d42\u308f\u308b\u3068\u3044\u3046\u30d5\u30ed\u30fc\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002CodeDeploy\u306f<a href=\"https:\/\/aws.amazon.com\/jp\/about-aws\/whats-new\/2015\/08\/aws-codedeploy-available-in-asia-pacific-tokyo\/\" target=\"_blank\">\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u958b\u59cb\u3057\u3066\u9593\u3082\u306a\u3044<\/a>\u3067\u3059\u304c\u3001\u5c0e\u5165\u3082\u3059\u3050\u306b\u3067\u304d\u3001\u4eca\u306e\u3068\u3053\u308d\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3057\u3066\u3044\u3066\u975e\u5e38\u306b\u52a9\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u5b9f\u88c5\u3057\u3066\u307f\u3066<\/h2>\n<p>Souffle\u306f\u30b5\u30fc\u30d0\u30fc\u306e\u79fb\u884c\u671f\u9650\u304c\u6c7a\u307e\u3063\u3066\u3044\u305f\u305f\u3081\u306b\u30011\u30f6\u6708\u7a0b\u5ea6\u3067\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u307b\u307c2~3\u9031\u9593\u7a0b\u5ea6\u3067\u4f5c\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3057\u305f\u3002<br \/>\n\u5b9f\u88c5\u3092\u3057\u305f2\u4eba\u3068\u3082AWS\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f7f\u3046\u306e\u306f\u521d\u3081\u3066\u3067\u3042\u308a\u3001SQS\u4e92\u63db\u306e<a href=\"https:\/\/github.com\/adamw\/elasticmq\" target=\"_blank\">ElasticMQ<\/a>\u3084DynamoDB\u4e92\u63db\u306e<a href=\"http:\/\/docs.aws.amazon.com\/ja_jp\/amazondynamodb\/latest\/developerguide\/Tools.DynamoDBLocal.html\" target=\"_blank\">DynamoDBLocal<\/a>\u306e\u5b58\u5728\u306a\u304f\u3057\u3066\u306f\u306a\u304b\u306a\u304b\u96e3\u3057\u304b\u3063\u305f\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u79c1\u305f\u3061\u304c\u6240\u5c5e\u3059\u308b\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u3067\u306f\u3001\u6628\u5e74\u304b\u3089Spark\u3092\u5229\u7528\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3082\u66f4\u306a\u308b\u5229\u7528\u304c\u898b\u8fbc\u307e\u308c\u308b\u305f\u3081\u3001\u52c9\u5f37\u3082\u517c\u306d\u3066Scala\u3067\u5b9f\u88c5\u3092\u3057\u307e\u3057\u305f\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f<a href=\"http:\/\/spray.io\/\" target=\"_blank\">Spray<\/a>\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5f0a\u793e\u3067\u306f<a href=\"http:\/\/www.slideshare.net\/greetech\/scala-maturi-scala\" target=\"_blank\">\u30b0\u30ea\u30fc\u30c1\u30e3\u30c3\u30c8\u304cScala\u3067\u5b9f\u88c5<\/a>\u3055\u308c\u3066\u304b\u3089\u3001\u5229\u7528\u4e8b\u4f8b\u3082\u5897\u3048\u3064\u3064\u3042\u308a\u3001\u4ed6\u306b\u3082Scala\u3067\u5b9f\u88c5\u3055\u308c\u305f\u5185\u90e8\u30b7\u30b9\u30c6\u30e0\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\nSouffle\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306b\u306f\u3001\u4e8b\u524d\u306bAWS\u3067\u52d5\u304fScala\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4f5c\u6210\u3057\u305f\u30c1\u30fc\u30e0\u306b\u30d2\u30a2\u30ea\u30f3\u30b0\u3057\u3001\u30ce\u30a6\u30cf\u30a6\u306e\u5171\u6709\u3092\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002\u304a\u304b\u3052\u3067\u76e3\u8996\u3092\u542b\u3081AWS\u306e\u6e96\u5099\u3092\u3057\u3066\u304f\u308c\u308b\u30a4\u30f3\u30d5\u30e9\u306e\u30c1\u30fc\u30e0\u3068\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3068\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>KPI\u3092\u4fdd\u5b58\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092HBase\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u3057\u305fOpenTSDB\u304b\u3089\u3001DynamoDB\u3092\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u306b\u7f6e\u304d\u63db\u3048\u307e\u3057\u305f\u3002<br \/>\n\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u304b\u3089AWS\u306b\u79fb\u3063\u305f\u3053\u3068\u3067\u904b\u7528\u30b3\u30b9\u30c8\u3092\u4f4e\u6e1b\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001DynamoDB\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u8cbb\u7528\u3082\u6291\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f59\u8ac7\u3067\u3059\u304c\u3001\u5b9f\u306fre:Invent\u306b\u53c2\u52a0\u3055\u305b\u3066\u3082\u3089\u3063\u3066\u3044\u305f\u306e\u3067\u3001\u3053\u3053\u3067AWS\u30a2\u30d4\u30fc\u30eb\u3067\u304d\u3066\u826f\u304b\u3063\u305f\u3067\u3059:)<\/p>\n<p>\u203b\u203b\u203b<\/p>\n<p>\u660e\u65e5\u306f\u30c6\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5c71\u672c\u3055\u3093\u306e\u8a18\u4e8b\u3067\u3059\u3002\u304a\u697d\u3057\u307f\u306b\uff01<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\uff01\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306e\u9577\u8c37\u5ddd\u3068\u7530\u7560\u3067\u3059\u3002 \u30b0\u30ea\u30fc\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u826f\u304f\u3059\u308b\u4ed5\u4e8b\u3092\u3057\u3066\u3044\u307e\u3059\u3002 \u3053\u308c\u306fGREE Advent Calendar 2015\u306e6\u65e5\u76ee\u306e\u8a18\u4e8b\u3067\u3059\u3002\u6628\u65e5\u306eRobin\u3055\u3093\u306e\u8a18\u4e8b\u306fV [&hellip;]<\/p>\n","protected":false},"author":148,"featured_media":14801,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[],"tags":[54],"class_list":["post-14582","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-advent-calendar"],"jetpack_featured_media_url":"https:\/\/labs.gree.jp\/blog\/wp-content\/uploads\/2015\/12\/AWS-Design.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/14582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/users\/148"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/comments?post=14582"}],"version-history":[{"count":3,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/14582\/revisions"}],"predecessor-version":[{"id":14913,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/posts\/14582\/revisions\/14913"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/media\/14801"}],"wp:attachment":[{"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/media?parent=14582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/categories?post=14582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.gree.jp\/blog\/wp-json\/wp\/v2\/tags?post=14582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}