{"id":576,"date":"2019-09-19T13:27:12","date_gmt":"2019-09-19T04:27:12","guid":{"rendered":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2019\/09\/19\/cqrs-dynamodb"},"modified":"2019-09-19T13:27:12","modified_gmt":"2019-09-19T04:27:12","slug":"cqrs-dynamodb","status":"publish","type":"post","link":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2019\/09\/19\/cqrs-dynamodb\/","title":{"rendered":"CQRS\u3068DynamoDB\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08"},"content":{"rendered":"<p>\u5148\u65e5\u3001\u7d50\u5a5a\u3057\u307e\u3057\u305f\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5185\u5c71\u3067\u3059\u3002<br \/>\n\u4eca\u56de\u306f DynamoDB \u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08\u306b\u95a2\u3059\u308b\u8003\u5bdf\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"outline__1\" id=\"\u6982\u8981\">\u6982\u8981<\/h2>\n<p>DynamoDB \u306e\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08\u3092\u884c\u3046\u969b\u3001<strong>RDB \u306e\u8a2d\u8a08\u3068\u306f\u7570\u306a\u308b\u8003\u3048\u65b9\u3092\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/strong><br \/>\nDynamoDB \u306f\u3001NoSQL \u3067\u3042\u308a\u3001\u69d8\u3005\u306a\u5236\u7d04\u304c\u3042\u308b\u306e\u3067\u3001\u8272\u3005\u3068\u982d\u3092\u3072\u306d\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u56db\u82e6\u516b\u82e6\u3057\u306a\u304c\u3089\u4f55\u3068\u304b\u5f62\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305d\u3093\u306a\u4e2d\u3001<strong>CQRS<\/strong> \u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u3042\u308b\u3053\u3068\u3092\u77e5\u3063\u305f\u306e\u3067\u3001DynamoDB \u306e\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08\u3068\u306e\u95a2\u4fc2\u6027\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"outline__2\" id=\"cqrs\u3068\u306f\">CQRS\u3068\u306f<\/h2>\n<p>__CQRS \u306f\u300cCommand Query Responsibility Segregation\uff1a\u30b3\u30de\u30f3\u30c9\u30af\u30a8\u30ea\u8cac\u4efb\u5206\u96e2\u300d__\u3068\u3044\u3046\u610f\u5473\u3067\u3001DB\u3078\u306e\u66f8\u304d\u8fbc\u307f( Command )\u3068\u8aad\u307f\u8fbc\u307f( Query )\u3092\u5225\u7269\u3068\u3057\u3066\u6349\u3048\u308b\u8003\u3048\u65b9\u3067\u3059\u3002\u66f8\u304d\u8fbc\u307f\u7528\u3068\u8aad\u307f\u8fbc\u307f\u7528\u306e\u305d\u308c\u305e\u308c\u306e DB \u3092\u5206\u96e2\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u306d\u3002<\/p>\n<p>RDB\u306e\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30ab\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30ab\u3067\u306f\u3001\u66f8\u304d\u8fbc\u307f\u7528 DB (\u30de\u30b9\u30bf\u30fc)\u3068\u8aad\u307f\u8fbc\u307f\u7528 DB (\u30b9\u30ec\u30fc\u30d6)\u304c\u3042\u308a\u307e\u3059\u3002\u30de\u30b9\u30bf\u30fc\u3068\u30b9\u30ec\u30fc\u30d6\u3067\u306f\u30c7\u30fc\u30bf\u69cb\u9020(\u30b9\u30ad\u30fc\u30de)\u306f\u5b8c\u5168\u306b\u540c\u3058\u3067\u3059\u3002<br \/>CQRS \u3067\u306f\u3001\u66f8\u304d\u8fbc\u307f\u7528\u3068\u8aad\u307f\u8fbc\u307f\u7528\u3067\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u7570\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u8a31\u5bb9\u3057\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<h2 id=\"outline__3\" id=\"dynamodb-\u3067\u306e-command-\u7528\u30c7\u30fc\u30bf\u69cb\u9020\">DynamoDB \u3067\u306e Command \u7528\u30c7\u30fc\u30bf\u69cb\u9020<\/h2>\n<p>DynamoDB \u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u6a5f\u80fd\u306f\u3042\u308b\u304c\u5236\u9650\u304c\u3042\u308b\n<ul>\n<li>\u540c\u6642\u306b10\u30ec\u30b3\u30fc\u30c9\u307e\u3067\u3002\u610f\u5916\u3068\u8d85\u3048\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981<\/li>\n<\/ul>\n<\/li>\n<li>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5185\u3067\u306e\u30ec\u30b3\u30fc\u30c9\u66f4\u65b0\u306f\u30a2\u30c8\u30df\u30c3\u30af\u6027\u304c\u3042\u308b<\/li>\n<\/ul>\n<p>\u3053\u306e\u7279\u6027\u3092\u8003\u616e\u3059\u308b\u3068\u3001Command \u7528\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u8a2d\u8a08\u3059\u308b\u5834\u5408\u3001<br \/>\n<strong>\u30a2\u30c8\u30df\u30c3\u30af\u6027\u3092\u4fdd\u6301\u3057\u305f\u3044\u30c7\u30fc\u30bf\u306f\u3001\u9650\u3089\u308c\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5185\u306b\u53ce\u3081\u3089\u308c\u308b\u3088\u3046\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n<h2 id=\"outline__4\" id=\"dynamodb-\u3067\u306e-query-\u7528\u30c7\u30fc\u30bf\u69cb\u9020\">DynamoDB \u3067\u306e Query \u7528\u30c7\u30fc\u30bf\u69cb\u9020<\/h2>\n<p>\u307e\u305f DynamoDB \u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>1\u30c6\u30fc\u30d6\u30eb\u306b\u3064\u304d\u4f5c\u6210\u3067\u304d\u308b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u6570\u304c\u9650\u3089\u308c\u3066\u3044\u308b( GSI \u306f20\u500b\u3001LSI 5\u500b\u307e\u3067)<\/li>\n<li>\u30bd\u30fc\u30c8\u3059\u308b\u30ab\u30e9\u30e0\u306f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u8cbc\u3089\u308c\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b( RangeKey )<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u5236\u7d04\u3092\u8003\u616e\u3057\u3001<strong>\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u30d1\u30bf\u30fc\u30f3\u306b\u5fdc\u3058\u3066\u3001\u6700\u9069\u306a\u30c7\u30fc\u30bf\u69cb\u9020( Query \u7528\u30c7\u30fc\u30bf\u69cb\u9020)\u3092\u4f5c\u3063\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n<p>\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a2\u30af\u30bb\u30b9\u30d1\u30bf\u30fc\u30f3\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<ul>\n<li>\u30bd\u30fc\u30c8\/\u691c\u7d22\/\u30da\u30fc\u30b8\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u3001\u30c7\u30fc\u30bf\u306e\u4e00\u89a7\u3092\u53d6\u5f97\u3059\u308b<\/li>\n<li>\u30b0\u30eb\u30fc\u30d7\u306b\u6240\u5c5e\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u6570\u3092\u53d6\u5f97\u3059\u308b(\u3042\u3089\u304b\u3058\u3081\u96c6\u8a08\u3057\u3066\u304a\u304f\u306a\u3069)<\/li>\n<\/ul>\n<p>Query \u7528\u306e DB \u306f DynamoDB \u306b\u9650\u3089\u305a\u3001ElasticSearch\u3092\u7528\u3044\u3066\u3082\u826f\u3044\u5834\u5408\u3082\u3042\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n<h2 id=\"outline__5\" id=\"command\u30c7\u30fc\u30bf\u304b\u3089query\u30c7\u30fc\u30bf\u3078\u306e\u5909\u63db\u306b\u3064\u3044\u3066\">Command\u30c7\u30fc\u30bf\u304b\u3089Query\u30c7\u30fc\u30bf\u3078\u306e\u5909\u63db\u306b\u3064\u3044\u3066<\/h2>\n<p>__Command \u30c7\u30fc\u30bf\u304b\u3089 Query \u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002__\u3053\u308c\u306f\u4f8b\u3048\u3070 DynamoDB Stream \u7d4c\u7531\u3067\u3001Lambda \u3092\u5b9f\u884c\u3057\u3066\u884c\u3046\u306e\u304c\u826f\u3055\u305d\u3046\u3067\u3059\u3002\u4f5c\u6210\u5931\u6557\u3057\u305f\u6642\u306f Lambda \u304c\u518d\u8a66\u884c\u3059\u308b\u306e\u3067\u3001\u307b\u307c\u5909\u63db\u306f\u6210\u529f\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"outline__6\" id=\"\u305d\u306e\u4ed6\u306e\u8003\u5bdf\">\u305d\u306e\u4ed6\u306e\u8003\u5bdf<\/h2>\n<p>\u3069\u3046\u3057\u3066\u3082\u53b3\u5bc6\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001Kinesis \u7d4c\u7531\u3067 RDB \u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3060\u3068\u601d\u3044\u307e\u3059(Command)\u3002<br \/>\n\u66f4\u65b0\u304c\u6210\u529f\u3057\u305f\u3089\u3001DynamoDB \u3084 ElasticSearch \u306b Query \u7528\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"outline__7\" id=\"\u53c2\u8003\">\u53c2\u8003<\/h2>\n<p><a href=\"https:\/\/www.yumemi.co.jp\/ja\/tips\/tips2018\/reinvent2017_03\">\u3010AWS re:Invent 2017 \u30ec\u30dd\u30fc\u30c8\u3011\u30b5\u30fc\u30d0\u30ec\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u306e\u6700\u9069\u5316 #SRV301<\/a><\/p>\n<p><a href=\"https:\/\/postd.cc\/using-cqrs-with-event-sourcing\/\">CQRS\u3068\u30a4\u30d9\u30f3\u30c8\u30bd\u30fc\u30b7\u30f3\u30b0\u306e\u4f7f\u7528\u6cd5\u3001\u307e\u305f\u306f\u300cCRUD\u306b\u4f55\u304b\u554f\u984c\u3067\u3082\uff1f\u300d<\/a><\/p>\n<p><a href=\"http:\/\/marcy.hatenablog.com\/entry\/2018\/07\/31\/213705\">DynamoDB\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u864e\u306e\u5dfb\uff1a\u7b2c\u58f1\u5dfb \u301c\u524d\u63d0\u77e5\u8b58\u7de8\u301c<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5148\u65e5\u3001\u7d50\u5a5a\u3057\u307e\u3057\u305f\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5185\u5c71\u3067\u3059\u3002 \u4eca\u56de\u306f DynamoDB \u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08\u306b\u95a2\u3059\u308b\u8003\u5bdf\u3092\u884c\u3044\u307e\u3057\u305f\u3002 \u6982\u8981 DynamoDB \u306e\u30c7\u30fc\u30bf\u69cb\u9020\u8a2d\u8a08\u3092\u884c\u3046\u969b\u3001RDB \u306e\u8a2d\u8a08\u3068\u306f\u7570\u306a\u308b\u8003\u3048\u65b9\u3092\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002 DynamoDB \u306f\u3001NoSQL \u3067\u3042\u308a\u3001\u69d8\u3005\u306a\u5236\u7d04\u304c\u3042\u308b\u306e\u3067\u3001\u8272\u3005\u3068\u982d\u3092\u3072\u306d\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u56db\u82e6\u516b\u82e6\u3057\u306a\u304c\u3089\u4f55\u3068\u304b\u5f62\u306b\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u3093\u306a\u4e2d\u3001CQRS \u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u3042\u308b\u3053\u3068 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":826,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/576"}],"collection":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/comments?post=576"}],"version-history":[{"count":0,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/576\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/media\/826"}],"wp:attachment":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/media?parent=576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/categories?post=576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/tags?post=576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}