{"id":4806,"date":"2022-06-29T07:12:28","date_gmt":"2022-06-29T15:12:28","guid":{"rendered":"https:\/\/www.gudusoft.com\/?p=4806"},"modified":"2022-06-29T07:16:43","modified_gmt":"2022-06-29T15:16:43","slug":"metadata-architecture-evolution","status":"publish","type":"post","link":"https:\/\/www.gudusoft.com\/jp\/%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf-%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af%e3%83%81%e3%83%a3%e3%81%ae%e9%80%b2%e5%8c%96\/","title":{"rendered":"\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9032\u5316 | Gudu SQLFlow"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#e8eaf0;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\" style=\"line-height:26px;\"><h2>\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9032\u5316<\/h2>\n<p><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf%e7%ae%a1%e7%90%86%e3%81%a8%e3%81%af\/\"><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406<\/strong><\/a> \u306e\u57fa\u790e\u3067\u3042\u308a\u3001\u6e90\u3067\u3042\u308b <strong><a href=\"https:\/\/www.gudusoft.com\/jp\/category\/data-governance-101\/\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/a><\/strong> \u30b7\u30b9\u30c6\u30e0\u3002\u6280\u8853\u958b\u767a\u306e\u3055\u307e\u3056\u307e\u306a\u6bb5\u968e\u3067\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30c7\u30fc\u30bf \u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u304a\u3051\u308b\u305d\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3068\u5f79\u5272\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u4eca\u65e5\u3001\u30c7\u30fc\u30bf\u306b\u306f\u30de\u30eb\u30c1\u30bd\u30fc\u30b9\u3001\u7570\u8cea\u6027\u3001\u4fa1\u5024\u306e\u76f8\u9055\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u7279\u5fb4\u306f\u30c7\u30fc\u30bf\u306e\u72c2\u3063\u305f\u6210\u9577\u306e\u904e\u7a0b\u3067\u52a0\u901f\u3055\u308c\u3001\u5897\u5e45\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4f01\u696d\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u304c\u4e00\u822c\u7684\u306b\u5927\u5e45\u306b\u5411\u4e0a\u3057\u305f\u5f8c\u3001\u3088\u308a\u5927\u304d\u306a\u4fa1\u5024\u3092\u767a\u63ee\u3059\u308b\u305f\u3081\u306b\u3001\u3088\u308a\u6df1\u3044\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u30de\u30a4\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u5f37\u304f\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30c7\u30fc\u30bf\u306e\u30b5\u30dd\u30fc\u30c8 \u30c1\u30fc\u30e0\u3068\u3057\u3066\u3001\u65e5\u5e38\u751f\u6d3b\u3067\u6700\u3082\u591a\u304f\u8033\u306b\u3059\u308b\u8cea\u554f\u306f\u3001\u300c\u6b63\u3057\u3044\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u300d\u3067\u3059\u3002\u9ad8\u5ea6\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u3092\u69cb\u7bc9\u3057\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u958b\u767a\u3068\u5206\u6790\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u30c1\u30fc\u30e0\u304c\u307e\u3060\u6642\u9593\u3092\u6d6a\u8cbb\u3057\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u4ed8\u304d\u307e\u3057\u305f\u3002\u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u8cc7\u7523\u306e\u7ba1\u7406\u304c\u307e\u3060\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u3001\u4e0a\u8a18\u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3001\u3064\u307e\u308a\u30c7\u30fc\u30bf\u691c\u51fa\u30c4\u30fc\u30eb\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u6570\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u6bb5\u968e\u306e\u3055\u307e\u3056\u307e\u306a\u4f01\u696d\u306e\u30d3\u30b8\u30cd\u30b9\u304a\u3088\u3073\u6280\u8853\u958b\u767a\u306e\u30cb\u30fc\u30ba\u306b\u3088\u3063\u3066\u5236\u9650\u3055\u308c\u308b\u305f\u3081\u3001\u4f01\u696d\u304c\u95a2\u9023\u3059\u308b\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u6a5f\u80fd\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u7126\u70b9\u306e\u65b9\u5411\u6027\u306e\u9078\u629e\u306f\u3001\u3057\u3070\u3057\u3070\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u306f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9032\u5316\u3092\u7d39\u4ecb\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059 <a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%88%e3%83%83%e3%83%97-10-%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf%e7%ae%a1%e7%90%86%e3%83%84%e3%83%bc%e3%83%ab\/\"><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30c4\u30fc\u30eb<\/strong><\/a>.<\/p>\n<p>\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u52b9\u7387\u7684\u306b\u7de8\u6210\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u304c\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u6574\u7406\u3001\u30a2\u30af\u30bb\u30b9\u3001\u5f37\u5316\u3057\u3001\u30c7\u30fc\u30bf \u30de\u30c3\u30d7\u3001\u30c7\u30fc\u30bf\u4ed5\u69d8\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u3001\u54c1\u8cea\u691c\u67fb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u76e3\u67fb\u306a\u3069\u306e\u4e0a\u4f4d\u5c64\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>30 \u5e74\u524d\u3001\u30c7\u30fc\u30bf\u8cc7\u7523\u306f Oracle \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u5358\u306a\u308b\u30c6\u30fc\u30d6\u30eb\u3067\u3042\u3063\u305f\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u73fe\u4ee3\u306e\u4f01\u696d\u3067\u306f\u3001\u5f53\u60d1\u3059\u308b\u307b\u3069\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30c6\u30fc\u30d6\u30eb\u3001\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3001\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u3001\u30dd\u30fc\u30c8\u30ec\u30fc\u30c8\u3001\u307e\u305f\u306f BI \u30c4\u30fc\u30eb\u306e\u30c0\u30a4\u30e4\u30eb\u307e\u305f\u306f\u30d1\u30cd\u30eb\u3067\u3042\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u6700\u65b0\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3059\u3079\u3066\u306e\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u30ab\u30d0\u30fc\u3057\u3001\u30c7\u30fc\u30bf \u30ef\u30fc\u30ab\u30fc\u304c\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u3088\u308a\u6709\u52b9\u306b\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4eca\u65e5\u9069\u7528\u53ef\u80fd\u306a\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30a2\u6a5f\u80fd\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u691c\u7d22\u3068\u767a\u898b: \u30c7\u30fc\u30bf\u30c6\u30fc\u30d6\u30eb\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u3001\u30bf\u30b0\u3001\u4f7f\u7528\u60c5\u5831;<\/li>\n<li>\u30a2\u30af\u30bb\u30b9\u5236\u5fa1: \u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u30b0\u30eb\u30fc\u30d7\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30dd\u30ea\u30b7\u30fc\u3002<\/li>\n<li><a href=\"https:\/\/www.gudusoft.com\/jp\/whats-data-lineage-why-important\/\"><strong>\u30c7\u30fc\u30bf\u7cfb\u7d71<\/strong><\/a>: \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5b9f\u884c\u3001\u30af\u30a8\u30ea;<\/li>\n<li>\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9: \u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\/\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u6ce8\u91c8\u30bf\u30a4\u30d7\u306e\u5206\u985e\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u7ba1\u7406: \u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u69cb\u6210\u3001\u53d6\u308a\u8fbc\u307f\u69cb\u6210\u3001\u4fdd\u6301\u69cb\u6210\u3001\u30c7\u30fc\u30bf \u30d1\u30fc\u30b8 \u30dd\u30ea\u30b7\u30fc\u3002<\/li>\n<li>AI \u306e\u89e3\u91c8\u53ef\u80fd\u6027\u3001\u518d\u73fe\u6027: \u6a5f\u80fd\u306e\u5b9a\u7fa9\u3001\u30e2\u30c7\u30eb\u306e\u5b9a\u7fa9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u884c\u3001\u554f\u984c\u306e\u8a18\u8ff0\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u64cd\u4f5c: \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5b9f\u884c\u3001\u51e6\u7406\u3055\u308c\u305f\u30c7\u30fc\u30bf \u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u30c7\u30fc\u30bf\u7d71\u8a08\u3002<\/li>\n<li><a href=\"https:\/\/www.gudusoft.com\/jp\/%e3%83%87%e3%83%bc%e3%82%bf%e5%93%81%e8%b3%aa%e3%81%ae%e6%94%b9%e5%96%84%e6%96%b9%e6%b3%95\/\"><strong>\u30c7\u30fc\u30bf\u54c1\u8cea<\/strong><\/a>: \u30c7\u30fc\u30bf\u54c1\u8cea\u30eb\u30fc\u30eb\u5b9a\u7fa9\u3001\u30eb\u30fc\u30eb\u5b9f\u884c\u7d50\u679c\u3001\u30c7\u30fc\u30bf\u7d71\u8a08\u3002<\/li>\n<\/ul>\n<h3>\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9032\u5316:<\/h3>\n<p>\u306e<strong> \u521d\u4ee3<\/strong> <strong>\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u4e00\u822c\u7684\u306b\u62bd\u51fa\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306f\u3001\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9 (Hive\u3001Kafka \u306a\u3069) \u306b\u63a5\u7d9a\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u53d6\u5f97\u3055\u308c\u3001\u5916\u90e8\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30af\u30a8\u30ea \u30b5\u30fc\u30d3\u30b9\u306e\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u901a\u5e38\u3001\u30af\u30a8\u30ea\u7528\u306e\u30d7\u30e9\u30a4\u30de\u30ea \u30b9\u30c8\u30ec\u30fc\u30b8 (\u901a\u5e38\u306f MySQL\/Postgres)\u3001\u30af\u30a8\u30ea\u304c\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u300c\u518d\u5e30\u30af\u30a8\u30ea\u300d\u5236\u9650\u306b\u9054\u3057\u305f\u3068\u304d\u306b\u691c\u7d22\u30af\u30a8\u30ea\u3092\u63d0\u4f9b\u3059\u308b\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9 (\u901a\u5e38\u306f Elasticsearch) \u306b\u63a5\u7d9a\u3059\u308b\u5f93\u6765\u306e\u30e2\u30ce\u30ea\u30b7\u30c3\u30af \u30d5\u30ed\u30f3\u30c8 \u30a8\u30f3\u30c9\u3067\u3059\u3002\u30af\u30a8\u30ea \u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u3057\u3066\u30b0\u30e9\u30d5 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 (\u901a\u5e38\u306f Neo4j) \u3092\u4f7f\u7528\u3059\u308b\u3088\u3046\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div id=\"attachment_4814\" style=\"width: 922px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-4814\" decoding=\"async\" class=\"wp-image-4814 size-full\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2.png\" alt=\"\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\" width=\"912\" height=\"401\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-200x88.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-300x132.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-400x176.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-600x264.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-768x338.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2-800x352.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-2.png 912w\" sizes=\"(max-width: 912px) 100vw, 912px\" \/><p id=\"caption-attachment-4814\" class=\"wp-caption-text\">\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/p><\/div>\n<p>\u3053\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5229\u70b9\u306f\u660e\u3089\u304b\u3067\u3059\u3002\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3060\u3051\u3067\u3059\u3070\u3084\u304f\u69cb\u7bc9\u3067\u304d\u3001\u9ad8\u52b9\u7387\u3067\u4f4e\u30b3\u30b9\u30c8\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u6b20\u70b9\u3082\u660e\u3089\u304b\u3067\u3059\u3002\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u304b\u306a\u308a\u306e\u5f71\u97ff\u3092\u4e0e\u3048\u3001\u62bd\u51fa\u6642\u9593\u3001\u983b\u5ea6\u3001\u304a\u3088\u3073\u8ca0\u8377\u306b\u95a2\u3059\u308b\u591a\u304f\u306e\u8981\u4ef6\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8981\u4ef6\u304c\u307e\u3059\u307e\u3059\u9ad8\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u307e\u3059\u307e\u3059\u9069\u7528\u3067\u304d\u306a\u304f\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u88fd\u54c1\u306e Amundsen \u306f\u7b2c\u4e00\u4e16\u4ee3\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u975e\u5e38\u306b\u5f37\u529b\u306a\u691c\u7d22\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u9054\u6210\u3059\u308b\u6a5f\u80fd\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u306e<strong> \u7b2c2\u4e16\u4ee3<\/strong> <strong>\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306b\u57fa\u3065\u304f 3 \u5c64\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u30e2\u30ce\u30ea\u30b7\u30c3\u30af \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30e1\u30bf\u30c7\u30fc\u30bf \u30b5\u30fc\u30d3\u30b9\u304b\u3089\u5206\u96e2\u3057\u307e\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30d7\u30c3\u30b7\u30e5 \u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u30b7\u30b9\u30c6\u30e0\u306b\u66f8\u304d\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b API \u3068\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8aad\u307f\u53d6\u308b\u5fc5\u8981\u304c\u3042\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u7528\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u8aad\u307f\u53d6\u308a API \u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<div id=\"attachment_4817\" style=\"width: 892px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-4817\" decoding=\"async\" class=\"wp-image-4817 size-full\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3.png\" alt=\"\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\" width=\"882\" height=\"500\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-200x113.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-300x170.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-400x227.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-600x340.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-768x435.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3-800x454.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-3.png 882w\" sizes=\"(max-width: 882px) 100vw, 882px\" \/><p id=\"caption-attachment-4817\" class=\"wp-caption-text\">\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/p><\/div>\n<p>\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5229\u70b9\u306f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf \u30d7\u30ed\u30c7\u30e5\u30fc\u30b5\u30fc\u3068\u30e1\u30bf\u30c7\u30fc\u30bf \u30b5\u30fc\u30d3\u30b9\u306e\u9593\u306b\u30d6\u30ea\u30c3\u30b8\u3092\u69cb\u7bc9\u3057\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u30d7\u30c3\u30b7\u30e5 \u30e1\u30bd\u30c3\u30c9\u306b\u57fa\u3065\u3044\u3066\u5b9f\u88c5\u3055\u308c\u308b\u3053\u3068\u3067\u3059\u3002\u6b20\u70b9\u306f\u3001\u30ed\u30b0\u304c\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u4f55\u304b\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3001\u78ba\u5b9f\u306b\u30d6\u30fc\u30c8\u30b9\u30c8\u30e9\u30c3\u30d7 (\u518d\u4f5c\u6210) \u3057\u305f\u308a\u3001\u691c\u7d22\u304a\u3088\u3073\u30b0\u30e9\u30d5\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4fee\u6b63\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u7b2c 2 \u4e16\u4ee3\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u8cc7\u7523\u306e\u4fe1\u983c\u3067\u304d\u308b\u691c\u7d22\u304a\u3088\u3073\u767a\u898b\u30dd\u30fc\u30bf\u30eb\u3068\u306a\u308a\u3001\u30c7\u30fc\u30bf \u30ef\u30fc\u30ab\u30fc\u306e\u4e3b\u8981\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002Marquez \u306f\u7b2c 2 \u4e16\u4ee3\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u306e<strong> \u7b2c 3 \u4e16\u4ee3\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong> \u306f\u3001\u30ed\u30b0 \u30d7\u30c3\u30b7\u30e5 + \u30e2\u30c7\u30eb\u5206\u96e2\u306b\u57fa\u3065\u304f\u3001\u30a4\u30d9\u30f3\u30c8 \u30d9\u30fc\u30b9\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067\u30e1\u30bf\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u64cd\u4f5c\u3057\u3001\u62e1\u5f35\u30e1\u30bf\u30c7\u30fc\u30bf \u30e2\u30c7\u30eb\u3092\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002<\/p>\n<div id=\"attachment_4820\" style=\"width: 892px\" class=\"wp-caption aligncenter\"><img aria-describedby=\"caption-attachment-4820\" decoding=\"async\" class=\"wp-image-4820 size-full\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4.png\" alt=\"\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\" width=\"882\" height=\"535\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-200x121.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-300x182.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-400x243.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-600x364.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-768x466.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4-800x485.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-4.png 882w\" sizes=\"(max-width: 882px) 100vw, 882px\" \/><p id=\"caption-attachment-4820\" class=\"wp-caption-text\">\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/p><\/div>\n<p>\u305d\u306e\u4e3b\u306a\u5229\u70b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\u67d4\u8edf\u6027\u3001\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u4f4e\u5f85\u6a5f\u6642\u9593\u306e\u691c\u7d22\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u5c5e\u6027\u3067\u30d5\u30eb\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30e9\u30f3\u30ad\u30f3\u30b0\u691c\u7d22\u3092\u5b9f\u884c\u3059\u308b\u6a5f\u80fd\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30b0\u30e9\u30d5 \u30af\u30a8\u30ea\u3001\u304a\u3088\u3073\u30d5\u30eb \u30b9\u30ad\u30e3\u30f3\u3068\u5206\u6790\u6a5f\u80fd\u3002\u6b20\u70b9\u306f\u3001\u5f93\u5c5e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u591a\u304f\u3001\u904b\u7528\u3068\u4fdd\u5b88\u306e\u30b3\u30b9\u30c8\u304c\u9ad8\u3044\u3053\u3068\u3067\u3059\u3002\u7b2c 3 \u4e16\u4ee3\u306e\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u4ee3\u8868\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u3001Altas \u3068 DataHub \u3067\u3059\u3002<\/p>\n<p>\u4eca\u65e5\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u72b6\u6cc1 (\u975e\u30aa\u30fc\u30d7\u30f3 \u30bd\u30fc\u30b9\u3092\u542b\u3080) \u306e\u5358\u7d14\u306a\u8996\u899a\u7684\u8868\u73fe:<\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-4821 aligncenter\" src=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5.png\" alt=\"\" width=\"848\" height=\"403\" srcset=\"https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-200x95.png 200w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-300x143.png 300w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-400x190.png 400w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-600x285.png 600w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-768x365.png 768w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5-800x380.png 800w, https:\/\/www.gudusoft.com\/wp-content\/uploads\/2022\/06\/Metadata_Architecture-5.png 848w\" sizes=\"(max-width: 848px) 100vw, 848px\" \/><\/p>\n<h3>\u7d50\u8ad6<\/h3>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u304c\u3001\u30e1\u30bf\u30c7\u30fc\u30bf \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9032\u5316\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002\u30e1\u30bf\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u5834\u5408\u306f\u3001\u3053\u3061\u3089\u3092\u3054\u89a7\u306b\u306a\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.gudusoft.com\/jp\/\"><strong>Gudu SQLFlow<\/strong><\/a> \u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3002<\/p>\n<p>\u305d\u306e\u4e00\u3064\u3068\u3057\u3066\u00a0<strong><a href=\"https:\/\/www.dpriver.com\/blog\/2022\/05\/11\/best-data-lineage-tools\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u9ad8\u306e\u30c7\u30fc\u30bf\u7cfb\u7d71\u30c4\u30fc\u30eb<\/a><\/strong>\u00a0\u73fe\u5728\u5e02\u5834\u306b\u51fa\u56de\u3063\u3066\u3044\u308b Gudu SQLFlow \u306f\u3001SQL \u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u5206\u6790\u3057\u3001\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092\u53d6\u5f97\u3057\u3066\u8996\u899a\u7684\u306b\u8868\u793a\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u7cfb\u7d71\u3092 CSV \u5f62\u5f0f\u3067\u63d0\u4f9b\u3057\u3001\u8996\u899a\u7684\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u00a0<strong>(2022 \u5e74 6 \u6708 29 \u65e5\u306b Ryan \u306b\u3088\u308a\u516c\u958b)<\/strong><\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-0{width:100% !important;margin-top : 0px;margin-bottom : 0px;}.fusion-builder-column-0 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-0{width:100% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-0{width:100% !important;}.fusion-builder-column-0 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-1{ padding-top : 0px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":27,"featured_media":4825,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[178],"tags":[137,152,234,233,151,235,214],"_links":{"self":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/4806"}],"collection":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/comments?post=4806"}],"version-history":[{"count":14,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/4806\/revisions"}],"predecessor-version":[{"id":4827,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/posts\/4806\/revisions\/4827"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media\/4825"}],"wp:attachment":[{"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/media?parent=4806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/categories?post=4806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gudusoft.com\/jp\/wp-json\/wp\/v2\/tags?post=4806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}