{"id":6130,"date":"2024-12-26T17:14:53","date_gmt":"2024-12-26T08:14:53","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6130"},"modified":"2026-09-30T14:59:05","modified_gmt":"2026-09-30T05:59:05","slug":"medallionarchitecture_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/medallionarchitecture_glossary\/","title":{"rendered":"\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306f\uff1fBronze\u30fbSilver\u30fbGold\u306e\u9055\u3044\u30682026\u5e74\u6700\u65b0\u52d5\u5411"},"content":{"rendered":"\n<p>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092Bronze\u30fbSilver\u30fbGold\u306e3\u3064\u306e\u30ec\u30a4\u30e4\u30fc\u306b\u5206\u3051\u3001\u54c1\u8cea\u3068\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u6bb5\u968e\u7684\u306b\u9ad8\u3081\u308b\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002Databricks\u3084Delta Lake\u3068\u306e\u95a2\u4fc2\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5b9f\u8df5\u7684\u306a\u8a2d\u8a08\u65b9\u6cd5\u3001AI\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u306b\u304a\u3051\u308b2026\u5e74\u306e\u6700\u65b0\u52d5\u5411\u307e\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306f\uff1f<\/h2>\n<p><strong>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff08Medallion Architecture\uff09<\/strong>\u3068\u306f\u3001\u4f01\u696d\u304c\u6271\u3046\u30c7\u30fc\u30bf\u3092\u300cBronze\u300d\u300cSilver\u300d\u300cGold\u300d\u3068\u3044\u3046\u8907\u6570\u306e\u8ad6\u7406\u30ec\u30a4\u30e4\u30fc\u306b\u5206\u3051\u3001\u30c7\u30fc\u30bf\u3092\u6bb5\u968e\u7684\u306b\u52a0\u5de5\u30fb\u691c\u8a3c\u3057\u306a\u304c\u3089\u4fa1\u5024\u3092\u9ad8\u3081\u3066\u3044\u304f\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002<\/p>\n<p>\u7279\u306bDatabricks\u306eLakehouse\u74b0\u5883\u3067\u5e83\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u8a2d\u8a08\u601d\u60f3\u3067\u3059\u304c\u3001\u8003\u3048\u65b9\u305d\u306e\u3082\u306e\u306f\u7279\u5b9a\u306e\u88fd\u54c1\u306b\u9650\u5b9a\u3055\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u3092\u67d4\u8edf\u306b\u4fdd\u5b58\u3067\u304d\u308b\u4e00\u65b9\u3001\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u306b\u4f7f\u3048\u3070\u3088\u3044\u306e\u304b\u300d\u300c\u52a0\u5de5\u524d\u306e\u30c7\u30fc\u30bf\u306f\u3069\u3053\u306b\u3042\u308b\u306e\u304b\u300d\u3068\u3044\u3063\u305f\u554f\u984c\u304c\u767a\u751f\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u72b6\u614b\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u30ec\u30a4\u30e4\u30fc\u3054\u3068\u306b\u6574\u7406\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u30c7\u30fc\u30bf\u306e\u518d\u5229\u7528\u6027\u3001\u54c1\u8cea\u3001\u8ffd\u8de1\u53ef\u80fd\u6027\u3092\u9ad8\u3081\u308b<\/strong>\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306a\u6d41\u308c\u306f\u3001<\/p>\n<p><strong>Bronze \u2192 Silver \u2192 Gold<\/strong><\/p>\n<p>\u3067\u3059\u3002<\/p>\n<p>Bronze\u3067\u539f\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001Silver\u3067\u54c1\u8cea\u3092\u6574\u3048\u3001Gold\u3067\u30d3\u30b8\u30cd\u30b9\u306b\u5229\u7528\u3057\u3084\u3059\u3044\u30c7\u30fc\u30bf\u3078\u5909\u63db\u3057\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u5358\u7d14\u306b3\u3064\u306e\u30d5\u30a9\u30eb\u30c0\u3084\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u308c\u305e\u308c\u306e\u30ec\u30a4\u30e4\u30fc\u306b\u7570\u306a\u308b\u5f79\u5272\u3092\u6301\u305f\u305b\u3001\u30c7\u30fc\u30bf\u304c\u300c\u8a18\u9332\u300d\u304b\u3089\u300c\u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u300d\u3001\u305d\u3057\u3066\u300c\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u300d\u3078\u5909\u5316\u3057\u3066\u3044\u304f\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u3053\u3068\u304c\u672c\u8cea\u3067\u3059\u3002<\/p>\n<h2>Bronze\u30fbSilver\u30fbGold\u306e\u9055\u3044<\/h2>\n<h3>Bronze\uff1a\u539f\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30ec\u30a4\u30e4\u30fc<\/h3>\n<p>Bronze\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3067\u304d\u308b\u3060\u3051\u539f\u5f62\u306b\u8fd1\u3044\u72b6\u614b\u3067\u4fdd\u5b58\u3059\u308b\u30ec\u30a4\u30e4\u30fc\u3067\u3059\u3002<\/p>\n<p>\u5bfe\u8c61\u3068\u306a\u308b\u306e\u306f\u3001\u696d\u52d9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001CSV\u3001JSON\u3001API\u3001IoT\u30bb\u30f3\u30b5\u30fc\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30ed\u30b0\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30a4\u30d9\u30f3\u30c8\u3001CDC\u306a\u3069\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u6bb5\u968e\u3067\u306f\u3001NULL\u3084\u91cd\u8907\u3001\u4e0d\u6b63\u5024\u306a\u3069\u304c\u542b\u307e\u308c\u3066\u3044\u3066\u3082\u69cb\u3044\u307e\u305b\u3093\u3002\u3080\u3057\u308d\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u5f8c\u304b\u3089\u518d\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u539f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3059\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070Silver\u3067\u30c7\u30fc\u30bf\u5909\u63db\u306b\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3067\u3082\u3001Bronze\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u3084\u308a\u76f4\u305b\u307e\u3059\u3002\u307e\u305f\u3001\u5c06\u6765\u7684\u306b\u65b0\u3057\u3044\u5206\u6790\u8981\u4ef6\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u3082\u3001\u539f\u30c7\u30fc\u30bf\u3092\u518d\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081Bronze\u306f\u3001\u300c\u6c5a\u308c\u305f\u30c7\u30fc\u30bf\u3092\u7f6e\u304f\u5834\u6240\u300d\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u304a\u3051\u308b<strong>\u518d\u73fe\u6027\u3068\u76e3\u67fb\u6027\u3092\u652f\u3048\u308b\u539f\u672c\u5c64<\/strong>\u3068\u8003\u3048\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<hr \/>\n<h3>Silver\uff1a\u30c7\u30fc\u30bf\u54c1\u8cea\u3092\u9ad8\u3081\u308b\u30ec\u30a4\u30e4\u30fc<\/h3>\n<p>Silver\u3067\u306f\u3001Bronze\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3084\u696d\u52d9\u5229\u7528\u306b\u8010\u3048\u3089\u308c\u308b\u72b6\u614b\u3078\u52a0\u5de5\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee3\u8868\u7684\u306a\u51e6\u7406\u306b\u306f\u3001\u30c7\u30fc\u30bf\u578b\u306e\u7d71\u4e00\u3001NULL\u3084\u7570\u5e38\u5024\u306e\u51e6\u7406\u3001\u91cd\u8907\u6392\u9664\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u898f\u5316\u3001\u8907\u6570\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u7d50\u5408\u3001\u30de\u30b9\u30bf\u30fc\u30c7\u30fc\u30bf\u3068\u306e\u7d71\u5408\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u9867\u5ba2ID\u304c\u30b7\u30b9\u30c6\u30e0A\u3067\u306f\u6587\u5b57\u5217\u3001\u30b7\u30b9\u30c6\u30e0B\u3067\u306f\u6574\u6570\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001Silver\u3067\u5f62\u5f0f\u3092\u7d71\u4e00\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u53d6\u5f97\u3057\u305f\u9867\u5ba2\u60c5\u5831\u3092\u7d71\u5408\u3057\u3001\u300c\u9867\u5ba2\u300d\u3068\u3044\u3046\u5171\u901a\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u3053\u3068\u3082Silver\u306e\u91cd\u8981\u306a\u5f79\u5272\u3067\u3059\u3002<\/p>\n<p>Silver\u306f\u3001\u8907\u6570\u306e\u5206\u6790\u3084AI\u51e6\u7406\u304b\u3089\u518d\u5229\u7528\u3055\u308c\u308b<strong>\u4fe1\u983c\u3067\u304d\u308b\u5171\u901a\u30c7\u30fc\u30bf\u5c64<\/strong>\u3068\u3057\u3066\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<hr \/>\n<h3>Gold\uff1a\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u30ec\u30a4\u30e4\u30fc<\/h3>\n<p>Gold\u306f\u3001\u6574\u5f62\u3055\u308c\u305fSilver\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u52a0\u5de5\u3059\u308b\u30ec\u30a4\u30e4\u30fc\u3067\u3059\u3002<\/p>\n<p>\u58f2\u4e0a\u5206\u6790\u3001\u9867\u5ba2\u5206\u6790\u3001\u5728\u5eab\u7ba1\u7406\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u8ca1\u52d9\u5206\u6790\u3001\u9700\u8981\u4e88\u6e2c\u306a\u3069\u3001\u5177\u4f53\u7684\u306a\u696d\u52d9\u3067\u5229\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3084\u96c6\u8a08\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070Silver\u306b\u5927\u91cf\u306e\u8ca9\u58f2\u660e\u7d30\u30c7\u30fc\u30bf\u304c\u3042\u308b\u5834\u5408\u3001Gold\u3067\u306f\u300c\u6708\u5225\u58f2\u4e0a\u300d\u300c\u5546\u54c1\u5225\u58f2\u4e0a\u300d\u300c\u5e97\u8217\u5225\u58f2\u4e0a\u300d\u300c\u9867\u5ba2\u5225\u8cfc\u5165\u91d1\u984d\u300d\u306a\u3069\u3001\u7d4c\u55b6\u3084\u55b6\u696d\u90e8\u9580\u304c\u76f4\u63a5\u5229\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u3078\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u306fGold\u3092\u5358\u306a\u308bBI\u7528\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u306a\u304f\u3001<strong>\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8<\/strong>\u3068\u3057\u3066\u8a2d\u8a08\u3059\u308b\u8003\u3048\u65b9\u3082\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u55b6\u696d\u5411\u3051\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5411\u3051\u3001\u7d4c\u55b6\u5411\u3051\u3001AI\u5411\u3051\u306a\u3069\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u30b9\u30d4\u30fc\u30c9\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u6bb5\u968e\u7684\u306b\u9ad8\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u6700\u521d\u304b\u3089\u5b8c\u74a7\u306b\u52a0\u5de5\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305aBronze\u306b\u4fdd\u5b58\u3057\u3001\u305d\u306e\u5f8cSilver\u3001Gold\u3078\u9032\u3081\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3068\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u5206\u96e2\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u539f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3059\u308b\u3053\u3068\u3067\u518d\u51e6\u7406\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3067\u3082\u3001Bronze\u304b\u3089Silver\u3084Gold\u3092\u518d\u69cb\u7bc9\u3067\u304d\u308b\u305f\u3081\u3001\u5c06\u6765\u7684\u306a\u4ed5\u69d8\u5909\u66f4\u306b\u3082\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30ec\u30a4\u30e4\u30fc\u3054\u3068\u306e\u8cac\u4efb\u7bc4\u56f2\u304c\u660e\u78ba\u306b\u306a\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u969b\u306b\u3082\u539f\u56e0\u3092\u8ffd\u8de1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3082\u3046\u4e00\u3064\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3001<strong>AI\u6d3b\u7528\u3068\u306e\u76f8\u6027\u306e\u826f\u3055<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u751f\u6210AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u91cf\u3060\u3051\u3067\u306a\u304f\u54c1\u8cea\u3001\u6700\u65b0\u6027\u3001\u51fa\u5178\u3001\u52a0\u5de5\u5c65\u6b74\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002Bronze\u3067\u539f\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u3001Silver\u3067\u54c1\u8cea\u3092\u6574\u3048\u3001Gold\u3067\u696d\u52d9\u4e0a\u306e\u610f\u5473\u3092\u4e0e\u3048\u308b\u69cb\u9020\u306f\u3001AI\u306b\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u4f9b\u7d66\u3059\u308b\u3046\u3048\u3067\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n<h2>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u6ce8\u610f\u70b9<\/h2>\n<p>\u4e00\u65b9\u3067\u3001\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5c0e\u5165\u3059\u308c\u3070\u5fc5\u305a\u30c7\u30fc\u30bf\u57fa\u76e4\u304c\u826f\u304f\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u6700\u5927\u306e\u6ce8\u610f\u70b9\u306f\u3001<strong>\u30ec\u30a4\u30e4\u30fc\u3092\u5897\u3084\u3057\u3059\u304e\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u300cBronze\u3001Silver\u3001Gold\u306b\u5206\u3051\u308b\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u3060\u3051\u3092\u5f62\u5f0f\u7684\u306b\u63a1\u7528\u3059\u308b\u3068\u3001\u4f3c\u305f\u3088\u3046\u306a\u30c6\u30fc\u30d6\u30eb\u304c\u5927\u91cf\u306b\u4f5c\u3089\u308c\u3001\u304b\u3048\u3063\u3066\u30c7\u30fc\u30bf\u306e\u6240\u5728\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Silver\u3084Gold\u306b\u540c\u3058\u3088\u3046\u306a\u52a0\u5de5\u51e6\u7406\u304c\u5897\u3048\u308b\u3068\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u4fdd\u5b88\u30b3\u30b9\u30c8\u3082\u4e0a\u6607\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u5404\u30ec\u30a4\u30e4\u30fc\u306b\u660e\u78ba\u306a\u8cac\u4efb\u3092\u6301\u305f\u305b\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>Bronze\u306f\u300c\u539f\u30c7\u30fc\u30bf\u306e\u4fdd\u6301\u300d\u3001Silver\u306f\u300c\u54c1\u8cea\u3068\u7d71\u5408\u300d\u3001Gold\u306f\u300c\u696d\u52d9\u4fa1\u5024\u306e\u63d0\u4f9b\u300d\u3068\u3044\u3046\u539f\u5247\u3092\u57fa\u672c\u3068\u3057\u3001\u5b9f\u969b\u306e\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u30ec\u30a4\u30e4\u30fc\u3092\u5897\u6e1b\u3055\u305b\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001<strong>3\u5c64\u69cb\u9020\u305d\u306e\u3082\u306e\u3092\u76ee\u7684\u306b\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093<\/strong>\u3002<\/p>\n<h2>Databricks\u30fbDelta Lake\u3068\u306e\u95a2\u4fc2<\/h2>\n<p>\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u8a9e\u308b\u3046\u3048\u3067\u6b20\u304b\u305b\u306a\u3044\u306e\u304cDatabricks\u3067\u3059\u3002<\/p>\n<p>Databricks\u306fLakehouse\u306e\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u3068\u3057\u3066\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001Bronze\u3001Silver\u3001Gold\u3092\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u73fe\u5728\u306eDatabricks\u3067\u306f\u3001\u5f93\u6765\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u4e2d\u5fc3\u306eETL\u3060\u3051\u3067\u306a\u304f\u3001<strong>Lakeflow Pipelines<\/strong>\u3092\u5229\u7528\u3057\u305f\u5ba3\u8a00\u7684\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a2d\u8a08\u3082\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306b\u53d6\u308a\u8fbc\u307f\u306a\u304c\u3089\u3001Silver\u3084Gold\u3078\u6bb5\u968e\u7684\u306b\u5909\u63db\u3059\u308b\u69cb\u6210\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u30fb\u7ba1\u7406\u3067\u306f<strong>Delta Lake<\/strong>\u3082\u91cd\u8981\u3067\u3059\u3002ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3084\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u306a\u3069\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3051\u308b\u6574\u5408\u6027\u3068\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b2026\u5e74\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3067\u306f\u3001Delta Lake\u3060\u3051\u306b\u9589\u3058\u308b\u306e\u3067\u306f\u306a\u304f\u3001<strong>Apache Iceberg\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u306a\u30c6\u30fc\u30d6\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u306e\u76f8\u4e92\u904b\u7528\u6027<\/strong>\u3082\u91cd\u8981\u306a\u30c6\u30fc\u30de\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u73fe\u5728\u306e\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u300cDatabricks\u5c02\u7528\u306e3\u5c64\u69cb\u9020\u300d\u3068\u3044\u3046\u3088\u308a\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3092\u6bb5\u968e\u7684\u306b\u9ad8\u3081\u308b<strong>\u8ad6\u7406\u7684\u306a\u30c7\u30fc\u30bf\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3<\/strong>\u3068\u3057\u3066\u7406\u89e3\u3059\u308b\u306e\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n<h2>Unity Catalog\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/h2>\n<p>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u57fa\u76e4\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u4f5c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u8ab0\u304c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3067\u304d\u308b\u306e\u304b\u300d\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Databricks\u3067\u306f\u3001<strong>Unity Catalog<\/strong>\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3084AI\u8cc7\u7523\u306e\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u7d71\u5408\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u304c\u3069\u3053\u304b\u3089\u6765\u3066\u3001\u3069\u306e\u51e6\u7406\u3092\u7d4c\u3066\u73fe\u5728\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u306a\u3063\u305f\u306e\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u7279\u306bAI\u6642\u4ee3\u3067\u306f\u3001AI\u304c\u53c2\u7167\u3057\u305f\u30c7\u30fc\u30bf\u306e\u51fa\u5178\u3084\u54c1\u8cea\u3092\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u30012026\u5e74\u306e\u30e1\u30c0\u30ea\u30aa\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u306f\u3001<\/p>\n<p><strong>Bronze \u2192 Silver \u2192 Gold \u2192 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