{"id":6117,"date":"2024-12-23T17:07:24","date_gmt":"2024-12-23T08:07:24","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6117"},"modified":"2025-08-29T15:26:46","modified_gmt":"2025-08-29T06:26:46","slug":"dbt-vault_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/dbt-vault_glossary\/","title":{"rendered":"dbt Vault\u3068\u306f\uff1f\u73fe\u4ee3\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u9769\u65b0\u3068\u305d\u306e\u6df1\u5c64\u306b\u8feb\u308b"},"content":{"rendered":"\n

dbt Vault\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089\u6700\u65b0\u306e\u5fdc\u7528\u4e8b\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u672a\u6765\u5c55\u671b\u307e\u3067\u3092\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002dbt Vault\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u6b21\u306e\u30ec\u30d9\u30eb\u3078\u5f15\u304d\u4e0a\u3052\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n

dbt Vault<\/strong>\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u69cb\u9020\u5316\u30fb\u81ea\u52d5\u5316\u30fb\u4fe1\u983c\u6027\u3092\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3055\u305b\u308b\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001dbt Vault\u306e\u6982\u5ff5\u304b\u3089\u6700\u65b0\u306e\u6d3b\u7528\u52d5\u5411\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c\u3001\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u89e3\u8aac\u3057\u3001\u5b9f\u8df5\u7684\u306a\u7406\u89e3\u306b\u3064\u306a\u3052\u307e\u3059\u3002\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u306b\u3069\u306e\u3088\u3046\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u306e\u304b\u3001\u5b9f\u7528\u6027\u306e\u89b3\u70b9\u304b\u3089\u3082\u6398\u308a\u4e0b\u3052\u307e\u3059\u3002<\/p>\r\n

\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0<\/strong>\u3084ETL\u30d7\u30ed\u30bb\u30b9<\/strong>\u3001\u30c7\u30fc\u30bf\u7d71\u5408<\/strong>\u306e\u9ad8\u5ea6\u5316\u304c\u6c42\u3081\u3089\u308c\u308b\u4e2d\u3001dbt Vault\u306f\u305d\u308c\u3089\u3092\u4e00\u5143\u7684\u306b\u652f\u3048\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u8a2d\u8a08\u306b\u304a\u3044\u3066\u3001\u5c65\u6b74\u7ba1\u7406\u3084\u5909\u66f4\u8ffd\u8de1\u3092\u5bb9\u6613\u306b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u52d5\u5316<\/strong>\u306b\u3088\u3063\u3066\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3068\u54c1\u8cea\u3092\u540c\u6642\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n

<\/p>\n\n

dbt Vault\u306e\u57fa\u672c\u6982\u5ff5<\/h2>\ndbt Vault\u3068\u306f\uff1f<\/b>\r\n

dbt Vault<\/span>\u3068\u306f\u3001Data Vault\u30e2\u30c7\u30ea\u30f3\u30b0\u624b\u6cd5\u3068dbt\uff08data build tool\uff09\u3092\u7d71\u5408\u3057\u305f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u9ad8\u5ea6\u306a\u5b9f\u88c5\u6226\u7565\u3067\u3059\u3002Data Vault\u306f1990\u5e74\u4ee3\u672b\u306bDan Linstedt\u306b\u3088\u3063\u3066\u63d0\u5531\u3055\u308c\u305f\u624b\u6cd5\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u304b\u3089\u72ec\u7acb\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u304b\u3064\u5c65\u6b74\u8ffd\u8de1\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u3053\u308c\u306bdbt\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001SQL\u30d9\u30fc\u30b9\u3067\u306e\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u30fb\u30c7\u30d7\u30ed\u30a4\u304c\u4e00\u8cab\u3057\u3066\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u8907\u96d1\u306a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3082\u4e00\u5143\u7684\u306b\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\ndbt Vault\u306e\u91cd\u8981\u6027<\/b>\r\n

dbt Vault\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531\u306e\u4e00\u3064\u306f\u3001\u4e00\u8cab\u6027\u30fb\u67d4\u8edf\u6027\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/span>\u306e\u4e09\u62cd\u5b50\u304c\u63c3\u3063\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u7279\u306b\u3001\u30de\u30eb\u30c1\u30bd\u30fc\u30b9\u74b0\u5883\u3084\u983b\u7e41\u306a\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u306b\u5bfe\u5fdc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u74b0\u5883\u3067\u306f\u3001\u5f93\u6765\u306e\u30b9\u30bf\u30fc\u578b\u3084\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u578b\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u306f\u8ffd\u3044\u3064\u304b\u306a\u3044\u5834\u5408\u304c\u5897\u3048\u3066\u304d\u307e\u3057\u305f\u3002dbt Vault\u306f\u3001\u5909\u66f4\u8010\u6027\u306e\u9ad8\u3044\u30e2\u30c7\u30ea\u30f3\u30b0<\/span>\u3068\u3001\u518d\u73fe\u6027\u3042\u308b\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u904b\u7528<\/span>\u3092\u53ef\u80fd\u306b\u3057\u3001\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u3084CI\/CD\u3068\u306e\u89aa\u548c\u6027\u3082\u9ad8\u304f\u3001\u5909\u5316\u306e\u65e9\u3044\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u306b\u3082\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

<\/p>\n\n

dbt Vault\u306e\u30d7\u30ed\u30bb\u30b9\u3068\u624b\u6cd5<\/h2>\ndbt Vault\u306e\u30d7\u30ed\u30bb\u30b9<\/b>\r\n

dbt Vault\u3092\u7528\u3044\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306f\u3001\u4ee5\u4e0b\u306e4\u3064\u306e\u57fa\u672c\u30b9\u30c6\u30c3\u30d7\u304b\u3089\u6210\u308a\u7acb\u3061\u307e\u3059\uff1a<\/p>\r\n

    \r\n\t
  1. \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u63a5\u7d9a<\/strong>\uff1a\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3084\u30af\u30e9\u30a6\u30c9\u3001API\u306a\u3069\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3001\u62bd\u51fa\u53ef\u80fd\u306a\u5f62\u3067\u53d6\u308a\u8fbc\u3080\u3002<\/li>\r\n\t
  2. \u62bd\u51fa\u3068\u5909\u63db\uff08ELT\uff09<\/strong>\uff1adbt\u306b\u3088\u308bSQL\u5909\u63db\u3067\u3001\u62bd\u51fa\u3057\u305f\u30c7\u30fc\u30bf\u3092\u4e2d\u9593\u30e2\u30c7\u30eb\u306b\u6574\u5f62\u3002\u30c7\u30fc\u30bf\u6574\u5099\u306b\u304a\u3051\u308b\u30ed\u30b8\u30c3\u30af\u3092\u660e\u793a\u7684\u306b\u30b3\u30fc\u30c9\u5316\u3002<\/li>\r\n\t
  3. Data Vault\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9<\/strong>\uff1a\u30cf\u30d6\uff08Hub\uff09\u3001\u30ea\u30f3\u30af\uff08Link\uff09\u3001\u30b5\u30c6\u30e9\u30a4\u30c8\uff08Satellite\uff09\u306e3\u69cb\u9020\u3067\u30b9\u30ad\u30fc\u30de\u3092\u69cb\u7bc9\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u95a2\u4fc2\u6027\u3084\u5c65\u6b74\u3092\u52b9\u7387\u7684\u306b\u4fdd\u5b58\u3002<\/li>\r\n\t
  4. \u30ed\u30fc\u30c9\u3068\u516c\u958b<\/strong>\uff1a\u6700\u7d42\u7684\u306a\u30d5\u30a1\u30af\u30c8\u30fb\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3068\u3057\u3066\u516c\u958b\u3057\u3001Looker\u3084Power BI\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3002<\/li>\r\n<\/ol>\r\n

    \u3053\u306e\u6d41\u308c\u306e\u4e2d\u3067dbt\u304c\u679c\u305f\u3059\u5f79\u5272\u306f\u975e\u5e38\u306b\u5927\u304d\u304f\u3001\u30e2\u30c7\u30eb\u306e\u4f9d\u5b58\u95a2\u4fc2\u306e\u7ba1\u7406\u3084\u30c6\u30b9\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u306b\u3044\u305f\u308b\u307e\u3067\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5f93\u6765\u306e\u624b\u52d5ETL\u3068\u6bd4\u3079\u3066\u5727\u5012\u7684\u306a\u751f\u7523\u6027\u5411\u4e0a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\r\n\u30c7\u30fc\u30bf\u30dc\u30eb\u30c8\u30e2\u30c7\u30ea\u30f3\u30b0<\/b>\r\n

    Data Vault\u306e\u4e2d\u5fc3\u306f\u4ee5\u4e0b\u306e3\u3064\u306e\u69cb\u6210\u8981\u7d20\u306b\u3042\u308a\u307e\u3059\uff1a<\/p>\r\n

      \r\n\t
    • \u30cf\u30d6\uff08Hub\uff09<\/strong>\uff1a\u30d3\u30b8\u30cd\u30b9\u306e\u4e3b\u8981\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4f8b\uff1a\u9867\u5ba2ID\u3001\u88fd\u54c1ID\u306a\u3069\uff09\u3092\u4e00\u610f\u306b\u8b58\u5225\u3057\u307e\u3059\u3002<\/li>\r\n\t
    • \u30ea\u30f3\u30af\uff08Link\uff09<\/strong>\uff1a\u8907\u6570\u306e\u30cf\u30d6\u9593\u306e\u95a2\u4fc2\u6027\uff08\u4f8b\uff1a\u9867\u5ba2\u3068\u6ce8\u6587\u306e\u95a2\u4fc2\uff09\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/li>\r\n\t
    • \u30b5\u30c6\u30e9\u30a4\u30c8\uff08Satellite\uff09<\/strong>\uff1a\u30cf\u30d6\u3084\u30ea\u30f3\u30af\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f\u5c5e\u6027\u60c5\u5831\u3084\u5c65\u6b74\u60c5\u5831\uff08\u4f8b\uff1a\u9867\u5ba2\u540d\u306e\u5909\u66f4\u5c65\u6b74\u306a\u3069\uff09\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002<\/li>\r\n<\/ul>\r\n

      \u3053\u306e\u4e09\u5c64\u69cb\u9020\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u5c65\u6b74\u6027\u3068\u8ffd\u8de1\u6027\u304c\u78ba\u4fdd\u3055\u308c\u3001\u76e3\u67fb\u8a3c\u8de1\u304c\u91cd\u8981\u306a\u696d\u754c\uff08\u91d1\u878d\u3001\u4fdd\u967a\u3001\u533b\u7642\u306a\u3069\uff09\u3067\u3082\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\ndbt\u306b\u3088\u308bETL\u306e\u6700\u9069\u5316<\/b>\r\n

      dbt Vault\u3067\u306f\u3001dbt\u306e\u4ee5\u4e0b\u306e\u6a5f\u80fd\u304c\u7279\u306b\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\uff1a<\/p>\r\n

        \r\n\t
      • \u30e2\u30c7\u30eb<\/strong>\uff1aSQL\u30d5\u30a1\u30a4\u30eb\u5358\u4f4d\u3067\u306e\u5909\u63db\u51e6\u7406\u3002\u30ea\u30cd\u30fc\u30b8\u3084\u4f9d\u5b58\u95a2\u4fc2\u3092\u53ef\u8996\u5316\u3002<\/li>\r\n\t
      • \u30de\u30af\u30ed<\/strong>\uff1a\u5171\u901a\u51e6\u7406\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3067\u30b3\u30fc\u30c9\u91cd\u8907\u3092\u524a\u6e1b\u3002<\/li>\r\n\t
      • \u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8<\/strong>\uff1a\u5c65\u6b74\u30c6\u30fc\u30d6\u30eb\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3002<\/li>\r\n\t
      • \u30c6\u30b9\u30c8<\/strong>\uff1anot null\u3001unique\u3001referential integrity\u306a\u3069\u306e\u30c1\u30a7\u30c3\u30af\u3092\u6a19\u6e96\u5316\u3002<\/li>\r\n\t
      • CI\/CD<\/strong>\uff1aGitHub Actions\u3084GitLab CI\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u81ea\u52d5\u5316\u3002<\/li>\r\n<\/ul>\r\n

        \u7279\u306b2024\u5e74\u4ee5\u964d\u306f\u3001dbt Mesh<\/strong>\u3084dbt Semantic Layer<\/strong>\u3068\u3044\u3063\u305f\u65b0\u6a5f\u80fd\u304c\u767b\u5834\u3057\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u7d44\u7e54\u3067\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u5206\u5272\u3084\u610f\u5473\u8ad6\u306e\u4e00\u8cab\u6027\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u90e8\u9580\u3054\u3068\u306e\u72ec\u7acb\u6027\u3092\u4fdd\u3061\u3064\u3064\u3001\u5168\u793e\u7684\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u3082\u7dad\u6301\u3067\u304d\u307e\u3059\u3002<\/p>\r\n

        <\/p>\n\n

        dbt Vault\u306e\u5fdc\u7528\u5206\u91ce<\/h2>\n\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/b>\r\n

        BI\u306e\u73fe\u5834\u3067\u306f\u3001\u4fe1\u983c\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6574\u5099<\/span>\u304c\u5fc5\u9808\u3067\u3059\u3002dbt Vault\u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6574\u5408\u6027\u306e\u3042\u308b\u5f62\u3067\u7d71\u5408\u3057\u3001\u90e8\u9580\u6a2a\u65ad\u306eKPI\u3092\u4e00\u8cab\u3057\u3066\u8a08\u6e2c\u3067\u304d\u308b\u57fa\u76e4\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5c0f\u58f2\u696d\u306b\u304a\u3044\u3066\u306fPOS\u30c7\u30fc\u30bf\u3068\u5728\u5eab\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u8ca9\u58f2\u30c8\u30ec\u30f3\u30c9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8fc5\u901f\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/b>\r\n

        \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u3001\u30af\u30ea\u30fc\u30f3\u3067\u610f\u5473\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/span>\u306f\u5206\u6790\u3084\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002dbt Vault\u306e\u69cb\u9020\u306f\u3001\u5c5e\u6027\u306e\u5909\u66f4\u5c65\u6b74\u3084\u95a2\u4fc2\u6027\u3092\u4fdd\u3063\u305f\u307e\u307e\u524d\u51e6\u7406\u3092\u884c\u3048\u308b\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5165\u529b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u975e\u5e38\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u6642\u7cfb\u5217\u4e88\u6e2c\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001Vault\u69cb\u9020\u3092\u4fdd\u3063\u305f\u307e\u307e\u7279\u5fb4\u91cf\u62bd\u51fa\u3092\u884c\u3046\u30b1\u30fc\u30b9\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\u91d1\u878d\u696d\u754c<\/b>\r\n

        \u91d1\u878d\u696d\u754c\u3067\u306f\u3001\u6b63\u78ba\u6027\u3068\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3<\/span>\u304c\u547d\u3067\u3059\u3002\u53d6\u5f15\u30c7\u30fc\u30bf\u3084\u9867\u5ba2\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306e\u66f4\u65b0\u5c65\u6b74\u3092\u3001\u5909\u66f4\u70b9\u3082\u542b\u3081\u3066\u53b3\u683c\u306b\u7ba1\u7406\u3067\u304d\u308bdbt Vault\u306f\u3001\u30ea\u30b9\u30af\u8a55\u4fa1\u3084AML\uff08\u30a2\u30f3\u30c1\u30de\u30cd\u30fc\u30ed\u30f3\u30c0\u30ea\u30f3\u30b0\uff09\u306a\u3069\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u304c\u6c42\u3081\u3089\u308c\u308b\u696d\u52d9\u3067\u7279\u306b\u6709\u7528\u3067\u3059\u30022024\u5e74\u306b\u306f\u3001\u6b27\u5dde\u91d1\u878d\u6a5f\u95a2\u306b\u3088\u308bdbt Vault\u5c0e\u5165\u4e8b\u4f8b\u3082\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u898f\u5236\u5bfe\u5fdc\u306e\u4e00\u74b0\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

        <\/p>\n\n

        dbt Vault\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\ndbt Vault\u306e\u30e1\u30ea\u30c3\u30c8<\/b>\r\n
          \r\n\t
        1. \u5c65\u6b74\u7ba1\u7406\u3068\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3<\/strong>\uff1a\u5909\u66f4\u3092\u30ed\u30b9\u306a\u304f\u4fdd\u5b58\u3067\u304d\u3001\u904e\u53bb\u306e\u72b6\u614b\u3092\u3044\u3064\u3067\u3082\u518d\u73fe\u53ef\u80fd\u3002<\/li>\r\n\t
        2. \u518d\u5229\u7528\u6027\u3068\u4fdd\u5b88\u6027<\/strong>\uff1a\u30de\u30af\u30ed\u3084\u30e2\u30c7\u30eb\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u3088\u308a\u3001\u5171\u901a\u51e6\u7406\u3092\u6a19\u6e96\u5316\u3002<\/li>\r\n\t
        3. CI\/CD\u3068\u306e\u9023\u643a<\/strong>\uff1a\u5909\u66f4\u3092\u81ea\u52d5\u3067\u30c6\u30b9\u30c8\u30fb\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3092\u62c5\u4fdd\u3002<\/li>\r\n\t
        4. \u62e1\u5f35\u6027\u3068\u67d4\u8edf\u6027<\/strong>\uff1a\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u306b\u3082\u8fc5\u901f\u306b\u5bfe\u5fdc\u3002<\/li>\r\n\t
        5. \u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6<\/strong>\uff1aSnowflake\u3084BigQuery\u306a\u3069\u306e\u30e2\u30c0\u30f3DWH\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u512a\u308c\u308b\u3002<\/li>\r\n<\/ol>\r\n\u00a0dbt Vault\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/b>\r\n
            \r\n\t
          1. \u5b66\u7fd2\u30b3\u30b9\u30c8<\/strong>\uff1aData Vault\u30e2\u30c7\u30ea\u30f3\u30b0\u3068dbt\u4e21\u65b9\u306e\u7fd2\u5f97\u304c\u6c42\u3081\u3089\u308c\u3001\u521d\u5b66\u8005\u306b\u306f\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u3002<\/li>\r\n\t
          2. \u521d\u671f\u8a2d\u8a08\u306e\u96e3\u3057\u3055<\/strong>\uff1a\u69cb\u9020\u304c\u660e\u78ba\u3067\u306a\u3044\u3068\u3001\u5197\u9577\u306a\u30c6\u30fc\u30d6\u30eb\u69cb\u6210\u306b\u306a\u308b\u30ea\u30b9\u30af\u3042\u308a\u3002<\/li>\r\n\t
          3. \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u61f8\u5ff5<\/strong>\uff1a\u30cf\u30d6\u3084\u30b5\u30c6\u30e9\u30a4\u30c8\u306eJOIN\u304c\u591a\u304f\u306a\u308a\u304c\u3061\u3067\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u3067\u306f\u30af\u30a8\u30ea\u6700\u9069\u5316\u304c\u5fc5\u8981\u3002<\/li>\r\n\t
          4. \u30c7\u30fc\u30bf\u30ec\u30a4\u30c6\u30f3\u30b7<\/strong>\uff1a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306b\u306f\u5de5\u592b\u304c\u5fc5\u8981\u3067\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u5bfe\u5fdc\u306f\u307e\u3060\u9650\u5b9a\u7684\u3002<\/li>\r\n\t
          5. \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u8cc7\u6e90\u306e\u9650\u754c<\/strong>\uff1adbt\u672c\u4f53\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u5145\u5b9f\u3057\u3066\u3044\u308b\u304c\u3001dbt Vault\u306b\u7279\u5316\u3057\u305f\u60c5\u5831\u306f\u307e\u3060\u5c11\u306a\u3044\u3002<\/li>\r\n<\/ol>\r\n

            <\/p>\n\n

            dbt Vault\u306e\u5c06\u6765\u5c55\u671b<\/h2>\n\u30af\u30e9\u30a6\u30c9\u6280\u8853\u3068\u306e\u878d\u5408<\/b>\r\n

            \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\uff08\u4f8b\uff1aSnowflake\u3001BigQuery\u3001Databricks\uff09\u3068\u306e\u9023\u643a\u306f\u4eca\u5f8c\u3055\u3089\u306b\u9032\u307f\u307e\u3059\u3002\u7279\u306b\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u306e\u5206\u96e2\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3067\u3082\u30b3\u30b9\u30c8\u52b9\u7387\u3088\u304f\u51e6\u7406<\/span>\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002dbt Vault\u3082\u3001\u30af\u30e9\u30a6\u30c9\u30ea\u30bd\u30fc\u30b9\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u6d3b\u304b\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3084\u5206\u6563\u51e6\u7406\u3078\u306e\u5bfe\u5fdc\u3092\u5f37\u5316\u4e2d\u3067\u3059\u3002<\/p>\r\n\u00a0AI\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u6d3b\u7528<\/b>\r\n

            \u6700\u8fd1\u3067\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u5909\u63db\u30ed\u30b8\u30c3\u30af\u306e\u751f\u6210<\/span>\u3084\u3001\u7570\u5e38\u691c\u77e5\u306e\u30a2\u30e9\u30fc\u30c8\u8a2d\u8a08<\/span>\u306bdbt Vault\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u8a18\u8ff0\u3055\u308c\u305f\u5909\u63db\u4ed5\u69d8\u3092\u81ea\u52d5\u7684\u306bdbt\u30e2\u30c7\u30eb\u3078\u5909\u63db\u3059\u308bNLP\u30d9\u30fc\u30b9\u306e\u652f\u63f4\u30c4\u30fc\u30eb\u3084\u3001\u30c9\u30ea\u30d5\u30c8\u691c\u77e5\u306e\u4ed5\u7d44\u307f\u3068Vault\u30b5\u30c6\u30e9\u30a4\u30c8\u306e\u7d71\u5408\u3068\u3044\u3063\u305f\u4e8b\u4f8b\u3082\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u62e1\u5927<\/b>\r\n

            2024\u5e74\u4ee5\u964d\u3001GitHub\u4e0a\u3067\u306f\u300cdbt-vault\u300d\u95a2\u9023\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u5b9f\u88c5\u30b9\u30d4\u30fc\u30c9\u3092\u98db\u8e8d\u7684\u306b\u9ad8\u3081\u308b\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9<\/span>\u304c\u5145\u5b9f\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30d9\u30fc\u30b9\u3067\u306e\u30ce\u30a6\u30cf\u30a6\u5171\u6709\u3084\u904b\u7528Tips\u306e\u516c\u958b\u3082\u9032\u307f\u3001\u4f01\u696d\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u6d3b\u6027\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n

            <\/p>\n\n

            \u307e\u3068\u3081<\/h2>\ndbt Vault\u306e\u307e\u3068\u3081<\/b>\r\n

            dbt Vault\u306f\u3001\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u4e2d\u5fc3\u7684\u306a\u5b58\u5728\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u67d4\u8edf\u6027\u3001\u30b9\u30d4\u30fc\u30c9<\/strong>\u306e\u3059\u3079\u3066\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u571f\u53f0\u3068\u306a\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002Data Vault\u306e\u6301\u3064\u5f37\u56fa\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u57fa\u76e4\u3068\u3001dbt\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306b\u3088\u308b\u81ea\u52d5\u5316\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u3042\u3089\u3086\u308b\u696d\u754c\u30fb\u7d44\u7e54\u3067\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u6d3b\u7528\u304c\u3088\u308a\u5f37\u529b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

            \u4eca\u5f8c\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30fbAI\u30fb\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u9032\u5316\u3068\u3068\u3082\u306b\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u3067\u67d4\u8edf\u306a\u904b\u7528\u304c\u53ef\u80fd\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002\u307e\u305a\u306f\u5c0f\u898f\u6a21\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u59cb\u3081\u3066\u3001dbt Vault\u306e\u4fa1\u5024\u3092\u5b9f\u611f\u3057\u3066\u307f\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\r\n

            <\/p>","protected":false},"excerpt":{"rendered":"

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