{"id":6097,"date":"2024-12-23T16:28:29","date_gmt":"2024-12-23T07:28:29","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6097"},"modified":"2025-08-29T15:15:18","modified_gmt":"2025-08-29T06:15:18","slug":"dbt-osmosis_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/dbt-osmosis_glossary\/","title":{"rendered":"dbt osmosis\u3068\u306f\uff1f\u6700\u65b0\u6280\u8853\u3068\u5fdc\u7528\u4e8b\u4f8b\u3067\u7d10\u89e3\u304f\u30c7\u30fc\u30bf\u7d71\u5408\u306e\u672a\u6765"},"content":{"rendered":"\n<p>dbt osmosis\u306e\u57fa\u672c\u304b\u3089\u6700\u65b0\u306e\u5fdc\u7528\u4e8b\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5c06\u6765\u5c55\u671b\u307e\u3067\u3092\u6df1\u6398\u308a\u89e3\u8aac\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6700\u524d\u7dda\u3067\u6d3b\u8e8d\u3059\u308bdbt osmosis\u3092\u7406\u89e3\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u3067\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u6025\u901f\u306b\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u300cdbt osmosis\u300d\u3002\u3053\u306e\u6280\u8853\u306f\u3001dbt\uff08data build tool\uff09\u3092\u5f37\u529b\u306b\u88dc\u5b8c\u3057\u3001<strong>YAML\u7ba1\u7406\u306e\u81ea\u52d5\u5316\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u5143\u5316<\/strong>\u3092\u5b9f\u73fe\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u3084\u958b\u767a\u30c1\u30fc\u30e0\u306b\u63a1\u7528\u3055\u308c\u3066\u304a\u308a\u3001<strong>\u30c7\u30fc\u30bf\u54c1\u8cea\u30fb\u6574\u5408\u6027\u3092\u7dad\u6301\u3057\u3064\u3064\u3001\u30b9\u30ad\u30fc\u30de\u5b9a\u7fa9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6700\u65b0\u72b6\u614b\u306b\u4fdd\u3064<\/strong>\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001dbt osmosis\u306e\u57fa\u672c\u6982\u5ff5\u304b\u3089<strong>\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306e\u6539\u826f\u70b9\u3084\u6a5f\u80fd\u8ffd\u52a0<\/strong>\u3001\u4ee3\u8868\u7684\u306a\u5fdc\u7528\u4e8b\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u5c06\u6765\u306e\u5c55\u671b\u307e\u3067\u3092\u5305\u62ec\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\r\n<p>dbt osmosis\u3068\u306f\u3001dbt\u306eSQL\u30d9\u30fc\u30b9\u306e\u5909\u63db\u6a5f\u80fd\u306b\u52a0\u3048\u3066\u3001<strong>YAML\u30d5\u30a1\u30a4\u30eb\u306e\u81ea\u52d5\u7ba1\u7406\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210\u3001\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u6a5f\u80fd<\/strong>\u3092\u7d71\u5408\u3057\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u8907\u96d1\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u52b9\u7387\u7684\u306b\u7ba1\u7406\u3057\u3001Git\u3068\u306e\u7d71\u5408\u306b\u3088\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3092\u4fdd\u3061\u306a\u304c\u3089\u5206\u6790\u74b0\u5883\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001\u305d\u306e\u69cb\u9020\u3068\u53ef\u80fd\u6027\u3092\u6574\u7406\u3057\u3001<strong>\u5b9f\u7528\u6027\u3084\u9032\u5316\u306e\u65b9\u5411\u6027<\/strong>\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 8ae5f235-1896-4db6-8ebe-64587bf1892b --><\/p>\r\n<p><!-- notionvc: dec36100-28ab-420b-a06d-f949c5c97714 --><\/p>\r\n<p><!-- notionvc: bd18da4d-5215-4c61-b351-19da11f3203e --><\/p>\n\n<h2>dbt osmosis\u306e\u57fa\u672c\u6982\u5ff5<\/h2>\n<b><strong>dbt osmosis\u3068\u306f\uff1f<\/strong><\/b>\r\n<p>dbt osmosis\u306f\u3001dbt\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u3067\u30b9\u30ad\u30fc\u30deYAML\u3092\u81ea\u52d5\u751f\u6210\u30fb\u6574\u7406\u3057\u3001<strong>\u5217\u3054\u3068\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u5b9a\u7fa9\u3092\u7d99\u627f\uff08cascade inheritance\uff09\u3057\u306a\u304c\u3089\u4e00\u8cab\u6027\u3092\u4fdd\u3064<\/strong>\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<code>dbt-osmosis yaml refactor<\/code>\u3001<code>organize<\/code>\u3001<code>document<\/code>\u3068\u3044\u3063\u305f\u30b3\u30de\u30f3\u30c9\u3092\u901a\u3058\u3066\u3001\u30e2\u30c7\u30eb\u3084\u30bd\u30fc\u30b9\u306eYAML\u3092\u81ea\u52d5\u3067\u751f\u6210\u30fb\u79fb\u52d5\u30fb\u66f4\u65b0\u3057\u3001<strong>\u8a18\u8ff0\u6f0f\u308c\u3084\u91cd\u8907\u3092\u6392\u9664<\/strong>\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u624b\u52d5\u3067\u6563\u6f2b\u306b\u306a\u308a\u304c\u3061\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u306e\u8ca0\u62c5\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u3001\u958b\u767a\u901f\u5ea6\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\r\n<b><strong>dbt osmosis\u306e\u9032\u5316<\/strong><\/b>\r\n<p>\u6700\u521d\u306f YAML \u306e\u7ba1\u7406\u3092\u76ee\u7684\u3068\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3057\u305f\u304c\u3001\u305d\u306e\u5f8c\u3001<strong>interactive workbench<\/strong>\uff08Streamlit \u3092\u30d9\u30fc\u30b9\uff09\u3084<strong>\u30e2\u30c7\u30eb\u5dee\u5206\uff08diff\uff09\u6a5f\u80fd<\/strong>\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067SQL\u3092\u7de8\u6210\u30fb\u5b9f\u884c\u3057\u305f\u308a\u3001\u30ae\u30c3\u30c8\u306e\u5909\u66f4\u5dee\u5206\u3092\u53ef\u8996\u5316\u3059\u308b\u3088\u3046\u306a\u5bfe\u8a71\u7684\u74b0\u5883\u304c\u6574\u5099\u3055\u308c\u307e\u3057\u305f <a href=\"https:\/\/meltano.com\/blog\/data-diffs-with-meltano-and-dbt-osmosis\/?utm_source=chatgpt.com\"><\/a>\u3002\u52a0\u3048\u3066\u76f4\u8fd1\u306f dbt core v1.8 \u306b\u5bfe\u5fdc\u3057\u305f\u30a4\u30f3\u30dd\u30fc\u30c8\u306e\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3084\u9577\u6642\u9593\u51e6\u7406\u5411\u3051\u306e\u30ad\u30e3\u30c3\u30b7\u30e5TTL\u5ef6\u9577\u306a\u3069\u3082\u5b9f\u88c5\u3055\u308c\u3001\u3088\u308a\u5b89\u5b9a\u304b\u3064\u9ad8\u901f\u306a\u52d5\u4f5c\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001<strong>CLI\u8a2d\u5b9a\uff0f\u30d5\u30a9\u30eb\u30c0\u5358\u4f4d\uff0f\u30ce\u30fc\u30c9\u5358\u4f4d\uff0f\u5217\u5358\u4f4d<\/strong>\u307e\u3067\u7d30\u304b\u304f\u5236\u5fa1\u3067\u304d\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u6574\u5099\u3055\u308c\u3001\u67d4\u8edf\u306a\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\u3068\u7ba1\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<!-- notionvc: 1d418b44-e990-48a2-8687-a6a837b2d4dc --><\/p>\r\n<p><!-- notionvc: f7abe1ac-4c3c-425c-ab76-469410bf6256 --><\/p>\r\n<p><!-- notionvc: 012df775-9d7d-40c7-a9c6-1fa916d846bd --><\/p>\n\n<h2>dbt osmosis\u306e\u30d7\u30ed\u30bb\u30b9\u3068\u624b\u6cd5<\/h2>\n<b><strong>dbt osmosis\u306e\u30d7\u30ed\u30bb\u30b9<\/strong><\/b>\r\n<p>\u4e3b\u8981\u306a\u5b9f\u884c\u30d5\u30ed\u30fc\u306f\u6b21\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\r\n<ol>\r\n\t<li><strong>\u30c7\u30fc\u30bf\u53ce\u96c6\u306b\u76f8\u5f53\u3059\u308b\u6e96\u5099<\/strong>\uff1adbt\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068YAML\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u9020\u3092\u6574\u3048\u308b\u3002<\/li>\r\n\t<li><strong>YAML\u751f\u6210\u3068\u6574\u7406\uff08document\/organize\/refactor\uff09<\/strong>\uff1a\u30e2\u30c7\u30eb\u3084\u5217\u306e\u5b9a\u7fa9\u6587\u66f8\u3092\u4e00\u62ec\u751f\u6210\u30fb\u66f4\u65b0\u30fb\u6574\u7406\u3059\u308b\u3002<\/li>\r\n\t<li><strong>\u30b9\u30ad\u30fc\u30de\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7d71\u5408<\/strong>\uff1a\u7d99\u627f\u3068\u30e1\u30bf\u60c5\u5831\u306e\u30de\u30fc\u30b8\u3092\u901a\u3058\u3066\u30b9\u30ad\u30fc\u30de\u5b9a\u7fa9\u3092\u4e00\u8cab\u5316\u3002<\/li>\r\n\t<li><strong>\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u6a5f\u80fd\u306e\u6d3b\u7528<\/strong>\uff1aStreamlit\u30d9\u30fc\u30b9\u306e\u5373\u6642SQL\u7de8\u96c6\uff0f\u5b9f\u884c\uff0f\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u74b0\u5883\u3092\u5229\u7528\u3002<\/li>\r\n\t<li><strong>\u5dee\u5206\u7ba1\u7406\uff08diff\uff09<\/strong>\uff1aGit\u30b3\u30df\u30c3\u30c8\u3084\u30b3\u30fc\u30c9\u5909\u66f4\u3068\u306e\u5dee\u5206\u3092\u6bd4\u8f03\u3057\u3001\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u3084\u30b9\u30ad\u30fc\u30de\u306e\u5909\u5316\u3092\u8ffd\u8de1\u3002<\/li>\r\n<\/ol>\r\n<p>\u3053\u306e\u3088\u3046\u306b\u3001dbt osmosis\u306f<strong>\u30e2\u30c7\u30eb\u5b9a\u7fa9\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u30fb\u958b\u767a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7d71\u5408\u74b0\u5883<\/strong>\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\r\n<b><strong>\u30c7\u30fc\u30bf\u5909\u63db\u624b\u6cd5<\/strong><\/b>\r\n<p>\u4e3b\u306bSQL\u30d9\u30fc\u30b9\u306e\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08dbt core\uff09\u3092\u6d3b\u7528\u3057\u3064\u3064\u3001YAML\u306e\u81ea\u52d5\u751f\u6210\u306b\u3088\u308a<strong>\u5217\u3054\u3068\u306e\u8aac\u660e\u6587\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09\u3084\u30c7\u30fc\u30bf\u578b\u3001\u30bf\u30b0\u306a\u3069\u3092\u6ce8\u91c8\u3068\u3057\u3066\u7dad\u6301<\/strong>\u3057\u307e\u3059\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u7d71\u5408\u30c6\u30b9\u30c8\uff08dbt test\uff09\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5909\u63db\u30d7\u30ed\u30bb\u30b9\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<b><strong>\u30c7\u30fc\u30bf\u7d71\u5408\u624b\u6cd5<\/strong><\/b>\r\n<p>YAML\u30ec\u30d9\u30eb\u3067\u306e\u5217\u7d99\u627f\u3084\u30e1\u30bf\u60c5\u5831\u306e\u30de\u30fc\u30b8\u306b\u3088\u308b<strong>\u6574\u5408\u6027\u306e\u4fdd\u8a3c<\/strong>\u304c\u7279\u5fb4\u3067\u3059\u3002CLI\u3084\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u3001<strong>\u5217\u306e\u65b0\u898f\u8ffd\u52a0\uff0f\u30c7\u30fc\u30bf\u578b\u306e\u6ce8\u5165\uff0f\u30bf\u30b0\u306e\u81ea\u52d5\u53cd\u6620\uff0fmetadata\u30de\u30fc\u30b8<\/strong>\u306a\u3069\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u5404\u968e\u5c64\u306b\u304a\u3051\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u5b9a\u7fa9\u306b\u3088\u3063\u3066\u6319\u52d5\u3092\u7d30\u304b\u304f\u8abf\u6574\u3067\u304d\u3001\u7d71\u5408\u54c1\u8cea\u3092\u7dad\u6301\u3057\u3064\u3064\u67d4\u8edf\u306a\u62e1\u5f35\u6027\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002<\/p>\r\n<b><!-- notionvc: 4b2ebc46-d8f2-4aae-9668-13baee6e6a68 --><\/b>\r\n<b><!-- notionvc: 86f1d094-5090-4f36-bbab-54250833545f --><\/b>\r\n<p><!-- notionvc: 15e626c7-a339-4d84-80ae-467c6d81b239 --><\/p>\n\n<h2>dbt osmosis\u306e\u5fdc\u7528\u5206\u91ce<\/h2>\n<b><strong>\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/strong><\/b>\r\n<p>BI\u5206\u91ce\u306b\u304a\u3044\u3066\u306f\u3001\u8907\u6570\u30c1\u30e3\u30cd\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u7d71\u5408\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u306b\u52a0\u3048\u3001<strong>\u30b9\u30ad\u30fc\u30de\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6700\u65b0\u5316\u3059\u308b\u305f\u3081\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb<\/strong>\u3068\u3057\u3066\u6d3b\u8e8d\u3057\u3066\u3044\u307e\u3059\u3002\u55b6\u696d\u90e8\u9580\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u90e8\u7f72\u306e\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u304a\u3044\u3066\u3001<strong>\u5909\u66f4\u306b\u5408\u308f\u305b\u3066\u30b9\u30ad\u30fc\u30de\u304c\u6b63\u78ba\u306b\u53cd\u6620\u3055\u308c\u305f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/strong>\u69cb\u7bc9\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\r\n<b><strong>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u7ba1\u7406<\/strong><\/b>\r\n<p>Snowflake\uff0fBigQuery\uff0fRedshift \u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u306e\u9023\u643a\u306b\u3082\u9069\u3057\u3066\u304a\u308a\u3001<strong>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u7fa4\u306e\u4e00\u5143\u7ba1\u7406<\/strong>\u3068\u3001<strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u69cb\u6210\u306e\u6574\u5408\u6027\u7dad\u6301<\/strong>\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u3067\u306edbt\u904b\u7528\u30c1\u30fc\u30e0\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u6574\u5099\u3068\u54c1\u8cea\u4fdd\u8a3c\u306e\u52b9\u7387\u5316\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002<\/p>\r\n<b><strong>\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong><\/b>\r\n<p>ML\u7528\u9014\u3067\u306f\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff0f\u524d\u51e6\u7406\u30b9\u30c6\u30c3\u30d7\u306e\u5b9a\u7fa9\u3092YAML\u3067\u7ba1\u7406\u3057\u3001<strong>\u30e2\u30c7\u30eb\u958b\u767a\u30c1\u30fc\u30e0\u3068\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9593\u3067\u5171\u901a\u30b9\u30ad\u30fc\u30de\u3092\u4fdd\u8a3c<\/strong>\u3059\u308b\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u7279\u5fb4\u91cf\u3084\u30e9\u30d9\u30eb\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u62e1\u5f35\u6027\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u54c1\u8cea\u3084\u518d\u73fe\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<!-- notionvc: 1b683cee-5842-431d-9488-a7f841539fe1 --><\/p>\r\n<b><!-- notionvc: e17a2992-9958-48e1-a562-2a1ef5845588 --><\/b>\r\n<p><!-- notionvc: 19fd8c3a-7fbf-40fe-bbba-df58e7cf9fa3 --><\/p>\n\n<h2>dbt osmosis\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<b><strong>dbt osmosis\u306e\u30e1\u30ea\u30c3\u30c8<\/strong><\/b>\r\n<ol>\r\n\t<li><strong>YAML\u7ba1\u7406\u306e\u81ea\u52d5\u5316<\/strong>\uff1a\u624b\u4f5c\u696d\u3067\u306e\u30b9\u30ad\u30fc\u30de\u8a18\u8ff0\u3092\u524a\u6e1b\u3057\u3001\u4e00\u8cab\u6027\u3092\u4fdd\u3061\u306a\u304c\u3089\u6700\u65b0\u5316\u53ef\u80fd\u3002<\/li>\r\n\t<li><strong>\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u3068\u5dee\u5206\u5206\u6790<\/strong>\uff1aStreamlit\u30d9\u30fc\u30b9\u306e\u5373\u6642\u7de8\u96c6\u74b0\u5883\u3084 Git \u30d9\u30fc\u30b9\u306e diff \u6a5f\u80fd\u306b\u3088\u308a\u3001\u958b\u767a\u52b9\u7387\u304c\u5411\u4e0a\u3002<\/li>\r\n\t<li><strong>\u67d4\u8edf\u306a\u8a2d\u5b9a\u968e\u5c64<\/strong>\uff1a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff0f\u30d5\u30a9\u30eb\u30c0\uff0f\u30e2\u30c7\u30eb\uff0f\u5217\u306e\u5404\u5358\u4f4d\u3067\u7d30\u304b\u304f\u52d5\u4f5c\u3092\u5236\u5fa1\u53ef\u80fd\u3002<\/li>\r\n\t<li><strong>v1 \u7cfb\u3078\u306e\u7d99\u7d9a\u7684\u5bfe\u5fdc<\/strong>\uff1adbt core v1.8 \u5bfe\u5fdc\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3084\u9577\u6642\u9593\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u6700\u9069\u5316\u304c\u9032\u3093\u3067\u304a\u308a\u3001<strong>\u5b89\u5b9a\u6027\u304c\u5411\u4e0a<\/strong>\u3002\r\n\r\n<ol>\r\n\t<li><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/strong>\uff1aGitHub \u3084 Slack\u3001Stack Overflow \u3092\u901a\u3058\u305f\u6d3b\u767a\u306a\u30b5\u30dd\u30fc\u30c8\u3084\u60c5\u5831\u4ea4\u63db\u304c\u5b58\u5728<\/li>\r\n<\/ol>\r\n<\/li>\r\n<\/ol>\r\n<b><strong>dbt osmosis\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/strong><\/b>\r\n<ol>\r\n\t<li><strong>\u521d\u671f\u8a2d\u5b9a\u306e\u8907\u96d1\u3055<\/strong>\uff1aYAML\u914d\u7f6e\u30eb\u30fc\u30eb\u3084\u30aa\u30d7\u30b7\u30e7\u30f3\u8a2d\u5b9a\u3092\u7406\u89e3\u3057\u3001dbt_project.yml \u306b\u660e\u78ba\u306b\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\r\n\t<li><strong>\u4e92\u63db\u6027\u306e\u5236\u7d04<\/strong>\uff1a\u7279\u5b9a\u306e\u30a2\u30c0\u30d7\u30bf\u30fc\u3084 dbt \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u3063\u3066\u52d5\u4f5c\u304c\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u5b8c\u5168\u306a\u4e92\u63db\u6027\u3092\u4fdd\u3064\u306b\u306f\u6ce8\u610f\u304c\u5fc5\u8981\u3002<\/li>\r\n\t<li><strong>\u5b66\u7fd2\u66f2\u7dda<\/strong>\uff1aStreamlit \u3092\u542b\u3081\u305f\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u3084 diff \u6a5f\u80fd\u3001\u8907\u6570\u968e\u5c64\u306e\u8a2d\u5b9a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u6163\u308c\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\r\n\t<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u7d71\u5408\u306b\u306f\u9650\u754c<\/strong>\uff1a\u4e3b\u306bYAML\uff0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306aETL\u51e6\u7406\u3084\u6d41\u91cf\u5236\u5fa1\u306b\u306f\u5225\u30c4\u30fc\u30eb\u3068\u306e\u4f75\u7528\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\r\n\t<li><strong>\u30ab\u30b9\u30bf\u30e0\u30cb\u30fc\u30ba\u3078\u306e\u5bfe\u5fdc\u5236\u9650<\/strong>\uff1a\u6a19\u6e96\u6a5f\u80fd\u5916\u306e\u72ec\u81ea\u4ed5\u69d8\u3084\u9ad8\u5ea6\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u69cb\u6210\u3078\u306e\u5bfe\u5fdc\u306f\u96e3\u3057\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\r\n<\/ol>\r\n<b><!-- notionvc: b3bb93b7-a8d4-4f64-ac5a-5a343844930e --><\/b>\r\n<p><!-- notionvc: 4825f6dc-8264-4468-b96c-3e00e6bca3fc --><\/p>\n\n<h2>dbt osmosis\u306e\u5c06\u6765\u5c55\u671b<\/h2>\n<b><strong>\u30af\u30e9\u30a6\u30c9\u6280\u8853\u3068\u306e\u878d\u5408<\/strong><\/b>\r\n<p>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u306e\u9032\u5c55\u306b\u3088\u308a\u3001dbt osmosis \u306f Snowflake \u3084 BigQuery\u3001Redshift \u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u306e\u9023\u643a\u304c\u3055\u3089\u306b\u6df1\u5316\u3059\u308b\u3068\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<strong>\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong>\u3084<strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306e\u88dc\u5b8c<\/strong>\u6a5f\u69cb\u3068\u4f75\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u67d4\u8edf\u3067\u5f37\u56fa\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u304c\u5b9f\u73fe\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\r\n<b><strong>AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u6d3b\u7528<\/strong><\/b>\r\n<p>\u5c06\u6765\u7684\u306b\u306f AI \u3092\u6d3b\u7528\u3057\u305f<strong>\u7570\u5e38\u691c\u77e5\u6a5f\u80fd\u3084\u4e88\u6e2c\u5206\u6790\u652f\u63f4\u3001YAML\u5185\u5bb9\u306e\u69cb\u9020\u6700\u9069\u5316\u652f\u63f4<\/strong>\u306a\u3069\u306e\u8ffd\u52a0\u6a5f\u80fd\u304c\u51fa\u3066\u304f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u73fe\u5728\u306f\u307e\u3060\u660e\u78ba\u306a\u30ea\u30ea\u30fc\u30b9\u60c5\u5831\u306f\u4e4f\u3057\u3044\u3082\u306e\u306e\u3001dbt Labs \u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u52d5\u5411\u3092\u898b\u308b\u9650\u308a\u3001<strong>\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u81ea\u52d5\u5316\u3078\u306e\u62e1\u5f35<\/strong>\u306f\u81ea\u7136\u306a\u6d41\u308c\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\r\n<b><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u5f37\u5316<\/strong><\/b>\r\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u3068\u3044\u3046\u6027\u8cea\u4e0a\u3001dbt osmosis\u81ea\u4f53\u306f\u76f4\u63a5\u7684\u306a\u6697\u53f7\u5316\u3084\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u6a5f\u69cb\u306f\u6301\u3061\u307e\u305b\u3093\u304c\u3001<strong>CI\/CD\u3084Git\u306b\u3088\u308b\u5909\u66f4\u5c65\u6b74\u7ba1\u7406\u3001\u76e3\u67fb\u8a3c\u8de1\u306e\u751f\u6210<\/strong>\u3092\u901a\u3058\u3066\u3001\u9593\u63a5\u7684\u306b\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5bfe\u5fdc\u3092\u652f\u63f4\u3067\u304d\u307e\u3059\u3002\u4eca\u5f8c\u3001GDPR \u3084 CCPA \u5bfe\u5fdc\u3092\u610f\u8b58\u3057\u305f\u62e1\u5f35\u6a5f\u80fd\u3084\u7d71\u5408\u304c\u9032\u3080\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<!-- notionvc: 47f57034-42ac-4599-8abb-5f5663be8e6d --><\/p>\r\n<b><!-- notionvc: d015cd3b-6731-4141-a0da-82d8a9bd5d22 --><\/b>\r\n<p><!-- notionvc: 9a0b790f-d38b-4884-b4e9-a404927d3578 --><\/p>\n\n<h2>dbt osmosis\u306e\u5b9f\u8df5\u7684\u306a\u5c0e\u5165\u65b9\u6cd5<\/h2>\n<b><strong>\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7<\/strong><\/b>\r\n<ol>\r\n\t<li><strong>\u74b0\u5883\u8a2d\u5b9a<\/strong>\uff1aPython \u3068 dbt core\uff08\u4f8b\uff1av1.8.x\uff09\u3001\u304a\u3088\u3073 <code>pip install dbt-osmosis<\/code> \u3092\u5b9f\u884c\u3002<\/li>\r\n\t<li><strong>dbt_project.yml \u306b\u8a2d\u5b9a\u8ffd\u52a0<\/strong>\uff1a\u5404\u30e2\u30c7\u30eb\u30d5\u30a9\u30eb\u30c0\u306b <code>+dbt-osmosis<\/code> \u3068 <code>+dbt-osmosis-options<\/code> \u3092\u8a18\u8ff0\u3057\u3001YAML\u751f\u6210\u30eb\u30fc\u30eb\u3092\u5b9a\u7fa9\u3002<\/li>\r\n\t<li><strong>\u521d\u671f\u5b9f\u884c<\/strong>\uff1a<code>dbt-osmosis yaml organize<\/code> \u3067\u521d\u56de\u306eYAML\u69cb\u9020\u6574\u7406\u3001\u7d9a\u3044\u3066 <code>yaml refactor<\/code> \u306b\u3088\u308a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210\u3068\u6574\u7406\u3092\u5b9f\u884c\u3002<\/li>\r\n\t<li><strong>CI\/CD\u9023\u643a<\/strong>\uff1aGitHub Actions \u306a\u3069\u3092\u4f7f\u3044\u3001\u30d7\u30eb\u30ea\u30af\u524d\u3084\u30de\u30fc\u30b8\u6642\u306b\u81ea\u52d5\u3067 <code>dbt-osmosis yaml refactor<\/code> \u3092\u5b9f\u884c\u3059\u308b\u3088\u3046\u8a2d\u5b9a\u3002<\/li>\r\n\t<li><strong>\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u3084 diff \u6a5f\u80fd\u3092\u5229\u7528<\/strong>\uff1a\u5fc5\u8981\u306b\u5fdc\u3058\u3066 <code>dbt-osmosis workbench<\/code> \u3084 <code>dbt-osmosis diff<\/code> \u3092\u5229\u7528\u3057\u3066\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u958b\u767a\uff0f\u30ec\u30d3\u30e5\u30fc\u74b0\u5883\u3092\u69cb\u7bc9\u3002<\/li>\r\n<\/ol>\r\n<b><strong>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/strong><\/b>\r\n<ul>\r\n\t<li><strong>\u30b3\u30fc\u30c9\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u5316<\/strong>\uff1a\u30de\u30af\u30ed\u3084\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3067\u5171\u901a\u51e6\u7406\u3092\u5171\u901a\u5316\u3057\u3001YAML\u6574\u7406\u30eb\u30fc\u30eb\u3082\u5171\u901a\u5316\u3002<\/li>\r\n\t<li><strong>Git \u306b\u3088\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306e\u5fb9\u5e95<\/strong>\uff1aCI\uff0fCD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d71\u5408\u3057\u3001\u5909\u66f4\u5c65\u6b74\u3068\u5dee\u5206\u30ec\u30d3\u30e5\u30fc\u3092\u5fc5\u9808\u5316\u3002<\/li>\r\n\t<li><strong>\u5b9a\u671f\u7684\u306a\u30b9\u30ad\u30fc\u30de\u6574\u7406<\/strong>\uff1a\u5b9a\u671f\u7684\u306b <code>yaml refactor --check<\/code> \u3092\u5b9f\u884c\u3057\u3066YAML\u304c\u6574\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3002<\/li>\r\n\t<li><strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u5145\u5b9f<\/strong>\uff1a\u751f\u6210\u3055\u308c\u305fYAML\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u88dc\u8db3\u8aac\u660e\u3084\u30e1\u30bf\u30bf\u30b0\u3092\u8ffd\u8a18\u3057\u3001\u30c1\u30fc\u30e0\u3067\u5171\u6709\u3002<\/li>\r\n\t<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996<\/strong>\uff1a\u5927\u898f\u6a21\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001diff \u3084 workbench \u5b9f\u884c\u6642\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u5229\u7528\u72b6\u6cc1\u3092\u6e2c\u5b9a\u30fb\u6539\u5584\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: a1bbcff5-ea97-4b82-a8d0-3ea1f24baab3 --><\/p>\n\n<h2>dbt osmosis\u306e\u6210\u529f\u4e8b\u4f8b\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u58f0<\/h2>\n<b><strong>\u6210\u529f\u4e8b\u4f8b\u7d39\u4ecb<\/strong><\/b>\r\n<p>\u5177\u4f53\u7684\u88fd\u54c1\u540d\u306f\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u591a\u304f\u306e dbt \u30e6\u30fc\u30b6\u30fc\u304c\u5c0e\u5165\u3057\u3001<strong>\u30b9\u30ad\u30fc\u30de\u5b9a\u7fa9\u306e\u6f0f\u308c\u9632\u6b62\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6574\u5099\u306e\u6a19\u6e96\u5316\u3001\u5909\u66f4\u5c65\u6b74\u306e\u5b89\u5fc3\u611f<\/strong>\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001<strong>EC \u7cfb\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u58f2\u4e0a\u5206\u6790\u3084\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u30ea\u30b9\u30af\u7ba1\u7406<\/strong>\u306b\u304a\u3044\u3066\u3001\u30b9\u30ad\u30fc\u30de\u306e\u6574\u5408\u6027\u3068\u54c1\u8cea\u7ba1\u7406\u306e\u81ea\u52d5\u5316\u304c\u6c7a\u3081\u624b\u306b\u306a\u3063\u305f\u30b1\u30fc\u30b9\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<b><strong>\u30e6\u30fc\u30b6\u30fc\u306e\u58f0<\/strong><\/b>\r\n<p>Reddit \u3084\u958b\u767a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u58f0\u304c\u805e\u304b\u308c\u307e\u3059\uff1a<\/p>\r\n<blockquote>\r\n<p>\u201cIt\u2019s not generating column descriptions correctly in the source.yaml.\u201d<\/p>\r\n<\/blockquote>\r\n<p>\u3068\u3044\u3063\u305f\u4e00\u90e8\u306e\u554f\u984c\u5831\u544a\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u4e00\u822c\u7684\u306b\u306f\u300c<strong>\u30b9\u30ad\u30fc\u30de\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4e00\u8cab\u6027\u304c\u53d6\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u300d\u300cYAML\u7ba1\u7406\u306e\u624b\u9593\u304c\u6fc0\u6e1b\u3057\u305f<\/strong>\u300d\u3068\u3044\u3046\u597d\u610f\u7684\u306a\u8a55\u4fa1\u304c\u591a\u6570\u5bc4\u305b\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<b><!-- notionvc: de86b40e-6bcb-4507-a206-c6f4792633b5 --><\/b>\r\n<p><!-- notionvc: bc147bd1-6388-4286-a216-97bc5f584b32 --><\/p>\n\n<h2>dbt osmosis\u306e\u7af6\u5408\u5206\u6790\u3068\u9078\u5b9a\u57fa\u6e96<\/h2>\n<b><strong>\u7af6\u5408\u30c4\u30fc\u30eb\u3068\u306e\u6bd4\u8f03<\/strong><\/b>\r\n<p>\u7af6\u5408\u3068\u3057\u3066\u306f Apache Airflow\u3001Talend\u3001Fivetran \u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u304c\u3001dbt osmosis \u306f\u4e3b\u306b<strong>YAML\uff0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u81ea\u52d5\u5316<\/strong>\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002Airflow \u306f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u306b\u5f37\u304f\u3001Fivetran \u306fETL\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306b\u79c0\u3067\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067 dbt osmosis \u306f <strong>SQL\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u5909\u63db\u306e\u900f\u660e\u6027\u3068\u67d4\u8edf\u306a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406<\/strong>\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\r\n<b><strong>\u9078\u5b9a\u57fa\u6e96\u3068\u5c0e\u5165\u30dd\u30a4\u30f3\u30c8<\/strong><\/b>\r\n<p>\u4ee5\u4e0b\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u4e2d\u5fc3\u306b\u6bd4\u8f03\u30fb\u9078\u5b9a\u3059\u308b\u306e\u304c\u52b9\u679c\u7684\u3067\u3059\uff1a<\/p>\r\n<ol>\r\n\t<li><strong>\u65e2\u5b58\u306e\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3068\u306e\u4e92\u63db\u6027<\/strong>\uff1adbt core \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u4f7f\u7528\u4e2d\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a2\u30c0\u30d7\u30bf\u30fc\u3068\u306e\u6574\u5408\u6027\u3092\u78ba\u8a8d\u3002<\/li>\r\n\t<li><strong>\u7ba1\u7406\u5bfe\u8c61\u306e\u898f\u6a21\u3068\u7528\u9014<\/strong>\uff1a\u30e2\u30c7\u30eb\u6570\u306e\u591a\u3055\u3001\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u983b\u5ea6\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u5fc5\u8981\u30ec\u30d9\u30eb\u306b\u5fdc\u3058\u3066\u9069\u5207\u304b\u5224\u65ad\u3002<\/li>\r\n\t<li><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\uff0f\u30b5\u30dd\u30fc\u30c8<\/strong>\uff1aGitHub\u30b9\u30bf\u30fc\u6570\u3001Issue\uff0fPR \u306e\u6d3b\u767a\u3055\u3001Slack \u3084 Stack Overflow \u306b\u304a\u3051\u308b\u6295\u7a3f\u72b6\u6cc1\u306a\u3069\u3002<\/li>\r\n\t<li><strong>\u904b\u7528\u30b3\u30b9\u30c8<\/strong>\uff1a\u81ea\u52d5\u5b9f\u884c\u306e CI\/CD \u5316\u306b\u3088\u308b\u5de5\u6570\u524a\u6e1b\u52b9\u679c\u3068\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u8a55\u4fa1\u3002<\/li>\r\n\t<li><strong>\u5fc5\u8981\u306a\u6a5f\u80fd\u3068\u306e\u30de\u30c3\u30c1<\/strong>\uff1a\u30ef\u30fc\u30af\u30d9\u30f3\u30c1\u3084 diff \u6a5f\u80fd\u306e\u6709\u7528\u6027\u3001\u8a2d\u5b9a\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u67d4\u8edf\u6027\u306a\u3069\u3092\u8003\u616e\u3002<\/li>\r\n<\/ol>\r\n<p><!-- notionvc: 8da450a4-3fad-488f-8e3a-3cd0f00c0603 --><\/p>\n\n<h2>dbt osmosis\u306e\u6280\u8853\u7684\u8a73\u7d30\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n<b><strong>\u6280\u8853\u7684\u8a73\u7d30<\/strong><\/b>\r\n<p>dbt osmosis \u306f\u4ee5\u4e0b\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<ul>\r\n\t<li><strong>YAML \u7ba1\u7406\u30a8\u30f3\u30b8\u30f3<\/strong>\uff1a<code>yaml refactor<\/code>, <code>organize<\/code>, <code>document<\/code>\u306e CLI \u30b3\u30de\u30f3\u30c9\u306b\u3088\u308a\u3001\u30b9\u30ad\u30fc\u30de\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u6574\u5408\u3092\u81ea\u52d5\u5316\u3002<\/li>\r\n\t<li><strong>\u30ef\u30fc\u30af\u30d9\u30f3\u30c1<\/strong>\uff1aStreamlit \u30d9\u30fc\u30b9\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b3\u30f3\u30d1\u30a4\u30eb\u3001SQL \u5b9f\u884c\u3001\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3059\u308b\u5bfe\u8a71\u578b\u74b0\u5883\u3002<\/li>\r\n\t<li><strong>\u5dee\u5206\u5206\u6790\u6a5f\u80fd<\/strong>\uff1aGit \u30b3\u30fc\u30c9\u5909\u66f4\u3084 SQL \u4fee\u6b63\u306b\u4f34\u3046\u30e2\u30c7\u30eb\u5dee\u5206\u3092\u6bd4\u8f03\u3057\u3001\u5f71\u97ff\u7bc4\u56f2\u3092\u8a55\u4fa1\u3002<\/li>\r\n\t<li><strong>\u9ad8\u5ea6\u306a\u8a2d\u5b9a\u7ba1\u7406<\/strong>\uff1a\u30b0\u30ed\u30fc\u30d0\u30eb\uff0f\u30d5\u30a9\u30eb\u30c0\uff0f\u30ce\u30fc\u30c9\uff0f\u5217\u306e\u968e\u5c64\u3054\u3068\u306b\u8a2d\u5b9a\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3067\u304d\u3001\u7d30\u5206\u5316\u3055\u308c\u305f\u5236\u5fa1\u304c\u53ef\u80fd <a href=\"https:\/\/z3z1ma.github.io\/dbt-osmosis\/docs\/tutorial-yaml\/workflow\/?utm_source=chatgpt.com\">z3z1ma.github.io<\/a>\u3002<\/li>\r\n<\/ul>\r\n<b><strong>\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/strong><\/b>\r\n<ul>\r\n\t<li><strong>\u30de\u30af\u30ed\uff0f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u6d3b\u7528<\/strong>\uff1a\u5171\u901a\u306e\u30b9\u30ad\u30fc\u30de\u5358\u4f4d\u3084\u30ab\u30e9\u30e0\u5b9a\u7fa9\u6587\u3092\u518d\u5229\u7528\u53ef\u80fd\u306a\u69cb\u9020\u5316\u30b3\u30fc\u30c9\u3067\u7ba1\u7406\u3002<\/li>\r\n\t<li><strong>\u30c6\u30b9\u30c8\u99c6\u52d5\u958b\u767a<\/strong>\uff1adbt test \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30b9\u30ad\u30fc\u30de\u5b9a\u7fa9\u5909\u66f4\u6642\u306b\u54c1\u8cea\u30c6\u30b9\u30c8\u3092\u81ea\u52d5\u5316\u3002<\/li>\r\n\t<li><strong>CI\/CD \u7d71\u5408<\/strong>\uff1aGitHub Actions \u3084\u4ed6\u306eCI\u3067 <code>dbt-osmosis yaml refactor<\/code> \u3092\u81ea\u52d5\u5b9f\u884c\u3057\u3001\u5909\u66f4\u30d7\u30eb\u30ea\u30af\u3092\u751f\u6210\u3002<\/li>\r\n\t<li><strong>\u5145\u5b9f\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210<\/strong>\uff1a\u81ea\u52d5\u751f\u6210\u3055\u308c\u305f YAML \u306b\u88dc\u8db3\u60c5\u5831\u3084\u30e1\u30bf\u30bf\u30b0\u3092\u8ffd\u52a0\u3057\u3066\u30c1\u30fc\u30e0\u5171\u6709\u3002<\/li>\r\n\t<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/strong>\uff1aworkbench \u3084 diff \u51e6\u7406\u6642\u9593\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u5f71\u97ff\u306a\u3069\u3092\u5b9a\u671f\u7684\u306b\u8a55\u4fa1\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 3c9b5fbc-b95a-45a1-b377-b14b5b793679 --><\/p>\n\n<h2>dbt osmosis\u306e\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/h2>\n<b><strong>\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9<\/strong><\/b>\r\n<p>\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08GitHub Pages \u3084 PyPI \u30da\u30fc\u30b8\uff09\u3067\u306f\u3001<strong>YAML \u8a2d\u5b9a\u4f8b\u30fbCLI \u30b3\u30de\u30f3\u30c9\u89e3\u8aac\u30fbmigration guide<\/strong>\u306a\u3069\u304c\u8a73\u7d30\u306b\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002Medium \u3084\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u7cfb\u30d6\u30ed\u30b0\u3067\u3082\u5c0e\u5165\u624b\u9806\u3084\u5b9f\u8df5\u30ce\u30a6\u30cf\u30a6\u304c\u8c4a\u5bcc\u306b\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u521d\u5fc3\u8005\u304b\u3089\u4e0a\u7d1a\u8005\u307e\u3067\u5b66\u7fd2\u53ef\u80fd\u3067\u3059\u3002<\/p>\r\n<b><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u6d3b\u7528<\/strong><\/b>\r\n<p>dbt Slack \u3084 Stack Overflow\u3001GitHub Discussions \u3092\u901a\u3058\u3066\u3001<strong>\u5c0e\u5165\u4e8b\u4f8b\u3084\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u6700\u65b0\u52d5\u5411<\/strong>\u306e\u5171\u6709\u304c\u983b\u7e41\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u30a6\u30a7\u30d3\u30ca\u30fc\u3084Meetup\u3082\u5b9a\u671f\u7684\u306b\u958b\u50ac\u3055\u308c\u3001\u5b66\u3073\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5834\u3068\u3057\u3066\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<!-- notionvc: 634336b5-779b-4ae1-8fbb-37b37b0af0d4 --><\/p>\r\n<b><!-- notionvc: 21111a84-a3c2-421f-be10-e8f651a6fb19 --><\/b>\r\n<p><!-- notionvc: 22e6a88e-cf90-4179-ae35-e478874f9396 --><\/p>\n\n<h2>dbt osmosis\u306e\u672a\u6765\u3092\u898b\u636e\u3048\u3066<\/h2>\n<b><strong>\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u63a8\u9032<\/strong><\/b>\r\n<p>dbt osmosis \u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u672a\u6765\u3092\u727d\u5f15\u3059\u308b\u5b58\u5728\u3067\u3042\u308a\u3001<strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u81ea\u52d5\u5316\u3084\u7d71\u5408\u7ba1\u7406\u306b\u304a\u3051\u308b\u9769\u65b0<\/strong>\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u5c06\u6765\u7684\u306b\u306f\u3001AI\u3092\u6d3b\u7528\u3057\u305fYAML\u6700\u9069\u5316\u3001\u7570\u5e38\u691c\u77e5\u3001\u30b9\u30ad\u30fc\u30de\u63a8\u5b9a\u6a5f\u80fd\u306a\u3069\u304c\u5b9f\u88c5\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001<strong>\u958b\u767a\u306e\u9ad8\u901f\u5316\u30fb\u54c1\u8cea\u5411\u4e0a\u30fb\u904b\u7528\u8ca0\u8377\u8efd\u6e1b<\/strong>\u3092\u540c\u6642\u306b\u9054\u6210\u3067\u304d\u308b\u57fa\u76e4\u306b\u306a\u308b\u3068\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\r\n<b><strong>\u6301\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9<\/strong><\/b>\r\n<p>\u52b9\u7387\u7684\u306a\u30b9\u30ad\u30fc\u30de\u7ba1\u7406\u3068\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6574\u5099\u306f\u3001<strong>\u904b\u7528\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306e\u6700\u9069\u5316<\/strong>\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u74b0\u5883\u3078\u306e\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3064\u3064\u4f01\u696d\u3084\u7814\u7a76\u6a5f\u95a2\u304c\u6301\u7d9a\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u3092\u69cb\u7bc9\u3059\u308b\u4e00\u52a9\u3068\u306a\u308a\u307e\u3059\u3002<!-- notionvc: 80afc163-663e-4899-9043-ca254a82f4c4 --><\/p>\r\n<b><!-- notionvc: 568b563a-026b-4a10-b23f-dcf2c6435339 --><\/b>\r\n<p><!-- notionvc: 674e02c7-c345-4b2f-9d15-14783a1db6f2 --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<b>dbt osmosis\u306e\u307e\u3068\u3081<\/b>\r\n<p>dbt osmosis \u306f\u3001<span data-token-index=\"1\" class=\"notion-enable-hover\">YAML \u306b\u3088\u308b\u30b9\u30ad\u30fc\u30de\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3057\u3001Git\u30d9\u30fc\u30b9\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3084\u5bfe\u8a71\u578b\u958b\u767a\u74b0\u5883\u3001\u5dee\u5206\u5206\u6790\u6a5f\u80fd<\/span>\u3092\u5099\u3048\u305f\u3001\u73fe\u4ee3\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u30c7\u30fc\u30bf\u7d71\u5408\u30fb\u5909\u63db\u30fb\u54c1\u8cea\u7dad\u6301\u306e\u89b3\u70b9\u304b\u3089\u3001BI\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u591a\u69d8\u306a\u30b1\u30fc\u30b9\u306b\u9069\u3057\u3066\u304a\u308a\u3001<span data-token-index=\"3\" class=\"notion-enable-hover\">\u696d\u52d9\u306e\u52b9\u7387\u5316\u3001\u54c1\u8cea\u306e\u5411\u4e0a\u3001\u53ef\u8996\u6027\u306e\u78ba\u4fdd<\/span>\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u57fa\u672c\u69cb\u9020\u3001\u5fdc\u7528\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\u3001\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3001\u304a\u3088\u3073\u672a\u6765\u5c55\u671b\u3092\u53c2\u8003\u306b\u3001<span data-token-index=\"5\" class=\"notion-enable-hover\">dbt osmosis \u3092\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u5f79\u7acb\u3066\u3066\u304f\u3060\u3055\u3044<\/span>\u3002\u7d99\u7d9a\u7684\u306b\u5b66\u7fd2\u3057\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u5171\u306b\u9032\u5316\u3092\u8ffd\u3044\u304b\u3051\u308b\u3053\u3068\u3067\u3001<span data-token-index=\"7\" class=\"notion-enable-hover\">\u3088\u308a\u9ad8\u5ea6\u3067\u5b89\u5b9a\u3057\u305f\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u74b0\u5883<\/span>\u3092\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<!-- notionvc: bfa469d1-c810-4ed1-9d49-3946309e5803 --><\/p>\r\n<p><!-- notionvc: 8af8f09a-905e-426f-a629-a6a73e892fc1 --><\/p>","protected":false},"excerpt":{"rendered":"<p>dbt osmosis\u306e\u57fa\u672c\u304b\u3089\u6700\u65b0\u306e\u5fdc\u7528\u4e8b\u4f8b\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5c06\u6765\u5c55\u671b\u307e\u3067\u3092\u6df1\u6398\u308a\u89e3\u8aac\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u6700\u524d\u7dda\u3067\u6d3b\u8e8d\u3059\u308bdbt osmosis\u3092\u7406\u89e3\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u3067\u3059\u3002 \u306f\u3058 [&hellip;]<\/p>\n","protected":false},"author":22,"featured_media":6040,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[491,758,830,674,544],"class_list":["post-6097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-dbt","tag-dbt-core","tag-dbt-osmosis","tag-674","tag-544"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=6097"}],"version-history":[{"count":1,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6097\/revisions"}],"predecessor-version":[{"id":6116,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/6097\/revisions\/6116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/6040"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=6097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=6097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=6097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}