{"id":63742,"date":"2023-07-18T09:00:14","date_gmt":"2023-07-18T00:00:14","guid":{"rendered":"https:\/\/www.creationline.com\/?p=63742"},"modified":"2023-07-19T18:07:24","modified_gmt":"2023-07-19T09:07:24","slug":"modern-data-stack-%e3%81%a8%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%aa%e3%82%82%e3%81%ae%e3%81%aa%e3%81%ae%e3%81%8b%e3%80%81%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%aa%e7%b5%8c%e7%b7%af","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/modern-data-stack\/63742","title":{"rendered":"Modern Data Stack \u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u7d4c\u7def\u3067\u751f\u307e\u308c\u305f\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u5b9f\u73fe\u53ef\u80fd\u306a\u306e\u304b\u3001\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac #Snowflake #Fivetran#dbt#Modern Data Stack"},"content":{"rendered":"

\u7686\u3055\u3093\u306f\u3001Modern Data Stack \u3068\u3044\u3046\u30ef\u30fc\u30c9\u3092\u3054\u5b58\u3058\u3067\u3057\u3087\u3046\u304b\u3002
\n\u4eca\u56de\u306f\u3001Modern Data Stack \u306b\u3064\u3044\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u306a\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u7d4c\u7def\u3067\u751f\u307e\u308c\u305f\u306e\u304b\u7b49\u3092\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n

Data Stack \u3068\u306f\uff1f<\/h3>\n

\u6700\u521d\u306b\u3001Modern Data Stack \u3068\u306f\u3001\u73fe\u4ee3\u98a8\u306e Data Stack \u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8aac\u660e\u3060\u3068\u3088\u304f\u308f\u304b\u308a\u307e\u305b\u3093\u3088\u306d\u3002Data Stack \u3063\u3066\uff1f\u3068\u306a\u308a\u307e\u305b\u3093\u304b\uff1f
\nData Stack \u3068\u306f\u3001\u300c\u69d8\u3005\u306a\u5834\u6240\u3067\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3092\u3001\u96c6\u7d04\u30fb\u84c4\u7a4d\u3057\u610f\u601d\u6c7a\u5b9a\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u304a\u3053\u306a\u3046\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u300d\u3067\u3059\u3002\u3053\u306e\u8aac\u660e\u3060\u3051\u3060\u3068\u307e\u3060\u3088\u304f\u308f\u304b\u308a\u307e\u305b\u3093\u3088\u306d\uff1f\u30b3\u30f3\u30d3\u30cb\u3092\u4f8b\u306b\u8aac\u660e\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

\u4f8b\uff1a\u30b3\u30f3\u30d3\u30cb<\/h3>\n

\"\"<\/p>\n

\u771f\u3093\u4e2d\u306b\u3044\u308b\u30b3\u30f3\u30d3\u30cb\u306e\u5e97\u54e1\u304c\u3053\u308c\u304b\u3089\u3001\u660e\u65e5\u5165\u8377\u3059\u308b\u5546\u54c1\u306e\u767a\u6ce8\u3092\u3059\u308b\u3068\u3053\u308d\u3067\u3059\u3002\u3069\u306e\u3088\u3046\u306a\u5546\u54c1\u3092\u3044\u304f\u3064\u767a\u6ce8\u3059\u308b\u304b\u3001\u6c7a\u3081\u308b\u306b\u306f\u3001\u30ec\u30b8\u3067\u53ce\u96c6\u3057\u305f\u58f2\u308c\u7b4b\u5546\u54c1\u304c\u308f\u304b\u308b\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u30b3\u30f3\u30d3\u30cb\u306e\u7acb\u5730\u306a\u3069\u306b\u3088\u308b\u9867\u5ba2\u5c64\u306e\u30c7\u30fc\u30bf\u3001\u305d\u3057\u3066\u3001\u660e\u65e5\u6674\u308c\u308b\u306e\u304b\u3001\u96e8\u304c\u964d\u308b\u306e\u304b\u3001\u5bd2\u3044\u306e\u304b\u6691\u3044\u306e\u304b\u306a\u3069\u306e\u6c17\u8c61\u30c7\u30fc\u30bf\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3088\u306d\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u5143\u306b\u3001\u660e\u65e5\u306f\u5bd2\u304f\u306a\u308a\u305d\u3046\u3060\u3057\u3001\u58f2\u308c\u7b4b\u3067\u3042\u308b\u304a\u3067\u3093\u304c\u58f2\u308c\u305d\u3046\u3060\u306a\u3001\u5ba2\u5c64\u306f30\u4ee3\u300140\u4ee3\u304c\u591a\u3044\u304b\u3089\u65e5\u672c\u9152\u3082\u767a\u6ce8\u3057\u3088\u3046\u3001\u3068\u660e\u65e5\u58f2\u308c\u305d\u3046\u306a\u5546\u54c1\u3092\u767a\u6ce8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

Data Stack<\/strong> \u3068\u306f\u3001\u300c\u69d8\u3005\u306a\u5834\u6240\u3067\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3092\u3001\u96c6\u7d04\u30fb\u84c4\u7a4d\u3057\u610f\u601d\u6c7a\u5b9a\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u5206\u6790\u30fb\u53ef\u8996\u5316\u3092\u884c\u3046\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u300d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u672c\u984c\u3067\u3042\u308a\u307e\u3059 Modern Data Stack \u3068\u306f\u3001\u6700\u521d\u306b\u73fe\u4ee3\u98a8\u306e Data Stack \u3068\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u305d\u308c\u3067\u306f\u3001\u73fe\u4ee3\u98a8\u306e\u3068\u306f\u4f55\u3092\u6307\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u3002\u3082\u306e\u3059\u3054\u304f\u3056\u3063\u304f\u308a\u3067\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u3066\u3001\u304a\u624b\u8efd\u306b\u69cb\u7bc9\u3067\u304d\u308b Data Stack \u3068\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n

Modern Data Stack\u3068\u3044\u3046\u30ef\u30fc\u30c9\u3092\u6700\u521d\u306b\u4f7f\u3063\u305f\u3068\u3055\u308c\u308bFivetran\u793e\u306e\u30d6\u30ed\u30b0\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u8aac\u660e\u304c\u3055\u308c\u3066\u3044\u307e\u3059\u3002
\n\u300cThe most important difference between a modern data stack and a legacy data stack is that the modern data stack is hosted in the cloud and requires little technical configuration by the user.\u300d
\n(\u8a33\uff1a\u30e2\u30c0\u30f3\u30c7\u30fc\u30bf\u30b9\u30bf\u30c3\u30af\u3068\u30ec\u30ac\u30b7\u30fc\u30c7\u30fc\u30bf\u30b9\u30bf\u30c3\u30af\u306e\u6700\u3082\u91cd\u8981\u306a\u9055\u3044\u306f\u3001\u30e2\u30c0\u30f3\u30c7\u30fc\u30bf\u30b9\u30bf\u30c3\u30af\u306f\u30af\u30e9\u30a6\u30c9\u3067\u30db\u30b9\u30c8\u3055\u308c\u30e6\u30fc\u30b6\u306b\u3088\u308b\u6280\u8853\u7684\u306a\u8a2d\u5b9a\u3092\u307b\u3068\u3093\u3069\u5fc5\u8981\u3068\u3057\u306a\u3044\u70b9\u306b\u3042\u308a\u307e\u3059)
\n\u5143\u8a18\u4e8b\uff1aWhat is the modern data stack
\nhttps:\/\/www.fivetran.com\/blog\/what-is-the-modern-data-stack<\/a><\/p>\n

Modern Data Stack\u306fData Stack\u69cb\u7bc9\u306e\u6551\u4e16\u4e3b\uff1f<\/h3>\n

\"\"<\/p>\n

Data Stack\u306e\u69cb\u7bc9\u306f\u3068\u3066\u3082\u5927\u5909\u3067\u3059\u3002\u69d8\u3005\u306a\u5834\u6240\u304b\u3089\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u306f\u7a2e\u985e\u304c\u30d0\u30e9\u30d0\u30e9\u3067\u3059\u3002\u8ca9\u58f2\u30c7\u30fc\u30bf\u3084\u6c17\u8c61\u30c7\u30fc\u30bf\u306a\u3069\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3054\u3068\u306b\u96c6\u7d04\u306e\u4ed5\u7d44\u307f\u3092\u500b\u5225\u306b\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3082\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044\u3046\u3061\u306f\u3044\u3044\u3067\u3059\u304c\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u306e\u30b5\u30a4\u30ba\u306b\u306a\u3063\u3066\u304f\u308b\u3068HDD\u304c\u4f55\u767e\u500b\u3068\u5fc5\u8981\u306b\u306a\u308a\u3001\u4fdd\u7ba1\u306e\u305f\u3081\u306b\u5834\u6240\u3082\u30b3\u30b9\u30c8\u3082\u304b\u304b\u308a\u3001\u30c7\u30fc\u30bf\u3092\u7dad\u6301\u3059\u308b\u3060\u3051\u3067\u3082\u4e00\u82e6\u52b4\u3067\u3059\u3002\u5206\u6790\u30fb\u53ef\u8996\u5316\u306b\u3064\u3044\u3066\u3082\u5206\u6790\u7d50\u679c\u3084\u30b0\u30e9\u30d5\u306a\u3069\u306e\u51fa\u529b\u306b\u6570\u6642\u9593\u304b\u304b\u308b\u3088\u3046\u306a Data Stack \u306f\u4f7f\u3044\u7269\u306b\u306a\u3089\u306a\u3044\u305f\u3081\u3001\u9ad8\u901f\u5316\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u9ad8\u901f\u5316\u3092\u884c\u3046\u305f\u3081\u306b\u306f\u3001\u30b5\u30fc\u30d0\u306e\u53f0\u6570\u3082\u5897\u3084\u3057\u7d9a\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u305d\u3093\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u73fe\u308c\u305f\u306e\u304c\u3001Modern Data Stack<\/strong>\u3067\u3059\u3002<\/p>\n

\"\"<\/p>\n

Fivetran\u3001Snowflake\u3001dbt\u306f\u30c7\u30fc\u30bf\u30b9\u30bf\u30c3\u30af\u306e\u4ee3\u8868\u7684\u306a\u5404\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067 Data Stack \u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u308c\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u3069\u3093\u306a\u306b\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u306e\u304b\u8aac\u660e\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u5f0a\u793e\u306eModern Data Stack \u30c1\u30fc\u30e0\u304c\u53d6\u308a\u6271\u3063\u3066\u3044\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u306a\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u3001Fivetran \u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n

Fivetran<\/h3>\n

\"\"<\/p>\n

\u30c7\u30fc\u30bf\u306e\u96c6\u7d04\u3092\u884c\u3046\u306b\u306f\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u6bce\u306b\u96c6\u7d04\u306e\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002
\nSQL\u3084HTTP\u3068\u3044\u3046\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3067\u3059\u304c\u3001\u56f3\u306e\u901a\u308a\u30c7\u30fc\u30bf\u3054\u3068\u306b\u7570\u306a\u308a\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u4f5c\u308a\u3053\u307f\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u96c6\u7d04\u306e\u305d\u308c\u305e\u308c\u306e\u4ed5\u7d44\u307f\u3092\u7ba1\u7406\u3057\u306a\u3044\u3068\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n

\"\"<\/p>\n

Fivetran\u306f\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3059\u308b\u4ed5\u7d44\u307f\u3092\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u4e8b\u524d\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u96c6\u7d04\u306e\u4ed5\u7d44\u307f\u304b\u3089\u5fc5\u8981\u306a\u3082\u306e\u3092\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Fivetran\u3067\u306f\u3001\u30c7\u30fc\u30bf\u96c6\u7d04\u306e\u4ed5\u7d44\u307f\u306fConnector\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u30022023\u5e747\u6708\u3067\u306f\u3001300\u4ee5\u4e0a\u3082\u306eConnector\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002Connector\u306e\u7a2e\u985e\u306b\u95a2\u3057\u3066\u306f\u3001\u6b21\u306eURL\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002
\nFivetran URL:https:\/\/www.fivetran.com\/connectors<\/a>
\nFivetran\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3067\u3042\u308c\u3070\u30015\u5206\u7a0b\u5ea6\u3067\u5229\u7528\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u6b21\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e Snowflake \u3067\u3059\u3002<\/p>\n

Snowflake<\/h3>\n

Snowflake \u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002
\n\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u3084\u3001\u5206\u6790\u306b\u4f7f\u7528\u3059\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u63d0\u4f9b\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002Snowflake \u3092\u4f7f\u7528\u3059\u308b\u3068\u3044\u304b\u306b\u3001\u30c7\u30fc\u30bf\u4fdd\u5b58\u3084\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304c\u7c21\u5358\u306b\u306a\u308b\u304b\u8aac\u660e\u3057\u3066\u884c\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n

\"\"<\/p>\n

\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u3064\u3044\u3066\u306f\u30cf\u30fc\u30c9\u30c7\u30a3\u30b9\u30af\u3092\u4e8b\u524d\u306b\u7528\u610f\u3059\u308b\u5927\u5909\u3055\u304c\u60f3\u50cf\u3057\u3084\u3059\u3044\u306e\u3067\u306f\u7121\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308c\u3070\u306a\u308b\u307b\u3069\u3001\u30cf\u30fc\u30c9\u30c7\u30a3\u30b9\u30af\u306a\u3069\u306e\u8a18\u61b6\u88c5\u7f6e\u3092\u5927\u91cf\u306b\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u88c5\u7f6e\u306e\u6570\u304c\u5897\u3048\u308c\u3070\u5897\u3048\u308b\u307b\u3069\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u304b\u304b\u308b\u6642\u9593\u3084\u8cbb\u7528\u3082\u5897\u3048\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u3057\u304b\u3057\u3001\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30a6\u30c9\u306b\u4fdd\u5b58\u3059\u308bSnowflake \u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5897\u3048\u308b\u3053\u3068\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u3078\u306e\u5f71\u97ff\u306f\u3001Snowflake \u306e\u5229\u7528\u6599\u91d1\u304c\u5897\u3048\u308b\u3053\u3068\u306e\u307f\u3067\u3059\u3002\u3057\u304b\u3082\u3001Snowflake \u306f\u30c7\u30fc\u30bf\u3092\u5727\u7e2e\u3057\u3001\u30c7\u30fc\u30bf\u4fdd\u5b58\u91cf\u3092\u5c11\u306a\u304f\u3057\u3066\u304f\u308c\u307e\u3059\u3002
\n\u8ffd\u52a0\u306e\u8a18\u61b6\u88c5\u7f6e\u8cfc\u5165\u3084\u3001\u88c5\u7f6e\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u3059\u3079\u3066 Snowflake \u304c\u3084\u3063\u3066\u304f\u308c\u308b\u306e\u3067\u30e6\u30fc\u30b6\u30fc\u306f\u5229\u7528\u6599\u91d1\u3092\u652f\u6255\u3046\u3060\u3051\u3067\u3059\u3002<\/p>\n

\u307e\u305f\u3001\u4e00\u822c\u7684\u306b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u304b\u304b\u308b\u8cbb\u7528\u306f\u3001\u4e8b\u524d\u306b\u30de\u30b7\u30f3\u3092\u7528\u610f\u3059\u308b\u306e\u306b\u6bd4\u3079\u3066\u8a2d\u5099\u6295\u8cc7\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002\u4f7f\u7528\u3057\u305f\u5206\u3060\u3051\u306e\u6599\u91d1\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u6642\u9593\u3068\u304a\u91d1\u304c\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u3064\u3044\u3066\u3082\u540c\u69d8\u3067\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306e\u9ad8\u901f\u5316\u306f\u5206\u6563\u51e6\u7406\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u57fa\u672c\u7684\u306b\u30b5\u30fc\u30d0\u53f0\u6570\u304c\u5897\u3048\u308c\u3070\u5897\u3048\u308b\u307b\u3069\u30c7\u30fc\u30bf\u5206\u6790\u306e\u51e6\u7406\u304c\u901f\u304f\u306a\u308a\u307e\u3059\u3002
\n\u3057\u304b\u3057\u3001\u30b5\u30fc\u30d0\u53f0\u6570\u304c\u5897\u3048\u308c\u3070\u5897\u3048\u308b\u307b\u3069\u3001\u30b5\u30fc\u30d0\u6a5f\u5668\u306e\u8cbb\u7528\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u304b\u304b\u308b\u6642\u9593\u3082\u5897\u52a0\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u4fdd\u5b58\u3068\u540c\u3058\u3088\u3046\u306b\u3001Snowflake\u306f\u3053\u308c\u3082\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u3082\u3046\u4e00\u3064\u306e\u5229\u70b9\u3068\u3057\u3066\u3001\u5f93\u91cf\u8ab2\u91d1\u5236\u304c\u3042\u308a\u307e\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u305f\u5206\u3060\u3051\u5229\u7528\u6599\u91d1\u3092\u652f\u6255\u3046\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002Snowflake\u3067\u306f\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u6642\u9593\u3001\u79d2\u5358\u4f4d\u3067\u306e\u6599\u91d1\u306b\u306a\u308a\u307e\u3059\u3002\u4f7f\u7528\u3057\u3066\u3044\u306a\u3044\u6642\u9593\u306b\u6599\u91d1\u304c\u304b\u304b\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30b5\u30fc\u30d0\u6a5f\u5668\u306e\u8cfc\u5165\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3092\u304a\u5ba2\u69d8\u81ea\u8eab\u304c\u884c\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u521d\u671f\u8cbb\u7528\u306b\u83ab\u5927\u306a\u6295\u8cc7\u304c\u5fc5\u8981\u7121\u304f\u3001\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u4fdd\u5b58\u91cf\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6642\u9593\u3060\u3051\u3092\u652f\u6255\u3048\u3070\u826f\u3044\u306e\u3067\u3059\u3002\u3053\u306e\u3053\u3068\u306b\u3088\u308a\u3001\u9ad8\u4fa1\u306a\u30b5\u30fc\u30d0\u30fc\u3092\u8cfc\u5165\u3067\u304d\u306a\u3044\u4f1a\u793e\u3067\u3082\u3001Data Stack \u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u304c\u884c\u3048\u3001\u52b9\u7387\u7684\u306a\u30d3\u30b8\u30cd\u30b9\u306e\u904b\u55b6\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

Snowflake \u306e\u3082\u3046\u4e00\u3064\u306e\u7279\u5fb4\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002
\nSnowflake \u4e0a\u306b\u306f\u69d8\u3005\u306a\u4f01\u696d\u304c\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002A\u793e\u3068B\u793e\u304c Snowflake \u3092\u5229\u7528\u3057\u3066\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u304cA\u793e\u306e\u30c7\u30fc\u30bf\u3001B\u793e\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066Snowflake\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067 Snowflake \u306f\u3053\u3046\u8003\u3048\u307e\u3057\u305f\u3002\u300c\u4ed6\u306e\u4f1a\u793e\u306e\u30c7\u30fc\u30bf\u304c\u898b\u308c\u308b\u3088\u3046\u306b\u306a\u308c\u3070\u4fbf\u5229\u3058\u3083\u306a\u3044\uff1f\u300d\u3068\u30fb\u30fb\u30fb
\nSnowflake \u306b\u306f\u30c7\u30fc\u30bf\u5171\u6709\u306e\u6a5f\u80fd\u3068\u30c7\u30fc\u30bf\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

A\u793e\u306e\u30c7\u30fc\u30bf\u3082B\u793e\u306e\u30c7\u30fc\u30bf\u3082 Snowflake \u4e0a\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u304c\u7c21\u5358\u306b\u3067\u304d\u307e\u3059\u3002A\u793e\u304c\u30c7\u30fc\u30bf\u3092\u898b\u305b\u308b\u3053\u3068\u3092\u8a31\u53ef\u3057\u305f\u5834\u5408B\u793e\u304b\u3089\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3068\u304d\u3068\u540c\u3058\u3088\u3046\u306bA\u793e\u306e\u30c7\u30fc\u30bf\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

Snowflake \u4e0a\u3067\u306f\u30c7\u30fc\u30bf\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3068\u3057\u3066\u30c7\u30fc\u30bf\u5171\u6709\u3067\u5229\u7528\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3092\u30b5\u30d6\u30b9\u30af\u30e9\u30a4\u30d6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002A\u793e\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u304b\u3089A\u793e\u306e\u30c7\u30fc\u30bf\u3092\u9078\u3073\u3001A\u793e\u3068\u5225\u9014\u5951\u7d04\u3092\u7d50\u3076\u3053\u3068\u3067A\u793e\u306e\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5b9f\u969b\u306b\u5229\u7528\u53ef\u80fd\u306a\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u60c5\u5831\u3092\u6b21\u306eURL\u304b\u3089\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002https:\/\/www.snowflake.com\/marketplace\/?lang=ja<\/a>
\n\u6b21\u306f\u3001dbt\u306e\u8aac\u660e\u306b\u79fb\u308a\u307e\u3059\u3002<\/p>\n

dbt<\/h3>\n

\"\"<\/p>\n

dbt (\u6b63\u5f0f\u540d\u79f0\u306f\u3001data build tool) \u306f\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u30c7\u30fc\u30bf\u30a6\u30a8\u30a2\u30cf\u30a6\u30b9\u3001\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u308c\u307e\u3067\u3001\u3044\u308d\u3044\u308d\u306a\u3068\u3053\u308d\u3067\u767a\u751f\u3057\u305f\u30c7\u30fc\u30bf\u3092\u4e00\u304b\u6240\u306b\u96c6\u3081\u3066\u5206\u6790\u3092\u884c\u3046\u3068\u3044\u3063\u305f\u8aac\u660e\u3092\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n

\u3053\u3053\u306bA\u5e97\uff5eC\u5e97\u304b\u3089\u96c6\u3081\u3066\u304d\u305f\u5404\u5e97\u8217\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5404\u5e97\u8217\u306e\u30c7\u30fc\u30bf\u306f\u8868\u8a18\u304c\u30d0\u30e9\u30d0\u30e9\u3067\u305d\u306e\u307e\u307e\u3067\u306f\u5206\u6790\u306b\u4f7f\u3044\u3065\u3089\u3044\u72b6\u614b\u3067\u3059\u3002\u305d\u3053\u3067\u53f3\u306e\u8868\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u307e\u3068\u3081\u3066\u3001\u6574\u7406\u3059\u308b\u3068\u5206\u6790\u3057\u3084\u3059\u3044\u30c7\u30fc\u30bf\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u53f3\u306e\u8868\u3067\u3059\u304c\u81ea\u52d5\u7684\u306b\u4f5c\u3089\u308c\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u306f\u306a\u3044\u306e\u3067\u30c7\u30fc\u30bf\u3092\u4f7f\u3046\u6642\u306b\u4f7f\u3044\u305f\u3044\u5f62\u306b\u6574\u5f62\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u53f3\u306e\u8868\u3092\u4f5c\u308b\u305f\u3081\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3059\u308b\u3088\u3046\u306a\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002B\u5e97\u306e\u4f8b\u3067\u3044\u3046\u3068\u58f2\u4e0a\u91d1\u984d\u306e\u5217\u3092\u53f3\u8868\u306e\u58f2\u4e0a\u306e\u5217\u306b\u5165\u308c\u308b\u3068\u3044\u3063\u305f\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n

A\u5e97\u3001B\u5e97\u3001C\u5e97\u30683\u5e97\u8217\u306e\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5909\u63db\u306e\u4ed5\u7d44\u307f\u30823\u3064\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002
\n\u5e97\u8217\u304c\u5897\u3048\u3066\u3044\u304f\u3068\u3069\u3046\u3067\u3057\u3087\u3046\u304b\u30028\u5e97\u8217\u306b\u306a\u308b\u3068\u3001\u30c7\u30fc\u30bf\u5909\u63db\u306e\u4ed5\u7d44\u307f\u3082\u6700\u59278\u3064\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5909\u63db\u306e\u4ed5\u7d44\u307f\u304c\u3069\u3093\u3069\u3093\u5897\u3048\u3066\u3044\u304f\u3068\u3001\u4e00\u3064\u4e00\u3064\u4f5c\u308b\u306e\u3082\u9762\u5012\u3060\u3057\u3001\u7ba1\u7406\u3082\u5927\u5909\u3067\u3059\u3002\u305d\u3053\u3067dbt\u306e\u30c7\u30fc\u30bf\u5909\u63db\u306e\u4ed5\u7d44\u307f\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u306e\u51fa\u756a\u3067\u3059\u3002<\/p>\n

\"\"<\/p>\n

\u5b9f\u306f\u5927\u91cf\u306b\u4f5c\u3089\u308c\u305f\u3053\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4ed5\u7d44\u307f\u3067\u3059\u304c\u3001\u9ed2\u6587\u5b57\u90e8\u5206\u306e\u53f3\u8868\u306e\u58f2\u4e0a\u306b\u5165\u308c\u308b\u3068\u3044\u3046\u90e8\u5206\u306f\u3059\u3079\u3066\u306e\u4ed5\u7d44\u307f\u304c\u540c\u3058\u3067\u3057\u305f\u3002<\/p>\n

\u3053\u308c\u3092\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308b\u3068\u3053\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\uff0a\uff0a<\/span>\u3092\u53f3\u8868\u306e\u58f2\u4e0a\u306b\u3044\u308c\u308b\u3068\u3044\u3046\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u5404\u5e97\u8217\u3054\u3068\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u308f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308b\u3068\u65b0\u3057\u3044\u5e97\u8217\u304c\u5897\u3048\u305f\u5834\u5408\u306b\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u306f\u4e00\u756a\u53f3\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u90e8\u5206\u306e\u307f\u3068\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4ed5\u7d44\u307f\u306e\u4f5c\u6210\u3084\u7ba1\u7406\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

dbt\u306b\u306f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u306e\u6a5f\u80fd\u304c\u3042\u308b\u3053\u3068\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001\u4ee3\u8868\u7684\u306a\u6a5f\u80fd\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u30c6\u30b9\u30c8\u3067\u304d\u308b\u6a5f\u80fd<\/strong> (https:\/\/www.getdbt.com\/product\/data-testing\/<\/a>) \u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u3067\u304d\u308b\u6a5f\u80fd<\/strong> (https:\/\/www.getdbt.com\/product\/data-documentation\/<\/a>) \u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u95a2\u3057\u3066\u306f\u3001\u5225\u306e\u6a5f\u4f1a\u306b\u8aac\u660e\u3067\u304d\u305f\u3089\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

BI\u30c4\u30fc\u30eb<\/h3>\n

\"\"<\/p>\n

BI \u30c4\u30fc\u30eb\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u30fb\u53ef\u8996\u5316\u3057\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u76f4\u63a5\u78ba\u8a8d\u3059\u308b\u3088\u3046\u306a\u753b\u9762\u3092\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002BI\u30c4\u30fc\u30eb\u306b\u3082\u3044\u308d\u3044\u308d\u306a\u88fd\u54c1\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u5f8c\u306f\u88fd\u54c1\u305d\u308c\u305e\u308c\u306e\u6a5f\u80fd\u3084\u7279\u5fb4\u3092\u30d6\u30ed\u30b0\u306b\u3066\u3054\u5831\u544a\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u6700\u5f8c\u306b<\/h3>\n

\"\"<\/p>\n

\u3053\u308c\u307e\u3067\u7d39\u4ecb\u3057\u3066\u304d\u305f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001Modern Data Stack\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u5f0a\u793e\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306eModern Data Stack \u30c1\u30fc\u30e0\u306f\u3001\u304a\u5ba2\u69d8\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f Modern Data Stack \u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u65e5\u3005\u9081\u9032\u3057\u3066\u307e\u3044\u308a\u307e\u3059\u3002<\/p>\n

\u304a\u554f\u3044\u5408\u308f\u305b\u306f\u3053\u3061\u3089<\/a>\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u7686\u3055\u3093\u306f\u3001Modern Data Stack \u3068\u3044\u3046\u30ef\u30fc\u30c9\u3092\u3054\u5b58\u3058\u3067\u3057\u3087\u3046\u304b\u3002 \u4eca\u56de\u306f\u3001Modern Data Stack \u306b\u3064\u3044\u3066\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u306a\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u7d4c\u7def\u3067\u751f\u307e\u308c\u305f\u306e\u304b\u7b49\u3092\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002 Data St […]<\/p>\n","protected":false},"author":1,"featured_media":63844,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[823],"tags":[821,820,822,753],"class_list":["post-63742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-modern-data-stack","tag-dbt","tag-fivetran","tag-modern-data-stack","tag-snowflake"],"acf":[],"yoast_head":"\nModern Data Stack \u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u306a\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u7d4c\u7def\u3067\u751f\u307e\u308c\u305f\u306e\u304b\u3001\u3069\u306e\u3088\u3046\u306b\u5b9f\u73fe\u53ef\u80fd\u306a\u306e\u304b\u3001\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac #Snowflake #Fivetran#dbt#Modern Data Stack - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"Modern Data Stack |\u7686\u3055\u3093\u306f\u3001Modern Data Stack \u3068\u3044\u3046\u30ef\u30fc\u30c9\u3092\u3054\u5b58\u3058\u3067\u3057\u3087\u3046\u304b\u3002 \u4eca\u56de\u306f\u3001Modern Data Stack\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/data-management\/modern-data-stack\/63742\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" 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