{"id":3978,"date":"2023-11-09T10:50:31","date_gmt":"2023-11-09T01:50:31","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=3978"},"modified":"2023-11-09T13:40:08","modified_gmt":"2023-11-09T04:40:08","slug":"%e3%83%87%e3%82%a3%e3%83%a1%e3%83%b3%e3%82%b7%e3%83%a7%e3%83%8a%e3%83%ab%e3%83%a2%e3%83%87%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af%ef%bc%9f%ef%bc%9adbtxbigquery%e3%82%92%e4%bd%bf%e3%81%a3","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/%e3%83%87%e3%82%a3%e3%83%a1%e3%83%b3%e3%82%b7%e3%83%a7%e3%83%8a%e3%83%ab%e3%83%a2%e3%83%87%e3%83%aa%e3%83%b3%e3%82%b0%e3%81%a8%e3%81%af%ef%bc%9f%ef%bc%9adbtxbigquery%e3%82%92%e4%bd%bf%e3%81%a3\/","title":{"rendered":"\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u306f\uff1f\uff1adbt\u00d7BigQuery\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u5165\u9580"},"content":{"rendered":"\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001BigQuery\u3068dbt(Data Build Tool)Cloud\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u8a2d\u8a08\u306e\u6839\u5e79\u3092\u306a\u3059\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5206\u6790\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u3081\u3066\u3044\u304f\u305f\u3081\u306e\u91cd\u8981\u306a\u30c6\u30af\u30cb\u30c3\u30af\u3067\u3059\u3002\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001BigQuery\u3068dbt(Data Build Tool)Cloud\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/span><!-- notionvc: 1dca9d43-11a5-4dcf-a9c0-8e859661b155 --><\/p>\n\n<h2>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u306f\uff1f<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u300c\u4e8b\u5b9f\uff08Fact\uff09\u300d\u3068\u300c\u6b21\u5143\uff08Dimension\uff09\u300d\u306b\u5206\u3051\u3066\u7d44\u7e54\u5316\u3059\u308b\u624b\u6cd5\u3067\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u7279\u306b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u8a2d\u8a08\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u4e8b\u5b9f\u30c6\u30fc\u30d6\u30eb<\/strong>: \u4e8b\u5b9f\u30c6\u30fc\u30d6\u30eb\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306e\u91cf\u7684\u5074\u9762\u3092\u6349\u3048\u3001\u58f2\u4e0a\u3001\u6570\u91cf\u3001\u5229\u76ca\u306a\u3069\u306e\u8a08\u6e2c\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u3092\u542b\u307f\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u6b21\u5143\u30c6\u30fc\u30d6\u30eb<\/strong>: \u6b21\u5143\u30c6\u30fc\u30d6\u30eb\u306f\u3001\u4e8b\u5b9f\u30c6\u30fc\u30d6\u30eb\u306e\u8a08\u6e2c\u5024\u3092\u300c\u8ab0\u304c\u300d\u300c\u4f55\u3092\u300d\u300c\u3044\u3064\u300d\u300c\u3069\u3053\u3067\u300d\u306a\u3069\u306e\u6587\u8108\u3067\u8aac\u660e\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u9867\u5ba2\u540d\u3001\u65e5\u4ed8\u3001\u88fd\u54c1\u60c5\u5831\u306a\u3069\u306e\u8a18\u8ff0\u7684\u306a\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: b612dfd6-e9a7-40a4-95d7-294c731de300 --><\/p>\n\n<h2>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u5229\u70b9\u306b\u3064\u3044\u3066<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u5206\u6790\u306e\u5bb9\u6613\u3055<\/strong>: \u5206\u6790\u8005\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong>: \u9069\u5207\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u67d4\u8edf\u6027<\/strong>: \u65b0\u3057\u3044\u30c7\u30fc\u30bf\u6e90\u306e\u7d71\u5408\u3084\u5909\u66f4\u304c\u3057\u3084\u3059\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3059\u308b\u67d4\u8edf\u6027\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 86940a42-29a4-4f54-b4dc-431f4775fcf9 --><\/p>\n\n<h2>BigQuery\u4e0a\u3067\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u307e\u305a\u306fBigQuery\u4e0a\u306b\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u305f\u3081\u306e\u9069\u5f53\u306a\u30c6\u30fc\u30d6\u30eb\u3092\u7528\u610f\u3001\u307e\u305f\u306f\u4f5c\u6210\u3057\u307e\u3059\u3002\u4eca\u56de\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u67b6\u7a7a\u306eE\u30b3\u30de\u30fc\u30b9\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/span><!-- notionvc: e7d74a13-2aeb-449c-b2b8-de91808a2361 --><\/p>\n\n<h2>\u4e8b\u5b9f\u30c6\u30fc\u30d6\u30eb\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u3053\u3053\u304b\u3089\u306fdbt Cloud\u4e0a\u3067\u4f5c\u696d\u3092\u884c\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">dbt Cloud\u306e\u8a73\u7d30\u306f<span style=\"color: #0000ff\"><a href=\"https:\/\/blog.since2020.jp\/data_analysis\/%e3%83%a2%e3%83%80%e3%83%b3%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b9%e3%82%bf%e3%83%83%e3%82%af%e3%81%ae%e5%ae%9f%e7%8f%be%e3%81%ab%e5%90%91%e3%81%91%e3%81%a6-dbt-cloudxbigquery%e3%81%ae%e5%ae%9f\/\" style=\"color: #0000ff\">dbt Cloudxbigquery\u306e\u5b9f\u8df5<\/a><\/span>\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u307e\u305amodels\u914d\u4e0b\u306bfact_transactions.sql\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e8b\u5b9f\u30c6\u30fc\u30d6\u30eb\u306f\u30d3\u30b8\u30cd\u30b9\u30a4\u30d9\u30f3\u30c8\u3092\u6570\u5024\u3067\u6349\u3048\u308b\u305f\u3081\u306e\u4e2d\u5fc3\u7684\u306a\u30c6\u30fc\u30d6\u30eb\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u901a\u5e38\u3001\u6570\u91cf\u3084\u4fa1\u683c\u306a\u3069\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u30b9\u3068\u3001\u305d\u308c\u3089\u304c\u767a\u751f\u3057\u305f\u6642\u9593\u3084\u95a2\u9023\u3059\u308b\u6b21\u5143\u306e\u30ad\u30fc\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306e<code>fact_transactions<\/code>\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3054\u3068\u306e\u8a73\u7d30\u306a\u60c5\u5831\u3092\u8a18\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><strong><span style=\"font-family: arial, helvetica, sans-serif\">\u30d5\u30a1\u30af\u30c8<span data-token-index=\"1\" class=\"notion-enable-hover\">\u30c6\u30fc\u30d6\u30eb\u30e2\u30c7\u30eb<\/span>\uff08<span data-token-index=\"3\" class=\"notion-enable-hover\">fact_transactions.sql\uff09<\/span><\/span><\/strong><!-- notionvc: 70132ecb-39a7-46bf-a492-c0970068552f --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>{{ config(materialized='table') }}\r\n\r\nWITH source_data AS (\r\nSELECT\r\nTransactionID,\r\nTransactionDate,\r\nCustomerName,\r\nProductName,\r\nQuantity,\r\nUnitPrice,\r\nTotalPrice,\r\nPaymentMethod\r\nFROM {{ source('data_test', 'ecommerce_transactions') }}\r\n)\r\n\r\nSELECT\r\nTransactionID,\r\nTransactionDate,\r\nCustomerName,\r\nProductName,\r\nQuantity,\r\nUnitPrice,\r\nTotalPrice,\r\nPaymentMethod\r\nFROM source_data<\/code><\/pre>\r\n<\/div>\r\n<p><!-- notionvc: af99f759-aba4-462b-b025-86515027c586 --><\/p>\n\n<h2>\u6b21\u5143\u30c6\u30fc\u30d6\u30eb\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u6b21\u5143\u30c6\u30fc\u30d6\u30eb\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u306e\u6587\u8108\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306e\u88dc\u52a9\u7684\u306a\u30c6\u30fc\u30d6\u30eb\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u9867\u5ba2\u3001\u88fd\u54c1\u3001\u652f\u6255\u3044\u65b9\u6cd5\u306a\u3069\u306e\u5c5e\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002\u6b21\u5143\u30c6\u30fc\u30d6\u30eb\u306f\u901a\u5e38\u3001\u975e\u5e38\u306b\u8a18\u8ff0\u7684\u3067\u3042\u308a\u3001\u5206\u6790\u8005\u304c\u7c21\u5358\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306a\u60c5\u5831\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<\/span><!-- notionvc: 5ca212e9-ce63-4f08-b0cf-f2075458bf1c --><\/p>\r\n<p><strong><span data-token-index=\"0\" class=\"notion-enable-hover\" style=\"font-family: arial, helvetica, sans-serif\">\u9867\u5ba2\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb (dim_customers.sql)<\/span><\/strong><!-- notionvc: cf1080ba-50d8-4a6f-812b-353c18f69142 --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>{{ config(materialized='table') }}\r\n\r\nWITH source_data AS (\r\nSELECT DISTINCT\r\nCustomerName\r\nFROM {{ source('data_test', 'ecommerce_transactions') }}\r\n)\r\n\r\nSELECT\r\nROW_NUMBER() OVER (ORDER BY CustomerName) AS CustomerID,\r\nCustomerName\r\nFROM source_data<\/code><\/pre>\r\n<\/div>\r\n<p><strong><span data-token-index=\"0\" class=\"notion-enable-hover\" style=\"font-family: arial, helvetica, sans-serif\">\u5546\u54c1\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb (dim_products.sql)<\/span><\/strong><!-- notionvc: c02bff2c-f3e0-4d78-be09-b0ab3850ffaf --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>{{ config(materialized='table') }}\r\n\r\nWITH source_data AS (\r\nSELECT DISTINCT\r\nProductName,\r\nUnitPrice\r\nFROM {{ source('data_test', 'ecommerce_transactions') }}\r\n)\r\n\r\nSELECT\r\nROW_NUMBER() OVER (ORDER BY ProductName) AS ProductID,\r\nProductName,\r\nUnitPrice\r\nFROM source_data<\/code><\/pre>\r\n<\/div>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong><span data-token-index=\"0\" class=\"notion-enable-hover\">\u652f\u6255\u65b9\u6cd5\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb(dim_payment_methods.sql)<\/span><\/strong><\/span><!-- notionvc: 6b49a1c9-9e0f-49e5-81fa-1278429c1eb6 --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-sql\" data-lang=\"SQL\"><code>{{ config(materialized='table') }}\r\n\r\nWITH source_data AS (\r\nSELECT DISTINCT\r\nPaymentMethod\r\nFROM {{ source('data_test', 'ecommerce_transactions') }}\r\n)\r\n\r\nSELECT\r\nROW_NUMBER() OVER (ORDER BY PaymentMethod) AS PaymentMethodID,\r\nPaymentMethod\r\nFROM source_data<\/code><\/pre>\r\n<\/div>\n\n<h2>\u30e2\u30c7\u30eb\u306e\u4f9d\u5b58\u95a2\u4fc2\u306b\u3064\u3044\u3066<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30e2\u30c7\u30eb\u9593\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001dbt\u306f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u9806\u756a\u3067\u30d3\u30eb\u30c9\u3059\u3079\u304d\u304b\u3092\u81ea\u52d5\u7684\u306b\u7406\u89e3\u3057\u307e\u3059\u3002<strong><code>fact_transactions<\/code><\/strong> \u30e2\u30c7\u30eb\u306f <strong><code>dim_customers<\/code><\/strong>\u3001<strong><code>dim_products<\/code><\/strong>\u3001<strong><code>dim_payment_methods<\/code><\/strong> \u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4ee5\u4e0b\u306e\u3088\u3046\u306aLineage\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-18.56.24.png\" alt=\"\" width=\"646\" height=\"252\" class=\"alignnone size-full wp-image-3980\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-18.56.24.png 646w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-18.56.24-300x117.png 300w\" sizes=\"(max-width: 646px) 100vw, 646px\" \/><\/p>\r\n<p><!-- notionvc: 78bc38cc-4b37-44ba-84df-1189e4de635d --><\/p>\n\n<h2>\u30e2\u30c7\u30eb\u306e\u30c6\u30b9\u30c8\u3068\u5b9f\u884c<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u524d\u306b\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b<code>dbt test<\/code><strong>\u30b3\u30de\u30f3\u30c9\u3067\u30c6\u30b9\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30c6\u30b9\u30c8\u304c\u7121\u4e8b\u306b\u5b8c\u4e86\u3057\u305f\u3089\u3001\u6b21\u306f<\/strong><code>dbt run<\/code>\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u307e\u305f\u306f\u66f4\u65b0\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u3053\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/span><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-19.32.49.png\" alt=\"\" width=\"580\" height=\"274\" class=\"alignnone size-full wp-image-3981\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-19.32.49.png 580w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-19.32.49-300x142.png 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/p>\r\n<p><!-- notionvc: 7cf4e57c-f335-4e63-9da4-578fa506719a --><\/p>\n\n<h2>BigQuery\u3067\u53cd\u6620\u7d50\u679c\u78ba\u8a8d<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">dbt\u306e\u5b9f\u884c\u304c\u6210\u529f\u3057\u305f\u5f8c\u3001BigQuery\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u751f\u6210\u3055\u308c\u305f\u30c6\u30fc\u30d6\u30eb\u304c\u671f\u5f85\u901a\u308a\u306b\u4f5c\u6210\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u6b63\u3057\u304f\u30c6\u30fc\u30d6\u30eb\u304c\u4f5c\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p>&nbsp;<\/p>\r\n<p>&nbsp;<\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37.jpg\" alt=\"\" width=\"1784\" height=\"890\" class=\"alignnone size-full wp-image-3989\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37.jpg 1784w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37-300x150.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37-1024x511.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37-768x383.jpg 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-09-10.49.37-1536x766.jpg 1536w\" sizes=\"(max-width: 1784px) 100vw, 1784px\" \/><\/p>\r\n<p><!-- notionvc: 5d5cef71-d296-4f95-92f3-6931bff3af63 --><\/p>\n\n<h2>GitHub\u3067\u306e\u30e2\u30c7\u30eb\u7ba1\u7406<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30e2\u30c7\u30eb\u306e\u30b3\u30fc\u30c9\u3084\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u306e\u305f\u3081GitHub\u306b\u30d7\u30c3\u30b7\u30e5\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/span><!-- notionvc: 15825f0c-a287-4633-8c4a-91160d8f5930 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/10\/-2023-10-26-19.31.53-e1698317178247.png\" alt=\"\" width=\"1410\" height=\"108\" class=\"alignnone size-full wp-image-3861\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/10\/-2023-10-26-19.31.53-e1698317178247.png 1410w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/10\/-2023-10-26-19.31.53-e1698317178247-300x23.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/10\/-2023-10-26-19.31.53-e1698317178247-1024x78.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/10\/-2023-10-26-19.31.53-e1698317178247-768x59.png 768w\" sizes=\"(max-width: 1410px) 100vw, 1410px\" \/><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43.png\" alt=\"\" width=\"1868\" height=\"394\" class=\"alignnone size-full wp-image-3983\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43.png 1868w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43-300x63.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43-1024x216.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43-768x162.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2023\/11\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-11-07-20.40.43-1536x324.png 1536w\" sizes=\"(max-width: 1868px) 100vw, 1868px\" \/><\/p>\n\n<h2>\u6700\u5f8c\u306b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u8a2d\u8a08\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u91cd\u8981\u306a\u8981\u7d20\u3067\u3042\u308a\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u6210\u529f\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u7406\u89e3\u3057\u3001\u5b9f\u8df5\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3057\u3001\u4fa1\u5024\u3092\u6700\u5927\u5316\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/span><!-- notionvc: a4a9bf26-9dcf-49aa-abbf-93e43c5e91a5 --><\/p>","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001BigQuery\u3068dbt(Data Build Tool)Cloud\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u57fa\u672c\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002 \u306f\u3058\u3081\u306b \u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9 [&hellip;]<\/p>\n","protected":false},"author":87,"featured_media":3865,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1246],"tags":[108,488,491,143,484,486,489,505],"class_list":["post-3978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-infrastructure","tag-bigquery","tag-dataops","tag-dbt","tag-gcp","tag-484","tag-486","tag-489","tag-505"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/3978","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\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=3978"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/3978\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/3865"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=3978"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=3978"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=3978"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}