{"id":23120,"date":"2025-11-10T17:54:53","date_gmt":"2025-11-10T17:54:53","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=23120"},"modified":"2025-11-10T17:54:53","modified_gmt":"2025-11-10T17:54:53","slug":"bigquery-data-transfer-service-for-salesforce-%e3%82%92%e8%a9%a6%e3%81%97%e3%81%a6%e3%81%bf%e3%81%9f","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/23120\/","title":{"rendered":"BigQuery Data Transfer Service for Salesforce \u3092\u8a66\u3057\u3066\u307f\u305f"},"content":{"rendered":"\n<\/p>\n<div>\n<p data-line=\"2\" class=\"code-line\">\u3053\u3093\u306b\u3061\u306f\u3002\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e \u7b2c\u4e8c\u958b\u767a\u90e8\u306e\u5289\u3067\u3059\u3002<\/p>\n<p data-line=\"4\" class=\"code-line\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001BigQuery Data Transfer Service for Salesforce \u6a5f\u80fd\u3092\u5b9f\u969b\u306b\u691c\u8a3c\u3057\u3001\u8a2d\u5b9a\u624b\u9806\u3084\u5236\u9650\u4e8b\u9805\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002Salesforce \u304b\u3089 BigQuery \u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<p data-line=\"8\" class=\"code-line\">BigQuery Data Transfer Service for Salesforce \u306f\u3001Salesforce \u306e\u30c7\u30fc\u30bf\u3092 BigQuery \u306b\u81ea\u52d5\u7684\u306b\u8ee2\u9001\u3059\u308b Google Cloud \u306e\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n<h2 id=\"1.1-%E5%BE%93%E6%9D%A5%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E9%80%A3%E6%90%BA%E3%81%A8%E3%81%AE%E9%81%95%E3%81%84\" data-line=\"10\" class=\"code-line\">\n 1.1 \u5f93\u6765\u306e\u30c7\u30fc\u30bf\u9023\u643a\u3068\u306e\u9055\u3044<\/h2>\n<p data-line=\"12\" class=\"code-line\">\u5f93\u6765\u306e Salesforce \u30c7\u30fc\u30bf\u9023\u643a\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<ul data-line=\"14\" class=\"code-line\">\n<li data-line=\"14\" class=\"code-line\">\u8907\u96d1\u306a\u8a2d\u5b9a: ETL \u30c4\u30fc\u30eb\u3084\u30ab\u30b9\u30bf\u30e0 API \u306e\u5b9f\u88c5\u304c\u5fc5\u8981<\/li>\n<li data-line=\"15\" class=\"code-line\">\u904b\u7528\u8ca0\u8377: \u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u76e3\u8996\u30fb\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0<\/li>\n<li data-line=\"16\" class=\"code-line\">\u30b3\u30b9\u30c8: \u4e2d\u9593\u30a4\u30f3\u30d5\u30e9\u306e\u7dad\u6301\u8cbb\u7528<\/li>\n<\/ul>\n<p data-line=\"18\" class=\"code-line\">BigQuery Data Transfer Service \u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u8a2d\u5b9a\u3067\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"1.2-%E4%B8%BB%E3%81%AA%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" data-line=\"20\" class=\"code-line\">\n 1.2 \u4e3b\u306a\u30e1\u30ea\u30c3\u30c8<\/h2>\n<ul data-line=\"22\" class=\"code-line\">\n<li data-line=\"22\" class=\"code-line\">\n<strong>\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9<\/strong>: \u30a4\u30f3\u30d5\u30e9\u306e\u7ba1\u7406\u304c\u4e0d\u8981<\/li>\n<li data-line=\"23\" class=\"code-line\">\n<strong>\u81ea\u52d5 \u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0<\/strong>: \u5b9a\u671f\u7684\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u81ea\u52d5\u5b9f\u884c<\/li>\n<li data-line=\"24\" class=\"code-line\">\n<strong>BigQuery \u30cd\u30a4\u30c6\u30a3\u30d6<\/strong>: BigQuery\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u3044<\/li>\n<li data-line=\"25\" class=\"code-line\">\n<strong>\u30b3\u30b9\u30c8\u52b9\u7387<\/strong>: <a target=\"_blank\" href=\"https:\/\/cloud.google.com\/bigquery\/pricing?hl=ja#data-transfer-service-\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb<\/a>\n<\/li>\n<\/ul>\n<p data-line=\"29\" class=\"code-line\">\u691c\u8a3c\u3092\u958b\u59cb\u3059\u308b\u524d\u306b\u3001\u91cd\u8981\u306a<a target=\"_blank\" href=\"https:\/\/cloud.google.com\/bigquery\/docs\/salesforce-transfer\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">\u5236\u9650\u4e8b\u9805<\/a>\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"2.1-%E8%BB%A2%E9%80%81%E9%96%93%E9%9A%94%E3%81%AE%E5%88%B6%E9%99%90\" data-line=\"31\" class=\"code-line\">\n 2.1 \u8ee2\u9001\u9593\u9694\u306e\u5236\u9650<\/h2>\n<p data-line=\"33\" class=\"code-line\">\u5b9a\u671f\u7684\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u306e<strong>\u6700\u5c0f\u9593\u9694\u306f15\u5206<\/strong>\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8fd1\u3044\u30c7\u30fc\u30bf\u8ee2\u9001\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u4ed6\u306e\u65b9\u6cd5\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"2.2-%E3%82%B5%E3%83%9D%E3%83%BC%E3%83%88%E5%AF%BE%E8%B1%A1%E3%82%A8%E3%83%B3%E3%83%86%E3%82%A3%E3%83%86%E3%82%A3\" data-line=\"35\" class=\"code-line\">\n 2.2 \u30b5\u30dd\u30fc\u30c8\u5bfe\u8c61\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3<\/h2>\n<p data-line=\"37\" class=\"code-line\"><strong>Salesforce Bulk API \u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u307f<\/strong>\u304c\u8ee2\u9001\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002<br \/>\u660e\u78ba\u306b\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8a18\u8f09\u3057\u3066\u3044\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u306a\u3044\u305f\u3081\u3001\u4e8b\u524d\u306bBigQuery Data Transfer\u8a2d\u5b9a\u753b\u9762\u3067\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u8a2d\u5b9a\u753b\u9762\u3067\u306f\u3001\u8ee2\u9001\u5bfe\u8c61\u3068\u3057\u3066\u9078\u629e\u53ef\u80fd\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u4f7f\u7528\u3057\u305f\u3044\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08 API \u53c2\u7167\u540d\uff09\u304c\u4e00\u89a7\u306b\u5b58\u5728\u3059\u308c\u3070\u3001\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3068\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"40\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--LesVo_Ra--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/d6da960606047edb3fe0a943.png%3Fsha%3D81c9d7e4666cc09c5086b8f7ca39e3a79478e94c\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"42\" class=\"code-line\">BigQuery Data Transfer\u8a2d\u5b9a\u753b\u9762\u306e\u8a2d\u5b9a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u30013\u7ae0\u4ee5\u964d\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p data-line=\"47\" class=\"code-line\">\u5b9f\u969b\u306e\u691c\u8a3c\u624b\u9806\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"3.1-salesforce%E3%83%86%E3%82%B9%E3%83%88%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E6%BA%96%E5%82%99\" data-line=\"49\" class=\"code-line\">\n 3.1 Salesforce\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u6e96\u5099<\/h2>\n<p data-line=\"51\" class=\"code-line\">\u4eca\u56de\u306e\u691c\u8a3c\u3067\u306f\u3001\u5546\u8ac7\uff08Opportunity\uff09\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n<p data-line=\"53\" class=\"code-line\">\u5546\u8ac7\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u55b6\u696d\u6d3b\u52d5\u306e\u4e2d\u6838\u3068\u306a\u308b\u30c7\u30fc\u30bf\u3067\u3001\u591a\u304f\u306e\u7d44\u7e54\u3067\u91cd\u8981\u306a\u5206\u6790\u5bfe\u8c61\u3068\u306a\u308b\u305f\u3081\u691c\u8a3c\u5bfe\u8c61\u3068\u3057\u3066\u9078\u629e\u3057\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"3.2-salesforce%E6%8E%A5%E7%B6%9A%E3%82%A2%E3%83%97%E3%83%AA%E3%82%B1%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AE%E4%BD%9C%E6%88%90\" data-line=\"55\" class=\"code-line\">\n 3.2 Salesforce\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210<\/h2>\n<p data-line=\"57\" class=\"code-line\">BigQuery\u304b\u3089Salesforce\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"%E6%89%8B%E9%A0%86\" data-line=\"59\" class=\"code-line\">\n \u624b\u9806<\/h3>\n<ol data-line=\"61\" class=\"code-line\">\n<li data-line=\"61\" class=\"code-line\">Salesforce\u306e\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u2699\ufe0f\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li data-line=\"62\" class=\"code-line\">\n<strong>\u8a2d\u5b9a<\/strong> \u3092\u9078\u629e<\/li>\n<li data-line=\"63\" class=\"code-line\">\n<strong>\u5916\u90e8\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong> \u2192 <strong>\u8a2d\u5b9a<\/strong> \u2192 <strong>\u65b0\u898f\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong> \u3092\u30af\u30ea\u30c3\u30af<br \/><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--yGrvk7jm--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/98c3719a0a7a872c8e14c36c.png%3Fsha%3D4aa5c1abd237d6e14f9becabe4a377673d7f8096\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<\/ol>\n<h3 id=\"oauth%E8%A8%AD%E5%AE%9A%E3%81%AE%E8%A9%B3%E7%B4%B0\" data-line=\"66\" class=\"code-line\">\n OAuth\u8a2d\u5b9a\u306e\u8a73\u7d30<\/h3>\n<p data-line=\"68\" class=\"code-line\">\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u6642\u306b\u306f\u3001\u4ee5\u4e0b\u306eOAuth\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\uff1a<\/p>\n<ul data-line=\"70\" class=\"code-line\">\n<li data-line=\"70\" class=\"code-line\">\n<strong>\u30b3\u30fc\u30eb\u30d0\u30c3\u30afURL<\/strong>: BigQuery Data Transfer Service\u7528\u306eURL<\/li>\n<li data-line=\"71\" class=\"code-line\">\n<strong>\u9078\u629e\u3057\u305fOAuth\u30b9\u30b3\u30fc\u30d7<\/strong>:<\/p>\n<ul data-line=\"72\" class=\"code-line\">\n<li data-line=\"72\" class=\"code-line\">API\u3092\u4f7f\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3092\u7ba1\u7406(api)<\/li>\n<\/ul>\n<\/li>\n<li data-line=\"73\" class=\"code-line\">\n<strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30ed\u30b0\u30a4\u30f3\u60c5\u5831\u30d5\u30ed\u30fc\u3092\u6709\u52b9\u5316<\/strong> \u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u308b<\/li>\n<\/ul>\n<p data-line=\"75\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--hREY87-J--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/e6336d5a57bcc01c02d519c1.png%3Fsha%3Db9abbcf4b90d6a57c453d301dd3c25785c49ee8c\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"78\" class=\"code-line\">\u6b21\u306b\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u8a8d\u8a3c\u60c5\u5831\u30d5\u30ed\u30fc\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u69cb\u6210\u3057\u307e\u3059\uff1a<\/p>\n<ol data-line=\"79\" class=\"code-line\">\n<li data-line=\"79\" class=\"code-line\">\n<p data-line=\"79\" class=\"code-line\">Salesforce\u306e\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u2699\ufe0f\u3092\u30af\u30ea\u30c3\u30af<\/p>\n<\/li>\n<li data-line=\"80\" class=\"code-line\">\n<p data-line=\"80\" class=\"code-line\"><strong>\u8a2d\u5b9a<\/strong> \u3092\u9078\u629e<\/p>\n<\/li>\n<li data-line=\"81\" class=\"code-line\">\n<p data-line=\"81\" class=\"code-line\">\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u3067\u300c<strong>\u63a5\u7d9a<\/strong>\u300d\u3092\u691c\u7d22<\/p>\n<\/li>\n<li data-line=\"82\" class=\"code-line\">\n<p data-line=\"82\" class=\"code-line\">\u300c<strong>\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3059\u308b<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u4f5c\u6210\u3057\u305f\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7de8\u96c6<br \/><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--0yuEI5yA--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/a28325e4d6425498e3b2c4ef.png%3Fsha%3D7a0f008b35102f35930e66b83da27faf0b0082d0\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<\/li>\n<li data-line=\"85\" class=\"code-line\">\n<p data-line=\"85\" class=\"code-line\">\u300c<strong>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30ed\u30b0\u30a4\u30f3\u60c5\u5831\u30d5\u30ed\u30fc<\/strong>\u300d\u3092\u8a2d\u5b9a<br \/><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--mF7LRbW_--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/0325eaf9e73ee958095f3d17.png%3Fsha%3D2fa656f38ee01b3d3501ce7ff6eb7c56589a359e\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<\/li>\n<\/ol>\n<p data-line=\"90\" class=\"code-line\">BigQuery Transfer \u30b8\u30e7\u30d6\u306e\u8a2d\u5b9a\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"4.1-mydomain%E3%81%AE%E5%8F%96%E5%BE%97\" data-line=\"92\" class=\"code-line\">\n 4.1 myDomain\u306e\u53d6\u5f97<\/h2>\n<ol data-line=\"94\" class=\"code-line\">\n<li data-line=\"94\" class=\"code-line\">Salesforce\u306e\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u2699\ufe0f\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li data-line=\"95\" class=\"code-line\">\n<strong>\u8a2d\u5b9a<\/strong> \u3092\u9078\u629e<\/li>\n<li data-line=\"96\" class=\"code-line\">\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u3067\u300c<strong>\u30c9\u30e1\u30a4\u30f3<\/strong>\u300d\u3092\u691c\u7d22<\/li>\n<li data-line=\"97\" class=\"code-line\">\u300c<strong>\u79c1\u306e\u30c9\u30e1\u30a4\u30f3<\/strong>\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u8868\u793a\u3055\u308c\u308bmyDomain\u60c5\u5831\u3092\u78ba\u8a8d<br \/><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--9Q8GKkcm--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/e24ac063bae6a8aa55c66fe1.png%3Fsha%3Db07910828a801d019f81e40b66ca786ad6b7fd1a\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><br \/>\u4f8b\uff1a<code>https:\/\/your-domain.my.salesforce.com<\/code>\n<\/li>\n<\/ol>\n<h2 id=\"4.2-clientid%E3%81%A8clientsecret%E3%81%AE%E5%8F%96%E5%BE%97\" data-line=\"101\" class=\"code-line\">\n 4.2 clientId\u3068clientSecret\u306e\u53d6\u5f97<\/h2>\n<ol data-line=\"103\" class=\"code-line\">\n<li data-line=\"103\" class=\"code-line\">Salesforce\u306e\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u2699\ufe0f\u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li data-line=\"104\" class=\"code-line\">\n<strong>\u8a2d\u5b9a<\/strong> \u3092\u9078\u629e<\/li>\n<li data-line=\"105\" class=\"code-line\">\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u3067\u300c<strong>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30de\u30cd\u30fc\u30b8\u30e3\u30fc<\/strong>\u300d\u3092\u691c\u7d22<\/li>\n<li data-line=\"106\" class=\"code-line\">\u4f5c\u6210\u3057\u305f\u63a5\u7d9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u53f3\u7aef\u306e\u25bc\u304b\u3089 <strong>[\u53c2\u7167]<\/strong> \u3092\u30af\u30ea\u30c3\u30af<\/li>\n<\/ol>\n<p data-line=\"108\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--qLcyccQJ--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/7730472529c8464f5969c06f.png%3Fsha%3D6fa71a145541dfb4603fb454448b3beb370c3709\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"110\" class=\"code-line\">\u53d6\u5f97\u3059\u308b\u60c5\u5831\uff1a<\/p>\n<ul data-line=\"111\" class=\"code-line\">\n<li data-line=\"111\" class=\"code-line\">\n<strong>clientId<\/strong>: \u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u9375<\/li>\n<li data-line=\"112\" class=\"code-line\">\n<strong>clientSecret<\/strong>: \u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u306e\u79d8\u5bc6<\/li>\n<\/ul>\n<p data-line=\"114\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--6QW9KEIM--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/e2a305abbbddd3f8b6393553.png%3Fsha%3D408d5c87939ee99e25c2d66afece0da452ae36e0\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"118\" class=\"code-line\">Google Cloud Console\u3067\u306e\u8a2d\u5b9a\u624b\u9806\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"5.1-%E5%9F%BA%E6%9C%AC%E8%A8%AD%E5%AE%9A\" data-line=\"120\" class=\"code-line\">\n 5.1 \u57fa\u672c\u8a2d\u5b9a<\/h2>\n<ol data-line=\"122\" class=\"code-line\">\n<li data-line=\"122\" class=\"code-line\">Google Cloud Console\u3067 <strong>BigQuery<\/strong> \u3092\u958b\u304f<\/li>\n<li data-line=\"123\" class=\"code-line\">\n<strong>\u30c7\u30fc\u30bf\u8ee2\u9001<\/strong> \u2192 <strong>\u8ee2\u9001\u3092\u4f5c\u6210<\/strong> \u3092\u30af\u30ea\u30c3\u30af<\/li>\n<li data-line=\"124\" class=\"code-line\">\n<strong>\u30bd\u30fc\u30b9\u30bf\u30a4\u30d7<\/strong> \u3067\u300cSalesforce\u300d\u3092\u9078\u629e<\/li>\n<\/ol>\n<h2 id=\"5.2-%E6%8E%A5%E7%B6%9A%E6%83%85%E5%A0%B1%E3%81%AE%E5%85%A5%E5%8A%9B\" data-line=\"126\" class=\"code-line\">\n 5.2 \u63a5\u7d9a\u60c5\u5831\u306e\u5165\u529b<\/h2>\n<p data-line=\"128\" class=\"code-line\">\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u5165\u529b\u3057\u307e\u3059\uff1a<\/p>\n<ul data-line=\"130\" class=\"code-line\">\n<li data-line=\"130\" class=\"code-line\">\n<strong>\u8ee2\u9001\u8a2d\u5b9a\u540d<\/strong>: \u4efb\u610f\u306e\u540d\u524d<\/li>\n<li data-line=\"131\" class=\"code-line\">\n<strong>Salesforce Domain<\/strong>: \u53d6\u5f97\u3057\u305fmyDomain<\/li>\n<li data-line=\"132\" class=\"code-line\">\n<strong>Client ID<\/strong>: \u53d6\u5f97\u3057\u305fclientId<\/li>\n<li data-line=\"133\" class=\"code-line\">\n<strong>Client Secret<\/strong>: \u53d6\u5f97\u3057\u305fclientSecret<br \/><img decoding=\"async\" src=\"https:\/\/res.cloudinary.com\/zenn\/image\/fetch\/s--wRG7wANQ--\/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_1200\/https:\/\/storage.googleapis.com\/zenn-user-upload\/deployed-images\/2b0b17cc383e0aa96d459db8.png%3Fsha%3D1013e9f4d17093ebfb18a5f8823dd9e7257a7582\" alt=\"\" class=\"md-img\" loading=\"lazy\"\/>\n<\/li>\n<\/ul>\n<h2 id=\"5.3-%E8%BB%A2%E9%80%81%E3%82%B9%E3%82%B1%E3%82%B8%E3%83%A5%E3%83%BC%E3%83%AB%E3%81%AE%E8%A8%AD%E5%AE%9A\" data-line=\"136\" class=\"code-line\">\n 5.3 \u8ee2\u9001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306e\u8a2d\u5b9a<\/h2>\n<ul data-line=\"138\" class=\"code-line\">\n<li data-line=\"138\" class=\"code-line\">\n<strong>\u8ee2\u9001\u983b\u5ea6<\/strong>: \u6700\u5c0f15\u5206\u9593\u9694\u3067\u8a2d\u5b9a<\/li>\n<li data-line=\"139\" class=\"code-line\">\n<strong>\u958b\u59cb\u6642\u523b<\/strong>: \u4efb\u610f\u306e\u6642\u523b\u3092\u6307\u5b9a<\/li>\n<\/ul>\n<p data-line=\"142\" class=\"code-line\">\u5b9f\u969b\u306e\u30c6\u30b9\u30c8\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n<div class=\"s_table\"><table data-line=\"144\" class=\"code-line\">\n<thead data-line=\"144\" class=\"code-line\">\n<tr data-line=\"144\" class=\"code-line\">\n<th>\u30c7\u30fc\u30bf\u91cf<\/th>\n<th>\u8ee2\u9001\u6642\u9593<\/th>\n<th>\u6210\u529f\u7387<\/th>\n<th>\u5099\u8003<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"146\" class=\"code-line\">\n<tr data-line=\"146\" class=\"code-line\">\n<td>100\u30ec\u30b3\u30fc\u30c9<\/td>\n<td>2\u520628\u79d2<\/td>\n<td>100%<\/td>\n<td>\u57fa\u672c\u52d5\u4f5c\u78ba\u8a8d<\/td>\n<\/tr>\n<tr data-line=\"147\" class=\"code-line\">\n<td>1,000\u30ec\u30b3\u30fc\u30c9<\/td>\n<td>2\u520629\u79d2<\/td>\n<td>100%<\/td>\n<td>\u5c0f\u898f\u6a21\u30c7\u30fc\u30bf<\/td>\n<\/tr>\n<tr data-line=\"148\" class=\"code-line\">\n<td>4,200\u30ec\u30b3\u30fc\u30c9<\/td>\n<td>2\u520629\u79d2<\/td>\n<td>100%<\/td>\n<td>Developer Edition\u4e0a\u9650<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h3 id=\"%E3%83%91%E3%83%95%E3%82%A9%E3%83%BC%E3%83%9E%E3%83%B3%E3%82%B9%E3%81%AE%E7%89%B9%E5%BE%B4\" data-line=\"150\" class=\"code-line\">\n \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u7279\u5fb4<\/h3>\n<p data-line=\"151\" class=\"code-line\">\u4eca\u56de\u306e\u691c\u8a3c\u7d50\u679c\u304b\u3089\u30014,200\u30ec\u30b3\u30fc\u30c9\u307e\u3067\u306e\u898f\u6a21\u3067\u306f\u3001\u8ee2\u9001\u6642\u9593\u306e\u5927\u90e8\u5206\u304c\u63a5\u7d9a\u30fb\u8a8d\u8a3c\u30fb\u521d\u671f\u5316\u51e6\u7406\u306b\u8cbb\u3084\u3055\u308c\u3066\u3044\u308b\u3068\u63a8\u6e2c\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u7279\u6027\u306b\u3088\u308a\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u304a\u3044\u3066\u3082\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"developer-edition%E3%81%A7%E3%81%AE%E5%88%B6%E9%99%90\" data-line=\"153\" class=\"code-line\">\n Developer Edition\u3067\u306e\u5236\u9650<\/h3>\n<p data-line=\"155\" class=\"code-line\">\u4eca\u56de\u306e\u691c\u8a3c\u3067\u306f\u3001Salesforce Developer Edition\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u5236\u9650(\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8: 5MB)\u306b\u3088\u308a\u3001\u6700\u59274,200\u30ec\u30b3\u30fc\u30c9\u307e\u3067\u3057\u304b\u30c6\u30b9\u30c8\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p data-line=\"157\" class=\"code-line\">\u5b9f\u904b\u7528\u3067\u306e\u63a8\u5968\u4e8b\u9805\uff1a<br \/>BigQuery Data Transfer Service\u3092\u672c\u683c\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u5b9f\u969b\u306e\u904b\u7528\u6642\u306e\u30c7\u30fc\u30bf\u898f\u6a21\u306b\u5fdc\u3058\u305f\u6027\u80fd\u30c6\u30b9\u30c8\u3092\u4e8b\u524d\u306b\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u7279\u306b10\u4e07\u30ec\u30b3\u30fc\u30c9\u4ee5\u4e0a\u306e\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001Production\u74b0\u5883\u307e\u305f\u306f\u3088\u308a\u5927\u304d\u306aSandbox\u74b0\u5883\u3067\u691c\u8a3c\u3059\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"7.1-%E3%83%97%E3%83%AD%E3%83%80%E3%82%AF%E3%82%B7%E3%83%A7%E3%83%B3%E5%88%A9%E7%94%A8%E3%81%B8%E3%81%AE%E9%81%A9%E7%94%A8%E5%8F%AF%E8%83%BD%E6%80%A7\" data-line=\"162\" class=\"code-line\">\n 7.1 \u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u5229\u7528\u3078\u306e\u9069\u7528\u53ef\u80fd\u6027<\/h2>\n<p data-line=\"164\" class=\"code-line\">\u9069\u7528\u53ef\u80fd\u306a\u30b1\u30fc\u30b9:<\/p>\n<ul data-line=\"165\" class=\"code-line\">\n<li data-line=\"165\" class=\"code-line\">\u5b9a\u671f\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u7528\u9014<\/li>\n<li data-line=\"166\" class=\"code-line\">\u30c7\u30fc\u30bf\u5206\u6790\u30fbBI\u7528\u9014<\/li>\n<li data-line=\"167\" class=\"code-line\">\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u76ee\u7684<\/li>\n<\/ul>\n<p data-line=\"169\" class=\"code-line\">\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u30b1\u30fc\u30b9:<\/p>\n<ul data-line=\"170\" class=\"code-line\">\n<li data-line=\"170\" class=\"code-line\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u7528\u9014: \u8ee2\u9001\u9593\u9694\u306e\u6700\u5c0f\u5024\u304c15\u5206\u306e\u305f\u3081\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8fd1\u3044\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u306f\u4e0d\u5411\u304d\u3067\u3059\u3002<\/li>\n<li data-line=\"171\" class=\"code-line\">\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u983b\u7e41\u306a\u8ee2\u9001: \u30c7\u30fc\u30bf\u8ee2\u9001\u30b3\u30b9\u30c8\u3084\u51e6\u7406\u6642\u9593\u304c\u5897\u5927\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u4e8b\u524d\u306b\u6027\u80fd\u691c\u8a3c\u3084\u30b3\u30b9\u30c8\u898b\u7a4d\u3082\u308a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<li data-line=\"172\" class=\"code-line\">\u30ab\u30b9\u30bf\u30e0\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u591a\u3044\u74b0\u5883: Salesforce Bulk API\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u307f\u304c\u8ee2\u9001\u5bfe\u8c61\u306e\u305f\u3081\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30ab\u30b9\u30bf\u30e0\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u4e8b\u524d\u78ba\u8a8d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<h2 id=\"7.2-%E4%BB%96%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E9%80%A3%E6%90%BA%E6%96%B9%E6%B3%95%E3%81%A8%E3%81%AE%E6%AF%94%E8%BC%83\" data-line=\"174\" class=\"code-line\">\n 7.2 \u4ed6\u306e\u30c7\u30fc\u30bf\u9023\u643a\u65b9\u6cd5\u3068\u306e\u6bd4\u8f03<\/h2>\n<p data-line=\"176\" class=\"code-line\">\u4eca\u56de\u306e\u691c\u8a3c\u7d50\u679c\u3092\u8e0f\u307e\u3048\u305f Google Cloud \u306b\u304a\u3051\u308b\u4ed6\u306e\u30c7\u30fc\u30bf\u9023\u643a\u65b9\u6cd5\u3068\u306e\u6bd4\u8f03\uff1a<\/p>\n<div class=\"s_table\"><table data-line=\"178\" class=\"code-line\">\n<thead data-line=\"178\" class=\"code-line\">\n<tr data-line=\"178\" class=\"code-line\">\n<th>\u65b9\u6cd5<\/th>\n<th>\u8a2d\u5b9a\u306e\u7c21\u5358\u3055<\/th>\n<th>\u958b\u767a\u30b3\u30b9\u30c8\u306e\u4f4e\u3055<\/th>\n<th>\u67d4\u8edf\u6027<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"180\" class=\"code-line\">\n<tr data-line=\"180\" class=\"code-line\">\n<td>Data Transfer Service<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<td>\u2b50\u2b50<\/td>\n<\/tr>\n<tr data-line=\"181\" class=\"code-line\">\n<td>Dataflow<\/td>\n<td>\u2b50\u2b50<\/td>\n<td>\u2b50\u2b50\u2b50<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<tr data-line=\"182\" class=\"code-line\">\n<td>\u30ab\u30b9\u30bf\u30e0ETL<\/td>\n<td>\u2b50<\/td>\n<td>\u2b50\u2b50<\/td>\n<td>\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p data-line=\"184\" class=\"code-line\">\u5404\u65b9\u6cd5\u306e\u88dc\u8db3\u8aac\u660e\uff1a<\/p>\n<ul data-line=\"186\" class=\"code-line\">\n<li data-line=\"186\" class=\"code-line\">\n<strong>Data Transfer Service<\/strong>: \u672c\u8a18\u4e8b\u3067\u691c\u8a3c\u3057\u305f\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3002GUI \u304b\u3089\u8a2d\u5b9a\u53ef\u80fd\u3067\u904b\u7528\u304c\u5bb9\u6613\u3067\u3059\u3002<\/li>\n<li data-line=\"187\" class=\"code-line\">\n<strong>Dataflow<\/strong>: Google Cloud\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u30b5\u30fc\u30d3\u30b9\u3002Apache Beam\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<li data-line=\"188\" class=\"code-line\">\n<strong>\u30ab\u30b9\u30bf\u30e0ETL<\/strong>: Google Cloud\u74b0\u5883\u3067\u3001Salesforce API \u3084BigQuery API \u3092\u76f4\u63a5\u4f7f\u7528\u3057\u3066\u72ec\u81ea\u306b\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u3002\u4f8b\u3068\u3057\u3066\u306f\u3001Cloud Functions \u3084 Compute Engine \u4e0a\u3067 Python \u3084Java\u3092\u4f7f\u7528\u3057\u3001Salesforce REST API\/Bulk API\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066BigQuery API\u3067\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3002Cloud Composer\uff08Airflow\uff09\u306a\u3069\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3 \u30c4\u30fc\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<\/ul>\n<p data-line=\"190\" class=\"code-line\">Data Transfer Service\u306e\u512a\u4f4d\u6027\uff1a<\/p>\n<ul data-line=\"191\" class=\"code-line\">\n<li data-line=\"191\" class=\"code-line\">\u8a2d\u5b9a\u306e\u7c21\u5358\u3055: \u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u5c11\u306a\u304f\u3066\u3082\u5229\u7528\u53ef\u80fd<\/li>\n<li data-line=\"192\" class=\"code-line\">\u9ad8\u3044\u4fe1\u983c\u6027: \u4eca\u56de\u306e\u691c\u8a3c\u3067100%\u306e\u6210\u529f\u7387\u3092\u5b9f\u73fe<\/li>\n<li data-line=\"193\" class=\"code-line\">\u904b\u7528\u8ca0\u8377\u306e\u8efd\u6e1b: \u8a2d\u5b9a\u5f8c\u306f\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30d5\u30ea\u30fc<\/li>\n<\/ul>\n<p data-line=\"195\" class=\"code-line\">\u6ce8\u610f\u70b9\uff1a<br \/>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u3064\u3044\u3066\u306f\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u51e6\u7406\u5185\u5bb9\u3001\u74b0\u5883\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308b\u305f\u3081\u3001\u5b9f\u969b\u306e\u904b\u7528\u74b0\u5883\u3067\u306e\u691c\u8a3c\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h2 id=\"7.3-%E3%82%B3%E3%82%B9%E3%83%88%E9%9D%A2%E3%81%A7%E3%81%AE%E8%80%83%E6%85%AE%E4%BA%8B%E9%A0%85\" data-line=\"198\" class=\"code-line\">\n 7.3 \u30b3\u30b9\u30c8\u9762\u3067\u306e\u8003\u616e\u4e8b\u9805<\/h2>\n<ul data-line=\"200\" class=\"code-line\">\n<li data-line=\"200\" class=\"code-line\">\u8ee2\u9001\u30b3\u30b9\u30c8: \u30c7\u30fc\u30bf\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1<\/li>\n<li data-line=\"201\" class=\"code-line\">BigQuery\u30b9\u30c8\u30ec\u30fc\u30b8 \u30b3\u30b9\u30c8: \u8ee2\u9001\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u8cbb\u7528<\/li>\n<li data-line=\"202\" class=\"code-line\">\u904b\u7528\u30b3\u30b9\u30c8: \u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3067\u81ea\u52d5\u5b9f\u884c\u3055\u308c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d0\u30fc\u7ba1\u7406\u3084\u30a4\u30f3\u30d5\u30e9\u306e\u7dad\u6301\u30fb\u66f4\u65b0\u3001\u7d99\u7d9a\u7684\u306a\u76e3\u8996\u4f5c\u696d\u306a\u3069\u306f\u8003\u616e\u4e0d\u8981<\/li>\n<\/ul>\n<p data-line=\"206\" class=\"code-line\">BigQuery Data Transfer Service for Salesforce\u306e\u691c\u8a3c\u3092\u901a\u3058\u3066\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\uff1a<\/p>\n<p data-line=\"208\" class=\"code-line\">\u30e1\u30ea\u30c3\u30c8:<\/p>\n<ul data-line=\"209\" class=\"code-line\">\n<li data-line=\"209\" class=\"code-line\">\u8a2d\u5b9a\u306e\u7c21\u5358\u3055: \u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u5c11\u306a\u304f\u3066\u3082\u5229\u7528\u53ef\u80fd<\/li>\n<li data-line=\"210\" class=\"code-line\">\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9: 100\u30ec\u30b3\u30fc\u30c9\u30684,200\u30ec\u30b3\u30fc\u30c9\u3067\u8ee2\u9001\u6642\u9593\u304c\u307b\u307c\u540c\u3058\uff08\u7d042\u520630\u79d2\uff09\u3068\u3044\u3046\u7d50\u679c\u304b\u3089\u3001\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u793a\u5506<\/li>\n<li data-line=\"211\" class=\"code-line\">\u9ad8\u3044\u4fe1\u983c\u6027: \u5168\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3067100%\u306e\u6210\u529f\u7387\u3092\u9054\u6210<\/li>\n<li data-line=\"212\" class=\"code-line\">\u904b\u7528\u8ca0\u8377\u306e\u8efd\u6e1b: \u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u306e\u305f\u3081\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30d5\u30ea\u30fc<\/li>\n<\/ul>\n<p data-line=\"214\" class=\"code-line\">\u6ce8\u610f\u70b9:<\/p>\n<ul data-line=\"215\" class=\"code-line\">\n<li data-line=\"215\" class=\"code-line\">\u5236\u9650\u4e8b\u9805: \u8ee2\u9001\u9593\u9694\u306f\u6700\u5c0f15\u5206\u3001Salesforce Bulk API\u5bfe\u5fdc\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u307f\u30b5\u30dd\u30fc\u30c8<\/li>\n<li data-line=\"216\" class=\"code-line\">\u30ab\u30b9\u30bf\u30e0\u30d5\u30a3\u30fc\u30eb\u30c9: \u30b5\u30dd\u30fc\u30c8\u72b6\u6cc1\u306e\u4e8b\u524d\u78ba\u8a8d\u304c\u91cd\u8981<\/li>\n<\/ul>\n<p data-line=\"218\" class=\"code-line\">\u63a8\u5968\u3055\u308c\u308b\u5229\u7528\u30b7\u30ca\u30ea\u30aa:<br \/>\u691c\u8a3c\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u306e\u5229\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\uff1a<\/p>\n<ol data-line=\"221\" class=\"code-line\">\n<li data-line=\"221\" class=\"code-line\">\u5b9a\u671f\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210: \u65e5\u6b21\u30fb\u9031\u6b21\u306e\u30ec\u30dd\u30fc\u30c8\u7528\u30c7\u30fc\u30bf\u8ee2\u9001\n<ul data-line=\"222\" class=\"code-line\">\n<li data-line=\"222\" class=\"code-line\">\u8ee2\u9001\u6642\u9593\u304c\u4e00\u5b9a\u306e\u305f\u3081\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u4e88\u6e2c\u304c\u5bb9\u6613<\/li>\n<\/ul>\n<\/li>\n<li data-line=\"223\" class=\"code-line\">\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4: BI\u30c4\u30fc\u30eb\u3067\u306e\u5206\u6790\u7528\u30c7\u30fc\u30bf\u6e96\u5099\n<ul data-line=\"224\" class=\"code-line\">\n<li data-line=\"224\" class=\"code-line\">\u9ad8\u3044\u6210\u529f\u7387\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3092\u4fdd\u8a3c<\/li>\n<\/ul>\n<\/li>\n<li data-line=\"225\" class=\"code-line\">\u30c7\u30fc\u30bf\u30a2\u30fc\u30ab\u30a4\u30d6: \u9577\u671f\u4fdd\u5b58\u7528\u306e\u30c7\u30fc\u30bf\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\n<ul data-line=\"226\" class=\"code-line\">\n<li data-line=\"226\" class=\"code-line\">\u5c0f\u898f\u6a21\u30c7\u30fc\u30bf\u3067\u306e\u5b89\u5b9a\u3057\u305f\u8ee2\u9001\u6027\u80fd\u3092\u78ba\u8a8d<\/li>\n<\/ul>\n<\/li>\n<li data-line=\"227\" class=\"code-line\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3092\u6c42\u3081\u306a\u3044\u5206\u6790: \u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3088\u308b\u5b9a\u671f\u5206\u6790\n<ul data-line=\"228\" class=\"code-line\">\n<li data-line=\"228\" class=\"code-line\">15\u5206\u9593\u9694\u3067\u306e\u8ee2\u9001\u306b\u3088\u308a\u3001\u6e96\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u304c\u53ef\u80fd<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p data-line=\"230\" class=\"code-line\">\u7d50\u8ad6:<br \/>\u4eca\u56de\u306e\u691c\u8a3c\u306b\u3088\u308a\u3001BigQuery Data Transfer Service for Salesforce\u306f\u671f\u5f85\u4ee5\u4e0a\u306e\u6027\u80fd\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u7279\u306b\u3001100\u30ec\u30b3\u30fc\u30c9\u304b\u30894,200\u30ec\u30b3\u30fc\u30c9\u307e\u3067\u306e\u30c7\u30fc\u30bf\u91cf\u5897\u52a0\u306b\u5bfe\u3057\u3066\u8ee2\u9001\u6642\u9593\u304c\u307b\u307c\u5909\u308f\u3089\u306a\u3044\u3068\u3044\u3046\u7d50\u679c\u306f\u3001\u512a\u308c\u305f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u3067\u3082\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/p>\n<p data-line=\"233\" class=\"code-line\">Salesforce\u304b\u3089BigQuery\u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u691c\u8a0e\u3055\u308c\u3066\u3044\u308b\u65b9\u306b\u306f\u3001\u7a4d\u6975\u7684\u306b\u63a8\u5968\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u7279\u306b\u3001\u5b9a\u671f\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u76ee\u7684\u306e\u5834\u5408\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u975e\u5e38\u306b\u6709\u52b9\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/cloud_ace\/articles\/d1e94088531a35\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3093\u306b\u3061\u306f\u3002\u30af\u30e9\u30a6\u30c9\u30a8\u30fc\u30b9\u682a\u5f0f\u4f1a\u793e \u7b2c\u4e8c\u958b\u767a\u90e8\u306e\u5289\u3067\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001BigQuery Data Transfer Service for Salesforce \u6a5f\u80fd\u3092\u5b9f\u969b\u306b\u691c\u8a3c\u3057\u3001\u8a2d\u5b9a\u624b\u9806\u3084\u5236\u9650\u4e8b\u9805\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac [&hellip;]","protected":false},"author":1,"featured_media":23121,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-23120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BigQuery Data Transfer Service for Salesforce \u3092\u8a66\u3057\u3066\u307f\u305f - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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