{"id":2526,"date":"2022-05-20T15:11:36","date_gmt":"2022-05-20T06:11:36","guid":{"rendered":"https:\/\/www.sowelleber.jp\/beplanning\/?p=2526"},"modified":"2022-05-26T22:36:26","modified_gmt":"2022-05-26T13:36:26","slug":"%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e9%ab%98%e9%80%9f%e5%88%86%e6%9e%90%ef%bc%81%e8%a9%b1%e9%a1%8c%e3%81%ae%e3%80%8cgoogle-bigquery%e3%80%8d%e3%82%92%e5%b0%8e%e5%85%a5","status":"publish","type":"post","link":"https:\/\/www.sowelleber.jp\/beplanning\/content\/%e3%83%93%e3%83%83%e3%82%b0%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e9%ab%98%e9%80%9f%e5%88%86%e6%9e%90%ef%bc%81%e8%a9%b1%e9%a1%8c%e3%81%ae%e3%80%8cgoogle-bigquery%e3%80%8d%e3%82%92%e5%b0%8e%e5%85%a5\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u5206\u6790\uff01\u8a71\u984c\u306e\u300cGoogle BigQuery\u300d\u3092\u5c0e\u5165\u4e8b\u4f8b\u3092\u8e0f\u307e\u3048\u3066\u3054\u7d39\u4ecb\uff01"},"content":{"rendered":"\n<p>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u6d3b\u7528\u306f\u7121\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u3082\u306e\u3067\u3059\u3002\u300c\u81a8\u5927\u306a\u30c7\u30fc\u30bf\uff08\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff09\u306f\u5b9d\u306e\u5c71\u300d\u3068\u8a00\u308f\u308c\u308b\u3088\u3046\u306b\u3001\u9069\u5207\u306b\u5206\u6790\u3092\u884c\u3044\u6d3b\u7528\u3059\u308c\u3070\u65b0\u305f\u306a\u4fa1\u5024\u306e\u5275\u9020\u3084\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u4f55\u7269\u306b\u3082\u4ee3\u3048\u304c\u305f\u3044\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3002<br>\u4eca\u56de\u306f\u305d\u3093\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u300cGoogle BigQuery\u300d\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30c4\u30fc\u30eb\u3068\u306f\u7570\u306a\u3063\u305f\u7279\u5fb4\u3084\u305d\u306e\u5c0e\u5165\u4e8b\u4f8b\u3068\u7d39\u4ecb\u3057\u3066\u3044\u304f\u306e\u3067\u3001\u305c\u3072\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6d3b\u7528\u300d\u3092\u5b9f\u65bd\u3059\u308b\u305f\u3081\u306e\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"toc\"><li>\u3082\u304f\u3058<\/li><li><a href=\"#01\">Google BigQuery\u3068\u306f<\/a><\/li><li><a href=\"#02\">\u4f55\u304c\u51fa\u6765\u308b\u306e\u304b<\/a><ul><li><a href=\"#03\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u9ad8\u901f\u51e6\u7406<\/a><\/li><li><a href=\"#04\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/a><\/li><li><a href=\"#05\">\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a<\/a><\/li><\/ul><\/li><li><a href=\"#06\">\u6df7\u540c\u3055\u308c\u3084\u3059\u3044Google Bigtable\u3068\u306e\u9055\u3044<\/a><\/li><li><a href=\"#07\">\u5c0e\u5165\u4e8b\u4f8b<\/a><ul><li><a href=\"#08\">\u30a4\u30aa\u30f3\u30ea\u30c6\u30fc\u30eb\u682a\u5f0f\u4f1a\u793e<\/a><\/li><li><a href=\"#09\">\u682a\u5f0f\u4f1a\u793eNTT\u30c9\u30b3\u30e2<\/a><\/li><\/ul><\/li><li><a href=\"#10\">Google BigQuery\u306e\u6599\u91d1\u306f\uff1f<\/a><\/li><li><a href=\"#11\">\u307e\u3068\u3081<\/a><\/li><\/ul>\n\n\n\n<h2 id=\"01\">Google BigQuery\u3068\u306f<\/h2>\n\n\n\n<p>Google\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u4e00\u3064\u3067\u3059\u3002<br>\u30af\u30e9\u30a6\u30c9\u578b\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u3044\u3046\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u304c\u4fdd\u7ba1\u3055\u308c\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u304b\u3089<strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u3067\u89e3\u6790\u3059\u308b\u4e8b\u304c\u51fa\u6765\u308b\u30b5\u30fc\u30d3\u30b9<\/strong>\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image no-border-img\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/google-bigquery.png\" alt=\"\" class=\"wp-image-2529\" width=\"375\" height=\"126\" srcset=\"https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/google-bigquery.png 500w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/google-bigquery-300x101.png 300w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/google-bigquery-304x102.png 304w\" sizes=\"(max-width: 375px) 100vw, 375px\" \/><\/figure><\/div>\n\n\n<p>\u672c\u6765Google\u793e\u5185\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u305f\u5927\u898f\u6a21\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u5916\u90e8\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u4f7f\u3048\u308b\u3088\u3046\u306b\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u304c\u3053\u306e\u300cGoogle BigQuery\u300d\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"02\">\u4e00\u4f53\u4f55\u304c\u51fa\u6765\u308b\u306e\u304b<\/h2>\n\n\n\n<p>\u5148\u307b\u3069\u3082\u8a18\u8f09\u3057\u305f\u901a\u308a\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u3067\u5206\u6790\u300d\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3088\u308a\u6709\u76ca\u4e14\u3064\u30b9\u30d4\u30fc\u30c7\u30a3\u30fc\u306b\u60c5\u5831\u3092\u5206\u6790\u51fa\u6765\u308b\u306e\u3067\u3059\u3002<br>\u8981\u70b9\u3092\u62bc\u3055\u3048\u4e00\u3064\u305a\u3064\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"03\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u9ad8\u901f\u51e6\u7406<\/h3>\n\n\n\n<p>\u901a\u5e38\u306e\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308c\u3070TB\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\uff09\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u306b\u306a\u308b\u3068\u30af\u30a8\u30ea\u3092\u884c\u3063\u3066\u3082\u53cd\u5fdc\u304c\u9045\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br>\u3057\u304b\u3057Google BigQuery\u306fTB\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\uff09\u306e\u4e0a\u3001PT\uff08\u30da\u30bf\u30d0\u30a4\u30c8\uff09\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3082\u9ad8\u901f\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u7d043GB\uff08\u30ae\u30ac\u30d0\u30a4\u30c8\uff09\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u8981\u3057\u305f\u6642\u9593\u306f1.2\u79d2\u7a0b\u3068\u9a5a\u304d\u306e\u901f\u3055\u3067\u5206\u6790\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3068\u3082\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u306e\u691c\u7d22\u3092\u76ee\u7684\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u9020\u3082\u30ab\u30e9\u30e0\u578b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3068\u3044\u3046\u5217\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u304c\u3067\u304d\u308b\u69cb\u9020\u3068\u3001\u30c4\u30ea\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u3044\u3046\u30c4\u30ea\u30fc\u4e0a\u306e\u5206\u6563\u4e26\u5217\u51e6\u7406\u3068\u3044\u3046<strong>\u300c\u901f\u3055\u300d\u306b\u7279\u5316\u3057\u305f\u4f5c\u308a<\/strong>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff1c\u30ab\u30e9\u30e0\u578b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\uff1e<br>\u4e00\u822c\u7684\u306a\u901a\u5e38\u884c\u5358\u4f4d\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5217\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3092\u884c\u3046\u306e\u304c\u30ab\u30e9\u30e0\u578b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306e\u7279\u5fb4\u3067\u3059\u3002\u3053\u306e\u5217\u3054\u3068\u306b\u307e\u3068\u3081\u3066\u4fdd\u5b58\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u901a\u4fe1\u56de\u8def\u306e\u6700\u5c0f\u5316\u3068\u9ad8\u3044\u5727\u7e2e\u7387\u3092\u53ef\u80fd\u306b\u3057\u3001\u9ad8\u901f\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff1c\u30c4\u30ea\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1e<br>\u30af\u30a8\u30ea\u3092\u53d7\u3051\u53d6\u308b\u30eb\u30fc\u30c8\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u3001\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u591a\u6570\u306e\u30ea\u30fc\u30d5\u30b5\u30fc\u30d0\u30fc\u306b\u5bfe\u3057\u3066\u3001\u30af\u30a8\u30ea\u304c\u30c4\u30ea\u30fc\u69cb\u9020\u3067\u5e83\u304c\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u3053\u3068\u306b\u3088\u308a\u3001\u5927\u898f\u6a21\u5206\u6563\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u3001\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u9020\u306e\u70ba\u3001<strong>\u672c\u6765\u3067\u3042\u308c\u3070\u51e6\u7406\u306b\u81a8\u5927\u306a\u6642\u9593\u304c\u304b\u304b\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3055\u3048\u3082\u3042\u3063\u3068\u3044\u3046\u9593\u306b\u5206\u6790\u304c\u3067\u304d\u3066\u3057\u307e\u3046<\/strong>\u306e\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image no-border-img\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" src=\"http:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou-1024x342.jpg\" alt=\"\" class=\"wp-image-2539\" width=\"768\" height=\"257\" srcset=\"https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou-1024x342.jpg 1024w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou-300x100.jpg 300w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou-768x257.jpg 768w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou-304x102.jpg 304w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/kouzou.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<h3 id=\"04\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/h3>\n\n\n\n<p>\u6d41\u52d5\u7684\u306b\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001EC\u30b5\u30a4\u30c8\u3067\u306f\u8a2a\u554f\u30e6\u30fc\u30b6\u30fc\u306e\u5404\u7a2e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u5546\u54c1\u306e\u5728\u5eab\u6570\u3084\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u52b9\u679c\u7b49\u306e\u5206\u6790\u3092\u3059\u308b\u3053\u3068\u3067\u30b5\u30a4\u30c8\u8a2d\u8a08\u306e\u6700\u9069\u5316\u3092\u884c\u3063\u305f\u308a\u3001\u30e1\u30c7\u30a3\u30a2\u3067\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u5c65\u6b74\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u6700\u9069\u306a\u95a2\u9023\u8a18\u4e8b\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u30ec\u30b3\u30e1\u30f3\u30c9\u3059\u308b\u306a\u3069\u3001\u9867\u5ba2\u4f53\u9a13\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u30b9\u30c8\u30ea\u30fc\u30e0\u5206\u6790\u3068\u3082\u547c\u3070\u308c\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u53d6\u5f97\u3057\u51e6\u7406\u3059\u308b\u5206\u6790\u65b9\u6cd5\u3067\u3059\u304c\u3001\u3053\u306e\u5206\u6790\u306f\u5c0f\u3055\u306a\u30b5\u30a4\u30ba\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306e\u304c\u4e00\u822c\u7684\u3067\u3057\u305f\u3002<br>\u3057\u304b\u3057Google BigQuery\u306f\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u9ad8\u901f\u51e6\u7406\u304c\u53ef\u80fd\u306a\u70ba\u3001<strong>\u9bae\u5ea6\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3067\u304d\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u30b9\u30d4\u30fc\u30c9\u3068\u6b63\u78ba\u6027\u3092\u683c\u6bb5\u306b\u9ad8\u3081\u308b\u3053\u3068\u3092\u53ef\u80fd<\/strong>\u306b\u3057\u305f\u306e\u3067\u3059\u3002<br>\u307e\u305f\u3001Google BigQuery\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u60c5\u5831\u3092\u5143\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u884c\u3046\u3053\u3068\u306b\u3088\u308a\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u4e88\u6e2c\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u3082\u53ef\u80fd\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 id=\"05\">\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a<\/h3>\n\n\n\n<p>Google BigQuery\u306f\u540c\u3058Google\u793e\u306e\u30b5\u30fc\u30d3\u30b9\uff08Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3084Google\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306a\u3069\uff09\u3068\u306e\u9023\u643a\u3082\u30b9\u30e0\u30fc\u30ba\u3067\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u4e8b\u304c\u53ef\u80fd\u3067\u3059\u3002\u3082\u3061\u308d\u3093Google\u793e\u4ee5\u5916\u306eSalesforce\u3084Tableau\u3068\u306e\u9023\u643a\u3082\u53ef\u80fd\u306a\u306e\u3067\u3001\u76f4\u611f\u7684\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3092\u884c\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<br>\u307e\u305f\u3001Google BigQuery ML\u3068\u3044\u3046\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u57fa\u790e\u7684\u306aSQL\u306e\u77e5\u8b58\u3055\u3048\u3042\u308c\u3070\u9ad8\u54c1\u8cea\u306a\u30ab\u30b9\u30bf\u30e0\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u4e8b\u304c\u3067\u304d\u308b<\/strong>\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5c02\u9580\u77e5\u8b58\u304c\u7121\u304f\u3066\u3082\u6271\u3048\u308b\u305f\u3081\u3001\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u4eba\u6750\u3067\u3082\u5c11\u3057\u306e\u77e5\u8b58\u304c\u3042\u308c\u3070\u6d3b\u7528\u53ef\u80fd\u3067\u3042\u308a\u3001\u306a\u304a\u304b\u3064\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u9023\u643a\u3067\u304d\u308b\u4e8b\u304c\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u5c0e\u5165\u3059\u308b\u7406\u7531\u306e\u4e00\u3064\u306b\u3082\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"06\">\u6df7\u540c\u3055\u308c\u3084\u3059\u3044Google Bigtable\u3068\u306e\u9055\u3044<\/h2>\n\n\n\n<p>\u300cGoogle BigQuery\u300d\u306e\u5c0e\u5165\u3092\u8003\u3048\u305f\u6642\u306b\u300cGoogle Bigtable\u300d\u3068\u3069\u3061\u3089\u3092\u6d3b\u7528\u3059\u308c\u3070\u826f\u3044\u306e\u304b\u8ff7\u3063\u3066\u3057\u307e\u3046\u62c5\u5f53\u8005\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Google Bigtable\u3068\u306f\u5927\u91cf\u306a\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u53d6\u308a\u3084\u66f8\u304d\u53d6\u308a\u3092\u884c\u3046\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u305fNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u3067\u3082\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\uff08\u901a\u4fe1\u901f\u5ea6\uff09\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\uff08\u51e6\u7406\u901f\u5ea6\uff09\u3092\u7dad\u6301\u3059\u308b\u3082\u306e\u306e\u3001NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u306b\u5236\u9650\u304c\u639b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001Google Bigtable\u306f\u30d5\u30eb\u30b5\u30a4\u30ba\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u3067\u8aad\u307f\u53d6\u308a\u30fb\u66f8\u304d\u53d6\u308a\u3092\u884c\u3046\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u884c\u3046\u969b\u306b\u305d\u306e\u80fd\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Google BigQuery\u306f\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3001\u683c\u7d0d\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u3092\u7c21\u7d20\u5316\u3059\u308b\u76ee\u7684\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001SQL\u306b\u3088\u308b\u6bd4\u8f03\u7684\u8907\u96d1\u306a\u30af\u30a8\u30ea\u304c\u304b\u3051\u3089\u308c\u308b\u3053\u3068\u304c\u5927\u304d\u306a\u9055\u3044\u3067\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6271\u3044\u306a\u304c\u3089\u5927\u898f\u6a21\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u5206\u6790\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u5206\u6790\u51e6\u7406\uff08OLAP\uff09\u3001\u3055\u3089\u306b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u3082\u3067\u304d\u308b\u306e\u306fGoogle BigQuery\u306a\u3089\u3067\u306f\u306e\u9b45\u529b\u3067\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image no-border-img\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" src=\"http:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto-1024x538.jpg\" alt=\"\" class=\"wp-image-2531\" width=\"768\" height=\"404\" srcset=\"https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto-1024x538.jpg 1024w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto-300x158.jpg 300w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto-768x403.jpg 768w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto-304x160.jpg 304w, https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/dekirukoto.jpg 1200w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<p><strong>Google Bigtable\u306f\u30d5\u30eb\u30b5\u30a4\u30ba\u30c7\u30fc\u30bf\u306e\u63d0\u4f9b\u3084\u51e6\u7406\u306b\u304a\u3044\u3066\u3001Google BigQuery\u306f\u5206\u6790\u30fb\u30af\u30a8\u30ea\u5b9f\u884c\u306b\u304a\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u306e\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u308b<\/strong>\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 id=\"07\">\u5c0e\u5165\u4e8b\u4f8b<\/h2>\n\n\n\n<p>\u305d\u3093\u306a\u300cGoogle BigQuery\u300d\u306f\u73fe\u5728\u65e2\u306b\u591a\u304f\u306e\u4f01\u696d\u3067\u5c0e\u5165\u3055\u308c\u3066\u304a\u308a\u3001\u69d8\u3005\u306a\u6240\u3067\u6210\u679c\u3092\u3042\u3052\u3066\u3044\u307e\u3059\u3002\u305d\u3093\u306a\u4e8b\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"08\">\u30a4\u30aa\u30f3\u30ea\u30c6\u30fc\u30eb\u682a\u5f0f\u4f1a\u793e<\/h3>\n\n\n\n<p>\u5927\u624b\u7dcf\u5408\u30b9\u30fc\u30d1\u30fc\u300c\u30a4\u30aa\u30f3\u300d\u3092\u904b\u55b6\u3059\u308b\u30a4\u30aa\u30f3\u30ea\u30c6\u30fc\u30eb\u682a\u5f0f\u4f1a\u793e\u3067\u306f\u3001\u8fd1\u5e74\u3088\u308a\u4e00\u5c64\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u7d4c\u55b6\u306b\u529b\u3092\u5165\u308c\u3066\u3044\u307e\u3059\u3002\u7dcf\u5e97\u8217\u6570396\u5e97\u8217\u3001\u5e74\u9593\u6570\u5104\u4eba\u3068\u3044\u3046\u5927\u91cf\u306e\u9867\u5ba2\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u5206\u6790\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30a2\u30d7\u30ea\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092Google Cloud\u4e0a\u306b\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\uff1c\u8ab2\u984c\uff1e<br>\u958b\u767a\u3055\u308c\u305f\u30a2\u30d7\u30ea\u306f\u904b\u7528\u958b\u59cb\u304b\u3089\u6570\u304b\u6708\u3067\u30e6\u30fc\u30b6\u30fc\u6570\u304c20\u4e07\u300130\u4e07\u4eba\u3068\u6025\u6fc0\u306b\u5897\u52a0\u3057\u3066\u3044\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u5f53\u521d\u958b\u767a\u6642\u306b\u6d3b\u7528\u3057\u3066\u3044\u305fASP\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\uff09\u304c\u3053\u306e\u4f1a\u54e1\u6570\u3092\u634c\u304d\u304d\u308c\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<br>\u7d50\u679c1 \u3064\u306e\u30c7\u30fc\u30bf\u5206\u6790\u306b30\uff5e40 \u79d2\u3082\u639b\u304b\u3063\u3066\u3057\u307e\u3044\u3001\u8907\u6570\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c\u3059\u308b\u3068\u51e6\u7406\u306b\u81a8\u5927\u306a\u6642\u9593\u304c\u639b\u304b\u308a\u3001\u5b8c\u4e86\u306f\u6b21\u306e\u65e5\u306e\u671d\u3001\u3001\u306a\u3093\u3066\u53ef\u80fd\u6027\u3082\u51fa\u3066\u304d\u3066\u3057\u307e\u3063\u305f\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\uff1c\u5c0e\u5165\u3057\u3066\uff1e<br>Google BigQuery \u306b\u79fb\u884c\u3057\u305f\u5f8c\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306f\u308f\u305a\u304b 5 \u79d2\u7a0b\u5ea6\u3067\u7d42\u308f\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u30c8\u30e9\u30a4\uff06\u30a8\u30e9\u30fc\u304c\u3057\u3084\u3059\u304f\u306a\u3063\u305f\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u89d2\u5ea6\u3067\u3044\u308d\u3044\u308d\u306a\u5206\u6790\u3092\u30af\u30a4\u30c3\u30af\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u305d\u3046\u3067\u3059\u3002<br>\u8907\u6570\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30d1\u30e9\u30ec\u30eb\u3067\u56de\u3057\u3066\u3082\u308f\u305a\u304b 20\u301c30 \u5206\u7a0b\u5ea6\u3067\u51e6\u7406\u304c\u5b8c\u4e86\u3002\u73fe\u5728\u306f\u96c6\u8a08\u306e\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc\u6570\u304c 400 \u4e07\u4eba\u4ee5\u4e0a\u3001\u30ec\u30b3\u30fc\u30c9\u3082 2,000 \u4e07\u306b\u307e\u3067\u5897\u52a0\u3057\u3066\u304a\u308a\u3001\u3055\u3089\u306b\u5f53\u6642\u306e\u6570\u500d\u3068\u306a\u308b 20\u301c30 \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u56de\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u5168\u3066\u3092\u5408\u308f\u305b\u3066\u3082 1 \u6642\u9593\u534a\u304f\u3089\u3044\u3067\u7d42\u308f\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001Google BigQuery\u3092\u5c0e\u5165\u3057\u5f37\u307f\u306e\u4e00\u3064\u3067\u3042\u308b\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u9ad8\u901f\u51e6\u7406\u300d\u3092\u3046\u307e\u304f\u6d3b\u304b\u3057\u3066\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30fb\u5206\u6790\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u305f\u6210\u529f\u4e8b\u4f8b\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"has-small-font-size\">\u25bc\u53c2\u8003\u30fb\u5f15\u7528\uff1a\u30a4\u30aa\u30f3\u30ea\u30c6\u30fc\u30eb_\u5e74\u9593\u306e\u3079\u6570\u5104\u4eba\u306e\u304a\u5ba2\u3055\u307e\u304c\u751f\u307f\u51fa\u3059\u81a8\u5927\u306a\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092 Google BigQuery \u306b\u3088\u3063\u3066\u9ad8\u901f\u306b\u5206\u6790\u30fb\u6d3b\u7528<br><a href=\"https:\/\/cloud.google.com\/blog\/ja\/topics\/customers\/aeonretail-analyzing-purchase-data-at-high-speed-with-bigquery\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/cloud.google.com\/blog\/ja\/topics\/customers\/aeonretail-analyzing-purchase-data-at-high-speed-with-Google BigQuery<\/a><\/p>\n\n\n\n<h3 id=\"09\">\u682a\u5f0f\u4f1a\u793eNTT\u30c9\u30b3\u30e2<\/h3>\n\n\n\n<p>\u56fd\u5185\u306e\u643a\u5e2f\u96fb\u8a71\u5951\u7d04\u4ef6\u6570 8,300 \u4e07\u4ef6\uff082021 \u5e749 \u6708\u672b\u6642\u70b9\uff09\u3092\u8d85\u3048\u308b\u901a\u4fe1\u4e8b\u696d\u3092\u4e2d\u5fc3\u306b\u30b5\u30fc\u30d3\u30b9\u5c55\u958b\u3092\u884c\u3046\u682a\u5f0f\u4f1a\u793eNTT\u30c9\u30b3\u30e2\u3002\u652f\u6255\u3044\u306b\u3082\u4f7f\u3048\u308b\uff44\u30dd\u30a4\u30f3\u30c8\u3084\u30af\u30fc\u30dd\u30f3\u60c5\u5831\u3084\u5185\u5916\u306e\u30cb\u30e5\u30fc\u30b9\u3001\u30b9\u30dd\u30fc\u30c4\u30fb\u30a8\u30f3\u30bf\u30e1\u7b49\u306e\u60c5\u5831\u30b5\u30fc\u30d3\u30b9\u300e\u30de\u30a4\u30de\u30ac\u30b8\u30f3\u300f\u3092\u904b\u55b6\u3057\u3066\u3044\u307e\u3059<\/p>\n\n\n\n<p>\uff1c\u8ab2\u984c\uff1e<br>\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30ec\u30ac\u30b7\u30fc\u306a\u69cb\u6210\u3067\u3001\u8a18\u4e8b\u306e\u4e2d\u304b\u3089\u597d\u307f\u306e\u8a18\u4e8b\u3092\u5bb9\u6613\u306b\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u6a5f\u80fd\u3084\u3001\u6c17\u306b\u306a\u3063\u305f\u8a18\u4e8b\u3092\u4fdd\u5b58\u3067\u304d\u308b\u304a\u6c17\u306b\u5165\u308a\u6a5f\u80fd\u3001\u3055\u3089\u306b\u30ec\u30b3\u30e1\u30f3\u30c9 \u30a8\u30f3\u30b8\u30f3\u7b49\u306e\u6a5f\u80fd\u304c\u5bc6\u7d50\u5408\u3059\u308b\u30e2\u30ce\u30ea\u30b7\u30c3\u30af\u3067\u5de8\u5927\u306a\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<br>\u305d\u306e\u305f\u3081\u3001\u53d6\u5f97\u3059\u308b\u60c5\u5831\u306e\u8ffd\u52a0\u3084 UI \u306e\u5909\u66f4\u306a\u3069\u3092\u884c\u3046\u969b\u3001\u90fd\u5ea6\u5e83\u7bc4\u56f2\u306a\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3001\u3055\u3089\u306b\u5229\u7528\u8005\u306e\u30ed\u30b0\u5206\u6790\u306b\u3082\u591a\u304f\u306e\u6642\u9593\u304c\u639b\u304b\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u3067\u3001\u591a\u69d8\u306a\u30d3\u30b8\u30cd\u30b9\u5909\u5316\u3084\u5229\u7528\u8005\u306e\u30cb\u30fc\u30ba\u306b\u8fc5\u901f\u304b\u3064\u67d4\u8edf\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u304f\u306a\u3063\u3066\u3044\u305f\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p>\uff1c\u5c0e\u5165\u3057\u3066\uff1e<br>Google BigQuery\u306e\u6d3b\u7528\u306b\u3088\u308a\u3053\u308c\u307e\u3067\u6642\u9593\u304c\u639b\u304b\u3063\u3066\u3044\u305f\u30ed\u30b0\u5206\u6790\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u884c\u3046\u4e8b\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u65bd\u7b56\u3084 A\/B \u30c6\u30b9\u30c8\u306e\u7d50\u679c\u304c\u8fc5\u901f\u306b\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u9ad8\u901f\u306b PDCA \u3092\u56de\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u3002<br>Google BigQuery\u306f\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u304c\u53ef\u80fd\u3067\u3001\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u65bd\u7b56\u3092\u5bb9\u6613\u306b\u7b56\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6700\u9069\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u51fa\u6765\u3066\u3044\u308b\u3053\u3068\u3082\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u3060\u305d\u3046\u3067\u3059\u3002<br>\u3053\u308c\u306f\u3001Google BigQuery\u3092\u5c0e\u5165\u3057\u5f37\u307f\u306e\u4e00\u3064\u3067\u3042\u308b\u300c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u300d\u3092\u3046\u307e\u304f\u6d3b\u304b\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5229\u7528\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u628a\u63e1\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u30e1\u30c7\u30a3\u30a2\u3068\u3057\u3066\u304a\u5ba2\u69d8\u306b\u63d0\u4f9b\u3067\u304d\u308b\u4fa1\u5024\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u51fa\u6765\u305f\u6210\u529f\u4f8b\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"has-small-font-size\">\u25bc\u53c2\u8003\u30fb\u5f15\u7528\uff1aNTT\u30c9\u30b3\u30e2_\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3068\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3067\u4fa1\u5024\u5275\u51fa\u3084\u6539\u5584\u6d3b\u52d5\u306b\u96c6\u4e2d\u3067\u304d\u308b\u74b0\u5883\u3092\u5b9f\u73fe<br><a href=\"https:\/\/cloud.google.com\/blog\/ja\/topics\/customers\/ntt-docomo-creating-value-through-managed-services-and-microservices\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/cloud.google.com\/blog\/ja\/topics\/customers\/ntt-docomo-creating-value-through-managed-services-and-microservices<\/a><\/p>\n\n\n\n<h2 id=\"10\">Google BigQuery\u5c0e\u5165\u306e\u30b9\u30c6\u30c3\u30d7\u3010\u6599\u91d1\u3011<\/h2>\n\n\n\n<p>\u300cGoogle BigQuery\u300d\u306e\u30e1\u30ea\u30c3\u30c8\u306e\u4e00\u3064\u3068\u3057\u3066\u4f4e\u30b3\u30b9\u30c8\u3092\u3042\u3052\u308b\u4eba\u3082\u591a\u304f\u3044\u307e\u3059\u3002\u300cGoogle BigQuery\u300d\u306e\u6599\u91d1\u8a2d\u5b9a\u306e\u7279\u5fb4\u306f\u3001\u30af\u30a8\u30ea\u3054\u3068\u306e\u6599\u91d1\u8a2d\u5b9a\u3084\u3001\u30c7\u30fc\u30bf\u4fdd\u5b58\u6599\u306b\u5bfe\u3059\u308b\u8cbb\u7528\u8a2d\u5b9a\u3092\u884c\u3046\u3068\u3044\u3063\u305f\u72ec\u7279\u306a\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3>\u30fb\u5206\u6790\u6599\u91d1<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table><tbody><tr><td>\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3<\/td><td>\u6599\u91d1<\/td><td>\u8a73\u7d30<\/td><\/tr><tr><td>\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u633f\u5165<\/td><td>$0.012 (\u7d041.5\u5186)&nbsp;\/ 200 MB<\/td><td>\u633f\u5165\u306b\u6210\u529f\u3057\u305f\u884c\u304c\u8ab2\u91d1\u5bfe\u8c61\u3002\u6700\u5c0f\u30b5\u30a4\u30ba\u306f 1 KB \u3067\u3001\u5404\u884c\u304c\u8a08\u7b97\u3055\u308c\u308b\u3002<\/td><\/tr><tr><td>\u30af\u30a8\u30ea\uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\uff09<\/td><td>$6.00 (\u7d04765.84\u5186)&nbsp;\/ TB<\/td><td>\u6bce\u6708 1 TB \u307e\u3067\u7121\u6599\u3002<\/td><\/tr><tr><td>\u30af\u30a8\u30ea\uff08\u79d2\u5358\u4f4d\u306e Flex Slots\uff09<\/td><td>$4.80 (\u7d04612.67\u5186)&nbsp;\/ 100 slots<\/td><td>1\u30ab\u6708\u5f53\u305f\u308a$3504\u305d\u306e\u5f8c\u306f\u3044\u3064\u3067\u3082 Flex Slots \u3092\u30ad\u30e3\u30f3\u30bb\u30eb\u53ef\u80fd\u3002<\/td><\/tr><tr><td>\u30af\u30a8\u30ea\uff08\u6708\u5b9a\u984d\uff09<\/td><td>$2,400 (\u7d04306,336\u5186)&nbsp;\/ 100 slots<\/td><td>\u8ffd\u52a0\u306f100\u30b9\u30ed\u30c3\u30c8\u5358\u4f4d\u3067\u8cfc\u5165\u53ef\u80fd\u3002<\/td><\/tr><tr><td>\u30af\u30a8\u30ea\uff08\u5e74\u5b9a\u984d\uff09<\/td><td>$2,040 (\u7d04260,385.60\u5186)&nbsp;\/ 100 slots<\/td><td>\u8ffd\u52a0\u306f100\u30b9\u30ed\u30c3\u30c8\u5358\u4f4d\u3067\u8cfc\u5165\u53ef\u80fd\u3002<\/td><\/tr><\/tbody><\/table><figcaption>\u203b2022\u5e744\u6708\u672b\u73fe\u5728\u306e\u8a18\u8f09\u4fa1\u683c\uff08\u65e5\u672c\u5186\u63db\u7b972022\u5e744\u670827\u65e5 4:38 UTC\uff09<br>\u5f15\u7528\uff1ahttps:\/\/cloud.google.com\/Google BigQuery\/pricing\/?hl=ja#storage<br><\/figcaption><\/figure>\n\n\n\n<h3>\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table><tbody><tr><td>\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3<\/td><td>\u6599\u91d1<\/td><td>\u8a73\u7d30<\/td><\/tr><tr><td>\u30a2\u30af\u30c6\u30a3\u30d6\u30b9\u30c8\u30ec\u30fc\u30b8<\/td><td>$0.023 (\u7d042.94\u5186)&nbsp;\/ GB<\/td><td>\u6bce\u670810GB\u307e\u3067\u7121\u6599\u3002<\/td><\/tr><tr><td>\u9577\u671f\u4fdd\u5b58<\/td><td>$0.016 (\u7d042.04\u5186)&nbsp;\/ GB<\/td><td>\u6bce\u670810 GB\u307e\u3067\u7121\u6599\u3002<\/td><\/tr><tr><td>Google BigQuery Storage API<\/td><td>$1.10 (\u7d04140.40\u5186)&nbsp;\/ TB<\/td><td>Google BigQuery Storage API\u306f\u7121\u6599\u67a0\u306b\u542b\u307e\u308c\u307e\u305b\u3093\u3002\u203b\u7c73\u56fd\uff08\u30de\u30eb\u30c1\u30ea\u30fc\u30b8\u30e7\u30f3\uff09\u306e\u5834\u5408<\/td><\/tr><\/tbody><\/table><figcaption>\u203b2022\u5e744\u6708\u672b\u73fe\u5728\u306e\u8a18\u8f09\u4fa1\u683c\uff08\u65e5\u672c\u5186\u63db\u7b972022\u5e744\u670827\u65e5 4:38 UTC\uff09<br>\u5f15\u7528\uff1ahttps:\/\/cloud.google.com\/Google BigQuery\/pricing\/?hl=ja#storage<\/figcaption><\/figure>\n\n\n\n<p>\u901a\u5e38\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8ab2\u91d1\u65b9\u6cd5\u306f1\u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u5229\u7528\u3057\u305f\u6642\u9593\u5206\u306e\u8ab2\u91d1\u304c\u4e00\u822c\u7684\u3067\u3059\u304c\u3001Google BigQuery\u306e\u5834\u5408\u306f\u30c7\u30fc\u30bf\u91cf\u306b\u5bfe\u3057\u3066\u306e\u8ab2\u91d1\u30b7\u30b9\u30c6\u30e0\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u3055\u3089\u306b\u3001\u4e0a\u8a18\u3067\u8a18\u8f09\u3057\u305f\u64cd\u4f5c\u4ee5\u5916\u3067\u6599\u91d1\u304c\u767a\u751f\u3057\u306a\u3044\u70ba\u3001\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u3084\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u306a\u3069\uff08\u4e0b\u8a18\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u306f<strong>\u4fdd\u5b58\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u4f7f\u7528\u7b49\u304c\u767a\u751f\u3057\u306a\u3044\u5834\u5408\u306f\u57fa\u672c\u7684\u306b\u7121\u6599\u3067\u884c\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059<\/strong>\u3002<\/p>\n\n\n\n<ul><li>\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f<\/li><li>\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc<\/li><li>\u30c7\u30fc\u30bf\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/li><li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u524a\u9664<\/li><li>\u30c6\u30fc\u30d6\u30eb\u3001\u30d3\u30e5\u30fc\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u95a2\u6570\u306e\u524a\u9664<\/li><li>\u30e1\u30bf\u30c7\u30fc\u30bf \u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3<\/li><li>\u7591\u4f3c\u5217\u306e\u8aad\u307f\u53d6\u308a<\/li><li>\u30e1\u30bf\u30c6\u30fc\u30d6\u30eb\u306e\u8aad\u307f\u53d6\u308a<\/li><li>\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570\uff08UDF\uff09<\/li><\/ul>\n\n\n\n<p>\u30af\u30a8\u30ea\uff08\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\uff09\u3084\u30b9\u30c8\u30ec\u30fc\u30b8\u3082\u6bce\u6708\u306e\u7121\u6599\u67a0\u304c\u3042\u308b\u70ba\u3001Google BigQuery\u306f\u3068\u3066\u3082\u4f4e\u4fa1\u683c\u3067\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u304c\u306f\u3058\u3081\u3089\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"11\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u4eca\u56de\u3054\u7d39\u4ecb\u3057\u305f\u300cGoogle Google BigQuery\u300d\u306f\u6271\u3044\u3084\u3059\u3044\u3046\u3048\u306b\u9ad8\u6027\u80fd\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30b3\u30b9\u30c8\u3082\u6291\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u3042\u307e\u308a\u99b4\u67d3\u307f\u306e\u306a\u3044\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u62c5\u5f53\u8005\u3082\u30cf\u30fc\u30c9\u30eb\u4f4e\u304f\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<br>\u307e\u305f\u30012020\u5e74\u306e\u590f\u306bAmazon\u793e\u306e\u300cAWS\u300d\u3001Microsoft\u793e\u306e\u300cAzure\u300d\u306a\u3069\u306e\u5916\u90e8\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u3042\u308b\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066BigQuery\u306b\u3088\u308b\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u5206\u6790\u306e\u300eGoogle BigQuery Omni\u300f\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002<br>\u3055\u3089\u306b\u53d6\u308a\u6271\u3044\u51fa\u6765\u308b\u30c7\u30fc\u30bf\u304c\u5897\u3048\u305f\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u305d\u306e\u5229\u4fbf\u6027\u3082\u66f4\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e2\u306bGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u304a\u6301\u3061\u306e\u62c5\u5f53\u8005\u3082\u591a\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br>\u305d\u3053\u304b\u3089\u30b9\u30b0\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001<strong>\u5c11\u3057\u306e\u30b3\u30b9\u30c8\u3068\u5c11\u3057\u306e\u77e5\u8b58\u3067\u8ab0\u3067\u3082\u30b9\u30b0\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u3092\u884c\u3048\u308b\u306e\u304cGoogle BigQuery\u306e\u5927\u304d\u306a\u9b45\u529b<\/strong>\u306e\u4e00\u3064\u3067\u3059\u3002<br><span style=\"text-decoration: underline;\">\u5e83\u544a\u3084\u8ca9\u4fc3\u3067\u306e\u6d3b\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u30b3\u30b9\u30c8\u30c0\u30a6\u30f3\u3084\u696d\u52d9\u52b9\u7387\u5316\u306b\u3082\u5927\u304d\u306a\u8ca2\u732e\u3092\u3057\u3066\u304f\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u306a\u306e\u3067\u305c\u3072\u3001Google Google BigQuery\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n\n\n\n<p>\u30bd\u30fc\u30a6\u30a7\u30eb\u30d0\u30fc\u3067\u306f\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30b5\u30a4\u30c8\u5206\u6790\u30c4\u30fc\u30eb\u300cVALIS-Cockpit\u300d\u3068\u3044\u3046\u5206\u6790\u30c4\u30fc\u30eb\u3092\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cGoogle BigQuery\u300d\u306e\u3088\u3046\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u3042\u308a\u3001\u306a\u304a\u304b\u3064\u5206\u6790\u3067\u304d\u308b\u72b6\u614b\u304c\u6574\u3063\u3066\u3044\u3066\u3082\u3001\u660e\u78ba\u306a\u76ee\u7684\u3092\u6301\u3063\u3066\u5206\u6790\u3092\u884c\u3044\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3078\u306e\u6b63\u3057\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u308f\u306a\u3051\u308c\u3070\u826f\u3044\u7d50\u679c\u306b\u306f\u7e4b\u304c\u308a\u307e\u305b\u3093\u3002<br>\u300cVALIS-Cockpit\u300d\u3067\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u65e5\u5e38\u7684\u306aWeb\u884c\u52d5\u3092\u4eba\u306e\u6063\u610f\u304c\u5165\u308b\u3053\u3068\u306a\u304f\u304cAI\uff08Valis-Engine\u203b\uff09\u304c\u5206\u6790\u3057\u3001\u9867\u5ba2\u306e\u7279\u5fb4\/\u8208\u5473\u3084\u8cb4\u793e\u30b5\u30a4\u30c8\u306e\u300c\u5916\u3067\u300d\u30e6\u30fc\u30b6\u30fc\u304c\u300c\u3069\u3053\u3067\/\u4f55\u3092\u300d\u3057\u3066\u3044\u308b\u304b\u53ef\u8996\u5316\u3057\u307e\u3059\u3002<br>\u7279\u5fb4\u62bd\u51fa\u3084\u6bd4\u8f03\u5206\u6790\u3092\u884c\u3046\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30b5\u30a4\u30c8\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3067\u65b0\u305f\u306a\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u4e00\u624b\u3092\u4e00\u7dd2\u306b\u63a2\u3059\u304a\u624b\u4f1d\u3044\u3092\u81f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-container-1 is-horizontal is-content-justification-center wp-block-buttons\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background\" href=\"https:\/\/www.sowelleber.jp\/beplanning\/service\/valis-cockpit\/\" style=\"background-color:#3a3a3a\">VALIS-Cockpit\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089<\/a><\/div>\n<\/div>\n\n\n\n<p><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3044\u3066\u30c7\u30fc\u30bf\u6d3b\u7528\u306f\u7121\u304f\u3066\u306f\u306a\u3089\u306a\u3044\u3082\u306e\u3067\u3059\u3002\u300c\u81a8\u5927\u306a\u30c7\u30fc\u30bf\uff08\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\uff09\u306f\u5b9d\u306e\u5c71\u300d\u3068\u8a00\u308f\u308c\u308b\u3088\u3046\u306b\u3001\u9069\u5207\u306b\u5206\u6790\u3092\u884c\u3044\u6d3b\u7528\u3059\u308c\u3070\u65b0\u305f\u306a\u4fa1\u5024\u306e\u5275\u9020\u3084\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u4f55\u7269\u306b\u3082\u4ee3\u3048\u304c\u305f\u3044\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3002\u4eca\u56de\u306f\u305d\u3093 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2527,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[10],"tags":[17,19],"jetpack_featured_media_url":"https:\/\/www.sowelleber.jp\/beplanning\/wp-content\/uploads\/f51032ae2fa828e9321f87244b17a5e1.jpg","_links":{"self":[{"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/posts\/2526"}],"collection":[{"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/comments?post=2526"}],"version-history":[{"count":17,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/posts\/2526\/revisions"}],"predecessor-version":[{"id":2554,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/posts\/2526\/revisions\/2554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/media\/2527"}],"wp:attachment":[{"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/media?parent=2526"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/categories?post=2526"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sowelleber.jp\/beplanning\/wp-json\/wp\/v2\/tags?post=2526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}