{"id":363,"date":"2019-05-14T00:00:58","date_gmt":"2019-05-14T09:00:58","guid":{"rendered":"https:\/\/www.ishikawasekkei.com\/?p=363"},"modified":"2019-05-15T18:55:09","modified_gmt":"2019-05-16T03:55:09","slug":"bigquery-load-2","status":"publish","type":"post","link":"https:\/\/www.ishikawasekkei.com\/index.php\/2019\/05\/14\/bigquery-load-2\/","title":{"rendered":"BigQuery\u3078\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3059\u308b\u306b\u306f[2\/2]"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u3000\u524d\u56de\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u306e\u7d9a\u304d\u3067\u3059\u3002\u3084\u3063\u3068Google Cloud SDK\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305f\u3068\u3053\u308d\u307e\u3067\u66f8\u304d\u307e\u3057\u305f\u3002<a href=\"https:\/\/cloud.google.com\/bigquery\/quickstart-command-line?hl=ja\">bq \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3 \u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8<\/a>\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u306b\u306fBigQuery API\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"155\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-19-1024x155.png\" alt=\"\" data-id=\"364\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=364\" class=\"wp-image-364\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-19-1024x155.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-19-300x45.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-19-768x116.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-19.png 1273w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u300cAPI\u3092\u6709\u52b9\u306b\u3059\u308b\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"919\" height=\"396\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-20-1.png\" alt=\"\" data-id=\"367\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=367\" class=\"wp-image-367\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-20-1.png 919w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-20-1-300x129.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-20-1-768x331.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u4e0a\u8a18\u306eGCP\u306e\u30da\u30fc\u30b8\u3078\u9077\u79fb\u3057\u307e\u3057\u305f\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u9078\u3076\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"955\" height=\"571\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-21.png\" alt=\"\" data-id=\"368\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=368\" class=\"wp-image-368\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-21.png 955w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-21-300x179.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-21-768x459.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000BigQuery API\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u8a2d\u5b9a\u3059\u308b\u3088\u3046\u3067\u3059\u306d\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3054\u3068\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u3061\u3089\u306f\u4e0d\u660e\u3067\u3059\u306d\u3047\u3002\u3068\u308a\u3042\u3048\u305a\u4eca\u56de\u306e\u305f\u3081\u306b\u4f5c\u3063\u305f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08BigQuery challenge 2019)\u3092\u9078\u629e\u3057\u3066\u3001\u300c\u7d9a\u884c\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u5de6\u4e0b\u306b\u300cAPI\u3092\u6709\u52b9\u306b\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u3044\u3046\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u304c\u3067\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u8868\u793a\u306b\u304b\u308f\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-4 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"961\" height=\"283\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-22.png\" alt=\"\" data-id=\"369\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=369\" class=\"wp-image-369\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-22.png 961w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-22-300x88.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-22-768x226.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u306a\u308b\u307b\u3069\u3001API\u306f\u6709\u52b9\u3067\u3057\u305f\u304b\u3002\u6b21\u306f\u3001\u9069\u5207\u306a\u8a8d\u8a3c\u60c5\u5831\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u300c\u8a8d\u8a3c\u60c5\u5831\u306b\u9032\u3080\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-5 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"529\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-23-1024x529.png\" alt=\"\" data-id=\"370\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=370\" class=\"wp-image-370\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-23-1024x529.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-23-300x155.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-23-768x397.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-23.png 1963w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u304a\u304a\uff5e\u3001\u3053\u308c\u306f\u306a\u3093\u3060\u304b\u96e3\u3057\u305d\u3046\u3067\u3059\u306d\u3047\u3002\u3042\u3001\u3067\u3082\u3001\u304a\u624b\u4f1d\u3044\u3057\u3066\u3044\u305f\u3060\u3051\u308b\u3088\u3046\u3067\u3059\u3002\u4f7f\u7528\u3059\u308bAPI\u306f\u3001\u300cBigQuery API\u300d\u304c\u30bb\u30c3\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u308c\u3067\u554f\u984c\u306a\u3044\u3067\u3057\u3087\u3046\u306d\u3002App Engine\u307e\u305f\u306fCompute Engine\u3067\u3053\u306eAPI\u3092\u4f7f\u7528\u3059\u308b\u4e88\u5b9a\u3001\u3042\u308b\u306e\u304b\u306a\u3041\u3002\u3002\u3002\u5c06\u6765\u7684\u306b\u306f\u3001App Engine\u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u3063\u3066\u3001BigQuery\u306e\u30c7\u30fc\u30bf\u3092\u547c\u3073\u51fa\u3057\u3066\u4f7f\u3044\u305f\u3044\u304b\u3089\u3001\u300c\u306f\u3044\u30011\u3064\u307e\u305f\u306f\u4e21\u65b9\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u300d\u3092\u9078\u629e\u3059\u3079\u304d\u304b\u3001\u4eca\u56de\u306e\u30c6\u30fc\u30de\u306f\u3042\u304f\u307e\u3067\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3060\u304b\u3089\u3001\u300c\u3044\u3044\u3048\u3001\u4f7f\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u300d\u3092\u9078\u3076\u3079\u304d\u304b\u3001\u60a9\u3080\u306a\u3041\u3002\u304a\u3001\u3088\u304f\u8aad\u3080\u3068\u3001App Engine\u3067\u306f\u5fc5\u8981\u306a\u3044\u3001\u3068\u3001\u66f8\u3044\u3066\u3042\u308b\u3088\u3046\u306a\u6c17\u304c\u3059\u308b\u306a\u3041\u3002\u3068\u3001\u3044\u3046\u3053\u3068\u3067\u300c\u3044\u3044\u3048\u3001\u4f7f\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u300d\u3092\u9078\u307c\u3046\u3002\u305d\u3057\u3066\u3001\u300c\u5fc5\u8981\u306a\u8a8d\u8a3c\u8b72\u6b69\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-6 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"587\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-24-1024x587.png\" alt=\"\" data-id=\"372\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=372\" class=\"wp-image-372\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-24-1024x587.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-24-300x172.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-24-768x441.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-24.png 1696w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u753b\u9762\u304c\u5909\u308f\u3063\u3066\u3001\u6b21\u306f\u3001\u300c\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u300d\u5fc5\u8981\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u306f\u3001\u81ea\u7531\u3067\u3044\u3044\u306e\u304b\u306a\uff1f\u300c\uff1f\u300d\u3092\u30dd\u30a4\u30f3\u30c8\u3059\u308b\u3068\u300c\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u884c\u3046\u3053\u3068\u3092\u8aac\u660e\u3057\u307e\u3059\u300d\u3068\u3001\u30d2\u30f3\u30c8\u304c\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u3057\u307e\u3057\u305f\u3002\u5f79\u5272\u306f\u3001\u304a\u304a\u3001\u610f\u5916\u3068\u3044\u3063\u3071\u3044\u3042\u308a\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-7 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"681\" height=\"760\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-25.png\" alt=\"\" data-id=\"373\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=373\" class=\"wp-image-373\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-25.png 681w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-25-269x300.png 269w\" sizes=\"auto, (max-width: 681px) 100vw, 681px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u4eca\u56de\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u5b9a\u7fa9\u304c\u4f5c\u3089\u308c\u305f\u72b6\u614b\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3059\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u8003\u3048\u3066\u3044\u308b\u306e\u3067\u3001\u300cBigQuery \u30c7\u30fc\u30bf\u30fc\u7de8\u96c6\u8005\u300d\u304c\u9069\u5207\u306a\u306e\u304b\u306a\u3002\u300cBigQuery \u30e6\u30fc\u30b6\u30fc\u300d\u3068\u306f\u3069\u3046\u9055\u3046\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u3002\u3002\u308f\u304b\u308a\u307e\u305b\u3093\u304c\u3001\u3068\u308a\u3042\u3048\u305a\u9078\u629e\u3057\u3066\u9032\u3081\u307e\u3057\u3087\u3046\u3002 \u3067\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u3092\u300c\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u300d\u304f\u3089\u3044\u306b\u3057\u3066\u3068\u3002\u304a\u304a\u3001\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8ID\u304c\u52dd\u624b\u306b\u5165\u529b\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u9078\u629e\u3059\u308b\u3068\u3001\u304a\u304a\u3001\u5185\u5bb9\u8aac\u660e\u304c\u30dd\u30c3\u30d7\u30a2\u30c3\u30d7\u3057\u305f\u4e0a\u306b\u3001\u8907\u6570\u9078\u629e\u3067\u304d\u308b\u306e\u3067\u3059\u306d\uff01\u3068\u308a\u3042\u3048\u305a\u9032\u3081\u308b\u3063\u3066\u3001\u5fc5\u8981\u3067\u3059\u306d\u3047\u3002\u60a9\u307f\u304c\u6e1b\u308a\u307e\u3057\u305f\u3002\u30af\u30a8\u30ea\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u306f\u3001BigQuery\u30e6\u30fc\u30b6\u30fc\u3092\u9078\u3070\u306a\u3044\u3068\u3044\u3051\u306a\u3044\u3088\u3046\u3067\u3059\u3002BigQuery\u30c7\u30fc\u30bf\u95b2\u89a7\u8005\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3051\u3069\u3001\u30af\u30a8\u30ea\u306f\u767a\u884c\u3067\u304d\u306a\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-8 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"773\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-26-1-1024x773.png\" alt=\"\" data-id=\"376\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=376\" class=\"wp-image-376\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-26-1-1024x773.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-26-1-300x226.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-26-1-768x580.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-26-1.png 1452w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u300c\u30ad\u30fc\u306e\u30bf\u30a4\u30d7\u300d\u306f\u3001\u305f\u3076\u3093\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u300cJSON\u300d\u306e\u307e\u307e\u3067\u3088\u3044\u3067\u3057\u3087\u3046\u306d\u3002\u300c\u6b21\u3078\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-9 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"672\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-27-1024x672.png\" alt=\"\" data-id=\"377\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=377\" class=\"wp-image-377\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-27-1024x672.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-27-300x197.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-27-768x504.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-27.png 1938w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u304a\u304a\u3001\u81ea\u52d5\u3067\u30d5\u30a1\u30a4\u30eb\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u3053\u306eJSON\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5229\u7528\u3059\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u300c\u9589\u3058\u308b\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-10 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"295\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-28-1024x295.png\" alt=\"\" data-id=\"379\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=379\" class=\"wp-image-379\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-28-1024x295.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-28-300x86.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-28-768x221.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3059\u308b\u3068\u3001\u8a8d\u8a3c\u60c5\u5831\u306e\u30da\u30fc\u30b8\u304c\u51fa\u3066\u304d\u3066\u3001\u3069\u3046\u3084\u3089\u300c\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u30ad\u30fc\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u3067\u304d\u305f\u3088\u3046\u3067\u3059\u3002\u3080\uff5e\u3001\u3068\u308a\u3042\u3048\u305a\u3053\u308c\u3067BigQuery API\u304c\u6709\u52b9\u306b\u306a\u3063\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3057\u3087\u3046\u304b\u3002<br>\u3000\u305d\u3046\u3044\u3048\u3070\u3001\u524d\u56de\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3067Cloud SDK\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3051\u3069\u3001\u52d5\u4f5c\u78ba\u8a8d\u3057\u3066\u307e\u305b\u3093\u3067\u3057\u305f\u306d\u3002\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306b\u3082\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u78ba\u304b\u3001bq\u30b3\u30de\u30f3\u30c9\u304c\u4f7f\u3048\u308b\u306f\u305a\u3067\u3059\u306d\u3002\u8a66\u3057\u306b\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bg show bigquery-challenge-2019:books.books<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u5931\u6557\u3057\u307e\u3057\u305f\u3002\u3002\u3002\u300cNot found: Dataset\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002\u3082\u3057\u304b\u3057\u305f\u3089\u3001\u5927\u6587\u5b57\u5c0f\u6587\u5b57\u3092\u6c17\u306b\u3059\u308b\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u518d\u5ea6\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bg show bigquery-challenge-2019:BOOKS.BOOKS<\/pre>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-11 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"537\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-29-1024x537.png\" alt=\"\" data-id=\"380\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=380\" class=\"wp-image-380\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-29-1024x537.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-29-300x157.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-29-768x403.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-29.png 1471w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000 \u304a\u304a\u3063\u3001\u51fa\u307e\u3057\u305f\uff01\u6210\u529f\u3057\u305f\u3088\uff5e\uff01\uff01<br>\u5927\u3057\u305f\u3053\u3068\u306f\u3057\u3066\u3044\u306a\u3044\u3093\u3060\u3051\u308c\u3069\u3001\u3046\u308c\u3057\u3044\u3067\u3059\u306d\u3047\u3002BigQuery\u306e\u30c6\u30fc\u30d6\u30eb\u540d\u306f\u5927\u6587\u5b57\u5c0f\u6587\u5b57\u3092\u6c17\u306b\u3059\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u4eca\u5f8c\u3001\u6c17\u3092\u4ed8\u3051\u307e\u3059\u3002<br>\u3000\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306f\u7d9a\u3051\u3066\u30af\u30a8\u30ea\u3092\u767a\u884c\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u56de\u307c\u304f\u306f\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u6a29\u9650\u3092\u4e0e\u3048\u3066\u3044\u306a\u3044\u3064\u3082\u308a\u306a\u306e\u3067\u3001\u5931\u6557\u3059\u308b\u306e\u304b\u3082\u3002\u3061\u3087\u3063\u3068\u3084\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bq query \"SELECT * FROM bigquery-challenge-2019:BOOKS.BOOKS\"<\/pre>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-12 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"159\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-30-1024x159.png\" alt=\"\" data-id=\"382\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=382\" class=\"wp-image-382\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-30-1024x159.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-30-300x47.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-30-768x119.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-30.png 1450w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u4e88\u60f3\u901a\u308a\u30a8\u30e9\u30fc\u306b\u306a\u308a\u307e\u3057\u305f\u304c\u3001\u30a8\u30e9\u30fc\u5185\u5bb9\u304c\u4e88\u60f3\u3068\u9055\u3044\u307e\u3057\u305f\u306d\u3047\u3002\u4e88\u60f3\u5916\u306b&#8221;-&#8220;\u304c\u767b\u5834\u3057\u305f\u3068\u8a00\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u3046\u3044\u3048\u3070\u3001\u6f14\u7b97\u306e\u30de\u30a4\u30ca\u30b9\u3068\u306e\u533a\u5225\u304c\u3067\u304d\u306a\u3044\u304b\u3089\u3001\u30c6\u30fc\u30d6\u30eb\u3092\u6307\u5b9a\u3059\u308b\u3068\u304d\u306b\u306f\u62ec\u5f27\u300c[]\u300d\u3067\u304f\u304f\u308b\u3053\u3068\u3001\u3068\u3044\u3046\u8a18\u8ff0\u304c\u3069\u3053\u304b\u306b\u3042\u3063\u305f\u3088\u3046\u306a\u6c17\u304c\u3057\u307e\u3059\u306d\u3002\uff08\u8ffd\u8a18\uff1a\u30aa\u30e9\u30a4\u30ea\u30fc\u30fb\u30b8\u30e3\u30d1\u30f3\u306e\u300eGoogle BigQuery\u300fP.219 7.2 BigQuery\u306e\u30af\u30a8\u30ea\u8a00\u8a9e \u306e\u3068\u3053\u308d\u306b\u8a18\u8ff0\u304c\u3042\u308a\u307e\u3057\u305f\u3002ISBN978-4-87311-716-4\uff09\u3061\u3087\u3063\u3068\u8a66\u3057\u306b\u3084\u3063\u3066\u307f\u307e\u3059\u3002\u4eca\u5ea6\u306f\u60f3\u5b9a\u901a\u308a\u306e\u30a8\u30e9\u30fc\u306b\u306a\u308b\u304b\u306a\uff1f<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bq query \"SELECT * FROM [bigquery-challenge-2019:BOOKS.BOOKS]\"<\/pre>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-13 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"295\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-31-1024x295.png\" alt=\"\" data-id=\"383\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=383\" class=\"wp-image-383\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-31-1024x295.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-31-300x86.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-31-768x221.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-31.png 1450w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3042\u3089\u3001\u60f3\u5b9a\u5916\u306b\u30c7\u30fc\u30bf\u304c\u53d6\u5f97\u3067\u304d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002\u305d\u3046\u3044\u3048\u3070\u3001\u3055\u3063\u304d\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fJSON\u306e\u30d5\u30a1\u30a4\u30eb\u3001\u4f55\u306b\u3082\u6307\u5b9a\u3057\u3066\u3044\u306a\u3044\u3088\u306d\u3002\u306a\u308b\u307b\u3069\u3001\u3068\u3044\u3046\u3053\u3068\u306f\u3001bq\u30b3\u30de\u30f3\u30c9\u306e\u627f\u8a8d\u306f\u3001\u524d\u56de\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3067SDK\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3068\u304d\u306b\u3084\u3063\u305f\u3082\u306e\u304c\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u306d\u3002\uff08\u3042\u308c\u3067\u3059\u3001&#8217;gloud init&#8217;\u3092\u5b9f\u884c\u3057\u3066\u3001\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u627f\u8a8d\u3057\u305f\u3084\u3064\u3067\u3059\u306d\uff01\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3048\u3048\u3068\u3001\u3068\u3044\u3046\u3053\u3068\u306f\u3001BigQuery\u306eAPI\u3092\u6709\u52b9\u306b\u3057\u3088\u3046\u3068\u4e00\u751f\u61f8\u547d\u3084\u3063\u305f\u3053\u3068\u3001\u3063\u3066\u3001\u7121\u610f\u5473\u3060\u3063\u305f\u306e\u304b\u306a\u3002\u3002\u3002\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u306f\u3044\u3001\u6c17\u3092\u53d6\u308a\u76f4\u3057\u3066\u3001\u65b0\u3057\u304f\u66f8\u7c4d\u306e\u30c7\u30fc\u30bf\u3092\u4f5c\u3063\u3066\u5165\u308c\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">C:\\work\\NEW_BOOKS.csv\n10,\u3084\u3055\u3057\u3044\u307f\u3064\u306e\u308a\u3055\u3093\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9,2020-05-14,9999-12-31\n11,\u304d\u3073\u3057\u3044\u307f\u3064\u306e\u308a\u3055\u3093\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9,2021-05-14,9999-12-31<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u30b3\u30de\u30f3\u30c9\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\u300c&#8211;noreplace\u300d\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u308b\u3068\u3001\u30c6\u30fc\u30d6\u30eb\u306b\u8ffd\u52a0\u3057\u3066\u304f\u308c\u308b\u305d\u3046\u3067\u3059\u3002\u4e0a\u66f8\u304d\u3057\u305f\u3044\u5834\u5408\u306f\u300c&#8211;replace\u300d\u3067\u3001\u4f55\u3082\u3064\u3051\u306a\u3051\u308c\u3070\u3001\u30c6\u30fc\u30d6\u30eb\u304c\u7a7a\u306e\u5834\u5408\u306b\u306e\u307f\u66f8\u304d\u8fbc\u307f\u3055\u308c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002\u300c&#8211;source_format\u300d\u3067\u6307\u5b9a\u3067\u304d\u308b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306f\u3001\u300cCSV\u3001AVRO\u3001PARQUET\u3001ORC \u307e\u305f\u306f NEWLINE_DELIMITED_JSON \u3067\u3059\u3002\u300d\u3068\u3001\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u306d\u3002CSV\u3068NEWLINE_DELIMITED_JSON\u3057\u304b\u5206\u304b\u308a\u307e\u305b\u3093\u3002\uff08\u6c57\uff09\u3048\u3048\u3068\u3001\u3044\u3064\u304b\u4f59\u88d5\u304c\u51fa\u3066\u304d\u305f\u3089\u3001\u4ed6\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3082\u8abf\u3079\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">bq load --noreplace --source_format=CSV BOOKS.BOOKS C:\\work\\NEW_BOOKS.csv<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3066\u3001\u5b9f\u884c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-14 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"88\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-32-1024x88.png\" alt=\"\" data-id=\"384\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=384\" class=\"wp-image-384\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-32-1024x88.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-32-300x26.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-32-768x66.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-32.png 1447w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u304a\u304a\u3001\u306a\u3093\u304b\u6210\u529f\u3057\u305f\u3063\u307d\u3044\uff01\u307b\u3089\u3001\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u304c\u5909\u308f\u3063\u3066\u308b\u3057\uff01<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-15 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"433\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-33-1024x433.png\" alt=\"\" data-id=\"385\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=385\" class=\"wp-image-385\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-33-1024x433.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-33-300x127.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-33-768x324.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-33.png 1605w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u30c7\u30fc\u30bf\u3082\u3001\u307b\u3089\u3001\u3001\u3001<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-16 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-34-1024x453.png\" alt=\"\" data-id=\"386\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=386\" class=\"wp-image-386\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-34-1024x453.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-34-300x133.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-34-768x340.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-34.png 1573w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3050\u306f\u3063\uff01\uff01\u6587\u5b57\u5316\u3051\u3057\u3066\u308b\u3002\u3002\u3002(\u7b11)<br>\u305d\u3046\u3044\u3048\u3070\u3001\u78ba\u304bUTF-8\u306b\u3057\u306a\u3044\u3068\u30c0\u30e1\u3060\u3063\u3066\u3001\u3069\u3053\u304b\u306b\u66f8\u3044\u3066\u3042\u3063\u305f\u6c17\u304c\u3057\u307e\u3059\u306d\u3047\u3002\u3084\u3063\u3068\u7d42\u4e86\u3001\u3063\u3066\u3001\u601d\u3063\u305f\u306e\u306b\uff5e\u266a<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-17 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"773\" height=\"268\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-35.png\" alt=\"\" data-id=\"387\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=387\" class=\"wp-image-387\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-35.png 773w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-35-300x104.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-35-768x266.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u304a\u304a\u3001\u78ba\u304b\u306bSJIS\u306b\u306a\u3063\u3066\u307e\u3059\u3002\u30b5\u30af\u30e9\u30a8\u30c7\u30a3\u30bf\u306e\u6587\u5b57\u5909\u63db\u6a5f\u80fd\u3067SJIS\u3092UTF-8\u306b\u5909\u63db\u3057\u3066\u3001\u518d\u5ea6\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\uff01<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-18 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"443\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-36-1024x443.png\" alt=\"\" data-id=\"388\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=388\" class=\"wp-image-388\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-36-1024x443.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-36-300x130.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-36-768x332.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-36.png 1573w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3084\u3063\u3068\u3053\u3001\u3067\u304d\u307e\u3057\u305f\uff01<br>\u3067\u3082\u3001\u306a\u3093\u3060\u308d\u3046\u3001\u3053\u306e\u66f8\u540d\u306f\u3001\u306d\u3047\u3002\u3002\u3002(\u7b11)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3053\u308c\u3067\u3001\u5b9f\u73fe\u65b9\u6cd5\u306f\u5b8c\u4e86\u3067\u3059\u306d\u3002\u30b5\u30fc\u30d0\u30fc\u3067CSV\u30d5\u30a1\u30a4\u30eb\u3092UTF-8\u3067\u4f5c\u6210\u3057\u3066\u3001bq\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u306b\u767b\u9332\u3059\u308c\u3070\u3001\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u3067\u304d\u308b\u3068\u3053\u308d\u307e\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002\u6ce8\u610f\u70b9\u306f\u6587\u5b57\u30b3\u30fc\u30c9\u3092\u6c17\u306b\u3059\u308b\u3053\u3068\u3068\u3001&#8217;cloud init&#8217;\u306e\u6a29\u9650\u3067\u3059\u306d\u3002\u30c6\u30b9\u30c8\u306f\u3053\u308c\u3067\u52d5\u3044\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u554f\u984c\u306a\u3044\u3067\u3059\u3051\u3069\u3001\u672c\u756a\u74b0\u5883\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u306f\u3001\u3069\u306e\u30e6\u30fc\u30b6\u3067\u6a29\u9650\u3092\u8a2d\u5b9a\u3059\u308b\u306e\u304b\u3001\u3068\u3044\u3046\u306e\u304c\u8ab2\u984c\u306b\u306a\u308a\u305d\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000BigQuery\u306eAPI\u3001\u6709\u52b9\u306b\u3057\u305f\u306e\u304c\u7121\u610f\u5473\u3060\u3063\u305f\u304b\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\u3002\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f\u8a8d\u8a3c\u60c5\u5831\u3092\u524a\u9664\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-19 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"266\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-37-1024x266.png\" alt=\"\" data-id=\"389\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=389\" class=\"wp-image-389\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-37-1024x266.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-37-300x78.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-37-768x199.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u300c\u524a\u9664\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-20 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"801\" height=\"346\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-38.png\" alt=\"\" data-id=\"390\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=390\" class=\"wp-image-390\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-38.png 801w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-38-300x130.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-38-768x332.png 768w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u304a\u304a\u3001\u8105\u3055\u308c\u307e\u3059\u306d\u3047\u3002\u8105\u3057\u306b\u306f\u5c48\u3057\u307e\u305b\u3093\u3088\uff01\u300c\u524a\u9664\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u6570\u79d2\u3067\u6d88\u3048\u307e\u3057\u305f\u306e\u3067\u3001\u518d\u5ea6\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3057\u3066\u307f\u307e\u3059\u3002\u554f\u984c\u306a\u304f\u52d5\u304d\u307e\u3057\u305f\u306e\u3067\u3001BigQuery API\u306e\u5229\u7528\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30ed\u30fc\u30c9\u306b\u306f\u95a2\u4fc2\u306a\u3044\u3001\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002\u3084\u308a\u305f\u3044\u3053\u3068\u306f\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3051\u3069\u3001\u30d7\u30ed\u306e\u4ed5\u4e8b\u3068\u3057\u3066\u306f\u3001\u3044\u307e\u3044\u3061\u3060\u306a\u3041\u3002GCP\u3092\u30d7\u30ed\u3068\u3057\u3066\u4f7f\u3063\u3066\u3044\u304f\u305f\u3081\u306b\u306f\u3001\u6a29\u9650\u3001\u8a8d\u8a3c\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u8ab2\u984c\u3067\u3059\u306d\u3002\u307e\u305f\u305d\u306e\u3046\u3061\u8abf\u67fb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u3067\u306f\u3001\u4eca\u56de\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u306f\u3053\u306e\u3042\u305f\u308a\u3067\u7d42\u4e86\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p 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