{"id":332,"date":"2019-05-11T00:00:11","date_gmt":"2019-05-11T09:00:11","guid":{"rendered":"https:\/\/www.ishikawasekkei.com\/?p=332"},"modified":"2019-05-14T01:40:08","modified_gmt":"2019-05-14T10:40:08","slug":"bigquery-load-1","status":"publish","type":"post","link":"https:\/\/www.ishikawasekkei.com\/index.php\/2019\/05\/11\/bigquery-load-1\/","title":{"rendered":"BigQuery\u3078\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3059\u308b\u306b\u306f[1\/2]"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u3000\u5148\u65e5\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u3067\u5b9f\u9a13\u7684\u306b\u3084\u308a\u307e\u3057\u305f\u304c\u3001Web\u306eUI\u304b\u3089INSERT\u6587\u3092\u8a18\u8f09\u3059\u308b\u3053\u3068\u3067\u8907\u6570\u4ef6\u30c7\u30fc\u30bf\u3092\u6295\u5165\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u5b9f\u696d\u52d9\u3067\u6bce\u65e5Web\u306eUI\u306bINSERT\u6587\u3092\u66f8\u304f\u308f\u3051\u306b\u306f\u3044\u304d\u307e\u305b\u3093\u3002Google\u3055\u307e\u306e\u62c5\u5f53\u8005\u3055\u307e\u304b\u3089\u305d\u306e\u3084\u308a\u65b9\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3068\u3044\u3046URL\u3092\u4e8c\u3064\u3001\u6559\u3048\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li> <a href=\"https:\/\/medium.com\/google-cloud\/oracle-data-to-google-bigquery-using-google-cloud-dataflow-and-dataprep-20884571a9e5\">Oracle data (ETL) to Google BigQuery using Google Cloud Dataflow and Dataprep<\/a><\/li><li><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/loading-data-cloud-storage-csv?hl=ja\">Cloud Storage \u304b\u3089\u306e CSV \u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f<\/a><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3044\u305a\u308c\u3082Google Cloud Storage(GCS)\u306b\u3042\u308bCSV\u3092\u8aad\u307f\u8fbc\u3080\u3053\u3068\u3092\u63a8\u5968\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u306d\u3002\u78ba\u304b\u3001\u3044\u3063\u305f\u3093GCS\u306b\u4fdd\u5b58\u3057\u3066\u304a\u3051\u3070\u3001\u305d\u3053\u304b\u3089BigQuery\u3078\u306fGoogle\u5185\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u5b8c\u7d50\u3067\u304d\u308b\u306e\u3067\u901f\u3044\u3001\u3068\u3001\u805e\u3044\u305f\u3088\u3046\u306a\u8a18\u61b6\u304c\u3042\u308a\u307e\u3059\u3002\u78ba\u304b\u306b\u4f55\u5ea6\u3082GCS\u304b\u3089BigQuery\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u518d\u4f5c\u6210\u3057\u76f4\u3059\u306a\u3089\u305d\u308c\u306f\u6700\u9069\u3067\u3057\u3087\u3046\u304c\u3001\u305d\u3053\u304c\u304a\u3059\u3059\u3081\u306e\u7406\u7531\u3067\u3057\u3087\u3046\u304b\u3002\u3069\u3061\u3089\u306e\u65b9\u6cd5\u306b\u3069\u3093\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u306d\u3002<br>\u3000\u307c\u304f\u304c\u60f3\u5b9a\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30aa\u30e9\u30af\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u629c\u304d\u51fa\u3057\u3066\u3001BigQuery\u3078\u5165\u308c\u308b\u3068\u3044\u3046\u6d41\u308c\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3067\u3082\u3001\u4e0a\u8a18\u306e\u6700\u521d\u306e\u30ea\u30f3\u30af\u3067\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306eETL\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u3068\u3063\u3066\u3082\u4fbf\u5229\u3067\u6642\u9593\u306e\u7bc0\u7d04\u306b\u306a\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3068\u3001DataPrep\u3001DataFlow\u306eGCP\u30b5\u30fc\u30d3\u30b9\u304c\u3068\u3063\u3066\u3082\u4fbf\u5229\u306a\u306e\u3067\u305d\u308c\u3092\u4f7f\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u3002\u3068\u3063\u3066\u3082\u4fbf\u5229\u306a\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3051\u308c\u3069\u3001\u30c4\u30fc\u30eb\u3068\u30b5\u30fc\u30d3\u30b9\u306e\u6982\u5ff5\u3084\u4f7f\u3044\u65b9\u3092\u65b0\u305f\u306b\u5b66\u3070\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u30cf\u30fc\u30c9\u30eb\u306e\u9ad8\u3055\u304c\u3042\u3063\u3066\u3001\u304f\u3058\u3051\u305d\u3046\u3067\u3059\u3002\u3048\u3048\u3068\u3001DataPrep\u306f\u3001\u300c\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u306b\u63a2\u7d22\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001\u6e96\u5099\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9 \u30c7\u30fc\u30bf \u30b5\u30fc\u30d3\u30b9\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306e\u3067\u3001\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u304c\u8996\u899a\u7684\u306b\u5b9f\u884c\u3067\u304d\u3066\u6642\u9593\u304c\u7bc0\u7d04\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u304b\u306d\u3002\u305d\u3057\u3066\u3001DataFlow\u306f\u300c\u4fe1\u983c\u6027\u3068\u8868\u73fe\u529b\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u30b9\u30c8\u30ea\u30fc\u30e0 \u30c7\u30fc\u30bf\u51e6\u7406\u3068\u30d0\u30c3\u30c1\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u7c21\u7d20\u5316\u300d\u3068\u3044\u3046\u3053\u3068\u306a\u306e\u3067\u3001\u30c7\u30fc\u30bf\u3092\u6d41\u3059\u305f\u3081\u306e\u30b8\u30e7\u30d6\u3092\u4f5c\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u306a\u306e\u3067\u3057\u3087\u3046\u304b\u306d\u3002<br>\u3000\u3068\u3001\u3044\u3046\u3053\u3068\u3067\u3001\u3044\u3063\u305f\u3093\u306f\u3001CSV\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\u306e\u306f\u30aa\u30e9\u30af\u30eb\u5074\u3067\u51e6\u7406\u3092\u4f5c\u6210\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\u3068\u3057\u3066\u3001\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u76f4\u63a5BigQuery\u3078\u8aad\u307f\u8fbc\u3080\u65b9\u6cd5\u3092\u63a2\u3063\u3066\u307f\u307e\u3059\u3002\u4e0a\u8a18\u306e\u4e8c\u3064\u76ee\u306e\u30ea\u30f3\u30af\u304b\u3089\u305f\u3069\u3063\u3066\u3044\u3063\u305f\u5148\u306b\u3001\u30ed\u30fc\u30ab\u30eb\u306eCSV\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/loading-data-local?hl=ja\">\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30ab\u30eb \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u8aad\u307f\u8fbc\u3080<\/a><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3053\u3061\u3089\u3092\u3088\u304f\u8aad\u3093\u3067\u307f\u305f\u7d50\u679c\u3001Web\u306e\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u4f7f\u3063\u305f\u65b9\u6cd5\u3068\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u304c\u66f8\u304b\u308c\u3066\u3042\u308a\u307e\u3057\u305f\u3002\u307c\u304f\u306f\u3001\u81ea\u52d5\u7684\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u305f\u3044\u3001\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5f53\u7136\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u306e\u5b9f\u884c\u65b9\u6cd5\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u4f7f\u3046\u305f\u3081\u306b\u306f\u3001\u300cbq\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u300d\u3068\u3044\u3046\u3082\u306e\u304c\u4f7f\u3048\u308b\u3088\u3046\u3067\u3059\u304c\u3001\u5f53\u7136\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u306b\u306f\u305d\u3093\u306a\u30b3\u30de\u30f3\u30c9\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3067\u3057\u3087\u3046\u3002bq\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/cloud.google.com\/bigquery\/quickstart-command-line?hl=ja\">bq \u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3 \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8<\/a><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u306a\u308b\u307b\u3069\u3001<a href=\"https:\/\/cloud.google.com\/sdk\/docs\/?hl=ja\">Cloud SDK\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u521d\u671f\u5316\u3059\u308b<\/a>\u5fc5\u8981\u304c\u3042\u308b\u3001\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u306d\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001Cloud SDK\u30b7\u30a7\u30eb\u3092\u8d77\u52d5\u3001gloud init\u3092\u5b9f\u884c\u3059\u308b\u3001\u3068\u8a00\u3046\u624b\u9806\u3067\u3059\u306d\u3002\u305d\u3057\u3066\u3001Google Cloud\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070\u3001\u958b\u767a\u8a00\u8a9e\u304b\u3089\u7c21\u5358\u306b\u547c\u3073\u51fa\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u3088\u3046\u3067\u3059\u3002Windows Server\u3067\u306fInternet Explorer\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u306e\u69cb\u6210\u304c\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u306e\u3088\u3046\u3067\u3059\u3002\u4eca\u56de\u306f\u304a\u8a66\u3057\u3067\u3053\u3061\u3089\u306eWindows10\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30de\u30b7\u30f3\u304b\u3089\u306e\u5b9f\u884c\u306a\u306e\u3067\u6c17\u306b\u3057\u306a\u304f\u3066\u3088\u3055\u305d\u3046\u3067\u3059\u304c\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eWindows Server\u306b\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u3068\u304d\u306f\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u305d\u3046\u3067\u3059\u306d\u3002<br>\u3000\u3055\u3066\u3001\u624b\u9806\u306b\u5f93\u3063\u3066\u3001\u3084\u308a\u307e\u3057\u3087\u3046\u304b\u306d\u3047\u3002\u307e\u305a\u306f\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\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=\"678\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-1-1024x678.png\" alt=\"\" data-id=\"336\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=336\" class=\"wp-image-336\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-1-1024x678.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-1-300x198.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-1-768x508.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-1.png 1927w\" 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\">\u300cGoogleCloudSDKInstaller.exe\u300d\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3057\u305f\u3002\u30a6\u30a3\u30eb\u30b9\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u8105\u5a01\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f(\u7b11)\u306e\u3067\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-2 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"760\" height=\"580\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-2.png\" alt=\"\" data-id=\"337\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=337\" class=\"wp-image-337\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-2.png 760w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-2-300x229.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000Google Cloud SDK Setup\u306e\u3001\u3088\u3046\u3053\u305d\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u3002GCP\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3057\u305f\u308a\u4f5c\u6210\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u7c21\u5358\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30c4\u30fc\u30eb\u304c\u5165\u3063\u3066\u3044\u308b\u305d\u3046\u3067\u3059\u3002\u4f7f\u7528\u3057\u305f\u7d71\u8a08\u60c5\u5831\u304c\u81ea\u52d5\u7684\u306b\u9001\u3089\u308c\u307e\u3059\u304c\u3001\u3053\u3053\u306f\u4f7f\u308f\u305b\u3066\u3044\u305f\u3060\u3044\u3066\u3044\u308b\u306e\u3067\u5354\u529b\u3055\u305b\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u3087\u3046\u3001\u30c1\u30a7\u30c3\u30af\u3057\u305f\u307e\u307e\u306b\u3057\u307e\u3059\u3002<br>\u300cNext &gt;\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-3 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"754\" height=\"577\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-3.png\" alt=\"\" data-id=\"338\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=338\" class=\"wp-image-338\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-3.png 754w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-3-300x230.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u5951\u7d04\u6761\u9805\u306b\u540c\u610f\u3059\u308b\u305f\u3081\u306b\u5185\u5bb9\u3092\u3088\u304f\u8aad\u3093\u3067\u304b\u3089\u3001\u300cI Agree\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-4 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"757\" height=\"574\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-4-1.png\" alt=\"\" data-id=\"340\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=340\" class=\"wp-image-340\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-4-1.png 757w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-4-1-300x227.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u6b21\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30bf\u30a4\u30d7\u306e\u9078\u629e\u3067\u3059\u3002\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30ebPC\u306a\u306e\u3067\u3069\u3061\u3089\u3067\u3082\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u305f\u3060\u3001Windows Server\u3067\u30d0\u30c3\u30c1\u3092\u52d5\u304b\u3059\u3068\u304d\u306f\u3001All users\u306b\u3057\u3066\u304a\u3044\u305f\u65b9\u304c\u3088\u3044\u306e\u304b\u306a\u3001\u3068\u3001\u3044\u3046\u3053\u3068\u3067All users\u3092\u9078\u629e\u3057\u3066\u307f\u307e\u3059\u3002\u7ba1\u7406\u8005\u6a29\u9650\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3057\u305f\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=\"754\" height=\"574\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-5.png\" alt=\"\" data-id=\"341\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=341\" class=\"wp-image-341\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-5.png 754w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-5-300x228.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u300cNext &gt;\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30a2\u30ab\u30a6\u30f3\u30c8\u5236\u5fa1\u306e\u753b\u9762\u304c\u8868\u793a\u3055\u308c\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=\"693\" height=\"505\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-6.png\" alt=\"\" data-id=\"342\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=342\" class=\"wp-image-342\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-6.png 693w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-6-300x219.png 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u7ba1\u7406\u8005\u30e6\u30fc\u30b6\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u805e\u304b\u308c\u308b\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u306d\u3002\u300c\u306f\u3044\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u7d9a\u884c\u3057\u307e\u3059\u3002<\/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=\"756\" height=\"574\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-7.png\" alt=\"\" data-id=\"343\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=343\" class=\"wp-image-343\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-7.png 756w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-7-300x228.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5148\u3092\u5c0b\u306d\u3089\u308c\u307e\u3059\u3002\u7279\u306b\u5909\u66f4\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u306e\u3067\u3001\u300cNext &gt;\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u30c7\u30a3\u30b9\u30af\u30b9\u30da\u30fc\u30b9\u306f\u300189MBytes\u5fc5\u8981\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=\"754\" height=\"574\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-8.png\" alt=\"\" data-id=\"345\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=345\" class=\"wp-image-345\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-8.png 754w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-8-300x228.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3084\u3063\u3068\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305d\u3046\u3067\u3059\u306d\u3002\u300cCloud SDK Core Libraries and Tools\u300d\u306f\u30c1\u30a7\u30c3\u30af\u5fc5\u9808\u3067\u3059\u306d\u3002\u300cBundled Python\u300d\u306f\u3001Python2.7\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\u5148\u65e5Anaconda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001Python3.7.3\u3092\u30b2\u30c3\u30c8\u3057\u305f\u3070\u304b\u308a\u306a\u306e\u3067\u3001\u6b63\u76f42.7\u306ePython\u306f\u5fc5\u8981\u306a\u3044\u306e\u3067\u3059\u3051\u3069\u3001\u3053\u308c\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u3068SDK\u304c\u4f7f\u3048\u306a\u3044\u305d\u3046\u306a\u306e\u3067\u3001\u4ed5\u65b9\u3042\u308a\u307e\u305b\u3093\u3001\u3053\u306e\u307e\u307e\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u300cCloud Tools for PowerShell\u300d\u306fWindows\u306ePowerShell\u304b\u3089GCP\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u7ba1\u7406\u3059\u308b\u306e\u306b\u4f7f\u3048\u308b\u3088\u3046\u3067\u3059\u3002\u4eca\u306e\u3068\u3053\u308dPowerShell\u304b\u3089\u5229\u7528\u3059\u308b\u4e88\u5b9a\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u521d\u671f\u8a2d\u5b9a\u3092\u5916\u3059\u7406\u7531\u3082\u306a\u3044\u306e\u3067\u305d\u306e\u307e\u307e\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u300cBeta Commands\u300d\u306f\u30d9\u30fc\u30bf\u6a5f\u80fd\u3092\u4f7f\u3044\u305f\u3044\u4eba\u5411\u3051\u3067\u3059\u306d\u3002\u65b0\u3057\u3044\u7269\u597d\u304d\u306a\u307c\u304f\u306b\u306f\u3001\u3068\u3063\u3066\u3082\u6c17\u306b\u306a\u308b\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u3067\u3059\u304c\u3001\u3053\u3046\u3084\u3063\u3066\u3044\u3064\u3082\u76ee\u7684\u3092\u898b\u5931\u3046\u306e\u3067\u4eca\u56de\u306f\u30c1\u30a7\u30c3\u30af\u3092\u5916\u3057\u305f\u307e\u307e\u3068\u3057\u307e\u3059\u3002\u3044\u3064\u3082\u306a\u3089\u3001\u3068\u308a\u3042\u3048\u305a\u5168\u90e8\u30c1\u30a7\u30c3\u30af\u3057\u3061\u3083\u3048\u3088\uff5e\u3001\u3063\u3066\u306a\u308b\u306e\u3067\u3059\u3051\u3069\u3002(\u7b11)<br>\u3000\u3055\u3042\u3001\u300cInstall\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=\"753\" height=\"571\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-9.png\" alt=\"\" data-id=\"346\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=346\" class=\"wp-image-346\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-9.png 753w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-9-300x227.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u3044\u308d\u3044\u308d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3001\u3001\u3001\u7d42\u4e86\u30021\u5206\u3082\u304b\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u306d\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=\"754\" height=\"576\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-10.png\" alt=\"\" data-id=\"347\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=347\" class=\"wp-image-347\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-10.png 754w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-10-300x229.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u300cNext &gt;\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-11 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"757\" height=\"574\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-11.png\" alt=\"\" data-id=\"349\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=349\" class=\"wp-image-349\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-11.png 757w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-11-300x227.png 300w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002\u3042\u3068\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u5f93\u3063\u305f\u5185\u5bb9\u3092\u5b9f\u884c\u3057\u3066\u304f\u308c\u308b\u308f\u3051\u3067\u3059\u306d\u3002\u4e0a\u306e\u4e8c\u3064\u306f\u30b9\u30bf\u30fc\u30c8\u30e1\u30cb\u30e5\u30fc\u3068\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f5c\u3063\u3066\u304f\u308c\u308b\u3001\u3068\u3044\u3046\u4e00\u822c\u7684\u306a\u3082\u306e\u306a\u306e\u3067\u3059\u306d\u3002\u305d\u3057\u3066\u3001Google Cloud SDK\u30b7\u30a7\u30eb\u3092\u30b9\u30bf\u30fc\u30c8\u3057\u3066\u3001&#8217;gcloud init&#8217;\u3092\u5b9f\u884c\u3057\u3066\u8a2d\u5b9a\u3057\u3066\u304f\u308b\u305d\u3046\u3067\u3059\u3002\u305d\u3046\u3044\u3048\u3070\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u624b\u5f15\u304d\u306b\u3053\u306e\u30c1\u30a7\u30c3\u30af\u3092\u53d7\u3051\u5165\u308c\u3066\u306d\u3001\u3068\u3001\u66f8\u3044\u3066\u3042\u308a\u307e\u3057\u305f\u306d\u3002\u3053\u306e\u307e\u307e\u3067\u300cFinish\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3068\u3001\u60f3\u5b9a\u901a\u308a\u3001\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u8d77\u52d5\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\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=\"537\" src=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-12-1024x537.png\" alt=\"\" data-id=\"350\" data-link=\"https:\/\/www.ishikawasekkei.com\/?attachment_id=350\" class=\"wp-image-350\" srcset=\"https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-12-1024x537.png 1024w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-12-300x157.png 300w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-12-768x403.png 768w, https:\/\/www.ishikawasekkei.com\/wp-content\/uploads\/2019\/05\/BigQueryDataLoad-12.png 1476w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/li><\/ul>\n\n\n\n<p 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