{"id":9476,"date":"2025-10-14T16:00:20","date_gmt":"2025-10-14T16:00:20","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=9476"},"modified":"2025-10-14T16:00:20","modified_gmt":"2025-10-14T16:00:20","slug":"bigquery-%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e5%88%a5%e3%83%97%e3%83%ad%e3%82%b8%e3%82%a7%e3%82%af%e3%83%88%e3%81%ab%e7%a7%bb%e8%a1%8c%e3%81%99%e3%82%8b%e6%9c%80%e5%b0%8f%e6%89%8b%e9%a0%86","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/9476\/","title":{"rendered":"BigQuery \u30c7\u30fc\u30bf\u3092\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u79fb\u884c\u3059\u308b\u6700\u5c0f\u624b\u9806"},"content":{"rendered":"\n<\/p>\n<div>\n<p data-line=\"2\" class=\"code-line\">\u4eca\u56de\u3001\u3080\u304b\u30fc\u3057\u304b\u3089\u4f7f\u3063\u3066\u3044\u308bGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u6cd5\u4eba\u306eGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5909\u3048\u307e\u3057\u3066\u3001\u305d\u306e\u969bGCP\u307e\u308f\u308a\u3092\u3044\u308d\u3044\u308d\u79fb\u884c\u3057\u305f\u3093\u3067\u3059\u304c\u3001BigQuery\u3082\u79fb\u884c\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u6642\u306e\u624b\u9806\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\u3056\u3063\u3068\u3057\u305f\u5185\u5bb9\u306fGA4\u306e\u30c7\u30fc\u30bf\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u5074\u306e\u7d71\u8a08\u30c7\u30fc\u30bf\u3092\u7a81\u5408\u3057\u305f\u3082\u306e\u3092BQ\u3067\u6271\u3063\u3066\u3044\u3066\u3001\u305d\u308c\u306e\u79fb\u884c\u3067\u3057\u305f\u3002<\/p>\n<p data-line=\"7\" class=\"code-line\">GCP \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08\u4ee5\u4e0b\u3001A\uff09\u304b\u3089\u5225\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08\u4ee5\u4e0b\u3001B\uff09\u3078<br \/>BigQuery \u30c6\u30fc\u30d6\u30eb\u3092\u5b89\u5168\u304b\u3064\u30b7\u30f3\u30d7\u30eb\u306b\u79fb\u884c\u3059\u308b \u624b\u9806\u3067\u3059\u3002<\/p>\n<p data-line=\"10\" class=\"code-line\">\u4eca\u56de\u306f\u4e00\u6642\u7684\u306b Google Cloud Storage (GCS) \u3092\u7d4c\u7531\u3057\u3066<br \/>CSV \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 \u2192 \u5225\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u518d\u30a4\u30f3\u30dd\u30fc\u30c8 \u3057\u307e\u3059\u3002<\/p>\n<p data-line=\"15\" class=\"code-line\">\u5f79\u5272\t\u30a2\u30ab\u30a6\u30f3\u30c8\u4f8b\t\u30d7\u30ed\u30b8\u30a7\u30af\u30c8ID\t\u7528\u9014<br \/>A\u5074\uff08\u65e7\uff09\told-admin@example.com\told-pjt-xxxx\t\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5143<br \/>B\u5074\uff08\u65b0\uff09\tnew-admin@example.com\tnew-pjt-yyyy\t\u30a4\u30f3\u30dd\u30fc\u30c8\u5148<\/p>\n<p data-line=\"25\" class=\"code-line\">BigQuery\uff08\u65e7PJT\uff09<br \/>\u2193 bq extract<br \/>Google Cloud Storage\uff08CSV\uff09<br \/>\u2193 gsutil iam \u4e00\u6642\u516c\u958b<br \/>BigQuery\uff08\u65b0PJT\uff09<br \/>\u2193 bq load<br \/>Google Cloud Storage\uff08\u975e\u516c\u958b\u306b\u623b\u3059\uff09<\/p>\n<h2 id=\"%E2%91%A0-%E3%82%A2%E3%82%AB%E3%82%A6%E3%83%B3%E3%83%88%E7%A2%BA%E8%AA%8D\" data-line=\"35\" class=\"code-line\">\n \u2460 \u30a2\u30ab\u30a6\u30f3\u30c8\u78ba\u8a8d<\/h2>\n<h2 id=\"%E2%91%A1-bigquery-%E3%83%86%E3%83%BC%E3%83%96%E3%83%AB%E3%82%92-csv-%E3%81%A7%E3%82%A8%E3%82%AF%E3%82%B9%E3%83%9D%E3%83%BC%E3%83%88\" data-line=\"41\" class=\"code-line\">\n \u2461 BigQuery \u30c6\u30fc\u30d6\u30eb\u3092 CSV \u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"43\">bq extract --destination_format=CSV old-pjt-xxxx:ga4.init gs:\/\/my-export-bucket\/ga4_init_*.csv\nbq extract --destination_format=CSV old-pjt-xxxx:base.ana gs:\/\/my-export-bucket\/base_ana_*.csv\n<\/code><\/pre>\n<\/div>\n<h3 id=\"%E5%87%BA%E5%8A%9B%E5%BE%8C%E3%81%AE%E7%A2%BA%E8%AA%8D\" data-line=\"48\" class=\"code-line\">\n \u51fa\u529b\u5f8c\u306e\u78ba\u8a8d<\/h3>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"50\">gsutil ls gs:\/\/my-export-bucket\/\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A2-%E4%B8%80%E6%99%82%E7%9A%84%E3%81%AB%E5%85%A8%E5%85%AC%E9%96%8B%EF%BC%88objectviewer%EF%BC%89\" data-line=\"54\" class=\"code-line\">\n \u2462 \u4e00\u6642\u7684\u306b\u5168\u516c\u958b\uff08objectViewer\uff09<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"56\">gsutil iam ch allUsers:objectViewer gs:\/\/my-export-bucket\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A0-%E3%82%A2%E3%82%AB%E3%82%A6%E3%83%B3%E3%83%88%E5%88%87%E3%82%8A%E6%9B%BF%E3%81%88\" data-line=\"62\" class=\"code-line\">\n \u2460 \u30a2\u30ab\u30a6\u30f3\u30c8\u5207\u308a\u66ff\u3048<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"64\">gcloud config set account new-admin@example.com\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A1bigquery-%E3%81%AB%E3%83%87%E3%83%BC%E3%82%BF%E3%82%BB%E3%83%83%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90\" data-line=\"68\" class=\"code-line\">\n \u2461BigQuery \u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"70\">bq mk new-pjt-yyyy:ga4\nbq mk new-pjt-yyyy:base\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A2csv-%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E3%82%A4%E3%83%B3%E3%83%9D%E3%83%BC%E3%83%88\" data-line=\"75\" class=\"code-line\">\n \u2462CSV \u30d5\u30a1\u30a4\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"77\">bq load --source_format=CSV --autodetect new-pjt-yyyy:ga4.init gs:\/\/my-export-bucket\/ga4_init_*.csv\nbq load --source_format=CSV --autodetect new-pjt-yyyy:base.ana gs:\/\/my-export-bucket\/base_ana_*.csv\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A3%E3%83%86%E3%83%BC%E3%83%96%E3%83%AB%E7%A2%BA%E8%AA%8D\" data-line=\"82\" class=\"code-line\">\n \u2463\u30c6\u30fc\u30d6\u30eb\u78ba\u8a8d<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"84\">bq show new-pjt-yyyy:ga4.init\nbq show new-pjt-yyyy:base.ana\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A0-%E3%82%A2%E3%82%AB%E3%82%A6%E3%83%B3%E3%83%88%E6%88%BB%E3%81%97\" data-line=\"91\" class=\"code-line\">\n \u2460 \u30a2\u30ab\u30a6\u30f3\u30c8\u623b\u3057<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"93\">gcloud config set account old-admin@example.com\ngcloud auth list\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A1-%E5%85%AC%E9%96%8B%E6%A8%A9%E9%99%90%E3%81%AE%E5%89%8A%E9%99%A4\" data-line=\"98\" class=\"code-line\">\n \u2461 \u516c\u958b\u6a29\u9650\u306e\u524a\u9664<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"100\">gsutil iam ch -d allUsers:objectViewer gs:\/\/my-export-bucket\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E2%91%A2-%E7%8F%BE%E5%9C%A8%E3%81%AE-iam-%E8%A8%AD%E5%AE%9A%E7%A2%BA%E8%AA%8D\" data-line=\"104\" class=\"code-line\">\n \u2462 \u73fe\u5728\u306e IAM \u8a2d\u5b9a\u78ba\u8a8d<\/h2>\n<div class=\"code-block-container\">\n<pre><code class=\"code-line\" data-line=\"106\">gsutil iam get gs:\/\/my-export-bucket\n<\/code><\/pre>\n<\/div>\n<p data-line=\"112\" class=\"code-line\">\u4eca\u56de\u306f\u3001\u305d\u3053\u307e\u3067\u306e\u5bb9\u91cf\u3067\u306f\u306a\u3044\u306e\u3067\u3053\u3046\u3057\u307e\u3057\u305f\u3002\u30d3\u30c3\u30af\u30ea\u3059\u308b\u307b\u3069\u30d3\u30c3\u30af\u30c7\u30fc\u30bf\u306e\u5834\u5408\u306f\u3001\u30b3\u30b9\u30c8\u9762\u8981\u6ce8\u610f\u3067\u3059\u3002<\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/dokokade\/articles\/0d0645eb4d11e3\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u4eca\u56de\u3001\u3080\u304b\u30fc\u3057\u304b\u3089\u4f7f\u3063\u3066\u3044\u308bGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u6cd5\u4eba\u306eGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5909\u3048\u307e\u3057\u3066\u3001\u305d\u306e\u969bGCP\u307e\u308f\u308a\u3092\u3044\u308d\u3044\u308d\u79fb\u884c\u3057\u305f\u3093\u3067\u3059\u304c\u3001BigQuery\u3082\u79fb\u884c\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u6642\u306e\u624b\u9806\u306b\u306a\u308a\u307e\u3059\u3002\u3056\u3063\u3068\u3057\u305f\u5185\u5bb9\u306fGA4 [&hellip;]","protected":false},"author":1,"featured_media":9477,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-9476","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BigQuery \u30c7\u30fc\u30bf\u3092\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u79fb\u884c\u3059\u308b\u6700\u5c0f\u624b\u9806 - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/zenn.dev\/dokokade\/articles\/0d0645eb4d11e3\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BigQuery \u30c7\u30fc\u30bf\u3092\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u79fb\u884c\u3059\u308b\u6700\u5c0f\u624b\u9806 - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u4eca\u56de\u3001\u3080\u304b\u30fc\u3057\u304b\u3089\u4f7f\u3063\u3066\u3044\u308bGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u304b\u3089\u6cd5\u4eba\u306eGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u5909\u3048\u307e\u3057\u3066\u3001\u305d\u306e\u969bGCP\u307e\u308f\u308a\u3092\u3044\u308d\u3044\u308d\u79fb\u884c\u3057\u305f\u3093\u3067\u3059\u304c\u3001BigQuery\u3082\u79fb\u884c\u3057\u305f\u306e\u3067\u3001\u305d\u306e\u6642\u306e\u624b\u9806\u306b\u306a\u308a\u307e\u3059\u3002\u3056\u3063\u3068\u3057\u305f\u5185\u5bb9\u306fGA4 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zenn.dev\/dokokade\/articles\/0d0645eb4d11e3\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-14T16:00:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/10\/1760457618_og-base-w1200-v2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/zenn.dev\\\/dokokade\\\/articles\\\/0d0645eb4d11e3#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/9476\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"BigQuery \u30c7\u30fc\u30bf\u3092\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u79fb\u884c\u3059\u308b\u6700\u5c0f\u624b\u9806\",\"datePublished\":\"2025-10-14T16:00:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/9476\\\/\"},\"wordCount\":50,\"image\":{\"@id\":\"https:\\\/\\\/zenn.dev\\\/dokokade\\\/articles\\\/0d0645eb4d11e3#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/1760457618_og-base-w1200-v2.png\",\"articleSection\":[\"\u4f01\u696d\u30c6\u30c3\u30af\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/9476\\\/\",\"url\":\"https:\\\/\\\/zenn.dev\\\/dokokade\\\/articles\\\/0d0645eb4d11e3\",\"name\":\"BigQuery \u30c7\u30fc\u30bf\u3092\u5225\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u79fb\u884c\u3059\u308b\u6700\u5c0f\u624b\u9806 - 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