{"id":26444,"date":"2025-12-04T16:12:31","date_gmt":"2025-12-04T16:12:31","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=26444"},"modified":"2025-12-04T16:12:31","modified_gmt":"2025-12-04T16:12:31","slug":"bigquery-streaming-insert-%e3%81%97%e3%81%9f%e3%83%87%e3%83%bc%e3%82%bf%e3%81%af%e6%9c%80%e5%a4%a7-90-%e5%88%86%e9%96%93-update-delete-%e3%81%a7%e3%81%8d%e3%81%aa%e3%81%84","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/26444\/","title":{"rendered":"BigQuery Streaming Insert \u3057\u305f\u30c7\u30fc\u30bf\u306f\u6700\u5927 90 \u5206\u9593 UPDATE\/DELETE \u3067\u304d\u306a\u3044"},"content":{"rendered":"\n<\/p>\n<div>\n<h2 id=\"%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB\" data-line=\"0\" class=\"code-line\">\n \u306f\u3058\u3081\u306b<\/h2>\n<aside class=\"msg message\"><span class=\"msg-symbol\">!<\/span><\/p>\n<div class=\"msg-content\">\n<p data-line=\"3\" class=\"code-line\">\ud83c\udf84 \u672c\u8a18\u4e8b\u306f <a target=\"_blank\" href=\"https:\/\/qiita.com\/advent-calendar\/2025\/zozo\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">ZOZO Advent Calendar 2025 \u30b7\u30ea\u30fc\u30ba 8<\/a> \u306e 5 \u65e5\u76ee\u3067\u3059\u3002<br \/>\u305c\u3072\u4ed6\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<\/aside>\n<p data-line=\"7\" class=\"code-line\">BigQuery \u306e Python \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08<code>google-cloud-bigquery<\/code>\uff09\u3067 Streaming Insert\uff08<code>insert_rows_json<\/code>\uff09\u3092\u4f7f\u3063\u3066\u633f\u5165\u3057\u305f\u30c7\u30fc\u30bf\u306f\u3001\u6700\u5927 90 \u5206\u9593 UPDATE\/DELETE \u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p data-line=\"9\" class=\"code-line\">\u3053\u306e\u4ed5\u69d8\u3068\u5bfe\u51e6\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\uff08\u77e5\u3063\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u6c17\u304c\u3057\u307e\u3059\u304c\u3001\u5099\u5fd8\u9332\u3067\u3059\uff09\u3002<\/p>\n<h2 id=\"bigquery-python-%E3%82%AF%E3%83%A9%E3%82%A4%E3%82%A2%E3%83%B3%E3%83%88%E3%81%AE%E3%83%87%E3%83%BC%E3%82%BF%E6%8C%BF%E5%85%A5%E6%96%B9%E5%BC%8F\" data-line=\"11\" class=\"code-line\">\n BigQuery Python \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u30c7\u30fc\u30bf\u633f\u5165\u65b9\u5f0f<\/h2>\n<p data-line=\"13\" class=\"code-line\"><code>google-cloud-bigquery<\/code> \u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u306f\u3001\u5927\u304d\u304f\u5206\u3051\u3066 2 \u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u633f\u5165\u65b9\u5f0f\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n<div class=\"s_table\"><table data-line=\"15\" class=\"code-line\">\n<thead data-line=\"15\" class=\"code-line\">\n<tr data-line=\"15\" class=\"code-line\">\n<th>\u65b9\u5f0f<\/th>\n<th>\u30e1\u30bd\u30c3\u30c9<\/th>\n<th>\u7279\u5fb4<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"17\" class=\"code-line\">\n<tr data-line=\"17\" class=\"code-line\">\n<td>Streaming Insert<\/td>\n<td>\n<code>insert_rows()<\/code>, <code>insert_rows_json()<\/code>\n<\/td>\n<td>\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7<\/td>\n<\/tr>\n<tr data-line=\"18\" class=\"code-line\">\n<td>Load Job<\/td>\n<td>\n<code>load_table_from_json()<\/code>, <code>load_table_from_file()<\/code> \u306a\u3069<\/td>\n<td>\u30d0\u30c3\u30c1\u51e6\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h2 id=\"streaming-insert-%E3%81%AE%E5%88%B6%E7%B4%84\" data-line=\"20\" class=\"code-line\">\n Streaming Insert \u306e\u5236\u7d04<\/h2>\n<p data-line=\"22\" class=\"code-line\">Streaming Insert \u3067\u633f\u5165\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u4e00\u6642\u7684\u306b\u300c\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d0\u30c3\u30d5\u30a1\u300d\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><span class=\"embed-block zenn-embedded zenn-embedded-mermaid\"><iframe id=\"zenn-embedded__1d5affbc3131c\" src=\"https:\/\/embed.zenn.studio\/mermaid#zenn-embedded__1d5affbc3131c\" data-content=\"flowchart%20LR%0A%20%20%20%20A%5BINSERT%5D%20--%3E%20B%5B%E3%82%B9%E3%83%88%E3%83%AA%E3%83%BC%E3%83%9F%E3%83%B3%E3%82%B0%E3%83%90%E3%83%83%E3%83%95%E3%82%A1%5D%0A%20%20%20%20B%20--%3E%7C%E6%9C%80%E5%A4%A790%E5%88%86%7C%20C%5B%E3%83%9E%E3%83%8D%E3%83%BC%E3%82%B8%E3%83%89%E3%82%B9%E3%83%88%E3%83%AC%E3%83%BC%E3%82%B8%5D\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><\/p>\n<p data-line=\"30\" class=\"code-line\">\u3053\u306e\u30d0\u30c3\u30d5\u30a1\u5185\u306e\u30c7\u30fc\u30bf\u306b\u306f\u4ee5\u4e0b\u306e\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n<ul data-line=\"32\" class=\"code-line\">\n<li data-line=\"32\" class=\"code-line\">\u2705 SELECT \u306f\u53ef\u80fd\uff08\u30c7\u30fc\u30bf\u306f\u898b\u3048\u308b\uff09<\/li>\n<li data-line=\"33\" class=\"code-line\">\u274c UPDATE \u306f\u4e0d\u53ef\u80fd<\/li>\n<li data-line=\"34\" class=\"code-line\">\u274c DELETE \u3082\u4e0d\u53ef\u80fd<\/li>\n<\/ul>\n<p data-line=\"36\" class=\"code-line\">\u30d0\u30c3\u30d5\u30a1\u304b\u3089\u30de\u30cd\u30fc\u30b8\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u30d5\u30e9\u30c3\u30b7\u30e5\u3055\u308c\u308b\u307e\u3067\u3001<strong>\u6700\u5927 90 \u5206<\/strong>\u5f85\u3064\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"%E5%AF%BE%E5%87%A6%E6%B3%95%EF%BC%9Aload-job-%E3%82%92%E4%BD%BF%E3%81%86\" data-line=\"38\" class=\"code-line\">\n \u5bfe\u51e6\u6cd5\uff1aLoad Job \u3092\u4f7f\u3046<\/h2>\n<p data-line=\"40\" class=\"code-line\">Load Job \u306f\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30de\u30cd\u30fc\u30b8\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u66f8\u304d\u8fbc\u3080\u305f\u3081\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d0\u30c3\u30d5\u30a1\u3092\u7d4c\u7531\u3057\u307e\u305b\u3093\u3002INSERT \u76f4\u5f8c\u306b UPDATE\/DELETE \u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span class=\"embed-block zenn-embedded zenn-embedded-mermaid\"><iframe id=\"zenn-embedded__1b17e42cf57bb\" src=\"https:\/\/embed.zenn.studio\/mermaid#zenn-embedded__1b17e42cf57bb\" data-content=\"flowchart%20LR%0A%20%20%20%20A%5BINSERT%5D%20--%3E%20B%5B%E3%83%9E%E3%83%8D%E3%83%BC%E3%82%B8%E3%83%89%E3%82%B9%E3%83%88%E3%83%AC%E3%83%BC%E3%82%B8%5D%0A%20%20%20%20B%20--%3E%7C%E5%8D%B3%E5%BA%A7%E3%81%ABDML%E5%8F%AF%E8%83%BD%7C%20C%5BUPDATE%2FDELETE%5D\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><\/p>\n<h3 id=\"%E3%82%B3%E3%83%BC%E3%83%89%E4%BE%8B\" data-line=\"48\" class=\"code-line\">\n \u30b3\u30fc\u30c9\u4f8b<\/h3>\n<div class=\"code-block-container\">\n<pre class=\"language-python\"><code class=\"language-python code-line\" data-line=\"50\">\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">insert_rows<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> rows<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    errors <span class=\"token operator\">=<\/span> self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>insert_rows_json<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>table_id<span class=\"token punctuation\">,<\/span> rows<span class=\"token punctuation\">)<\/span>\n    <span class=\"token keyword\">if<\/span> errors<span class=\"token punctuation\">:<\/span>\n        <span class=\"token keyword\">raise<\/span> RuntimeError<span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f\"InsertRowsError: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>errors<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\"<\/span><\/span><span class=\"token punctuation\">)<\/span>\n\n\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">insert_rows<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> rows<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span>\n    job_config <span class=\"token operator\">=<\/span> bigquery<span class=\"token punctuation\">.<\/span>LoadJobConfig<span class=\"token punctuation\">(<\/span>\n        source_format<span class=\"token operator\">=<\/span>bigquery<span class=\"token punctuation\">.<\/span>SourceFormat<span class=\"token punctuation\">.<\/span>NEWLINE_DELIMITED_JSON<span class=\"token punctuation\">,<\/span>\n        write_disposition<span class=\"token operator\">=<\/span>bigquery<span class=\"token punctuation\">.<\/span>WriteDisposition<span class=\"token punctuation\">.<\/span>WRITE_APPEND<span class=\"token punctuation\">,<\/span>\n    <span class=\"token punctuation\">)<\/span>\n    job <span class=\"token operator\">=<\/span> self<span class=\"token punctuation\">.<\/span>client<span class=\"token punctuation\">.<\/span>load_table_from_json<span class=\"token punctuation\">(<\/span>rows<span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">.<\/span>table_id<span class=\"token punctuation\">,<\/span> job_config<span class=\"token operator\">=<\/span>job_config<span class=\"token punctuation\">)<\/span>\n    job<span class=\"token punctuation\">.<\/span>result<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%E4%B8%A1%E6%96%B9%E5%BC%8F%E3%81%AE%E6%AF%94%E8%BC%83\" data-line=\"67\" class=\"code-line\">\n \u4e21\u65b9\u5f0f\u306e\u6bd4\u8f03<\/h2>\n<div class=\"s_table\"><table data-line=\"69\" class=\"code-line\">\n<thead data-line=\"69\" class=\"code-line\">\n<tr data-line=\"69\" class=\"code-line\">\n<th>\u9805\u76ee<\/th>\n<th>Streaming Insert<\/th>\n<th>Load Job<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"71\" class=\"code-line\">\n<tr data-line=\"71\" class=\"code-line\">\n<td>INSERT \u5f8c\u306e DML<\/td>\n<td>\u6700\u5927 90 \u5206\u5f85\u6a5f<\/td>\n<td>\u5373\u5ea7\u306b\u53ef\u80fd<\/td>\n<\/tr>\n<tr data-line=\"72\" class=\"code-line\">\n<td>\u30ec\u30a4\u30c6\u30f3\u30b7<\/td>\n<td>\u6570\u79d2<\/td>\n<td>\u6570\u79d2\u301c\u5341\u6570\u79d2<\/td>\n<\/tr>\n<tr data-line=\"73\" class=\"code-line\">\n<td>\u5236\u9650<\/td>\n<td>\u306a\u3057<\/td>\n<td>1,500 jobs\/table\/\u65e5<\/td>\n<\/tr>\n<tr data-line=\"74\" class=\"code-line\">\n<td>\u30b3\u30b9\u30c8<\/td>\n<td>$0.05\/GB<\/td>\n<td>\u7121\u6599<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h2 id=\"%E3%81%BE%E3%81%A8%E3%82%81\" data-line=\"76\" class=\"code-line\">\n \u307e\u3068\u3081<\/h2>\n<ul data-line=\"78\" class=\"code-line\">\n<li data-line=\"78\" class=\"code-line\">Streaming Insert\uff08<code>insert_rows_json<\/code>\uff09\u3067\u633f\u5165\u3057\u305f\u30c7\u30fc\u30bf\u306f\u6700\u5927 90 \u5206\u9593 UPDATE\/DELETE \u3067\u304d\u306a\u3044<\/li>\n<li data-line=\"79\" class=\"code-line\">INSERT \u5f8c\u306b DML \u64cd\u4f5c\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f Load Job\uff08<code>load_table_from_json<\/code>\uff09\u3092\u4f7f\u3046<\/li>\n<\/ul>\n<h2 id=\"%E5%8F%82%E8%80%83%E3%83%AA%E3%83%B3%E3%82%AF\" data-line=\"81\" class=\"code-line\">\n \u53c2\u8003\u30ea\u30f3\u30af<\/h2>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/zozotech\/articles\/e083013ff64406\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b ! \ud83c\udf84 \u672c\u8a18\u4e8b\u306f ZOZO Advent Calendar 2025 \u30b7\u30ea\u30fc\u30ba 8 \u306e 5 \u65e5\u76ee\u3067\u3059\u3002\u305c\u3072\u4ed6\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 BigQuery \u306e Python \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08google-cloud-b [&hellip;]","protected":false},"author":1,"featured_media":26445,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-26444","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BigQuery Streaming Insert \u3057\u305f\u30c7\u30fc\u30bf\u306f\u6700\u5927 90 \u5206\u9593 UPDATE\/DELETE \u3067\u304d\u306a\u3044 - \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\/zozotech\/articles\/e083013ff64406\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BigQuery Streaming Insert \u3057\u305f\u30c7\u30fc\u30bf\u306f\u6700\u5927 90 \u5206\u9593 UPDATE\/DELETE \u3067\u304d\u306a\u3044 - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b ! \ud83c\udf84 \u672c\u8a18\u4e8b\u306f ZOZO Advent Calendar 2025 \u30b7\u30ea\u30fc\u30ba 8 \u306e 5 \u65e5\u76ee\u3067\u3059\u3002\u305c\u3072\u4ed6\u306e\u8a18\u4e8b\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002 BigQuery \u306e Python \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff08google-cloud-b [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zenn.dev\/zozotech\/articles\/e083013ff64406\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-04T16:12:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/12\/1764864750_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\" 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