{"id":67408,"date":"2025-11-21T15:57:28","date_gmt":"2025-11-21T07:57:28","guid":{"rendered":"https:\/\/masterconcept.ai\/blog\/bigquery-x-looker%ef%bc%9a%e5%81%9c%e6%ad%a2%e5%a4%a7%e6%b5%b7%e6%8d%9e%e9%92%88%ef%bc%8c%e7%9b%b4%e6%8e%a5%e4%b8%8e%e6%95%b0%e6%8d%ae%e5%b1%95%e5%bc%80%e5%af%b9%e8%af%9d\/"},"modified":"2025-11-21T15:58:27","modified_gmt":"2025-11-21T07:58:27","slug":"bigquery-x-looker-the-powerful-duo-to-stop-hunting-for-reports-and-start-chatting-with-your-data","status":"publish","type":"post","link":"https:\/\/masterconcept.ai\/zh-hans\/blog\/bigquery-x-looker-the-powerful-duo-to-stop-hunting-for-reports-and-start-chatting-with-your-data\/","title":{"rendered":"BigQuery x Looker\uff1a\u505c\u6b62\u5927\u6d77\u635e\u9488\uff0c\u76f4\u63a5\u4e0e\u6570\u636e\u5c55\u5f00\u5bf9\u8bdd"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u538c\u5026\u4e86\u5728\u590d\u6742\u7684\u4eea\u8868\u677f\u548c\u62a5\u544a\u4e2d\u4e0d\u65ad\u6316\u6398\uff0c\u53ea\u4e3a\u5bfb\u627e\u4e00\u4e2a\u6570\u5b57\uff1f\u5927\u5bb6\u90fd\u60f3\u8981\u4e00\u79cd\u66f4\u7b80\u5355\u3001\u66f4\u5feb\u901f\u83b7\u5f97\u6d1e\u5bdf\u7684\u65b9\u6cd5\uff1a\u76f4\u63a5\u5411\u6570\u636e\u63d0\u95ee\u5e76\u83b7\u5f97\u5373\u65f6\u7b54\u6848\u3002 <\/p>\n\n<p class=\"wp-block-paragraph\"><strong>\u8fd9\u4e0d\u518d\u662f\u5e7b\u60f3\u3002\u900f\u8fc7\u5c06 Looker \u7684\u5bf9\u8bdd\u5f0f\u5206\u6790 API \u4e0e Google BigQuery \u914d\u5bf9\uff0c\u8fd9\u4e2a\u68a6\u5e7b\u7ec4\u5408\u6b63\u5728\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u6211\u4eec\u4e0e\u6570\u636e\u4e92\u52a8\u7684\u65b9\u5f0f\u3002 <\/strong><\/p>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h2 class=\"wp-block-heading\">\u89e3\u6790\u8fd9\u9879\u9b54\u529b\uff1a\u62e5\u6709\u5929\u624d\u56fe\u4e66\u7ba1\u7406\u5458\u7684\u8d85\u80fd\u529b\u6570\u636e\u5e93<\/h2>\n\n<p class=\"wp-block-paragraph\">\u8981\u4e86\u89e3\u8fd9\u9879\u6280\u672f\uff0c\u6765\u770b\u770b\u8fd9\u4e24\u4e2a\u5408\u4f5c\u4f19\u4f34\u662f\u5982\u4f55\u65e0\u7f1d\u534f\u4f5c\u7684\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/cloud.google.com\/bigquery?utm_source=PMAX&amp;utm_medium=PMAX&amp;utm_campaign=17100102-GCP-DR-APAC-TW-en-PMAX-Prospecting-Display-SMB-GCP-TW-BigQuery_EN&amp;utm_content=c--x--9198936-21413325820&amp;utm_term&amp;gclsrc=aw.ds&amp;gad_source=1&amp;gad_campaignid=21421415703&amp;gclid=Cj0KCQiAiKzIBhCOARIsAKpKLAM4qG_tqYR_2jSOmVeZPYYnoAsOEjAuamo_y_faf89dQqVdAkY7V3caAr2HEALw_wcB\" target=\"_blank\" rel=\"noopener\" title=\"\">BigQuery<\/a>\uff1a\u4f01\u4e1a\u7684\u4e2d\u592e\u6570\u636e\u4ed3\u5e93<\/strong><br \/>\u628a BigQuery \u60f3\u6210\u516c\u53f8\u91cc\u5de8\u5927\u3001\u8d85\u5feb\u901f\u7684\u4e2d\u592e\u56fe\u4e66\u9986\u3002\u5b83\u5b89\u5168\u5730\u50a8\u5b58\u7740\u6240\u6709\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u5305\u542b\u9500\u552e\u8bb0\u5f55\u3001\u5ba2\u6237\u884c\u4e3a\u4ee5\u53ca\u8425\u9500\u6d3b\u52a8\u3002\u5b83\u662f\u4f01\u4e1a\u7684<strong>\u5355\u4e00\u4e8b\u5b9e\u6765\u6e90 (single source of truth)<\/strong>\u3002<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/lookerstudio.google.com\/navigation\/reporting\" target=\"_blank\" rel=\"noopener\" title=\"\">Looker<\/a>\uff1a\u4f01\u4e1a\u7684\u5929\u624d\u6570\u636e\u56fe\u4e66\u7ba1\u7406\u5458<\/strong><br \/>Looker \u5728\u8fd9\u4e2a\u56fe\u4e66\u9986\u4e2d\u626e\u6f14\u4e86\u300c\u5929\u624d\u56fe\u4e66\u7ba1\u7406\u5458\u300d\u7684\u89d2\u8272\u3002\u5b83\u80fd\u591f\u7406\u89e3\u4ee5\u4eba\u7c7b\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u62e5\u6709\u4e00\u672c\u7531\u516c\u53f8\u6570\u636e\u4e13\u5bb6\u9884\u5148\u5b9a\u4e49\u597d\u7684<strong>\u300c\u4e1a\u52a1\u8bcd\u5178\u300d\uff08Looker \u7684\u6838\u5fc3\u6280\u672f LookML\uff09<\/strong>\u3002<\/li>\n<\/ul>\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"577\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-1024x577.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-64076 lazyload\" \/><noscript><img decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-1024x577.png\" alt=\"\" class=\"wp-image-64076\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-1024x577.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-300x169.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-768x433.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6-1536x866.png 1536w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-6.png 1564w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h2 class=\"wp-block-heading\">\u300c\u4e0e\u6570\u636e\u5bf9\u8bdd\u300d\u7684\u6d41\u7a0b\uff1a\u7b80\u5355\u4e09\u6b65\u5b9e\u73b0\u5373\u65f6\u6d1e\u5bdf<\/h2>\n\n<ol class=\"wp-block-list\">\n<li><strong>\u63d0\u51fa\u95ee\u9898<\/strong>\uff1a\u5728\u65e5\u5e38\u4f7f\u7528\u7684\u5de5\u5177\u4e2d\uff08\u4f8b\u5982\u5185\u90e8\u804a\u5929\u5e94\u7528\u7a0b\u5e8f\u6216 CRM\uff09\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u95ee\u9898\uff1a\u300c\u4e0a\u4e2a\u5b63\u5ea6\u5728\u9999\u6e2f\u6700\u7545\u9500\u7684\u4ea7\u54c1\u662f\u4ec0\u4e48\uff1f\u300d<\/li>\n\n\n\n<li><strong>Looker \u8fdb\u884c\u7ffb\u8bd1<\/strong>\uff1aLooker \u4f1a\u7acb\u5373\u67e5\u9605\u5b83\u7684\u300c\u4e1a\u52a1\u8bcd\u5178\u300d\uff08LookML\uff09\uff0c\u7406\u89e3\u5230\u300c\u6700\u7545\u9500\u300d\uff08best-selling\uff09\u662f\u6307\u4f9d\u636e\u300c\u603b\u9500\u552e\u6536\u5165\u300d\uff0c\u800c\u975e\u300c\u6570\u91cf\u300d\uff0c\u540c\u65f6\u4e5f\u77e5\u9053\u300c\u9999\u6e2f\u300d\u7684\u7cbe\u786e\u5b9a\u4e49\u3002\u968f\u540e\uff0cLooker \u4f1a\u51c6\u786e\u5730\u5c06\u95ee\u9898\u7ffb\u8bd1\u6210 BigQuery \u80fd\u591f\u7406\u89e3\u7684\u9ad8\u5ea6\u4f18\u5316 SQL \u67e5\u8be2\u3002 <\/li>\n\n\n\n<li><strong>BigQuery \u5373\u65f6\u6267\u884c<\/strong>\uff1aBigQuery \u6536\u5230\u67e5\u8be2\u540e\uff0c\u51ed\u501f\u5176\u5f3a\u5927\u7684\u8fd0\u7b97\u80fd\u529b\uff0c\u5728\u6570\u79d2\u5185\u4ece\u6570\u5341\u4ebf\u884c\u6570\u636e\u4e2d\u627e\u5230\u7b54\u6848\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u4f20\u56de\u7ed9 Looker\u3002<\/li>\n<\/ol>\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"wp-block-paragraph\">\u6700\u540e\uff0cLooker \u4f1a\u5728\u804a\u5929\u7a97\u53e3\u4e2d\u5448\u73b0\u8fd9\u4e2a\u6e05\u6670\u3001\u7b80\u5355\u7684\u7b54\u6848\u3002\u6574\u4e2a\u8fc7\u7a0b\u6d41\u7545\u3001\u5feb\u901f\uff0c\u800c\u4e14\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u5730\u51c6\u786e\u3002 <\/p>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"497\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/Blog-BQLooker-API-1024x497.gif\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-64090 lazyload\" \/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"497\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/Blog-BQLooker-API-1024x497.gif\" alt=\"\" class=\"wp-image-64090\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/Blog-BQLooker-API-1024x497.gif 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/Blog-BQLooker-API-300x146.gif 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/Blog-BQLooker-API-768x373.gif 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h2 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48 BigQuery x Looker \u90a3\u4e48\u5f3a\u5927\uff1f<\/h2>\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd Looker + BigQuery \u7684\u7ec4\u5408\u4e4b\u6240\u4ee5\u80fd\u98a0\u8986\u6e38\u620f\u89c4\u5219\uff0c\u662f\u56e0\u4e3a\u5b83\u514b\u670d\u4e86\u4f20\u7edf\u6570\u636e\u5206\u6790\u7684\u51e0\u5927\u75db\u70b9\uff1a<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6700\u5927\u5316 BigQuery \u6295\u8d44\u6548\u76ca<\/strong>\uff1aLooker \u76f4\u63a5\u5728\u73b0\u6709\u7684 BigQuery \u6570\u636e\u4e0a\u8fd0\u4f5c\uff0c\u4e0d\u9700\u8981\u590d\u5236\u6216\u79fb\u52a8\u8d44\u6599\uff0c\u7acb\u5373\u5c06\u6570\u636e\u4ed3\u5e93\u5347\u7ea7\u4e3a\u4e92\u52a8\u5f0f\u7684\u6d1e\u5bdf\u5f15\u64ce\u3002<\/li>\n\n\n\n<li><strong>\u83b7\u5f97\u53ef\u9760\u4e14\u4e00\u81f4\u7684\u7b54\u6848<\/strong>\uff1aLooker \u7684\u4e2d\u592e\u300c\u4e1a\u52a1\u8bcd\u5178\u300d\uff08LookML\uff09\u5728\u4e00\u4e2a\u5730\u65b9\u5b9a\u4e49\u4e86\u6240\u6709\u6307\u6807\uff0c\u786e\u4fdd\u4ece\u6267\u884c\u957f\u5230\u65b0\u8fdb\u5458\u5de5\u7684\u6bcf\u4e00\u4e2a\u4eba\uff0c\u5bf9\u4e8e\u76f8\u540c\u7684\u95ee\u9898\uff0c\u90fd\u80fd\u83b7\u5f97\u76f8\u540c\u3001\u503c\u5f97\u4fe1\u8d56\u7684\u7b54\u6848\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u666e\u53ca\u5316\uff0c\u968f\u65f6\u968f\u5730\u53d6\u5f97\u6d1e\u5bdf<\/strong>\uff1a\u6570\u636e\u4e0d\u518d\u53ea\u662f\u4e13\u5bb6\u7684\u4e13\u5229\u3002Looker \u5c06\u5206\u6790\u529f\u80fd\u76f4\u63a5\u5d4c\u5165\u5230\u56e2\u961f\u5df2\u5728\u4f7f\u7528\u7684\u5de5\u5177\u4e2d\uff08\u50cf\u662f Slack \u6216 CRM\uff09\uff0c\u628a\u6d1e\u5bdf\u76f4\u63a5\u653e\u8fdb\u65e5\u5e38\u5de5\u4f5c\u6d41\u7a0b\u91cc\u3002 <\/li>\n\n\n\n<li><strong>\u667a\u6167\u4e0e\u5b9e\u529b\u7684\u5b8c\u7f8e\u7ed3\u5408<\/strong>\uff1a\u7ed3\u5408 Looker \u7684\u300c\u667a\u6167\u300d\uff0c\u80fd\u667a\u80fd\u5730\u63d0\u51fa\u6b63\u786e\u95ee\u9898\uff0c\u5e76\u5229\u7528 BigQuery \u7684\u300c\u5b9e\u529b\u300d\uff0c\u5728\u6570\u79d2\u5185\u4e8e\u5e9e\u5927\u7684\u6570\u636e\u96c6\u4e0a\u627e\u5230\u7b54\u6848\uff0c\u8f7b\u677e\u5e94\u5bf9\u6700\u590d\u6742\u7684\u5206\u6790\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" data-src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-1024x559.png\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"\" class=\"wp-image-64082 lazyload\" \/><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"559\" src=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-1024x559.png\" alt=\"\" class=\"wp-image-64082\" srcset=\"https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-1024x559.png 1024w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-300x164.png 300w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-768x419.png 768w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8-1536x838.png 1536w, https:\/\/masterconcept.ai\/wp-content\/uploads\/2025\/09\/image-8.png 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h2 class=\"wp-block-heading\">\u7acb\u5373\u5f00\u59cb\u4e0e\u6570\u636e\u5bf9\u8bdd<\/h2>\n\n<p class=\"wp-block-paragraph\">BigQuery \u548c Looker \u4e4b\u95f4\u7684\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\uff0c\u6807\u5fd7\u7740\u6211\u4eec\u4e0e\u6570\u636e\u4e92\u52a8\u65b9\u5f0f\u7684\u6839\u672c\u8f6c\u53d8\uff0c\u4ece\u8017\u65f6\u7684\u300c\u730e\u53d6\u6570\u636e\u300d\u8fc7\u7a0b\uff0c\u6f14\u8fdb\u4e3a\u8f7b\u677e\u6d41\u7545\u7684\u300c\u4e0e\u6570\u636e\u5bf9\u8bdd\u300d\u3002<\/p>\n\n<p class=\"wp-block-paragraph\">\u8fd9\u8ba9\u516c\u53f8\u91cc\u6240\u6709\u540c\u4ec1\u90fd\u80fd\u5373\u65f6\u4ece BigQuery \u8fd9\u4e2a\u6570\u636e\u91d1\u77ff\u4e2d\u63d0\u53d6\u6d1e\u5bdf\uff0c\u4ee5\u63a8\u52a8\u65e5\u5e38\u51b3\u7b56\uff0c\u771f\u6b63\u5c06\u6570\u636e\u7684\u529b\u91cf\u5d4c\u5165\u4f01\u4e1a\u7684\u6bcf\u4e00\u4e2a\u89d2\u843d\u3002\u51c6\u5907\u597d\u4f53\u9a8c\u8fd9\u79cd\u5168\u65b0\u3001\u9ad8\u6548\u7387\u7684\u5de5\u4f5c\u65b9\u5f0f\u4e86\u5417\uff1f\u7acb\u5373\u8054\u7cfb <strong><a href=\"https:\/\/masterconcept.ai\/zh-hant\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u601d\u60f3\u79d1\u6280 Master Concept<\/a><\/strong>\uff0c\u4e86\u89e3\u5982\u4f55\u4e3a\u60a8\u7684\u4f01\u4e1a\u5bfc\u5165\u8fd9\u5957\u5f3a\u5927\u7684\u89e3\u51b3\u65b9\u6848\u3002 <\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-white-color has-luminous-vivid-amber-background-color has-text-color has-background wp-element-button\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjgwOSIsInRvZ2dsZSI6ZmFsc2V9\">\u8054\u7cfb\u601d\u60f3\u79d1\u6280\uff0c\u5f00\u542f\u6570\u5b57\u65c5\u7a0b\uff01<\/a><\/div>\n<\/div>\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u538c\u5026\u4e86\u5728\u590d\u6742\u7684\u4eea\u8868\u677f\u548c\u62a5\u544a\u4e2d\u4e0d\u65ad\u6316\u6398\uff0c\u53ea\u4e3a\u5bfb\u627e\u4e00\u4e2a\u6570\u5b57\uff1f\u5927\u5bb6\u90fd\u60f3\u8981\u4e00\u79cd\u66f4\u7b80\u5355\u3001\u66f4\u5feb\u901f\u83b7\u5f97\u6d1e\u5bdf\u7684\u65b9\u6cd5\uff1a\u76f4\u63a5\u5411\u6570\u636e [&hellip;]<\/p>\n","protected":false},"author":53,"featured_media":4263,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[115],"tags":[],"region":[998],"class_list":["post-67408","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","region-all"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"GGoogle Cloud 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