{"id":57448,"date":"2025-04-09T15:56:15","date_gmt":"2025-04-09T07:56:15","guid":{"rendered":"https:\/\/masterconcept.ai\/?p=57448"},"modified":"2025-06-13T15:19:22","modified_gmt":"2025-06-13T07:19:22","slug":"gcp-kol-x-master-concept-considerations-for-developing-programs-using-gcp-service-account","status":"publish","type":"post","link":"https:\/\/masterconcept.ai\/zh-hant\/learning-column\/gcp-kol-x-master-concept-considerations-for-developing-programs-using-gcp-service-account\/","title":{"rendered":"\u3010\u6771\u6771\u8001\u5e2b X \u601d\u60f3\u79d1\u6280\u3011\u4f7f\u7528 GCP Service Account \u958b\u767c\u7a0b\u5f0f\u7684\u6ce8\u610f\u4e8b\u9805"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u524d\u9762\u4e0a\u4e00\u7bc7\u63d0\u5230\u7684 <a href=\"https:\/\/masterconcept.ai\/zh-hant\/learning-column\/gcp-kol-x-master-concept-tips-for-developing-programs-using-gcp-service-account\/\" target=\"_blank\" rel=\"noopener\" title=\"GCP Service Account \u5404\u9805\u6280\u5de7\">GCP Service Account \u5404\u9805\u6280\u5de7<\/a>\uff0c\u6709\u4e9b\u9700\u8981\u6642\u9593\u6162\u6162\u5efa\u7acb\uff0c\u5982\u679c\u8981\u7acb\u523b\u53ef\u4ee5\u57f7\u884c\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u9075\u5b88\u4ee5\u4e0b\u9632\u7bc4\u7684\u5404\u9805\u52d5\u4f5c\uff1a<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4f7f\u7528 Service Account \u7684\u6ce8\u610f\u4e8b\u9805<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e00) \u9632\u7bc4\u6191\u8b49\u5916\u6d29<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1. \u907f\u514d\u5c07\u91d1\u9470\u4fdd\u5b58\u5728\u81e8\u6642\u4f4d\u7f6e\uff0c\u4f8b\u5982\u96fb\u8166\u684c\u9762\u3001\u5171\u7528\u96fb\u8166\u6216\u5171\u4eab\u7684\u7db2\u8def\u8cc7\u6599\u593e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. \u4e0d\u8981\u5728\u7528\u6236\u9593\u76f4\u63a5\u50b3\u905e Service Account \u91d1\u9470\u6587\u4ef6\uff0c\u4f8b\u5982\u5b58\u5728 Line \u7fa4\u7d44\u3001Email \u6216\u96f2\u7aef\u786c\u789f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. \u9632\u6b62\u5c07\u91d1\u9470\u63d0\u4ea4\u5230\u539f\u59cb\u78bc\u5132\u5b58\u5eab\uff0c\u4f8b\u5982 GitHub \u6216 GitLab\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. \u4e0d\u8981\u5c07\u91d1\u9470\u5d4c\u5165\u7a0b\u5e8f\u7684\u4e8c\u9032\u4f4d\u6a94\uff0c\u5982\u679c\u6709\u4eba\u7372\u53d6\u4e86\u4f60\u7684\u4e8c\u9032\u4f4d\u6a94\uff0c\u4ed6\u5011\u53ef\u80fd\u80fd\u5920\u63d0\u53d6\u51fa\u9019\u4e9b\u91d1\u9470\uff0c\u800c\u4e14\u7576\u4f60\u9700\u8981\u66f4\u65b0\u91d1\u9470\u6642\uff0c\u4f60\u5fc5\u9808\u91cd\u65b0\u7de8\u8b6f\u6574\u500b\u7a0b\u5f0f\uff0c\u4e0d\u5b89\u5168\u4e5f\u5f88\u9ebb\u7169\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. \u524d\u9762\u96d6\u7136\u63d0\u5230\u4f7f\u7528 Secret Manager \u4f86\u5132\u5b58 Key\uff0c\u4f46\u80fd\u5920\u4e0d\u4f7f\u7528 Service Account Key\uff0c\u5c31\u76e1\u91cf\u4e0d\u4f7f\u7528\uff0c\u5efa\u8b70\u9084\u662f\u4f7f\u7528 Workload Identity Federation\u3001HSM\u3001TPM \u6216\u81ea\u7c3d\u8b49\u66f8\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e8c) \u9632\u7bc4\u5b89\u5168\u914d\u7f6e\u554f\u984c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u9700\u8981\u7279\u5225\u5c0f\u5fc3\u8655\u7406\u90a3\u4e9b\u5b89\u5168\u8a8d\u8b49\u6587\u4ef6\u3002\u9019\u4e9b X.509 \u8b49\u66f8\u6a94\u6848\uff08\u5c31\u662f\u90a3\u7a2e\u5e36\u6709 .pem \u6216 .crt \u526f\u6a94\u540d\u7684\u6a94\u6848\uff09\uff0c\u5b83\u53ef\u80fd\u6703\u5305\u542b\u6bd4\u4f60\u60f3\u50cf\u7684\u66f4\u591a\u8cc7\u8a0a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\uff0c\u8acb\u78ba\u4fdd\u4f60\u4e0d\u8981\u5728\u9019\u4e9b\u8b49\u66f8\u4e2d\u653e\u5165\u654f\u611f\u8cc7\u8a0a\u3002\u4f8b\u5982\uff0c\u4e0d\u8981\u5728\u88e1\u9762\u5beb\u4f60\u516c\u53f8\u7684\u5167\u90e8\u7cfb\u7d71\u540d\u7a31\u3001\u4f3a\u670d\u5668\u4f4d\u7f6e\u6216\u5176\u4ed6\u6a5f\u5bc6\u8cc7\u6599\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6b21\uff0c\u7576\u4f60\u586b\u5beb\u8b49\u66f8\u7684\u300cSubject\u300d\uff08\u4e3b\u9ad4\uff09\u6b04\u4f4d\u6642\uff0c\u8acb\u4f7f\u7528\u4e00\u822c\u6027\u7684\u540d\u7a31\uff0c\u50cf\u662f\u300cGCP\u670d\u52d9\u5e33\u6236\u300d\u6216\u300c\u61c9\u7528\u7a0b\u5f0f\u8a8d\u8b49\u300d\uff0c\u800c\u4e0d\u662f\u5177\u9ad4\u7684\u7cfb\u7d71\u540d\u7a31\u5982\u300c\u516c\u53f8\u8ca1\u52d9\u7cfb\u7d71\u4e3b\u6a5f\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\uff0c\u8b49\u66f8\u4e2d\u6709\u4e9b\u662f\u9078\u586b\u6b04\u4f4d\uff0c\u50cf\u662f\u5730\u5740\u3001\u57ce\u5e02\u3001\u90f5\u905e\u5340\u865f\u7b49\uff0c\u5efa\u8b70\u4f60\u4e0d\u8981\u586b\u5beb\u9019\u4e9b\u8cc7\u8a0a\u3002\u56e0\u70ba\u5982\u679c\u99ed\u5ba2\u53d6\u5f97\u4e86\u9019\u4e9b\u8b49\u66f8\uff0c\u4ed6\u5011\u53ef\u4ee5\u5229\u7528\u9019\u4e9b\u5730\u9ede\u8cc7\u8a0a\u4f86\u731c\u6e2c\u4f60\u7684\u5be6\u9ad4\u4f3a\u670d\u5668\u4f4d\u7f6e\uff0c\u6216\u662f\u7528\u4f86\u767c\u52d5\u66f4\u5177\u91dd\u5c0d\u6027\u7684\u91e3\u9b5a\u653b\u64ca\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e09) \u9632\u7bc4\u6b0a\u9650\u63d0\u5347\u98a8\u96aa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u70ba\u5982\u679c\u91d1\u9470\u88ab\u4e0d\u7576\u53d6\u5f97\uff0c\u99ed\u5ba2\u53ef\u80fd\u5229\u7528\u9019\u4e9b\u6191\u8b49\u4f86\u9032\u884c\u5404\u7a2e\u7834\u58de\u3002\u5c24\u5176\u662f Editor \u89d2\u8272\u53ef\u80fd\u5e36\u4f86\u7684\u5b89\u5168\u96b1\u60a3\uff0c\u5b83\u7684\u6b0a\u9650\u5be6\u5728\u662f\u592a\u5927\uff0c\u82e5\u88ab\u6feb\u7528\u53ef\u80fd\u9020\u6210\u56b4\u91cd\u640d\u5bb3\uff0c\u5efa\u8b70\u63a1\u7528\u6700\u5c0f\u6b0a\u9650\u539f\u5247\uff0c\u53ea\u6388\u4e88\u5fc5\u8981\u7684\u6b0a\u9650\uff0c\u524d\u9762\u63d0\u4e86\u5f88\u591a\u6b21\uff0c\u4f46\u9084\u662f\u518d\u554f\u4e00\u6b21\uff0c\u4f60\u771f\u7684\u6709\u78ba\u5be6\u9075\u5b88\u55ce\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u6b21\uff0c\u61c9\u907f\u514d\u5728\u6a94\u6848\u7cfb\u7d71\uff08\u672c\u6a5f\u96fb\u8166\u3001VM \u7684\u67d0\u500b\u76ee\u9304\uff09\u4e2d\u76f4\u63a5\u5b58\u5132\u91d1\u9470\uff0c\u56e0\u70ba\u9019\u6a23\u5f88\u5bb9\u6613\u88ab\u5176\u4ed6\u4eba\u62ff\u5230\u6216\u5728\u7cfb\u7d71\u5099\u4efd\u904e\u7a0b\u4e2d\u6d29\u9732\u3002\u771f\u7684\u8981\u7528\uff0c\u5efa\u8b70\u4f7f\u7528 Secret Manager \u4f86\u5b89\u5168\u5b58\u5132\u9019\u4e9b\u654f\u611f\u6191\u8b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\uff0c\u5728\u865b\u64ec\u5316\u74b0\u5883\uff08\u5982\u5bb9\u5668\u6216\u865b\u64ec\u6a5f\uff09\u4e2d\u4f7f\u7528 Service Account \u91d1\u9470\u6642\uff0c\u8981\u9632\u6b62\u5e95\u5c64\u5b89\u5168\u554f\u984c\uff0c\u56e0\u70ba\u5e95\u5c64\u4e3b\u6a5f\u88ab\u5165\u4fb5\u7684\u8a71\uff0c\u53ef\u80fd\u5c0e\u81f4\u6240\u6709\u865b\u64ec\u74b0\u5883\u7684\u91d1\u9470\u90fd\u88ab\u6d29\u9732\u3002\u5728\u9019\u7a2e\u60c5\u6cc1\u4e0b\uff0c\u53ef\u8003\u616e\u4f7f\u7528\u81e8\u6642\u6191\u8b49\u6216 Workload Identity\uff0c\u4f86\u6e1b\u5c11\u91d1\u9470\u6d29\u9732\u7684\u98a8\u96aa\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u540c\u5834\u52a0\u6620\uff1a\u9632\u6b62\u547c\u53eb API \u7206\u91cf\u7684\u65b9\u6cd5&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GCP \u63d0\u4f9b\u4e86\u8c50\u5bcc\u7684 API \u670d\u52d9\uff0c\u5e7e\u4e4e\u6240\u6709 GCP \u7684\u529f\u80fd\uff0c\u90fd\u662f\u4ee5 API \u7684\u5f62\u5f0f\u5728\u904b\u4f5c\uff0c\u8b93\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u900f\u904e\u7a0b\u5f0f\u4f86\u81ea\u52d5\u5316\u5b58\u53d6\u5404\u7a2e\u96f2\u7aef\u8cc7\u6e90\u3002\u4f46\u5982\u679c\u6c92\u6709\u52a0\u4ee5\u63a7\u5236\uff0cAPI \u53ef\u80fd\u88ab\u904e\u5ea6\u547c\u53eb\uff0c\u5c0e\u81f4\u6210\u672c\u6025\u5287\u4e0a\u5347\uff0c\u751a\u81f3\u9020\u6210\u670d\u52d9\u7570\u5e38\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e00) API \u7206\u91cf\u7684\u767c\u751f\u60c5\u5883<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7a2e\u554f\u984c\u901a\u5e38\u767c\u751f\u5728\u4ee5\u4e0b\u5e7e\u7a2e\u60c5\u5883\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. \u958b\u767c\u6216\u6e2c\u8a66\u74b0\u5883\u672a\u8a2d\u9650<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u767c\u4eba\u54e1\u53ef\u80fd\u5728\u6e2c\u8a66\u6642\uff0c\u6c92\u6709\u628a\u7a0b\u5f0f\u78bc\u5beb\u5f97\u5b8c\u5584\uff0c\u4e0d\u614e\u89f8\u767c\u5927\u91cf API \u8acb\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. \u7cfb\u7d71\u932f\u8aa4\u6216\u7a0b\u5f0f Bug<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\u7121\u9650\u8ff4\u5708 \uff08For Loop\uff09\u6216\u975e\u9810\u671f\u7684\u91cd\u8a66\u6a5f\u5236\uff0c\u5c0e\u81f4 API \u88ab\u983b\u7e41\u547c\u53eb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. \u6d41\u91cf\u66b4\u589e<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a81\u7136\u7684\u6d41\u91cf\u9ad8\u5cf0\uff0c\u4f8b\u5982 DDoS \u653b\u64ca\u6216\u7528\u6236\u6fc0\u589e\uff0c\u53ef\u80fd\u5c0e\u81f4 API \u914d\u984d\u8fc5\u901f\u8017\u76e1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. \u60e1\u610f\u6feb\u7528<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c API \u6c92\u6709\u9069\u7576\u7684\u8eab\u4efd\u9a57\u8b49\u8207\u6388\u6b0a\u63a7\u5236\uff0c\u53ef\u80fd\u6703\u88ab\u672a\u6388\u6b0a\u7528\u6236\u6feb\u7528\uff0c\u5982\u4e0a\u8ff0 Service Account Key \u88ab\u76dc\u7528\uff0c\u5982\u679c\u9019\u500b Key \u5177\u6709\u5efa\u7acb\u865b\u64ec\u6a5f\u5668\u7684\u6b0a\u9650\uff0c\u5c31\u6703\u88ab\u4efb\u610f\u5efa\u7acb\u5927\u91cf\u4e3b\u6a5f\uff0c\u57f7\u884c\u6316\u7926\u6216\u4f5c\u70ba\u6bad\u5c4d\u96fb\u8166\uff0c\u662f\u4e0a\u8ff0\u60c5\u5883\u4e2d\u6700\u5371\u96aa\u7684\u60c5\u6cc1\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e8c) \u9650\u5236 GCP API \u547c\u53eb\u7684\u65b9\u6cd5<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u8a2d\u5b9a\u6d88\u8cbb\u9810\u7b97\u8b66\u5831<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">GCP Cloud Billing \u5141\u8a31\u8a2d\u5b9a\u9810\u7b97\u8b66\u5831\uff0c\u4e00\u65e6 API \u8cbb\u7528\u9054\u5230\u7279\u5b9a\u95be\u503c\uff0c\u7cfb\u7d71\u6703\u81ea\u52d5\u767c\u9001\u901a\u77e5\uff0c\u63d0\u9192\u4f7f\u7528\u8005\u6ce8\u610f API \u958b\u92b7\u3002\u50cf\u6211\u81ea\u5df1\u662f\u771f\u7684\u628a\u9810\u7b97\u8b66\u5831\u7528\u5230\u300c\u6975\u81f4\u300d\uff0c\u4e0d\u8981\u8aaa\u8d85\u904e 50 \u7f8e\u91d1\u8981\u901a\u77e5\uff0c\u6211\u53ea\u8981\u6bcf\u8d85\u904e 1 \u7f8e\u91d1\u90fd\u8981\u6536\u5230\u901a\u77e5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXd5QZPNLBOVVimGLNDAK2u8pglGf7CyW6Z2FSquHKPhlP5Ls_w6z2tY7yC0qeCinlG2UN8tV-O-9DLWhQT8qe5E6apQx8UXvAyln_oSLz9CVQxgJ00RfoKMNOzdzC14_oVh9epK?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 17 \u9810\u7b97\u901a\u77e5\u9580\u6abb\u8d8a\u591a\u8d8a\u597d\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXd5QZPNLBOVVimGLNDAK2u8pglGf7CyW6Z2FSquHKPhlP5Ls_w6z2tY7yC0qeCinlG2UN8tV-O-9DLWhQT8qe5E6apQx8UXvAyln_oSLz9CVQxgJ00RfoKMNOzdzC14_oVh9epK?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 17 \u9810\u7b97\u901a\u77e5\u9580\u6abb\u8d8a\u591a\u8d8a\u597d\n\"><\/noscript><figcaption class=\"wp-element-caption\">17 \u9810\u7b97\u901a\u77e5\u9580\u6abb\u8d8a\u591a\u8d8a\u597d<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u662f GCP \u9810\u7b97\u8b66\u5831\u8981\u9694\u4e00\u5929\u624d\u77e5\u9053\uff0c\u5728\u6b63\u5e38\u4f7f\u7528\u7684\u60c5\u6cc1\u4e0b\uff0cGCP \u7684\u8cbb\u7528\u4e0d\u6703\u8d85\u51fa\u592a\u591a\u3002\u4f46\u5982\u679c\u662f\u88ab\u99ed\u5ba2\u5165\u4fb5\u6216\u653b\u64ca\uff0c\u7576\u4f60\u770b\u5230\u8b66\u5831\u6642\uff0c\u53ef\u80fd\u5df2\u7d93\u7522\u751f\u4e00\u767e\u842c\u7684 GCP \u8cbb\u7528\u4e86\uff0c\u6240\u4ee5\u9019\u662f\u7de9\u4e0d\u6fdf\u6025\u7684\uff0c\u8acb\u518d\u642d\u914d\u4e0b\u9762\u63d0\u5230\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u52a0\u5f37 Service Account \u6b0a\u9650\u63a7\u5236<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u50cf\u524d\u9762\u63d0\u5230\u6700\u57fa\u672c\u7684\u8981\u6c42\uff0c\u5c31\u662f\u70ba Service Account \u8a2d\u7f6e\u6700\u5c0f\u6b0a\u9650\u539f\u5247\uff0c\u9650\u5236\u5404\u500b Service Account \u53ea\u80fd\u547c\u53eb\u7279\u5b9a\u7684 API \u548c\u670d\u52d9\uff0c\u751a\u81f3\u4e0d\u540c\u74b0\u5883\u90fd\u7528\u4e0d\u540c\u7684 Service Account\uff0c\u8b93\u5b83\u7121\u6cd5\u96a8\u610f\u547c\u53eb GCP \u7684 API\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u8a2d\u5b9a API \u914d\u984d\u9650\u5236<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 GCP \u4e0a\u547c\u53eb API \u6709\u591a\u7a2e\u65b9\u5f0f\uff0c\u5305\u62ec\u4f7f\u7528 Service Account \u548c API Key\uff0cAPI Key \u662f\u4e00\u7a2e\u76f8\u5c0d\u7c21\u55ae\u7684\u8a8d\u8b49\u65b9\u5f0f\uff0c\u5b83\u53ea\u662f\u4e00\u500b\u5b57\u4e32\uff0c\u4f8b\u5982\u300cAIzaSy\u2026\u2026\u2026M-O1pNg\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">API Key \u4e3b\u8981\u7528\u65bc\u7279\u5b9a API \u7684\u5b58\u53d6\u63a7\u5236\uff0c\u4f60\u53ef\u4ee5\u8a2d\u5b9a\u9019\u500b Key \u53ea\u80fd\u547c\u53eb Compute Engine API\uff0c\u5176\u4ed6 API \u90fd\u4e0d\u80fd\u547c\u53eb\u3002\u6709\u4e9b\u670d\u52d9\u80fd\u5920\u9650\u5236 API \u8acb\u6c42\u914d\u984d\uff0c\u53ef\u4ee5\u6709\u6548\u78ba\u4fdd API \u7684\u547c\u53eb\u6b21\u6578\uff0c\u5c24\u5176\u662f\u53ef\u4ee5\u9650\u5236\u4e00\u5929\u4e4b\u5167\u6216\u4e00\u5206\u9418\u4e4b\u5167\u7684\u6b21\u6578\u4e0a\u9650\uff0c\u751a\u81f3\u80fd\u5340\u5206\u6bcf\u500b\u4f7f\u7528\u8005\u7684\u547c\u53eb\u4e0a\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u53ef\u4ee5\u78ba\u4fdd\u842c\u4e00 API Key \u88ab\u99ed\u5ba2\u53d6\u5f97\uff0c\u547c\u53eb\u6b21\u6578\u4e5f\u80fd\u9650\u5236\u5728\u67d0\u500b\u6b21\u6578\u7bc4\u570d\u4e4b\u5167\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcYbOfZnIZnJcIRoa6ZklnOQTbb2rD8wYS85SAgQLYizUCmCXzRY__iKd_S3zQnz9d4n65TZgF2vZdwMf4pNONwdpg9k6_ScxNLz0DVy891jjaIz1RVScINhFNlD0P4CTlt5vRjCw?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 18 \u9650\u5236 API \u6bcf\u5929\u6216\u6bcf\u5206\u9418\u7684\u4f7f\u7528\u914d\u984d\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcYbOfZnIZnJcIRoa6ZklnOQTbb2rD8wYS85SAgQLYizUCmCXzRY__iKd_S3zQnz9d4n65TZgF2vZdwMf4pNONwdpg9k6_ScxNLz0DVy891jjaIz1RVScINhFNlD0P4CTlt5vRjCw?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 18 \u9650\u5236 API \u6bcf\u5929\u6216\u6bcf\u5206\u9418\u7684\u4f7f\u7528\u914d\u984d\n\"><\/noscript><figcaption class=\"wp-element-caption\">18 \u9650\u5236 API \u6bcf\u5929\u6216\u6bcf\u5206\u9418\u7684\u4f7f\u7528\u914d\u984d<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u8a2d\u5b9a\u8cc7\u6e90\u914d\u984d<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u9664\u4e86\u50cf API \u53ef\u4ee5\u9650\u5236\u547c\u53eb\u6b21\u6578\uff0c\u5728 GCP IAM \u88e1\u7ba1\u7406\u7684\u5247\u662f\u8cc7\u6e90\u914d\u984d\uff0c\u4f8b\u5982\u5c08\u6848\u5167\u53ef\u4ee5\u5efa\u7acb\u7684 VM \u6578\u91cf\u3001vCPU \u6838\u5fc3\u6578\u3001\u5132\u5b58\u5bb9\u91cf\u7b49\u5404\u7a2e\u8cc7\u6e90\u53ef\u88ab\u958b\u555f\u7684\u6578\u91cf\u4e0a\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u500b\u4eba\u8a8d\u70ba\u9019\u662f\u66f4\u91cd\u8981\u7684\uff0c\u56e0\u70ba\u5047\u5982\u99ed\u5ba2\u76dc\u53d6\u4f60\u7684\u5e33\u865f\uff0c\u6216\u662f Service Account Key\uff0c\u4ed6\u53ef\u4ee5\u76f4\u63a5\u5728\u4f60\u7684 GCP \u5c08\u6848\u5167\u4efb\u610f\u958b\u555f\u6a5f\u5668\uff0c\u8981\u6ce8\u610f\u4ed6\u4e0d\u662f\u4e00\u53f0\u4e00\u53f0\u624b\u52d5\u958b\u6a5f\u5668\uff0c\u4ed6\u662f\u7528\u7a0b\u5f0f\u81ea\u52d5\u5316\u7684\u6280\u8853\uff0c\u5728\u6bcf\u500b Region \u628a\u4f60\u7684\u6a5f\u5668\u300c\u958b\u597d\u958b\u6eff\u300d\uff0c\u76f4\u63a5\u958b\u5230\u914d\u984d\u4e0a\u9650\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5 N1 \u7684 vCPU \u4f86\u8aaa\uff0c\u5982\u679c\u4f60\u662f\u4ee5\u500b\u4eba\u4fe1\u7528\u5361\u4f7f\u7528 GCP\uff0c\u6bcf\u500b Region \u521d\u671f\u53ea\u80fd\u7528\u5230 24 vCPU\uff0c\u96a8\u8457\u4f7f\u7528\u6642\u9593\u8d8a\u9577\uff0c\u914d\u984d\u6703\u81ea\u52d5\u8abf\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u662f\u4f60\u7684\u5c08\u6848\u5e33\u55ae\u5982\u679c\u76f4\u63a5\u7d81\u5b9a\u5728\u4ee3\u7406\u5546\uff0c\u7cfb\u7d71\u6703\u5224\u5b9a\u4f60\u662f\u7b49\u7d1a\u8f03\u9ad8\u7684\u7528\u6236\uff0c\u4f60\u5728\u6bcf\u500b Region \u80fd\u4f7f\u7528\u7684 vCPU \u5c31\u6703\u63d0\u9ad8\u4e0d\u5c11\uff0c\u842c\u4e00\u88ab\u99ed\uff0c\u5c31\u6703\u8b8a\u6210\u6bcf\u500b Region \u7684\u4e3b\u6a5f\u3001CPU \u751a\u81f3 GPU\uff0c\u5168\u90e8\u958b\u6eff\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u8981 1~2 \u5929\u7684\u6642\u9593\uff0c\u5c31\u53ef\u4ee5\u5728\u4e00\u500b\u5c08\u6848\u5167\uff0c\u958b\u300c\u5e7e\u842c\u53f0\u300d\u6a5f\u5668\uff0c\u9694\u5929\u5c31\u6703\u6536\u5230\u300c\u767e\u842c\u300d\u7b49\u7d1a\u7684\u5e33\u55ae\uff0c\u7b49\u4f60\u6536\u5230\u5e33\u55ae\u8b66\u793a\u5df2\u7d93\u4f86\u4e0d\u53ca\u4e86\u3002\u9019\u662f\u78ba\u5be6\u6709\u767c\u751f\u904e\u7684\u60c5\u6cc1\uff0c\u7d55\u975e\u675c\u64b0\uff0c\u9019\u5c31\u56de\u5230\u4f60\u7684 Service Account Key \u52d9\u5fc5\u4fdd\u7ba1\u597d\uff0c\u751a\u81f3\u4f7f\u7528\u5176\u4ed6\u9a57\u8b49\u65b9\u5f0f\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeGGtBymoXesu961wnmUXWJ6pkD1BTMTFhF_X82LcyoC3n3Win4GrQdvj31NC7PBblgqAggNKdRWNvqlJRQkjnQHiwr4Eegu30k5jEPbf1auGIPJEnu3bzXyGpvgb3l8tQ6UYkSrA?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 19 \u9577\u671f\u4f7f\u7528\u6216\u7d81\u5b9a\u4ee3\u7406\u5546\u7684 GCP \u5c08\u6848\u6709\u8f03\u9ad8\u7684\u8cc7\u6e90\u914d\u984d\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeGGtBymoXesu961wnmUXWJ6pkD1BTMTFhF_X82LcyoC3n3Win4GrQdvj31NC7PBblgqAggNKdRWNvqlJRQkjnQHiwr4Eegu30k5jEPbf1auGIPJEnu3bzXyGpvgb3l8tQ6UYkSrA?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 19 \u9577\u671f\u4f7f\u7528\u6216\u7d81\u5b9a\u4ee3\u7406\u5546\u7684 GCP \u5c08\u6848\u6709\u8f03\u9ad8\u7684\u8cc7\u6e90\u914d\u984d\n\"><\/noscript><figcaption class=\"wp-element-caption\">19 \u9577\u671f\u4f7f\u7528\u6216\u7d81\u5b9a\u4ee3\u7406\u5546\u7684 GCP \u5c08\u6848\u6709\u8f03\u9ad8\u7684\u8cc7\u6e90\u914d\u984d<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u96e3\u9053\u6c92\u6709\u5176\u4ed6\u89e3\u6c7a\u8fa7\u6cd5\u55ce\uff1f\u6709\u7684\uff0c\u5c31\u662f\u6e1b\u5c11\u914d\u984d\uff0c\u5efa\u8b70\u91dd\u5c0d\u6bcf\u500b\u578b\u865f\uff0c\u4f8b\u5982 N1\u3001N2 \u7684 vCPU\uff0c\u800c\u4e14\u6bcf\u500b Region \u90fd\u8981\u6e1b\u5c11\u3002\u5982\u679c\u4f60\u6c92\u6709\u5728\u7528 GPU\uff0c\u5c31\u76f4\u63a5\u628a\u6bcf\u500b GPU \u914d\u984d\u6539\u6210 0\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXex99An8SCw4nIjD5rqgxY8CPYNSwOE4ws-ri_k2Qi1EbbeijgYeF6WFllJsQIvfB6kSaD6jd63i02g2BFSa3WYBkVfDdFZlJIb9HN_nZC1BysgMcHswQNip3ytgGUb-VqKcVwc?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"20 \u6e1b\u5c11 CPU \u914d\u984d\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXex99An8SCw4nIjD5rqgxY8CPYNSwOE4ws-ri_k2Qi1EbbeijgYeF6WFllJsQIvfB6kSaD6jd63i02g2BFSa3WYBkVfDdFZlJIb9HN_nZC1BysgMcHswQNip3ytgGUb-VqKcVwc?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"20 \u6e1b\u5c11 CPU \u914d\u984d\n\"><\/noscript><figcaption class=\"wp-element-caption\">20 \u6e1b\u5c11 CPU \u914d\u984d<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u80fd\u6703\u60f3\uff0c\u99ed\u5ba2\u9032\u4f86\u4e5f\u53ef\u4ee5\u63d0\u9ad8\u914d\u984d\u554a\uff1f\u9019\u9ede\u4e0d\u7528\u64d4\u5fc3\uff0c\u6e1b\u5c11\u914d\u984d\u53ef\u4ee5\u6539\u5b8c\u7576\u4e0b\u5c31\u751f\u6548\uff0c\u4f46\u662f\u5982\u679c\u8981\u589e\u52a0\u914d\u984d\u8d85\u904e\u9810\u8a2d\u503c\uff0cGoogle \u90a3\u908a\u81f3\u5c11\u9700\u8981\u5169\u5929\u7684\u6642\u9593\u4eba\u5de5\u5be9\u6838\uff0c\u9084\u8981\u586b\u5beb\u806f\u7d61\u65b9\u5f0f\u5305\u542b\u96fb\u8a71\u865f\u78bc\uff0c\u6240\u4ee5\u99ed\u5ba2\u4e0d\u6703\u53bb\u505a\u7684\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u8a2d\u5b9a\u5404\u500b\u670d\u52d9\u7684\u904b\u4f5c\u4e0a\u9650&nbsp;<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">(1) Compute Engine \u7684\u914d\u984d\u9650\u5236<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u524d\u6bb5\u63d0\u5230\u7684\u4f8b\u5b50\uff0c\u4f60\u53ef\u4ee5\u901a\u904e\u914d\u984d\u9650\u5236\u4f86\u63a7\u5236\u8cc7\u6e90\u4f7f\u7528\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">(2) Google App Engine \u5fc5\u9808\u8981\u8abf\u6574 app.yaml<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u4eba\u90fd\u4e0d\u77e5\u9053\uff0cApp Engine \u9810\u8a2d\u6c92\u6709\u8a2d\u5b9a\u4e0a\u9650\uff0c\u4ee3\u8868\u5b83\u6703\u7121\u9650\u64f4\u5145\uff0c\u91cd\u9ede\u662f\uff0c\u5f88\u591a\u4eba\u90fd\u4e00\u76f4\u4ee5\u70ba\u4ed6\u7684 App Engine \u53ea\u6709\u4e00\u53f0\u6a5f\u5668\u5728\u8dd1\uff0c\u76f4\u5230\u770b\u5230\u5e33\u55ae\u624d\u767c\u73fe\u539f\u4f86\u5b83\u5728\u67d0\u500b\u5c16\u5cf0\u6642\u9593\uff0c\u66fe\u7d93\u64f4\u5145\u904e\u591a\u53f0\u4e3b\u6a5f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u5fc5\u9808\u8981\u5728 app.yaml \u8a2d\u5b9a Autoscale \u7684\u4e0a\u9650\u6578\u91cf\uff0c\u624d\u4e0d\u6703\u4e00\u76f4\u64f4\u5145\u4e0b\u53bb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcVs__UT5aY08e8n5wd-0XvIRi3XbiwUDwYCS9r27lpEMkjLuNXE2a-wZgdtthWFC2TX1r8_4Mg75HCF6irO_XDo_XyFsw83TmuqwYCQoz5tlSdkMKvoG0HcBbTq4BYRiNqwuEZPg?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"21 \u8a2d\u5b9a app.yaml \u4ee5\u9632\u6b62 App Engine \u7121\u9650\u64f4\u5145\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcVs__UT5aY08e8n5wd-0XvIRi3XbiwUDwYCS9r27lpEMkjLuNXE2a-wZgdtthWFC2TX1r8_4Mg75HCF6irO_XDo_XyFsw83TmuqwYCQoz5tlSdkMKvoG0HcBbTq4BYRiNqwuEZPg?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"21 \u8a2d\u5b9a app.yaml \u4ee5\u9632\u6b62 App Engine \u7121\u9650\u64f4\u5145\n\"><\/noscript><figcaption class=\"wp-element-caption\">21 \u8a2d\u5b9a app.yaml \u4ee5\u9632\u6b62 App Engine \u7121\u9650\u64f4\u5145<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">(3) Cloud Run \u6216 Cloud Run Function&nbsp;<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u57f7\u884c\u500b\u9ad4\u9810\u8a2d\u7684 Autoscale \u6578\u91cf\u662f 0 \u5230 100\uff0c\u8a18\u5f97\u628a\u5b83\u6539\u6210\u4f60\u80fd\u63a5\u53d7\u7684\u4e0a\u9650\uff0c\u4f8b\u5982 5 \u500b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeHqY-4OfYuaGZBRSXPQrGhzSnH8JsQatYYa8wyqQMdmlVgDy4_mAmFwgzd9EwZlpPe1T6S3RqSrBqwyJibXwZ_WIY1II8wWINQaDnf5osP52E8QhL8n9zthg_qCgHSks0Ce-NwoA?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 22 \u8abf\u6574 Cloud Run \u81ea\u52d5\u64f4\u5145\u7684\u4e0a\u9650\u9810\u8a2d\u503c\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeHqY-4OfYuaGZBRSXPQrGhzSnH8JsQatYYa8wyqQMdmlVgDy4_mAmFwgzd9EwZlpPe1T6S3RqSrBqwyJibXwZ_WIY1II8wWINQaDnf5osP52E8QhL8n9zthg_qCgHSks0Ce-NwoA?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 22 \u8abf\u6574 Cloud Run \u81ea\u52d5\u64f4\u5145\u7684\u4e0a\u9650\u9810\u8a2d\u503c\n\"><\/noscript><figcaption class=\"wp-element-caption\">22 \u8abf\u6574 Cloud Run \u81ea\u52d5\u64f4\u5145\u7684\u4e0a\u9650\u9810\u8a2d\u503c<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">(4) \u8a2d\u5b9a BigQuery \u6bcf\u5929\u67e5\u8a62\u4e0a\u9650&nbsp;<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u6ce8\u610f\uff0c\u539f\u672c BigQuery \u7684\u9810\u8a2d\u67e5\u8a62\u914d\u984d\uff0c\u4e5f\u662f\u300c\u7121\u4e0a\u9650\u300d\u7684\uff0c\u5982\u679c\u4f60\u7684\u8cc7\u6599\u592a\u591a\u53c8\u6c92\u6574\u7406\uff0c\u6216\u662f\u4e0d\u5c0f\u5fc3\u6709\u7a0b\u5f0f\u4e00\u76f4\u81ea\u52d5\u67e5\u8a62\u5927\u91cf\u8cc7\u6599\uff0c\u4e5f\u6703\u9020\u6210\u975e\u5e38\u5927\u7684\u8cbb\u7528\u3002\u4f60\u53ef\u4ee5\u8a2d\u5b9a BigQuery \u6bcf\u5929\u7684\u67e5\u8a62\u9650\u5236\uff0c\u4e5f\u80fd\u8a2d\u5b9a\u6bcf\u5929+\u6bcf\u500b\u4f7f\u7528\u8005\u7684\u67e5\u8a62\u9650\u5236\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcVmhjQFKy827fMM6yip1BNZD1oagtU3Mv35Nep1qtgZfU4WOkbQmk0cEPfLoCR5-a-q2eR_9FXnv80siU5vLSEYS7n4x9MpVDDuZ3CJZnTqQhzlH52VU9zkouw1uCd_xUyPyyj3Q?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 23 \u8a2d\u5b9a BigQuery \u6bcf\u5929\u7684\u67e5\u8a62\u9650\u5236\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcVmhjQFKy827fMM6yip1BNZD1oagtU3Mv35Nep1qtgZfU4WOkbQmk0cEPfLoCR5-a-q2eR_9FXnv80siU5vLSEYS7n4x9MpVDDuZ3CJZnTqQhzlH52VU9zkouw1uCd_xUyPyyj3Q?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 23 \u8a2d\u5b9a BigQuery \u6bcf\u5929\u7684\u67e5\u8a62\u9650\u5236\n\"><\/noscript><figcaption class=\"wp-element-caption\">23 \u8a2d\u5b9a BigQuery \u6bcf\u5929\u7684\u67e5\u8a62\u9650\u5236<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u7bc0\u6d41\u6a5f\u5236 (Throttling)<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">(1) Cloud Armor \u7bc0\u6d41\uff08Rate Limit\uff09<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u5916\u90e8\u6d41\u91cf\uff0cCloud Armor \u53ef\u4ee5\u8a2d\u5b9a\u7bc0\u6d41\u6a5f\u5236\uff0c\u4f8b\u5982\u6bcf\u5206\u9418\u4e0d\u80fd\u5b58\u53d6\u8d85\u904e 1,000 \u6b21\uff0c\u8d85\u904e\u5373\u505c\u6b62\u670d\u52d9\u3002\u4f46\u8981\u6ce8\u610f\uff0c\u4f60\u8981\u5148\u77e5\u9053\u4f60\u7684\u670d\u52d9\u5e73\u6642\u7684\u6d41\u91cf\uff0c\u4ee5\u53ca\u5047\u65e5\u6216\u6d3b\u52d5\u671f\u9593\u7684\u6d41\u91cf\uff0c\u4ee5\u514d\u4f4e\u4f30\u6d41\u91cf\uff0c\u53cd\u800c\u628a\u771f\u6b63\u7684\u7528\u6236\u963b\u64cb\u5728\u5916\u9762\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcnZ8p-aB0WhJGn96eZsJu14HfYxcmoIHv0zL-PipN8NnrTfgl5EOezqotAhEkPWaaK9FWhcn7S6hTf34L8CAsEgNtrjCq9WCPNaJRq45wToElReThAEorsM86scbX8LccGNg2j?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 24 \u8a2d\u5b9a Cloud Armor \u7bc0\u6d41\u898f\u5247\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcnZ8p-aB0WhJGn96eZsJu14HfYxcmoIHv0zL-PipN8NnrTfgl5EOezqotAhEkPWaaK9FWhcn7S6hTf34L8CAsEgNtrjCq9WCPNaJRq45wToElReThAEorsM86scbX8LccGNg2j?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 24 \u8a2d\u5b9a Cloud Armor \u7bc0\u6d41\u898f\u5247\"><\/noscript><figcaption class=\"wp-element-caption\">24 \u8a2d\u5b9a Cloud Armor \u7bc0\u6d41\u898f\u5247<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">(2) \u672c\u5730\u7bc0\u6d41\u6a5f\u5236<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u88e1\u6307\u7684\u5c31\u662f\u4f60\u81ea\u5df1\u958b\u767c\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u76f4\u63a5\u5be6\u4f5c API \u8acb\u6c42\u7bc0\u6d41\u7684\u908f\u8f2f\uff0c\u90a3\u4f60\u5c31\u53ef\u4ee5\u5f48\u6027\u5730\u8a2d\u5b9a\u5404\u7a2e\u4e0d\u540c\u6642\u9593\u9593\u9694\uff0c\u4f8b\u5982\u6bcf\u79d2\u4e0d\u80fd\u8d85\u904e 100 \u6b21\uff0c\u6bcf\u5206\u9418\u4e0d\u80fd\u8d85\u904e 1000 \u6b21\uff0c\u6bcf\u5c0f\u6642\u4e0d\u80fd\u8d85\u904e 10,000 \u6b21\u7b49\u7b49\u3002\u9019\u4e5f\u662f\u8981\u6ce8\u610f\uff0c\u4e0d\u8981\u932f\u4f30\u6d41\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u7a0b\u5f0f\u767c\u751f\u932f\u8aa4\uff0c\u4f8b\u5982\u7576 API \u56de\u61c9 429 \u6642\uff0c\u5fc5\u9808\u8981\u91cd\u65b0\u5b58\u53d6\uff08Retry\uff09\uff0c\u6216\u662f\u88ab\u5916\u90e8\u547c\u53eb\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u6307\u6578\u9000\u907f (Exponential Backoff) \u7b56\u7565\u8655\u7406\u91cd\u8a66\uff0c\u81ea\u52d5\u5ef6\u9072\u4e26\u9010\u6b65\u589e\u52a0\u91cd\u8a66\u9593\u9694\uff0c\u4f8b\u5982\u7576\u767c\u751f\u7b2c\u4e00\u6b21\u932f\u8aa4\uff0c\u4f11\u606f\u5169\u79d2\uff0c\u7b2c\u4e8c\u6b21\uff0c\u4f11\u606f\u56db\u79d2\uff0c\u7b2c\u4e09\u6b21\uff0c\u4f11\u606f\u516b\u79d2&#8230;\u7b49\uff0c\u4e0d\u8981\u8b93\u7a0b\u5f0f\u5728\u51fa\u932f\u6642\u9084\u4e00\u76f4\u4e0d\u65b7\u5b58\u53d6\uff0c\u6e1b\u5c11\u7121\u8b02\u8cc7\u6e90\u7684\u6d88\u8017\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">7. \u8a2d\u5b9a\u5404\u7a2e\u6307\u6a19\u7684\u76e3\u63a7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Cloud Monitoring \u53ef\u4ee5\u76e3\u63a7\u5f88\u591a\u6307\u6a19\uff0c\u4e0d\u53ea\u76e3\u63a7 API \u547c\u53eb\u6b21\u6578\uff0c\u4f60\u4e5f\u53ef\u4ee5\u76e3\u63a7\u4f8b\u5982\u7528\u6236\u767c\u51fa\u7684 Request \u6578\u91cf\uff0c\u6216\u662f\u4e3b\u6a5f\u6bcf\u79d2\u9001\u51fa\u7684\u6d41\u91cf\u5927\u5c0f\uff0c\u4e26\u4e14\u9650\u5236\u4f8b\u6bcf\u5206\u9001\u51fa\u8d85\u904e 10 MB\uff0c\u5c31\u767c\u51fa\u6d41\u91cf\u8b66\u544a\uff0c\u8b93\u4f60\u5728\u7570\u5e38\u6d41\u91cf\u767c\u751f\u7684\u7576\u4e0b\uff0c\u5c31\u80fd\u5920\u7acb\u5373\u767c\u73fe\u4e26\u963b\u64cb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfTPsuW39BwM4KD0qk5cD4gpYtcAQyujAGAXMKbfPjEfoBpaY7hBmsDg5meVoji_gHAnyEhUsSS1JuaG49MxyfawGoiKJq4cFAf9cg3LfSeczIVUKKHxbN86ZvTJFgKJPvtBePb?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 25 \u8a2d\u5b9a VM \u6d41\u51fa\u6d41\u91cf\u6bcf\u5206\u9418\u8d85\u904e\u67d0\u500b\u9580\u6abb\u6642\u767c\u51fa\u8b66\u544a\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfTPsuW39BwM4KD0qk5cD4gpYtcAQyujAGAXMKbfPjEfoBpaY7hBmsDg5meVoji_gHAnyEhUsSS1JuaG49MxyfawGoiKJq4cFAf9cg3LfSeczIVUKKHxbN86ZvTJFgKJPvtBePb?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 25 \u8a2d\u5b9a VM \u6d41\u51fa\u6d41\u91cf\u6bcf\u5206\u9418\u8d85\u904e\u67d0\u500b\u9580\u6abb\u6642\u767c\u51fa\u8b66\u544a\n\"><\/noscript><figcaption class=\"wp-element-caption\">25 \u8a2d\u5b9a VM \u6d41\u51fa\u6d41\u91cf\u6bcf\u5206\u9418\u8d85\u904e\u67d0\u500b\u9580\u6abb\u6642\u767c\u51fa\u8b66\u544a<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u7d50\u8ad6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u7ba1\u7406 Service Account \u9700\u8981\u7d9c\u5408\u8003\u616e\u5b89\u5168\u6027\u3001\u65b9\u4fbf\u6027\u548c\u7dad\u8b77\u6210\u672c\u3002\u901a\u904e\u4e0a\u8ff0\u7684\u5c0f\u6280\u5de7\uff0c\u4f60\u53ef\u4ee5\u5728\u7cfb\u7d71\u958b\u767c\u904e\u7a0b\u7684\u5404\u500b\u968e\u6bb5\uff0c\u6709\u6548\u4e26\u5b89\u5168\u5730\u4f7f\u7528 Service Account\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u8a18\u4f4f\u7684\u662f\uff0c\u4e0d\u662f\u300cService Account \u600e\u9ebc\u7528\u300d\u6216\u300cService Account Key \u600e\u9ebc\u4fdd\u7ba1\u300d\u3002\u56e0\u70ba\u4f60\u300c\u4e0d\u4e00\u5b9a\u8981\u7528 Service Account\u300d\uff0c\u9078\u64c7\u5408\u9069\u7684\u8eab\u4efd\u9a57\u8b49\u65b9\u6cd5\u662f\u6700\u91cd\u8981\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u4ee5\u512a\u5148\u8003\u616e GCP \u7684\u5167\u5efa\u9a57\u8b49\u6a5f\u5236\uff0c\u53ea\u5728\u975e\u7528\u4e0d\u53ef\u7684\u6642\u5019\uff0c\u624d\u4f7f\u7528 Service Account \u548c Key\uff0c\u4e26\u4f9d\u7167\u6700\u4f73\u5be6\u52d9\u4f86\u7ba1\u7406\u3002\u9019\u6a23\u4e0d\u50c5\u53ef\u4ee5\u964d\u4f4e\u7dad\u8b77\u6210\u672c\uff0c\u9084\u80fd\u5927\u5e45\u63d0\u9ad8\u7cfb\u7d71\u7684\u6574\u9ad4\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\uff0c\u5404\u7a2e\u6a5f\u5236\u4e5f\u662f\u9700\u8981\u4e0d\u5c11\u6642\u9593\u898f\u5283\u6d41\u7a0b\u548c\u5236\u5ea6\uff0c\u4ee5\u53ca\u5404\u90e8\u9580\u4e4b\u9593\u4e92\u76f8\u914d\u5408\uff0c\u9075\u5b88\u898f\u7bc4\uff0c\u9019\u4e5f\u9700\u8981\u4e3b\u7ba1\u5927\u529b\u652f\u6301\u4e26\u63d0\u4f9b\u5145\u4efd\u7684\u8cc7\u6e90\uff0c\u624d\u80fd\u6709\u6548\u5be6\u65bd\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e00) \u5982\u4f55\u6aa2\u67e5 Service Account \u662f\u5426\u6709\u904e\u5ea6\u6388\u6b0a\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. GCP \u63d0\u4f9b IAM \u5efa\u8b70 (IAM Recommender)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u5206\u6790 Service Account \u7684\u4f7f\u7528\u60c5\u6cc1\uff0c\u627e\u51fa\u662f\u5426\u64c1\u6709\u904e\u591a\u6b0a\u9650\u3002<br>\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(1) \u524d\u5f80 GCP Console\uff0c\u6253\u958b IAM &amp; Admin &gt; IAM\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u627e\u5230 Service Account\uff0c\u67e5\u770b\u300c\u5efa\u8b70\u7684\u89d2\u8272\u300d(Recommended roles) \u6b04\u4f4d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(3) \u5982\u679c GCP \u5efa\u8b70\u964d\u4f4e\u6b0a\u9650\uff0c\u8acb\u6839\u64da\u5efa\u8b70\u8abf\u6574\u89d2\u8272\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXc8D5xwGyN-rzFCGgoQMtXORuN_QF47ix_zN3OBju4mxgrMM9x3ZPv2h6FWIRosqnIC36MlqJs9hYGoLyar-LqH_KF4sYLumYsr_Z1uCuG_yMlhsnizNFMChv4cxwWY4pIN0jG0sw?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 26 \u67e5\u770b IAM Recommender \u7684\u5efa\u8b70\u4f86\u8abf\u6574\u6b0a\u9650\u89d2\u8272\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXc8D5xwGyN-rzFCGgoQMtXORuN_QF47ix_zN3OBju4mxgrMM9x3ZPv2h6FWIRosqnIC36MlqJs9hYGoLyar-LqH_KF4sYLumYsr_Z1uCuG_yMlhsnizNFMChv4cxwWY4pIN0jG0sw?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 26 \u67e5\u770b IAM Recommender \u7684\u5efa\u8b70\u4f86\u8abf\u6574\u6b0a\u9650\u89d2\u8272\n\"><\/noscript><figcaption class=\"wp-element-caption\">26 \u67e5\u770b IAM Recommender \u7684\u5efa\u8b70\u4f86\u8abf\u6574\u6b0a\u9650\u89d2\u8272<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u4f7f\u7528 IAM Policy Analyzer \u9032\u884c\u5206\u6790<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u4ee5\u5728 IAM &amp; Admin &gt; Policy Analyzer \u4e2d\u8f38\u5165 Service Account \u7684\u96fb\u5b50\u90f5\u4ef6\u3002\u67e5\u770b\u8a72\u5e33\u6236\u64c1\u6709\u54ea\u4e9b\u6b0a\u9650\uff0c\u4e26\u78ba\u8a8d\u662f\u5426\u6709\u4e0d\u5fc5\u8981\u7684\u5b58\u53d6\u6b0a\u9650\uff0c\u64cd\u4f5c\u65b9\u5f0f\u548c\u4e0a\u8ff0\u5dee\u4e0d\u591a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" class=\"lazyload\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeeAvt47FtJLRPOFb_IP9oZG7NKEHkqIdGbw_ElfgGoulHM8MrD3GpPBHB_Wz6EqiYARxiGian4DhLRGWV07SkgWbz5OTx613zneOz6QKfCi9Ti73o0oTbtzXS2pkYrttLVaFXxlA?key=U4UuwklBlRu85QL4h9BUp_3T\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"GCP 27 \u4f7f\u7528 Policy Analyzer \u6aa2\u67e5\u6b0a\u9650\n\"\/><noscript><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeeAvt47FtJLRPOFb_IP9oZG7NKEHkqIdGbw_ElfgGoulHM8MrD3GpPBHB_Wz6EqiYARxiGian4DhLRGWV07SkgWbz5OTx613zneOz6QKfCi9Ti73o0oTbtzXS2pkYrttLVaFXxlA?key=U4UuwklBlRu85QL4h9BUp_3T\" alt=\"GCP 27 \u4f7f\u7528 Policy Analyzer \u6aa2\u67e5\u6b0a\u9650\n\"><\/noscript><figcaption class=\"wp-element-caption\">27 \u4f7f\u7528 Policy Analyzer \u6aa2\u67e5\u6b0a\u9650<br>\u8cc7\u6599\u4f86\u6e90\uff1a\u64f7\u5716\u81ea <a href=\"https:\/\/console.cloud.google.com\/\">GCP Console<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e8c) \u5982\u4f55\u522a\u9664\u672a\u4f7f\u7528\u7684 Service Account\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u53c3\u8003\u4ee5\u4e0b\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>(1)&nbsp; \u5217\u51fa\u6240\u6709 Service Account \u4e26\u627e\u51fa\u672a\u4f7f\u7528\u7684\u5e33\u6236\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts list &#8211;format=&#8221;table(email, disabled)&#8221;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u986f\u793a\u6240\u6709 Service Account \u548c\u76ee\u524d\u7684\u4f7f\u7528\u72c0\u614b (\u662f\u5426\u5df2\u505c\u7528)\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>(2) \u505c\u7528 Service Account<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u78ba\u8a8d\u67d0\u500b Service Account \u4e00\u76f4\u90fd\u6c92\u6709\u5728\u7528\uff0c\u53ef\u5148\u505c\u7528\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts disable service-account@your-project.iam.gserviceaccount.com<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6a23\u53ef\u4ee5\u907f\u514d\u5f71\u97ff\u73fe\u6709\u670d\u52d9\uff0c\u82e5\u767c\u73fe\u554f\u984c\u4ecd\u53ef\u91cd\u65b0\u555f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>(3) \u522a\u9664 Service Account<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u505c\u7528\u5f8c\uff0c\u5982\u679c\u78ba\u5b9a\u4e0d\u518d\u9700\u8981\uff0c\u53ef\u522a\u9664\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts delete service-account@your-project.iam.gserviceaccount.com<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u26a0 \u6ce8\u610f\uff1a\u522a\u9664\u5f8c\u4e0d\u53ef\u6062\u5fa9\uff0c\u8acb\u78ba\u4fdd\u5df2\u7d93\u6c92\u6709\u4efb\u4f55\u61c9\u7528\u7a0b\u5f0f\u5728\u4f7f\u7528\u8a72\u5e33\u6236\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>(\u4e09) Service Account \u91d1\u9470\u907a\u5931\u8a72\u600e\u9ebc\u8fa6\uff1f<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c Service Account \u91d1\u9470\u907a\u5931\uff0c\u61c9\u7acb\u5373\u57f7\u884c\u4ee5\u4e0b\u6b65\u9a5f\uff0c\u4ee5\u78ba\u4fdd\u7cfb\u7d71\u5b89\u5168\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u5217\u51fa\u73fe\u6709\u7684 Service Account \u91d1\u9470<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts keys list &#8211;iam-account=service-account@your-project.iam.gserviceaccount.com<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6703\u986f\u793a\u6240\u6709\u91d1\u9470\u7684 KEY_ID\uff0c\u4f60\u53ef\u4ee5\u78ba\u8a8d\u54ea\u500b\u91d1\u9470\u53ef\u80fd\u907a\u5931\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u7acb\u5373\u522a\u9664\u907a\u5931\u7684\u91d1\u9470<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u78ba\u5b9a\u67d0\u500b\u91d1\u9470\u5df2\u6d29\u9732\uff0c\u8acb\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u522a\u9664\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts keys delete YOUR_KEY_ID &#8211;iam-account=service-account@your-project.iam.gserviceaccount.com<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u522a\u9664\u4e4b\u5f8c\uff0c\u5373\u4f7f\u99ed\u5ba2\u624b\u4e0a\u64c1\u6709\u4f60\u7684\u91d1\u9470\u6a94\u6848\uff0c\u4e5f\u662f\u7121\u6cd5\u767c\u904b\u4efb\u4f55\u4f5c\u7528\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u26a0 \u6ce8\u610f\uff1a\u4e00\u65e6\u522a\u9664\uff0c\u4efb\u4f55\u4f7f\u7528\u8a72\u91d1\u9470\u7684\u61c9\u7528\u7a0b\u5f0f\u90fd\u5c07\u5931\u53bb\u5b58\u53d6\u6b0a\u9650\uff0c\u8acb\u78ba\u4fdd\u5df2\u7d93\u6e96\u5099\u597d\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u751f\u6210\u65b0\u7684 Service Account \u91d1\u9470<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4ecd\u9700\u4f7f\u7528\u91d1\u9470\uff08\u4e0d\u63a8\u85a6\uff09\uff0c\u53ef\u4ee5\u7522\u751f\u65b0\u7684\u91d1\u9470\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gcloud iam service-accounts keys create new-key.json &#8211;iam-account=service-account@your-project.iam.gserviceaccount.com<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u56db) \u6211\u53ef\u4ee5\u5c07 Service Account Key \u5b58\u653e\u5728 GitHub \u55ce\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u5efa\u8b70\u9019\u6a23\u505a\uff0c\u56e0\u70ba\u9019\u53ef\u80fd\u5c0e\u81f4\u6191\u8b49\u6d29\u6f0f\uff0c\u61c9\u8a72\u4f7f\u7528 Secret Manager \u4f86\u7ba1\u7406\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e94) \u5982\u4f55\u6aa2\u6e2c Service Account Key \u662f\u5426\u5916\u6d29\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u53ef\u4ee5\u900f\u904e Cloud Audit Logs \u4f86\u67e5\u8a62\u9019\u500b Service Account Key \u7570\u5e38\u5b58\u53d6\u884c\u70ba\uff0c\u4f60\u53ef\u4ee5\u53c3\u8003<a href=\"https:\/\/cloud.google.com\/iam\/docs\/audit-logging\/examples-service-accounts#auth-service-account-key\">\u9019\u4efd\u6587\u4ef6<\/a>\u4f86\u64cd\u4f5c\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u516d) Service Account Key \u6709\u6548\u671f\u591a\u4e45\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9810\u8a2d\u60c5\u6cc1\u4e0b\u90fd\u662f\u6c38\u4e45\u7684\uff0c\u958b\u767c\u4eba\u54e1\u61c9\u8a72\u624b\u52d5\u8f2a\u66ff\u91d1\u9470\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e03) \u6709\u54ea\u4e9b\u66f4\u5b89\u5168\u7684\u66ff\u4ee3\u65b9\u6848\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Workload Identity Federation \u548c OAuth 2.0 \u662f\u66f4\u5b89\u5168\u7684\u9078\u64c7\uff0c\u80fd\u4e0d\u7528 Service Account Key \u5c31\u76e1\u91cf\u4e0d\u8981\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u4e00\u500b\u65b9\u6cd5\u662f\u7522\u751f RSA 2048 \u91d1\u9470\u5c0d\uff0c\u900f\u904e HSM \u6a21\u7d44\u3001Cloud KMS \u6216 TPM \u65b9\u6cd5\uff0c\u5728\u79c1\u9470\u5b8c\u5168\u4e0d\u9700\u8981\u5c0d\u5916\u5206\u4eab\u7684\u60c5\u6cc1\u4e0b\uff0c\u8b93\u61c9\u7528\u7a0b\u5f0f\u9084\u662f\u53ef\u4ee5\u64cd\u4f5c GCP \u7684 API\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u516b) \u5982\u4f55\u8b93 CI\/CD \u6d41\u7a0b\u66f4\u52a0\u5b89\u5168\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u4f7f\u7528 Workload Identity Federation\uff0c\u907f\u514d\u76f4\u63a5\u5b58\u653e Service Account Key\u3002<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">(\u4e5d) \u5982\u4f55\u907f\u514d\u56e0\u8cc7\u5b89\u4e8b\u4ef6\u767c\u751f\uff0c\u800c\u9020\u6210\u5927\u91cf\u7684\u5e33\u55ae\u8cbb\u7528\uff1f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a2d\u5b9a\u9810\u7b97\u8b66\u793a<\/li>\n\n\n\n<li>\u8a2d\u5b9a API \u914d\u984d<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u6e1b\u5c11\u8cc7\u6e90\u914d\u984d\uff0c\u4f8b\u5982 CPU \u548c GPU<\/li>\n\n\n\n<li>\u8a2d\u5b9a Service Account \u548c Key \u7684\u76e3\u63a7\u548c\u5feb\u8a0a<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u6d41\u91cf\u548c\u8cc7\u6e90\u4f7f\u7528\u91cf\u7684\u76e3\u63a7\u548c\u5feb\u8a0a<\/li>\n\n\n\n<li>\u9650\u7e2e\u670d\u52d9\u672c\u7684\u7684\u81ea\u52d5\u64f4\u5145\u4e0a\u9650<\/li>\n\n\n\n<li>\u8a2d\u5b9a\u61c9\u7528\u7a0b\u5f0f\u7684\u5b58\u53d6\u6b21\u6578<\/li>\n<\/ol>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u8f49\u8f09\u81ea<a href=\"https:\/\/dongdonggcp.com\/2025\/04\/14\/tips-when-developing-with-gcp-service-account\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u300a\u6771\u6771GCP \u6559\u5b78\u300b<\/a>\u7db2\u7ad9<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u9762\u4e0a\u4e00\u7bc7\u63d0\u5230\u7684 GCP Service Account \u5404\u9805\u6280\u5de7\uff0c\u6709\u4e9b\u9700\u8981\u6642\u9593\u6162\u6162\u5efa\u7acb\uff0c\u5982\u679c\u8981\u7acb\u523b\u53ef\u4ee5\u57f7\u884c\u7684 [&hellip;]<\/p>\n","protected":false},"author":57,"featured_media":57449,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[681,675],"tags":[558],"region":[],"class_list":["post-57448","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-google-cloud-zh-hant","category-learning-column","tag-google-cloud-3"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u524d\u9762\u4e0a\u4e00\u7bc7\u63d0\u5230\u7684 GCP Service Account 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