{"id":22194,"date":"2026-06-10T13:28:04","date_gmt":"2026-06-10T05:28:04","guid":{"rendered":"https:\/\/ab123.xyz\/?p=22194"},"modified":"2026-06-10T13:28:04","modified_gmt":"2026-06-10T05:28:04","slug":"google-cloud-vertex-ai-pipeline-design-%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90%ef%bc%9a%e6%9e%84%e5%bb%ba%e9%ab%98%e6%95%88%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%b7%a5%e4%bd%9c%e6%b5%81","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=22194","title":{"rendered":"Google Cloud Vertex AI Pipeline Design \u6df1\u5ea6\u89e3\u6790\uff1a\u6784\u5efa\u9ad8\u6548\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41"},"content":{"rendered":"<p>\u5728\u5f53\u4eca\u4eba\u5de5\u667a\u80fd\u5feb\u901f\u53d1\u5c55\u7684\u65f6\u4ee3\uff0c\u5982\u4f55\u9ad8\u6548\u5730\u8bbe\u8ba1\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u5173\u952e\u3002Google Cloud Vertex AI Pipeline Design \u4f5c\u4e3a\u4e00\u6b3e\u5f3a\u5927\u7684\u667a\u80fd\u5de5\u5177\uff0c\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u548cML\u5de5\u7a0b\u5e08\u63d0\u4f9b\u4e86\u7aef\u5230\u7aef\u7684\u89e3\u51b3\u65b9\u6848\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u548c\u53ef\u91cd\u590d\u7684\u7ba1\u9053\u8bbe\u8ba1\uff0c\u56e2\u961f\u80fd\u591f\u5927\u5e45\u7f29\u77ed\u6a21\u578b\u4ece\u5b9e\u9a8c\u5230\u751f\u4ea7\u7684\u65f6\u95f4\u3002\u8bbf\u95ee <a href=\"https:\/\/cloud.google.com\/vertex-ai\/docs\/pipelines\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u66f4\u591a\u8be6\u60c5\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n<p>Vertex AI Pipelines \u57fa\u4e8eKubeflow Pipelines\u548cTensorFlow Extended\u6784\u5efa\uff0c\u63d0\u4f9b\u6a21\u5757\u5316\u3001\u53ef\u7ec4\u5408\u7684\u7ba1\u9053\u5b9a\u4e49\u80fd\u529b\u3002\u5176\u4e3b\u8981\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u53ef\u89c6\u5316\u7f16\u6392\uff1a<\/strong>\u901a\u8fc7\u56fe\u5f62\u754c\u9762\u62d6\u62fd\u7ec4\u4ef6\uff0c\u964d\u4f4e\u4ee3\u7801\u7f16\u5199\u95e8\u69db\uff0c\u540c\u65f6\u652f\u6301YAML\u548cPython SDK\u5b9a\u4e49\u590d\u6742\u5de5\u4f5c\u6d41\u3002<\/li>\n<li><strong>\u65e0\u670d\u52a1\u5668\u6267\u884c\uff1a<\/strong>\u7ba1\u9053\u8fd0\u884c\u65f6\u81ea\u52a8\u7ba1\u7406\u8ba1\u7b97\u8d44\u6e90\uff0c\u6309\u9700\u4ed8\u8d39\uff0c\u65e0\u9700\u624b\u52a8\u914d\u7f6e\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u3002<\/li>\n<li><strong>\u5185\u7f6e\u76d1\u63a7\u4e0e\u7248\u672c\u63a7\u5236\uff1a<\/strong>\u6bcf\u6b21\u7ba1\u9053\u8fd0\u884c\u81ea\u52a8\u8bb0\u5f55\u8f93\u5165\u8f93\u51fa\u3001\u6a21\u578b\u6307\u6807\u53ca\u5143\u6570\u636e\uff0c\u4fbf\u4e8e\u56de\u6eaf\u4e0e\u5b9e\u9a8c\u5bf9\u6bd4\u3002<\/li>\n<li><strong>\u7ec4\u4ef6\u590d\u7528\uff1a<\/strong>\u652f\u6301\u901a\u8fc7Google Cloud \u7ec4\u4ef6\u5e93\u6216\u81ea\u5b9a\u4e49\u5bb9\u5668\u955c\u50cf\u521b\u5efa\u53ef\u590d\u7528\u7684\u7ba1\u9053\u7ec4\u4ef6\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u7387\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f\u4e0e\u884c\u4e1a\u5b9e\u8df5<\/h2>\n<p>Vertex AI Pipeline Design \u5e7f\u6cdb\u5e94\u7528\u4e8e\u4ee5\u4e0b\u573a\u666f\uff1a<\/p>\n<h3>1. \u6a21\u578b\u8bad\u7ec3\u4e0e\u8c03\u4f18\u81ea\u52a8\u5316<\/h3>\n<p>\u56e2\u961f\u53ef\u4ee5\u6784\u5efa\u5305\u542b\u6570\u636e\u9884\u5904\u7406\u3001\u8d85\u53c2\u6570\u641c\u7d22\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\u53ca\u6a21\u578b\u8bc4\u4f30\u7684\u5b8c\u6574\u7ba1\u9053\uff0c\u5b9e\u73b0\u4e00\u952e\u5f0f\u91cd\u590d\u8bad\u7ec3\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u9891\u7e41\u8fed\u4ee3\u7684\u63a8\u8350\u7cfb\u7edf\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u3002<\/p>\n<h3>2. 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