{"id":1357,"date":"2023-07-26T18:54:21","date_gmt":"2023-07-26T10:54:21","guid":{"rendered":"https:\/\/www.guandata.com\/gd\/?p=1357"},"modified":"2023-07-26T18:54:21","modified_gmt":"2023-07-26T10:54:21","slug":"sjfx-726_10","status":"publish","type":"post","link":"https:\/\/www.guandata.com\/gd\/sjfx-726_10\/","title":{"rendered":"\u600e\u4e48\u5728\u4e0d\u540c\u7684\u90e8\u95e8\u4e4b\u95f4\u7edf\u4e00\u6570\u636e\u6307\u6807"},"content":{"rendered":"<div class=\"lake-content\">\n<p id=\"uc8642101\" class=\"ne-p\"><span class=\"ne-text\">\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u91cd\u8981\u9a71\u52a8\u529b\u3002\u7136\u800c\uff0c\u7531\u4e8e\u4f01\u4e1a\u5185\u90e8\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u6765\u6e90\u548c\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u540c\uff0c\u5bfc\u81f4\u6570\u636e\u6307\u6807\u4e0d\u4e00\u81f4\uff0c\u7ed9\u4f01\u4e1a\u6570\u636e\u5206\u6790\u5e26\u6765\u4e86\u5f88\u5927\u7684\u56f0\u96be\u3002\u5982\u4f55\u5728\u4e0d\u540c\u7684\u90e8\u95e8\u4e4b\u95f4\u7edf\u4e00\u6570\u636e\u6307\u6807\uff0c\u6210\u4e3a\u4e86\u4e00\u4e2a\u5e38\u89c1\u7684\u96be\u9898\u3002\u672c\u6587\u5c06\u4e3a\u60a8\u4ecb\u7ecd\u4e00\u4e9b\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u60a8\u8f7b\u677e\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">1. \u5236\u5b9a\u7edf\u4e00\u7684\u6570\u636e\u6807\u51c6<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">\u5236\u5b9a\u4e00\u5957\u7edf\u4e00\u7684\u6570\u636e\u6807\u51c6\uff0c\u5305\u62ec\u6307\u6807\u7684\u5b9a\u4e49\u3001\u8ba1\u7b97\u65b9\u5f0f\u3001\u6570\u636e\u6765\u6e90\u7b49\uff0c\u4ee5\u786e\u4fdd\u4e0d\u540c\u90e8\u95e8\u4f7f\u7528\u7684\u6570\u636e\u6307\u6807\u662f\u4e00\u81f4\u7684\u3002\u8fd9\u9700\u8981\u4f01\u4e1a\u5185\u90e8\u7684\u5404\u4e2a\u90e8\u95e8\u5171\u540c\u534f\u4f5c\uff0c\u5236\u5b9a\u51fa\u4e00\u5957\u9002\u5408\u4f01\u4e1a\u81ea\u8eab\u7684\u6570\u636e\u6807\u51c6\u3002\u5728\u5236\u5b9a\u6570\u636e\u6807\u51c6\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u8003\u8651\u5230\u4e0d\u540c\u90e8\u95e8\u4e4b\u95f4\u7684\u5dee\u5f02\u6027\uff0c\u4ee5\u53ca\u4e0d\u540c\u4e1a\u52a1\u573a\u666f\u7684\u9700\u6c42\u3002\u5236\u5b9a\u597d\u6570\u636e\u6807\u51c6\u540e\uff0c\u9700\u8981\u5bf9\u5176\u8fdb\u884c\u5ba3\u4f20\u548c\u57f9\u8bad\uff0c\u786e\u4fdd\u6240\u6709\u5458\u5de5\u90fd\u80fd\u591f\u7406\u89e3\u548c\u9075\u5b88\u8fd9\u4e9b\u6807\u51c6\u3002<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">2. \u5efa\u7acb\u6570\u636e\u4ed3\u5e93<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">\u5efa\u7acb\u4e00\u4e2a\u96c6\u4e2d\u7684\u6570\u636e\u4ed3\u5e93\uff0c\u5c06\u6240\u6709\u90e8\u95e8\u7684\u6570\u636e\u6574\u5408\u5230\u4e00\u4e2a\u5e73\u53f0\u4e0a\uff0c\u4ee5\u4fbf\u8fdb\u884c\u7edf\u4e00\u7684\u6570\u636e\u5206\u6790\u548c\u62a5\u544a\u3002\u6570\u636e\u4ed3\u5e93\u53ef\u4ee5\u5c06\u4f01\u4e1a\u5185\u90e8\u7684\u5404\u79cd\u6570\u636e\u6e90\u8fdb\u884c\u6574\u5408\uff0c\u5305\u62ec\u4f01\u4e1a\u5185\u90e8\u7cfb\u7edf\u3001\u7b2c\u4e09\u65b9\u6570\u636e\u7b49\u3002\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u4ed3\u5e93\uff0c\u53ef\u4ee5\u5b9e\u73b0\u6570\u636e\u7684\u96c6\u4e2d\u7ba1\u7406\u548c\u5171\u4eab\uff0c\u51cf\u5c11\u6570\u636e\u5197\u4f59\u548c\u91cd\u590d\u8ba1\u7b97\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002\u540c\u65f6\uff0c\u6570\u636e\u4ed3\u5e93\u8fd8\u53ef\u4ee5\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u62a5\u544a\u529f\u80fd\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u7406\u89e3\u548c\u5229\u7528\u6570\u636e\u3002<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">3. \u5efa\u7acb\u6570\u636e\u6cbb\u7406\u673a\u5236<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">\u5efa\u7acb\u4e00\u4e2a\u6570\u636e\u6cbb\u7406\u673a\u5236\uff0c\u5305\u62ec\u6570\u636e\u8d28\u91cf\u7ba1\u7406\u3001\u6570\u636e\u5b89\u5168\u7ba1\u7406\u3001\u6570\u636e\u8bbf\u95ee\u63a7\u5236\u7b49\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u548c\u5b89\u5168\u6027\u3002\u6570\u636e\u6cbb\u7406\u662f\u4e00\u4e2a\u5168\u9762\u7684\u3001\u7cfb\u7edf\u5316\u7684\u7ba1\u7406\u8fc7\u7a0b\uff0c\u65e8\u5728\u786e\u4fdd\u4f01\u4e1a\u7684\u6570\u636e\u8d44\u4ea7\u80fd\u591f\u5f97\u5230\u6709\u6548\u7684\u7ba1\u7406\u548c\u5229\u7528\u3002\u5728\u5efa\u7acb\u6570\u636e\u6cbb\u7406\u673a\u5236\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u8003\u8651\u5230\u4e0d\u540c\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u6d41\u52a8\u60c5\u51b5\uff0c\u4ee5\u53ca\u6570\u636e\u7684\u654f\u611f\u6027\u548c\u4fdd\u5bc6\u6027\u3002\u901a\u8fc7\u5efa\u7acb\u6570\u636e\u6cbb\u7406\u673a\u5236\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u7ba1\u7406\u548c\u4fdd\u62a4\u4f01\u4e1a\u7684\u6570\u636e\u8d44\u4ea7\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\u3002<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">4. \u5efa\u7acb\u8de8\u90e8\u95e8\u7684\u6570\u636e\u56e2\u961f<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">\u5efa\u7acb\u4e00\u4e2a\u8de8\u90e8\u95e8\u7684\u6570\u636e\u56e2\u961f\uff0c\u8d1f\u8d23\u534f\u8c03\u4e0d\u540c\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u5206\u6790\u548c\u62a5\u544a\u5de5\u4f5c\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u6307\u6807\u7684\u4e00\u81f4\u6027\u548c\u51c6\u786e\u6027\u3002\u6570\u636e\u56e2\u961f\u53ef\u4ee5\u7531\u6765\u81ea\u4e0d\u540c\u90e8\u95e8\u7684\u4e13\u4e1a\u4eba\u5458\u7ec4\u6210\uff0c\u8d1f\u8d23\u534f\u8c03\u5404\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u4ea4\u6d41\u548c\u6c9f\u901a\u3002\u6570\u636e\u56e2\u961f\u53ef\u4ee5\u901a\u8fc7\u5236\u5b9a\u6570\u636e\u6807\u51c6\u3001\u5efa\u7acb\u6570\u636e\u4ed3\u5e93\u3001\u5b9e\u65bd\u6570\u636e\u6cbb\u7406\u7b49\u65b9\u5f0f\uff0c\u4fc3\u8fdb\u4e0d\u540c\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u534f\u4f5c\u548c\u5171\u4eab\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\u3002<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">5. \u4f7f\u7528\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177<\/span><span class=\"ne-text\"><\/p>\n<p><\/span><span class=\"ne-text\">\u4f7f\u7528\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5982\u89c2\u8fdc\u6570\u636e\u7b49\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4e0d\u540c\u90e8\u95e8\u4e4b\u95f4\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u6307\u6807\uff0c\u4fc3\u8fdb\u6570\u636e\u6c9f\u901a\u548c\u534f\u4f5c\u3002\u89c2\u8fdc\u6570\u636e\u662f\u4e00\u7ad9\u5f0f\u667a\u80fd\u5206\u6790\u5e73\u53f0\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u6570\u636e\u5206\u6790\u53ef\u89c6\u5316\u4e0e\u667a\u80fd\u51b3\u7b56\u670d\u52a1\u3002\u5176\u4ea7\u54c1\u5177\u6709\u4ee5\u4e0b\u4f18\u52bf\uff1a<\/span><\/p>\n<ul class=\"ne-ul\">\n<li id=\"u4035bdc4\" data-lake-index-type=\"0\"><strong><span class=\"ne-text\">\u63d0\u4f9b\u5168\u5468\u671f\u670d\u52a1\uff1a<\/span><\/strong><span class=\"ne-text\">\u8986\u76d6\u6570\u636e\u91c7\u96c6-\u6570\u636e\u63a5\u5165-\u6570\u636e\u7ba1\u7406-\u6570\u636e\u5f00\u53d1-\u6570\u636e\u5206\u6790-AI\u5efa\u6a21-\u6a21\u578b\u90e8\u7f72-\u6570\u636e\u5e94\u7528\u5168\u751f\u547d\u5468\u671f\uff0c\u6ee1\u8db3\u5404\u53d1\u5c55\u9636\u6bb5\u4f01\u4e1a\u7684\u6570\u636e\u5206\u6790\u9700\u6c42\u3002<\/span><\/li>\n<li id=\"u66b7904c\" data-lake-index-type=\"0\"><strong><span class=\"ne-text\">\u4f18\u79c0\u7528\u6237\u4f53\u9a8c\uff1a<\/span><\/strong><span class=\"ne-text\">\u89c2\u8fdc\u6570\u636e\u4ee5\u7528\u6237\u9700\u6c42\u4e3a\u4e2d\u5fc3\uff0c\u7b80\u5355\u6613\u7528\u7684\u62d6\u62c9\u62fd\u5f0f\u64cd\u4f5c\u548c\u4f18\u7f8e\u754c\u9762\uff0c\u964d\u4f4e\u5bf9\u6570\u636e\u5206\u6790\u3001\u5f00\u53d1\u3001\u6316\u6398\u3001\u8fd0\u7ef4\u4eba\u5458\u6280\u672f\u80fd\u529b\u7684\u8981\u6c42\uff0c\u4f7f\u6570\u636e\u5206\u6790\u4eba\u5458\u80fd\u591f\u5feb\u901f\u4e0a\u624b\uff0c\u6295\u5165\u66f4\u591a\u7cbe\u529b\u5728\u6570\u636e\u6316\u6398\u4e0e\u5e94\u7528\u4e2d\uff0c\u8fdb\u4e00\u6b65\u52a0\u901f\u4f01\u4e1a\u6570\u636e\u4ef7\u503c\u5316\u8282\u594f\u3002<\/span><\/li>\n<li id=\"u41f4cc70\" data-lake-index-type=\"0\"><strong><span class=\"ne-text\">\u9ad8\u6027\u80fd\u6280\u672f\u67b6\u6784\uff1a<\/span><\/strong><span class=\"ne-text\">\u7d27\u8ddf\u5927\u6570\u636e\u65f6\u4ee3\u6280\u672f\u8d8b\u52bf\uff0c\u89c2\u8fdc\u6570\u636e\u91c7\u7528Spark+ Minio+Delta Lake\u5927\u6570\u636e\u67b6\u6784\uff0c\u4f7f\u4ea7\u54c1\u5f97\u5230\u4f18\u79c0\u6570\u636e\u8ba1\u7b97\u6027\u80fd\u548c\u6c34\u5e73\u6269\u5c55\u80fd\u529b\u7684\u52a0\u6301\uff0c\u8fdb\u800c\u4e3a\u4e1a\u52a1\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u548c\u7b97\u6cd5\u652f\u6491\uff0c\u6f14\u8fdb\u5f0f\u7b56\u7565\u66f4\u80fd\u5e2e\u52a9\u4f01\u4e1a\u6570\u636e\u4eba\u5458\u65e0\u611f\u8fc7\u6e21\u3002<\/span><\/li>\n<li id=\"ue014e7d9\" data-lake-index-type=\"0\"><strong><span class=\"ne-text\">\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\uff1a<\/span><\/strong><span class=\"ne-text\">\u89c2\u8fdc\u6570\u636e\u53ef\u4f5c\u65e0\u7f1d\u96c6\u6210\u81f3\u9489\u9489\u3001\u4f01\u4e1a\u5fae\u4fe1\u7b49\u7b2c\u4e09\u65b9\u7cfb\u7edf\uff0c\u5355\u70b9\u767b\u5f55\uff0c\u65e0\u9700\u4e0b\u8f7d\u5b89\u88c5\uff0c\u63d0\u4f9b\u968f\u65f6\u968f\u5730\u7684\u6570\u636e\u5206\u6790\u89c6\u89d2\u3002<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1358 aligncenter\" src=\"https:\/\/www.guandata.com\/gd\/wp-content\/uploads\/2023\/07\/\u5e95\u90e8\u53ec\u5524@2x.png\" alt=\"\" width=\"1316\" height=\"740\" srcset=\"https:\/\/www.guandata.com\/gd\/wp-content\/uploads\/2023\/07\/\u5e95\u90e8\u53ec\u5524@2x.png 1316w, https:\/\/www.guandata.com\/gd\/wp-content\/uploads\/2023\/07\/\u5e95\u90e8\u53ec\u5524@2x-300x169.png 300w, https:\/\/www.guandata.com\/gd\/wp-content\/uploads\/2023\/07\/\u5e95\u90e8\u53ec\u5524@2x-1024x576.png 1024w, https:\/\/www.guandata.com\/gd\/wp-content\/uploads\/2023\/07\/\u5e95\u90e8\u53ec\u5524@2x-768x432.png 768w\" sizes=\"auto, (max-width: 1316px) 100vw, 1316px\" \/><\/span>\n<div class=\"lake-content\">\n<p id=\"ud7d40c3f\" class=\"ne-p\"><span class=\"ne-text\">\u5728\u4e0d\u540c\u7684\u90e8\u95e8\u4e4b\u95f4\u7edf\u4e00\u6570\u636e\u6307\u6807\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u96be\u9898\u3002\u901a\u8fc7\u5236\u5b9a\u7edf\u4e00\u7684\u6570\u636e\u6807\u51c6\u3001\u5efa\u7acb\u6570\u636e\u4ed3\u5e93\u3001\u5efa\u7acb\u6570\u636e\u6cbb\u7406\u673a\u5236\u3001\u5efa\u7acb\u8de8\u90e8\u95e8\u7684\u6570\u636e\u56e2\u961f\u3001\u4f7f\u7528\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u7b49\u65b9\u5f0f\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u4f01\u4e1a\u7684\u53d1\u5c55\u63d0\u4f9b\u6709\u529b\u7684\u652f\u6301\u3002<\/span><\/p>\n<\/div>\n<\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u6570\u636e\u5df2\u6210\u4e3a\u4f01\u4e1a\u53d1\u5c55\u7684\u91cd\u8981\u9a71\u52a8\u529b\u3002\u7136\u800c\uff0c\u7531\u4e8e\u4f01\u4e1a\u5185\u90e8\u90e8\u95e8\u4e4b\u95f4\u7684\u6570\u636e\u6765\u6e90\u548c\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u540c\uff0c\u5bfc\u81f4\u6570\u636e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1357","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/1357","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/comments?post=1357"}],"version-history":[{"count":1,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/1357\/revisions"}],"predecessor-version":[{"id":1359,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/1357\/revisions\/1359"}],"wp:attachment":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/media?parent=1357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/categories?post=1357"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/tags?post=1357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}