{"id":267,"date":"2023-04-06T21:29:47","date_gmt":"2023-04-06T13:29:47","guid":{"rendered":"http:\/\/dmbok.dama.org.cn\/wordpress\/?p=267"},"modified":"2023-04-06T22:32:24","modified_gmt":"2023-04-06T14:32:24","slug":"%e7%96%91%e9%97%aedataops%e4%b8%8d%e4%bb%85%e4%bb%85%e6%98%af%e7%94%a8%e4%ba%8e%e6%95%b0%e6%8d%ae%e7%9a%84devops","status":"publish","type":"post","link":"https:\/\/www.dama.org.cn\/wordpress\/2023\/04\/06\/%e7%96%91%e9%97%aedataops%e4%b8%8d%e4%bb%85%e4%bb%85%e6%98%af%e7%94%a8%e4%ba%8e%e6%95%b0%e6%8d%ae%e7%9a%84devops\/","title":{"rendered":"\u8bd1\u6587|DataOps\u4e0d\u4ec5\u4ec5\u662f\u7528\u4e8e\u6570\u636e\u7684DevOps"},"content":{"rendered":"\n<p>\u8bd1\u8005\u6309\uff1a\u672c\u6587\u4e3a\u00a9 2021 DataKitchen\u516c\u53f8\u767d\u76ae\u4e66\u300aDataOps is NOT Just DevOps for 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class=\"wp-image-269\"\/><\/figure>\n\n\n\n<p>\u56fe2:DataOps\u7684\u77e5\u8bc6\u9057\u4ea7<\/p>\n\n\n\n<p>\u654f\u6377\u5f00\u53d1\u548cDevOps\u4e3a\u6570\u636e\u5206\u6790\u589e\u52a0\u4e86\u5de8\u5927\u7684\u4ef7\u503c\uff0c\u4f46DataOps\u8fd8\u5305\u62ec\u5176\u4ed6\u4e00\u4e9b\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\u3002Agile\u548cDevOps\u53ea\u662f\u4e0e\u5206\u6790\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u76f8\u5173\uff0c\u800c\u6570\u636e\u5206\u6790\u8fd8\u9700\u8981\u7ba1\u7406\u548c\u534f\u8c03\u6570\u636e\u7ba1\u9053\u3002\u6570\u636e\u4ee5\u62a5\u544a\u3001\u6a21\u578b\u548c\u89c6\u56fe\u7684\u5f62\u5f0f\u4e0d\u65ad\u5730\u4ece\u7ba1\u9053\u7684\u4e00\u4fa7\u8fdb\u5165\uff0c\u7ecf\u8fc7\u4e00\u7cfb\u5217\u6b65\u9aa4\u540e\u4ea4\u4ed8\u3002\u6570\u636e\u7ba1\u9053\u662f\u6570\u636e\u5206\u6790\u7684\u201c\u64cd\u4f5c\u201d\u7aef\u3002\u53ef\u4ee5\u5c06\u6570\u636e\u7ba1\u9053\u5f62\u8c61\u5316\u7406\u89e3\u4e3a\u6ee1\u8db3\u4e00\u5b9a\u8d28\u91cf\u3001\u6548\u7387\u3001\u7ea6\u675f\u4e0b\u6b63\u5e38\u8fd0\u8f6c\u7684\u5de5\u4e1a\u751f\u4ea7\u7ebf\u3002\u4e3a\u4e86\u5b8c\u6574\u7684\u501f\u9274\u8fd9\u79cd\u5236\u9020\u4e1a\u601d\u7ef4\uff0c\u6211\u4eec\u5c06\u6b64\u7ba1\u9053\u79f0\u4e3a\u201c\u6570\u636e\u5de5\u5382\u201d\u3002<\/p>\n\n\n\n<p>\u5728DataOps\u4e2d\uff0c\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u7684\u6570\u636e\u6d41\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u5173\u6ce8\u9886\u57df\u3002DataOps\u534f\u8c03\u3001\u76d1\u63a7\u548c\u7ba1\u7406\u6570\u636e\u5de5\u5382\u3002\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\uff08SPC\uff09\u662f\u4e00\u4e2a\u7279\u522b\u5f3a\u5927\u7684\u7cbe\u76ca\u5236\u9020\u5de5\u5177\u3002SPC\u6d4b\u91cf\u548c\u76d1\u63a7\u6570\u636e\u7ba1\u9053\u4e2d\u7684\u6570\u636e\u548c\u64cd\u4f5c\u7279\u5f81\uff0c\u786e\u4fdd\u7edf\u8ba1\u6570\u636e\u4fdd\u6301\u5728\u53ef\u63a5\u53d7\u7684\u8303\u56f4\u5185\u3002\u5c06SPC\u5e94\u7528\u4e8e\u6570\u636e\u5206\u6790\u65f6\uff0c\u53ef\u663e\u8457\u63d0\u9ad8\u6548\u7387\u3001\u8d28\u91cf\u548c\u900f\u660e\u5ea6\u3002SPC\u5c31\u4f4d\u540e\uff0c\u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u9a8c\u8bc1\u7684\u6570\u636e\u88ab\u4e3a\u5de5\u4f5c\u6b63\u5e38\u3002\u5982\u679c\u51fa\u73b0\u5f02\u5e38\u60c5\u51b5\uff0c\u6570\u636e\u5206\u6790\u56e2\u961f\u4f1a\u901a\u8fc7\u81ea\u52a8\u8b66\u62a5\u4e86\u89e3\u5230\u72b6\u51b5\u3002<\/p>\n\n\n\n<p>\u867d\u7136\u540d\u79f0\u201cDataOps\u201d\u610f\u5473\u7740\u5b83\u4eceDevOps\u4e2d\u501f\u7528\u7684\u6700\u591a\uff0c\u4f46\u6784\u6210DataOps\u77e5\u8bc6\u9057\u4ea7\u7684\u5374\u662f\u654f\u6377\u3001DevOps\u548c\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\u8fd9\u4e09\u79cd\u65b9\u6cd5\u3002\u654f\u6377\u7ba1\u7406\u5206\u6790\u5f00\u53d1\u8fc7\u7a0b\uff0cDevOps\u4f18\u5316\u4ee3\u7801\u9a8c\u8bc1\uff0c\u6784\u5efa\u548c\u4ea4\u4ed8\u65b0\u7684\u5206\u6790\uff0c\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\u534f\u8c03\u548c\u76d1\u63a7\u6570\u636e\u5de5\u5382\u3002\u56fe2\u8bf4\u660e\u4e86\u654f\u6377\u3001DevOps\u548c\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\u5982\u4f55\u878d\u5408\u5728DataOps\u4e2d\u3002<\/p>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u5728\u957f\u8fbe\u4e00\u4e2a\u4e16\u7eaa\u7684\u7406\u5ff5\u80cc\u666f\u4e0b\u4e86\u89e3\u6570\u636e\u64cd\u4f5c\u7684\u6f14\u53d8\u8fc7\u7a0b\uff0c\u8fd9\u4e9b\u7406\u5ff5\u6539\u8fdb\u4e86\u4eba\u4eec\u7ba1\u7406\u590d\u6742\u7cfb\u7edf\u7684\u65b9\u5f0f\u3002\u5b83\u59cb\u4e8e\u50cf\u6234\u660e\u548c\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\u8fd9\u6837\u7684\u5148\u9a71\u8005\uff0c\u8fd9\u4e9b\u60f3\u6cd5\u9010\u6e10\u4ee5\u654f\u6377\u3001DevOps\u548c\u73b0\u5728\u7684DataOps\u7684\u5f62\u5f0f\u8fdb\u5165\u6280\u672f\u9886\u57df\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DevOps\u4e0eDataOps\u2014\u2014\u4eba\u4e3a\u56e0\u7d20<\/strong><\/h2>\n\n\n\n<p>\u5982\u4e0a\u6240\u8ff0\uff0cDataOps\u4e0e\u4eba\u5458\u548c\u5de5\u5177\u7ba1\u7406\u4e00\u6837\u91cd\u8981\u3002DataOps\u548cDevOps\u4e4b\u95f4\u7684\u7ec6\u5fae\u5dee\u522b\u4e0e\u5229\u76ca\u76f8\u5173\u8005\u7684\u9700\u6c42\u548c\u504f\u597d\u6709\u5173\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"885\" height=\"253\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-24.png\" alt=\"\" class=\"wp-image-270\"\/><\/figure>\n\n\n\n<p>\u56fe3:DataOps\u548cDevOps\u7528\u6237\u6709\u4e0d\u540c\u7684\u5fc3\u6001<\/p>\n\n\n\n<p>DevOps\u7684\u521b\u5efa\u662f\u4e3a\u4e86\u6ee1\u8db3\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458\u7684\u9700\u6c42\u3002\u5f00\u53d1\u5de5\u7a0b\u5e08\u70ed\u7231\u7f16\u7801\u5e76\u63a5\u53d7\u6280\u672f\u3002\u5b66\u4e60\u65b0\u8bed\u8a00\u6216\u90e8\u7f72\u65b0\u5de5\u5177\u662f\u4e00\u4e2a\u63a2\u7d22\u4e16\u754c\u7684\u673a\u4f1a\uff0c\u800c\u4e0d\u662f\u9ebb\u70e6\u3002\u4ed6\u4eec\u5bf9\u4ee3\u7801\u521b\u5efa\u3001\u96c6\u6210\u548c\u90e8\u7f72\u7684\u6240\u6709\u7ec6\u8282\u90fd\u975e\u5e38\u611f\u5174\u8da3\u3002DevOps\u7684\u7406\u5ff5\u662f\u62e5\u62b1\u590d\u6742\u6027\u3002<\/p>\n\n\n\n<p>DataOps\u7528\u6237\u901a\u5e38\u4e0e\u6b64\u76f8\u53cd\u3002\u4ed6\u4eec\u662f\u4e13\u6ce8\u4e8e\u6784\u5efa\u548c\u90e8\u7f72\u6a21\u578b\u548c\u53ef\u89c6\u5316\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u6216\u5206\u6790\u5e08\u3002\u79d1\u5b66\u5bb6\u548c\u5206\u6790\u5458\u901a\u5e38\u4e0d\u50cf\u5de5\u7a0b\u5e08\u90a3\u6837\u7cbe\u901a\u6280\u672f\u3002\u4ed6\u4eec\u4e13\u6ce8\u4e8e\u9886\u57df\u4e13\u4e1a\u77e5\u8bc6\u3002\u4ed6\u4eec\u611f\u5174\u8da3\u7684\u662f\u4f7f\u6a21\u578b\u66f4\u5177\u9884\u6d4b\u6027\uff0c\u6216\u8005\u51b3\u5b9a\u5982\u4f55\u4ee5\u6700\u4f73\u7684\u89c6\u89c9\u6548\u679c\u5448\u73b0\u6570\u636e\u3002\u7528\u4e8e\u521b\u5efa\u8fd9\u4e9b\u6a21\u578b\u548c\u53ef\u89c6\u5316\u7684\u6280\u672f\u53ea\u662f\u8fbe\u5230\u76ee\u7684\u7684\u4e00\u79cd\u624b\u6bb5\u3002\u6570\u636e\u4e13\u4e1a\u4eba\u58eb\u901a\u5e38\u53ea\u662f\u4e50\u4e8e\u4f7f\u7528\u4e00\u4e24\u79cd\u5de5\u5177\uff0c\u9664\u6b64\u4e4b\u5916\uff0c\u4efb\u4f55\u589e\u52a0\u590d\u6742\u6027\u7684\u5de5\u5177\u90fd\u662f\u4e0d\u53d7\u6b22\u8fce\u7684\u3002\u53e6\u5916\uff0c\u590d\u6742\u6027\u7684\u589e\u957f\u8d85\u51fa\u4e86\u4ed6\u4eec\u7684\u7ba1\u7406\u80fd\u529b\u3002DataOps\u627f\u8ba4\u6570\u636e\u4e13\u4e1a\u4eba\u5458\u751f\u6d3b\u5728\u4e00\u4e2a\u591a\u5de5\u5177\u3001\u5f02\u6784\u7684\u4e16\u754c\u4e2d\uff0c\u5e76\u8bd5\u56fe\u8ba9\u8fd9\u4e2a\u4e16\u754c\u5bf9\u6570\u636e\u4e13\u4e1a\u4eba\u5458\u6765\u8bf4\u66f4\u53cb\u597d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DevOps\u4e0eDataOps-\u6d41\u7a0b\u5dee\u5f02<\/strong><\/h2>\n\n\n\n<p>\u901a\u8fc7\u67e5\u770b\u6570\u636e\u5206\u6790\u5f00\u53d1\u548c\u751f\u547d\u5468\u671f\u8fc7\u7a0b\uff0c\u6211\u4eec\u53ef\u4ee5\u5f00\u59cb\u4e86\u89e3\u6570\u636e\u4e13\u4e1a\u4eba\u5458\u9762\u4e34\u7684\u72ec\u7279\u590d\u6742\u6027\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u6570\u636e\u5206\u6790\u4e13\u4e1a\u4eba\u5458\u9762\u4e34\u7740\u4e0e\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458\u5373\u76f8\u4f3c\u53c8\u72ec\u7279\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<p>DevOps\u751f\u547d\u5468\u671f\u901a\u5e38\u4f7f\u7528\u4e00\u4e2a\u65e0\u9650\u7b26\u53f7\u5f62\u72b6\u7684\u56fe\u6765\u8bf4\u660e\uff0c\u53c2\u89c1\u56fe4\u3002\u6bcf\u4e2a\u5468\u671f\u7684\u7ed3\u675f\uff08\u201c\u8ba1\u5212\u201d\uff09\u53cd\u9988\u5230\u4e0b\u4e00\u4e2a\u5468\u671f\u7684\u5f00\u59cb\uff08\u201c\u521b\u5efa\u201d\uff09\uff0c\u8fc7\u7a0b\u65e0\u9650\u671f\u5730\u8fed\u4ee3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"381\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-25.png\" alt=\"\" class=\"wp-image-271\"\/><\/figure>\n\n\n\n<p>\u56fe4:DevOps\u751f\u547d\u5468\u671f\u901a\u5e38\u88ab\u63cf\u8ff0\u4e3a\u4e00\u4e2a\u65e0\u9650\u5faa\u73af<\/p>\n\n\n\n<p>DataOps\u751f\u547d\u5468\u671f\u5171\u4eab\u8fd9\u4e9b\u8fed\u4ee3\u5c5e\u6027\uff0c\u4f46\u4e00\u4e2a\u91cd\u8981\u7684\u533a\u522b\u662fDataOps\u7531\u4e24\u4e2a\u6d3b\u52a8\u7684\u548c\u76f8\u4ea4\u7684\u7ba1\u9053\u7ec4\u6210\uff08\u56fe5\uff09\u3002\u5982\u4e0a\u6240\u8ff0\uff0c\u6570\u636e\u5de5\u5382\u662f\u4e00\u6761\u7ba1\u9053\u3002\u53e6\u4e00\u6761\u7ba1\u9053\u63a7\u5236\u6570\u636e\u5de5\u5382\u5728\u6570\u636e\u7ba1\u9053\u4e2d\u521b\u5efa\u548c\u90e8\u7f72\u65b0\u5206\u6790\u65f6\u7684\u66f4\u65b0\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u6570\u636e\u5de5\u5382\u5c06\u539f\u59cb\u6570\u636e\u6e90\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u901a\u8fc7\u4e00\u7cfb\u5217\u534f\u8c03\u7684\u6b65\u9aa4\u751f\u6210\u5206\u6790\u6d1e\u5bdf\uff0c\u4e3a\u7ec4\u7ec7\u521b\u9020\u201c\u4ef7\u503c\u201d\u3002\u6211\u4eec\u79f0\u4e4b\u4e3a\u201c\u4ef7\u503c\u7ba1\u9053\u201d\u3002\u6570\u636e\u64cd\u4f5c\u81ea\u52a8\u5316\u7f16\u6392\uff0c\u5e76\u4f7f\u7528SPC\u76d1\u63a7\u6d41\u7ecf\u4ef7\u503c\u7ba1\u9053\u7684\u6570\u636e\u8d28\u91cf\u3002<\/p>\n\n\n\n<p>\u201c\u521b\u65b0\u7ba1\u9053\u201d\u662f\u5c06\u65b0\u7684\u5206\u6790\u7406\u5ff5\u5f15\u5165\u4ef7\u503c\u7ba1\u9053\u7684\u8fc7\u7a0b\u3002\u521b\u65b0\u7ba1\u9053\u5728\u6982\u5ff5\u4e0a\u7c7b\u4f3c\u4e8eDevOps\u5f00\u53d1\u8fc7\u7a0b\uff0c\u4f46\u4ed4\u7ec6\u68c0\u67e5\u540e\uff0c\u6709\u51e0\u4e2a\u56e0\u7d20\u4f7fDataOps\u5f00\u53d1\u8fc7\u7a0b\u6bd4DevOps\u66f4\u5177\u6311\u6218\u6027\u3002\u56fe5\u663e\u793a\u4e86\u4ef7\u503c\u548c\u521b\u65b0\u7ba1\u9053\u7684\u7b80\u5316\u89c6\u56fe\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"882\" height=\"389\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-26.png\" alt=\"\" class=\"wp-image-272\"\/><\/figure>\n\n\n\n<p>\u56fe5:DataOps\u751f\u547d\u5468\u671f\u4ef7\u503c\u548c\u521b\u65b0\u7ba1\u9053<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DevOps vs.DataOps-\u5f00\u53d1\u548c\u90e8\u7f72\u6d41\u7a0b<\/strong><\/h2>\n\n\n\n<p>DataOps\u4ee5DevOps\u5f00\u53d1\u6a21\u578b\u4e3a\u57fa\u7840\u3002\u5982\u56fe6\u6240\u793a\uff0cDevOps\u6d41\u7a0b\u5305\u62ec\u4e00\u7cfb\u5217\u8f6f\u4ef6\u5f00\u53d1\u9879\u76ee\u901a\u7528\u7684\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<p>l&nbsp;\u5f00\u53d1\u2013\u521b\u5efa\/\u4fee\u6539\u5e94\u7528\u7a0b\u5e8f<\/p>\n\n\n\n<p>l&nbsp;\u6784\u5efa\u2013\u7ec4\u88c5\u5e94\u7528\u7a0b\u5e8f\u7ec4\u4ef6<\/p>\n\n\n\n<p>l&nbsp;\u6d4b\u8bd5\u2013\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u9a8c\u8bc1\u5e94\u7528\u7a0b\u5e8f<\/p>\n\n\n\n<p>l&nbsp;\u90e8\u7f72\u2013\u5c06\u4ee3\u7801\u8f6c\u6362\u5230\u751f\u4ea7\u4e2d<\/p>\n\n\n\n<p>l&nbsp;\u8fd0\u884c\u2013\u6267\u884c\u5e94\u7528\u7a0b\u5e8f<\/p>\n\n\n\n<p>DevOps\u5f15\u5165\u4e86\u4e24\u4e2a\u57fa\u672c\u6982\u5ff5\uff1a\u6301\u7eed\u96c6\u6210\uff08CI\uff09\u548c\u6301\u7eed\u90e8\u7f72\uff08CD\uff09\u3002CI\u5728\u5f00\u53d1\u73af\u5883\u4e2d\u4e0d\u65ad\u6784\u5efa\u3001\u96c6\u6210\u548c\u6d4b\u8bd5\u65b0\u4ee3\u7801\u3002\u6784\u5efa\u548c\u6d4b\u8bd5\u662f\u81ea\u52a8\u5316\u7684\uff0c\u56e0\u6b64\u5b83\u4eec\u53ef\u4ee5\u5feb\u901f\u91cd\u590d\u5730\u8fdb\u884c\u3002\u8fd9\u6837\u53ef\u4ee5\u5feb\u901f\u8bc6\u522b\u548c\u89e3\u51b3\u95ee\u9898\u3002\u56fe6\u8bf4\u660e\u4e86CI\u5982\u4f55\u5305\u542bDevOps\u7684\u6784\u5efa\u548c\u6d4b\u8bd5\u8fc7\u7a0b\u9636\u6bb5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"863\" height=\"331\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-27.png\" alt=\"\" class=\"wp-image-273\"\/><\/figure>\n\n\n\n<p>\u56fe6\uff1a\u6bd4\u8f83DataOps\u548cDevOps\u6d41\u7a0b<\/p>\n\n\n\n<p>CD\u662f\u90e8\u7f72\u6216\u4ea4\u4ed8\u8f6f\u4ef6\u7684\u81ea\u52a8\u5316\u65b9\u6cd5\u3002\u4e00\u65e6\u5e94\u7528\u7a0b\u5e8f\u901a\u8fc7\u6240\u6709\u9274\u5b9a\u6d4b\u8bd5\uff0cDevOps\u5c31\u4f1a\u5c06\u5176\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\u3002CI\u548cCD\u4e00\u8d77\u89e3\u51b3\u4e86\u963b\u788d\u654f\u6377\u5f00\u53d1\u7684\u4e3b\u8981\u7ea6\u675f\u3002\u5728DevOps\u4e4b\u524d\uff0c\u654f\u6377\u521b\u5efa\u4e86\u4e00\u7cfb\u5217\u5feb\u901f\u66f4\u65b0\u548c\u521b\u65b0\uff0c\u8fd9\u4e9b\u66f4\u65b0\u548c\u521b\u65b0\u5982\u679c\u662f\u5728\u624b\u52a8\u96c6\u6210\u548c\u90e8\u7f72\u8fc7\u7a0b\u5219\u4f1a\u505c\u6ede\u3002\u501f\u52a9\u81ea\u52a8\u5316CI\u548cCD\uff0cDevOps\u4f7f\u516c\u53f8\u80fd\u591f\u6bcf\u5929\u591a\u6b21\u66f4\u65b0\u5176\u8f6f\u4ef6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DataOps\u4e2d<\/strong><strong>\u7684\u4e24\u4e2a<\/strong><strong>\u7f16\u6392<\/strong><\/h2>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u201c\u7f16\u6392\uff08Orchestrate\uff09\u201d\u5728\u56fe6\u6240\u793a\u7684DataOps\u8fc7\u7a0b\u4e2d\u53d1\u751f\u4e86\u4e24\u6b21\u3002\u5982\u4e0a\u6240\u8ff0\uff0c\u6570\u636e\u5de5\u5382\uff08\u4ef7\u503c\u7ba1\u9053\uff09\u7531\u4e00\u4e2a\u5305\u542b\u8bb8\u591a\u6b65\u9aa4\u7684\u7ba1\u9053\u8fc7\u7a0b\u7ec4\u6210\uff0cDataOps\u534f\u8c03\u6570\u636e\u5de5\u5382\u3002\u60f3\u8c61\u4e00\u4e2a\u590d\u6742\u7684\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\u3002\u7f16\u6392\u5de5\u5177\u53ef\u4ee5\u662f\u63a7\u5236\u6b65\u9aa4\u6267\u884c\u3001\u904d\u5386DAG\u548c\u5904\u7406\u5f02\u5e38\u7684\u8f6f\u4ef6\u5b9e\u4f53\u3002\u4f8b\u5982\uff0c\u7f16\u6392\u5de5\u5177\u53ef\u4ee5\u521b\u5efa\u5bb9\u5668\u3001\u4f7f\u7528\u4e0a\u4e0b\u6587\u76f8\u5173\u53c2\u6570\u8c03\u7528\u8fd0\u884c\u65f6\u6d41\u7a0b\u3001\u5728\u4e0d\u540c\u9636\u6bb5\u4e4b\u95f4\u4f20\u8f93\u6570\u636e\u4ee5\u53ca\u201c\u76d1\u89c6\u201d\u7ba1\u9053\u6267\u884c\u3002\u6570\u636e\u5de5\u5382\u7684\u7f16\u6392\u662f\u56fe7\u4e2dDataOps\u6d41\u7a0b\u7684\u7b2c\u4e8c\u4e2a\u201c\u7f16\u6392\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1063\" height=\"392\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-28.png\" alt=\"\" class=\"wp-image-274\"\/><\/figure>\n\n\n\n<p>\u56fe7:DataOps\u534f\u8c03\u6570\u636e\u5de5\u5382<\/p>\n\n\n\n<p>\u5982\u4e0a\u6240\u8ff0\uff0c\u521b\u65b0\u7ba1\u9053\u5177\u6709\u6570\u636e\u7ba1\u9053\u7684\u4ee3\u8868\u6027\u526f\u672c\uff0c\u7528\u4e8e\u5728\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\u4e4b\u524d\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u65b0\u5206\u6790\u3002\u5982\u56fe8\u6240\u793a\uff0c\u8fd9\u662f\u5728\u201c\u6d4b\u8bd5\u201d\u548c\u201c\u90e8\u7f72\u201d\u65b0\u5206\u6790\u4e4b\u524d\u53d1\u751f\u7684\u7f16\u6392\u3002<\/p>\n\n\n\n<p>\u7f16\u6392\u5728\u4ef7\u503c\u548c\u521b\u65b0\u4e24\u4e2a\u7ba1\u9053\u4e2d\u8fdb\u884c\u3002\u7c7b\u4f3c\u60c5\u51b5\uff0c\u6d4b\u8bd5\u5728DataOps\u4e2d\u4e5f\u626e\u6f14\u7740\u53cc\u91cd\u89d2\u8272\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"885\" height=\"331\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-29.png\" alt=\"\" class=\"wp-image-275\"\/><\/figure>\n\n\n\n<p>\u56fe8:DataOps\u7684\u7f16\u6392\u63a7\u5236\u7740\u8bbf\u95ee\u3001\u8f6c\u6362\u3001\u5efa\u6a21\u3001\u53ef\u89c6\u5316\u548c\u62a5\u544a\u6570\u636e\u7684\u4f17\u591a\u5de5\u5177<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DataOps\u4e2d\u6d4b\u8bd5\u7684\u5bf9\u5076\u6027<\/strong><\/h2>\n\n\n\n<p>DataOps\u4e2d\u7684\u6d4b\u8bd5\u5728\u4ef7\u503c\u548c\u521b\u65b0\u4e24\u4e2a\u7ba1\u9053\u4e2d\u90fd\u6709\u7528\u3002\u5728\u4ef7\u503c\u7ba1\u9053\u4e2d\uff0c\u6d4b\u8bd5\u76d1\u63a7\u6d41\u7ecf\u6570\u636e\u5de5\u5382\u7684\u6570\u636e\u503c\uff0c\u4ee5\u6355\u83b7\u5f02\u5e38\u6216\u6807\u8bb0\u7edf\u8ba1\u89c4\u8303\u4e4b\u5916\u7684\u6570\u636e\u503c\u3002\u5728\u521b\u65b0\u7ba1\u9053\u4e2d\uff0c\u6d4b\u8bd5\u5728\u90e8\u7f72\u65b0\u5206\u6790\u4e4b\u524d\u5bf9\u5176\u8fdb\u884c\u9a8c\u8bc1\u3002<\/p>\n\n\n\n<p>\u5728DataOps\u4e2d\uff0c\u6d4b\u8bd5\u4ee5\u6570\u636e\u6216\u4ee3\u7801\u4e3a\u76ee\u6807\u3002\u5728\u6700\u8fd1\u7684\u535a\u5ba2\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528\u56fe9\u8ba8\u8bba\u4e86\u8fd9\u4e2a\u6982\u5ff5\u3002\u6d41\u7ecf\u4ef7\u503c\u7ba1\u9053\u7684\u6570\u636e\u662f\u53ef\u53d8\u7684\uff0c\u53d7\u7edf\u8ba1\u8fc7\u7a0b\u63a7\u5236\u548c\u76d1\u63a7\u3002\u6d4b\u8bd5\u7684\u76ee\u6807\u662f\u4e0d\u65ad\u53d8\u5316\u7684\u6570\u636e\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4ef7\u503c\u7ba1\u9053\u4e2d\u7684\u5206\u6790\u662f\u56fa\u5b9a\u7684\uff0c\u53ea\u6709\u4f7f\u7528\u6b63\u5f0f\u7684\u53d1\u5e03\u6d41\u7a0b\u624d\u80fd\u66f4\u6539\u3002\u5728\u4ef7\u503c\u7ba1\u9053\u4e2d\uff0c\u5bf9\u5206\u6790\u8fdb\u884c\u4fee\u8ba2\u63a7\u5236\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u53ef\u80fd\u5bfc\u81f4\u7684\u6570\u636e\u5de5\u5382\u670d\u52a1\u4e2d\u65ad\u3002<\/p>\n\n\n\n<p>\u5728\u521b\u65b0\u7ba1\u9053\u4e2d\uff0c\u4ee3\u7801\u662f\u53ef\u53d8\u7684\uff0c\u6570\u636e\u662f\u56fa\u5b9a\u7684\u3002\u5bf9\u5206\u6790\u8fdb\u884c\u4fee\u8ba2\u548c\u66f4\u65b0\uff0c\u76f4\u81f3\u5b8c\u6210\u3002\u4e00\u65e6\u6c99\u7bb1\u88ab\u8bbe\u7f6e\u597d\uff0c\u6570\u636e\u901a\u5e38\u4e0d\u4f1a\u6539\u53d8\u3002\u5728\u521b\u65b0\u7ba1\u9053\u4e2d\uff0c\u6d4b\u8bd5\u7684\u76ee\u6807\u662f\u4ee3\u7801\uff08\u5206\u6790\uff09\uff0c\u800c\u4e0d\u662f\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u5728\u5c06\u65b0\u4ee3\u7801\u5347\u7ea7\uff08\u5408\u5e76\uff09\u5230\u4ea7\u54c1\u4e2d\u4e4b\u524d\uff0c\u5fc5\u987b\u901a\u8fc7\u6240\u6709\u6d4b\u8bd5\u3002\u4e00\u4e2a\u597d\u7684\u6d4b\u8bd5\u5957\u4ef6\u53ef\u4ee5\u81ea\u52a8\u5316\u7684\u5f71\u54cd\u5206\u6790\uff0c\u5728\u90e8\u7f72\u4e4b\u524d\u5bf9\u4ee3\u7801\u7684\u4efb\u4f55\u66f4\u6539\u90fd\u6267\u884c\u6d4b\u8bd5\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u6709\u4e9b\u6d4b\u8bd5\u540c\u65f6\u9488\u5bf9\u6570\u636e\u548c\u4ee3\u7801\u3002\u4f8b\u5982\uff0c\u786e\u4fdd\u6570\u636e\u5e93\u5177\u6709\u6b63\u786e\u884c\u6570\u7684\u6d4b\u8bd5\u6709\u52a9\u4e8e\u6570\u636e\u548c\u4ee3\u7801\u534f\u540c\u5de5\u4f5c\u3002\u6700\u7ec8\uff0c\u6570\u636e\u6d4b\u8bd5\u548c\u4ee3\u7801\u6d4b\u8bd5\u90fd\u9700\u8981\u6574\u5408\u5230\u4e00\u4e2a\u96c6\u6210\u7684\u7ba1\u9053\u4e2d\uff0c\u5982\u56fe5\u6240\u793a\u3002DataOps\u4f7f\u4ee3\u7801\u548c\u6570\u636e\u6d4b\u8bd5\u80fd\u591f\u534f\u540c\u5de5\u4f5c\uff0c\u786e\u4fdd\u5168\u9762\u7684\u9ad8\u8d28\u91cf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"886\" height=\"328\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-30.png\" alt=\"\" class=\"wp-image-276\"\/><\/figure>\n\n\n\n<p>\u56fe9\uff1a\u5728DataOps\u4e2d\uff0c\u6570\u636e\u548c\u4ee3\u7801\u6d4b\u8bd5\u529f\u80fd\u4e00\u8d77\u4fdd\u969c\u5206\u6790\u8d28\u91cf<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DataOps\u590d\u6742\u6027-\u6c99\u7bb1\u7ba1\u7406<\/strong><\/h2>\n\n\n\n<p>\u5f53\u5de5\u7a0b\u5e08\u52a0\u5165\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\u65f6\uff0c\u4ed6\u4eec\u7b2c\u4e00\u6b65\u5de5\u4f5c\u662f\u521b\u5efa\u201c\u6c99\u7bb1\u201d\u3002\u6c99\u7bb1\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u5728\u5176\u4e2d\u7f16\u5199\u548c\u6d4b\u8bd5\u5e94\u7528\u7a0b\u5e8f\u65b0\u529f\u80fd\uff0c\u800c\u4e0d\u4f1a\u5f71\u54cd\u5e76\u884c\u5f00\u53d1\u5176\u4ed6\u529f\u80fd\u7684\u56e2\u961f\u6210\u5458\u3002\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u7684\u6c99\u7bb1\u521b\u5efa\u901a\u5e38\u5f88\u7b80\u5355\uff0c\u5de5\u7a0b\u5e08\u901a\u5e38\u4f1a\u4ece\u961f\u53cb\u90a3\u91cc\u6536\u5230\u4e00\u5806\u811a\u672c\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u4e00\u4e24\u5929\u5185\u914d\u7f6e\u4e00\u4e2a\u6c99\u7bb1\u3002\u8fd9\u662f\u4f7f\u7528DevOps\u7684\u56e2\u961f\u7684\u5178\u578b\u5fc3\u6001\u3002<\/p>\n\n\n\n<p>\u4ece\u5de5\u5177\u548c\u6570\u636e\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u6570\u636e\u5206\u6790\u4e2d\u7684\u6c99\u7bb1\u901a\u5e38\u66f4\u5177\u6311\u6218\u6027\u3002\u9996\u5148\uff0c\u6570\u636e\u56e2\u961f\u603b\u4f53\u4e0a\u4f7f\u7528\u7684\u5de5\u5177\u6bd4\u5178\u578b\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\u591a\u5f97\u591a\u3002\u6570\u636e\u5de5\u7a0b\u3001\u6570\u636e\u79d1\u5b66\u3001BI\u3001\u6570\u636e\u53ef\u89c6\u5316\u548c\u6cbb\u7406\u6709\u6210\u5343\u4e0a\u4e07\u7684\u5de5\u5177\u3001\u8bed\u8a00\u548c\u4f9b\u5e94\u5546\u3002\u5982\u679c\u6ca1\u6709\u8f6f\u4ef6\u5f00\u53d1\u56e2\u961f\u96c6\u4e2d\uff0c\u6570\u636e\u56e2\u961f\u4f1a\u56e0\u5206\u6563\u5728\u4f01\u4e1a\u4e2d\u7684\u4e0d\u540c\u5de5\u5177\u548c\u6570\u636e\u5b64\u5c9b\u800c\u4ea7\u751f\u81ea\u7136\u800c\u7136\u7684\u5206\u6b67\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"886\" height=\"328\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-31.png\" alt=\"\" class=\"wp-image-277\"\/><\/figure>\n\n\n\n<p>\u56fe10\uff1a\u201c\u6c99\u7bb1\u201d\u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u6570\u636e\u4e13\u4e1a\u4eba\u5458\u53ef\u4ee5\u5728\u5176\u4e2d\u7f16\u5199\u548c\u6d4b\u8bd5\u65b0\u7684\u5206\u6790\uff0c\u800c\u4e0d\u4f1a\u5f71\u54cd\u56e2\u961f\u5176\u4ed6\u6210\u5458\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DataOps\u590d\u6742\u6027-\u6d4b\u8bd5\u6570\u636e\u7ba1\u7406<\/strong><\/h2>\n\n\n\n<p>&nbsp;\u4e3a\u4e86\u521b\u5efa\u7528\u4e8e\u5206\u6790\u7684\u5f00\u53d1\u73af\u5883\uff0c\u5fc5\u987b\u521b\u5efa\u6570\u636e\u5de5\u5382\u7684\u526f\u672c\u3002\u8fd9\u8981\u6c42\u6570\u636e\u4e13\u4e1a\u4eba\u5458\u590d\u5236\u54ea\u4e9b\u53ef\u80fd\u6709\u5b89\u5168\u3001\u6cbb\u7406\u6216\u8bb8\u53ef\u9650\u5236\u7684\u6570\u636e\u3002\u590d\u5236\u6574\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u4e0d\u5207\u5b9e\u9645\u6216\u6210\u672c\u9ad8\u6602\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u4e9b\u601d\u8003\u8c28\u614e\u7684\u6765\u6784\u5efa\u4e00\u4e2a\u5177\u6709\u4ee3\u8868\u6027\u7684\u6570\u636e\u96c6\u3002\u5bf9TB\u7ea7\u6570\u636e\u96c6\u8fdb\u884c\u91c7\u6837\u6216\u7b5b\u9009\u540e\uff0c\u53ef\u80fd\u9700\u8981\u5bf9\u5176\u8fdb\u884c\u6e05\u7406\u6216\u7f16\u8f91\uff08\u5220\u9664\u654f\u611f\u4fe1\u606f\uff09\u3002\u7531\u4e8e\u6280\u672f\u969c\u788d\u6216\u8bb8\u53ef\u8bc1\u9650\u5236\uff0c\u6570\u636e\u8fd8\u9700\u8981\u4e00\u4e2a\u786e\u4fdd\u5b89\u5168\u4e0d\u6613\u590d\u5236\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"308\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-32.png\" alt=\"\" class=\"wp-image-278\"\/><\/figure>\n\n\n\n<p>\u56fe11\uff1a\u6d4b\u8bd5\u6570\u636e\u7ba1\u7406\u662fDataOps\u4e2d\u7684\u4e00\u4e2a\u9996\u8981\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u6d4b\u8bd5\u6570\u636e\u7ba1\u7406\u662fDataOps\u4e2d\u7684\u4e00\u4e2a\u9996\u8981\u95ee\u9898\uff0c\u800c\u5728\u5927\u591a\u6570DevOps\u73af\u5883\u4e2d\uff0c\u5b83\u662f\u4e8b\u540e\u8003\u8651\u7684\u95ee\u9898\u3002\u4e3a\u4e86\u52a0\u901f\u5206\u6790\u5f00\u53d1\uff0cDataOps\u5fc5\u987b\u81ea\u52a8\u521b\u5efa\u5177\u6709\u6240\u9700\u6570\u636e\u3001\u8f6f\u4ef6\u3001\u786c\u4ef6\u548c\u5e93\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4ee5\u4fbf\u521b\u65b0\u4e0e\u654f\u6377\u8fed\u4ee3\u4fdd\u6301\u540c\u6b65\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DataOps\u4ee5\u4e24\u79cd\u65b9\u5f0f\u8fde\u63a5\u7ec4\u7ec7<\/strong><\/h2>\n\n\n\n<p>DevOps\u81f4\u529b\u4e8e\u5e2e\u52a9\u5f00\u53d1\u548c\u8fd0\u8425\u56e2\u961f\u4ee5\u96c6\u6210\u7684\u65b9\u5f0f\u534f\u540c\u5de5\u4f5c\u3002\u5728DataOps\u4e2d\uff0c\u6b64\u6982\u5ff5\u5982\u56fe12\u6240\u793a\u3002\u5f00\u53d1\u56e2\u961f\u5305\u62ec\u5206\u6790\u5e08\u3001\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u3001\u67b6\u6784\u5e08\u548c\u5176\u4ed6\u521b\u5efa\u6570\u636e\u4ed3\u5e93\u548c\u5206\u6790\u7684\u4eba\u5458\u3002<\/p>\n\n\n\n<p>\u5728\u6570\u636e\u5206\u6790\u4e2d\uff0c\u8fd0\u8425\u56e2\u961f\u652f\u6301\u5e76\u76d1\u63a7\u6570\u636e\u7ba1\u9053\u3002\u8fd9\u53ef\u4ee5\u662fIT\uff0c\u4f46\u4e5f\u5305\u62ec\u521b\u5efa\u548c\u4f7f\u7528\u5206\u6790\u7684\u5ba2\u6237\u3002DataOps\u5c06\u8fd9\u4e9b\u5c0f\u7ec4\u805a\u96c6\u5728\u4e00\u8d77\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u80fd\u591f\u66f4\u7d27\u5bc6\u5730\u5408\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"884\" height=\"306\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-33.png\" alt=\"\" class=\"wp-image-279\"\/><\/figure>\n\n\n\n<p>\u56fe12:DataOps\u7ed3\u5408\u4e86\u6570\u636e\u5206\u6790\u5f00\u53d1\u548c\u6570\u636e\u64cd\u4f5c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u81ea\u7531\u4e0e\u96c6\u6743<\/strong><\/h2>\n\n\n\n<p>DataOps\u8fd8\u8de8\u7ec4\u7ec7\u5c06\u53e6\u4e00\u4e2a\u7ef4\u5ea6\u6574\u5408\u5728\u4e00\u8d77\u3002\u5927\u91cf\u6570\u636e\u5206\u6790\u5f00\u53d1\u53d1\u751f\u5728\u4f01\u4e1a\u4e2d\u9760\u8fd1\u4e1a\u52a1\u90e8\u95e8\u7684\u504f\u8fdc\u89d2\u843d\uff0c\u4f7f\u7528Tableau\u3001Alteryx\u6216Excel\u7b49\u81ea\u52a9\u670d\u52a1\u5de5\u5177\u3002\u8fd9\u4e9b\u53c2\u4e0e\u5206\u5e03\u5f0f\u5206\u6790\u7684\u672c\u5730\u56e2\u961f\u5728\u5411\u7528\u6237\u63d0\u4f9b\u521b\u65b0\u65b9\u9762\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u8981\u8d4b\u4e88\u8fd9\u4e9b\u56e2\u961f\u521b\u9020\u529b\u4ee5\u7ef4\u6301\u4f01\u4e1a\u7684\u7ade\u4e89\u529b\uff0c\u4f46\u5766\u7387\u5730\u8bf4\uff0c\u7f3a\u4e4f\u81ea\u4e0a\u800c\u4e0b\u7684\u63a7\u5236\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6df7\u4e71\u3002<\/p>\n\n\n\n<p>\u5728\u4e00\u4e2a\u5c0f\u7ec4\uff08\u5982IT\uff09\u7684\u63a7\u5236\u4e0b\u96c6\u4e2d\u5206\u6790\u5f00\u53d1\uff0c\u4f7f\u7ec4\u7ec7\u80fd\u591f\u6807\u51c6\u5316\u5ea6\u91cf\u3001\u63a7\u5236\u6570\u636e\u8d28\u91cf\u3001\u52a0\u5f3a\u5b89\u5168\u6027\u548c\u6cbb\u7406\uff0c\u5e76\u6d88\u9664\u6570\u636e\u5b64\u5c9b\u3002\u4f46\u8fd9\u6837\u7684\u95ee\u9898\u5728\u4e8e\u8fc7\u4e8e\u96c6\u4e2d\u4f1a\u627c\u6740\u521b\u9020\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"624\" height=\"530\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-34.png\" alt=\"\" class=\"wp-image-280\"\/><\/figure>\n\n\n\n<p>\u56fe13:DataOps\u5c06\u96c6\u4e2d\u5f0f\u548c\u5206\u5e03\u5f0f\u5f00\u53d1\u7ed3\u5408\u5728\u4e00\u8d77<\/p>\n\n\n\n<p>DataOps\u7684\u4e00\u4e2a\u91cd\u8981\u4f18\u70b9\u662f\u5b83\u80fd\u591f\u534f\u8c03\u5206\u6563\u548c\u96c6\u4e2d\u6570\u636e\u5206\u6790\u5f00\u53d1\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca\u96c6\u4e2d\u548c\u81ea\u7531\u4e4b\u95f4\u7684\u7d27\u5f20\u5173\u7cfb\u3002<\/p>\n\n\n\n<p>\u5728DataOps\u4f01\u4e1a\u4e2d\uff0c\u65b0\u7684\u5206\u6790\u5728\u5f53\u5730\u521b\u65b0\u73af\u5883\u4ea7\u751f\u5e76\u7ecf\u8fc7\u6539\u8fdb\u3002\u5f53\u4e00\u4e2a\u60f3\u6cd5\u88ab\u8bc1\u660e\u662f\u6709\u7528\u7684\u6216\u503c\u5f97\u66f4\u5e7f\u6cdb\u5730\u4f20\u64ad\u65f6\uff0c\u5b83\u5c06\u88ab\u63d0\u5347\u5230\u4e00\u4e2a\u96c6\u4e2d\u7684\u5f00\u53d1\u5c0f\u7ec4\uff0c\u8be5\u5c0f\u7ec4\u53ef\u4ee5\u66f4\u9ad8\u6548\u3001\u66f4\u7a33\u5065\u5730\u5927\u89c4\u6a21\u5b9e\u65bd\u5b83\u3002<\/p>\n\n\n\n<p>DataOps\u5c06\u672c\u5730\u5316\u548c\u96c6\u4e2d\u5316\u5f00\u53d1\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u4f7f\u7ec4\u7ec7\u80fd\u591f\u83b7\u5f97\u96c6\u4e2d\u5316\u7684\u6548\u7387\uff0c\u540c\u65f6\u4fdd\u7559\u672c\u5730\u5316\u5f00\u53d1\u7684\u521b\u65b0\u673a\u5236\u3002DataOps\u8de8\u4e24\u4e2a\u7ef4\u5ea6\u5c06\u4f01\u4e1a\u6574\u5408\u5728\u4e00\u8d77\uff0c\u5982\u56fe14\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"631\" height=\"400\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-35.png\" alt=\"\" class=\"wp-image-281\"\/><\/figure>\n\n\n\n<p>\u56fe14:DataOps\u5c06\u4e24\u4e2a\u7ef4\u5ea6\u7684\u5f00\u53d1\/\u8fd0\u8425\u4ee5\u53ca\u5206\u5e03\u5f0f\/\u96c6\u4e2d\u5f0f\u5f00\u53d1\u56e2\u961f\u805a\u96c6\u5728\u4e00\u8d77\u3002<\/p>\n\n\n\n<p>DataOps\u4e3a\u7ec4\u7ec7\u4e2d\u7684\u6838\u5fc3\u56e2\u961f\u5e26\u6765\u4e86\u4e09\u4e2a\u521b\u65b0\u5468\u671f\uff1a\u96c6\u4e2d\u5316\u751f\u4ea7\u56e2\u961f\u3001\u96c6\u4e2d\u5316\u6570\u636e\u5de5\u7a0b\/\u5206\u6790\/\u79d1\u5b66\/\u6cbb\u7406\u5f00\u53d1\u56e2\u961f\uff0c\u4ee5\u53ca\u4f7f\u7528\u81ea\u52a9\u670d\u52a1\u5de5\u5177\u7684\u56e2\u961f\uff0c\u8fd9\u4e9b\u5de5\u5177\u5206\u5e03\u5728\u79bb\u5ba2\u6237\u6700\u8fd1\u7684\u4e1a\u52a1\u7ebf\u4e2d\u3002\u56fe15\u663e\u793a\u4e86\u521b\u65b0\u7684\u8fde\u9501\u5faa\u73af\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"486\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-36.png\" alt=\"\" class=\"wp-image-282\"\/><\/figure>\n\n\n\n<p>&nbsp;\u56fe15:DataOps\u5728\u751f\u4ea7\u3001\u4e2d\u5fc3\u6570\u636e\u548c\u81ea\u52a9\u670d\u52a1\u56e2\u961f\u4e4b\u95f4\u5e26\u6765\u4e86\u4e09\u4e2a\u521b\u65b0\u5468\u671f\u3002<\/p>\n\n\n\n<h2 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class=\"wp-image-283\"\/><\/figure>\n\n\n\n<p>\u56fe16\uff1a\u5b9e\u65bdDataOps\u7684\u6570\u636e\u5206\u6790\u5f00\u53d1\u751f\u547d\u5468\u671f\u590d\u6742\u6027<\/p>\n\n\n\n<p>DataOps\u7b80\u5316\u4e86\u6570\u636e\u5206\u6790\u521b\u5efa\u548c\u64cd\u4f5c\u7684\u590d\u6742\u6027\u3002\u5b83\u4f7f\u6570\u636e\u5206\u6790\u5f00\u53d1\u4e0e\u7528\u6237\u4f18\u5148\u7ea7\u4fdd\u6301\u4e00\u81f4\u3002\u5b83\u7b80\u5316\u5e76\u81ea\u52a8\u5316\u4e86\u4ece\u521b\u5efa\u6c99\u76d2\u5230\u90e8\u7f72\u7684\u5206\u6790\u5f00\u53d1\u751f\u547d\u5468\u671f\u3002DataOps\u63a7\u5236\u548c\u76d1\u63a7\u6570\u636e\u5de5\u5382\uff0c\u4f7f\u6570\u636e\u8d28\u91cf\u4fdd\u6301\u8f83\u9ad8\u6c34\u5e73\uff0c\u4f7f\u6570\u636e\u56e2\u961f\u4e13\u6ce8\u4e8e\u589e\u503c\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u5b9e\u73b0\u8fd9\u4e03\u4e2a\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u5f00\u59cb\u4f7f\u7528DataOps\u3002\u60a8\u8fd8\u53ef\u4ee5\u91c7\u7528DataOps\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u5c06\u5728\u73b0\u6709\u5de5\u5177\u548c\u57fa\u7840\u67b6\u6784\u7684\u4e0a\u4e0b\u6587\u4e2d\u652f\u6301DataOps\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>DataOps\u5e73\u53f0\u81ea\u52a8\u5316\u4e86\u7ec4\u6210DataOps\u7684\u6b65\u9aa4\u548c\u8fc7\u7a0b\uff1a\u6c99\u7bb1\u7ba1\u7406\u3001\u7f16\u6392\u3001\u76d1\u89c6\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u3001\u6570\u636e\u5de5\u5382\u3001\u4eea\u8868\u76d8\u3001\u654f\u6377\u7b49\u7b49\u3002DataOps\u5e73\u53f0\u662f\u4e3a\u6570\u636e\u4e13\u4e1a\u4eba\u58eb\u6784\u5efa\u7684\uff0c\u65e8\u5728\u5c06\u4ed6\u4eec\u9700\u8981\u7684\u6240\u6709\u5de5\u5177\u3001\u6b65\u9aa4\u548c\u6d41\u7a0b\u7b80\u5316\u4e3a\u6613\u4e8e\u4f7f\u7528\u3001\u53ef\u914d\u7f6e\u7684\u7aef\u5230\u7aef\u7cfb\u7edf\u3002\u8fd9\u79cd\u9ad8\u5ea6\u81ea\u52a8\u5316\u6d88\u9664\u4e86\u5927\u91cf\u7684\u624b\u5de5\u5de5\u4f5c\uff0c\u4f7f\u56e2\u961f\u80fd\u591f\u81ea\u7531\u5730\u521b\u5efa\u65b0\u7684\u521b\u65b0\u5206\u6790\uff0c\u4ece\u800c\u6700\u5927\u9650\u5ea6\u5730\u5b9e\u73b0\u7ec4\u7ec7\u6570\u636e\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5173\u4e8e<\/strong>DataKitchen<\/h2>\n\n\n\n<p 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