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src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/853d6b85f433e7e92d700d113b08d6cb_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2908\" \/><\/figure>\n\n\n\n<p>\u4e91\u97f3\u4e50\u662f\u7f51\u6613\u96c6\u56e2\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684BU\uff0c\u6211\u4eec\u57fa\u4e8e\u96c6\u56e2\u7684\u6570\u636e\u5e73\u53f0\u6570\u5e06\u7ed3\u5408\u97f3\u4e50\u7684\u4e1a\u52a1\u6253\u9020\u4e86\u9762\u5411\u97f3\u4e50\u4e1a\u52a1\u7684\u76f8\u5bf9\u5782\u7c7b\u7684\u6570\u636e\u5f00\u53d1\u5e73\u53f0 &#8211; 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class=\"wp-block-list\">\n<li>\u4ece\u6211\u4eec\u7684\u7cfb\u7edf\u5de5\u5355\u4e0a\u770b\uff0c\u5e73\u5747\u6bcf\u6708100\u4e2a\u5de6\u53f3\u5de5\u5355\u95ee\u9898\uff0c\u5176\u4e2d\u670960%\u4ee5\u4e0a\u7684\u95ee\u9898\u90fd\u662f\u4e00\u4e9b\u57fa\u672c\u7684\u4f7f\u7528\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u65e5\u5e38\u6cbb\u7406\u7684\u63a8\u8fdb\uff1a\u56e0\u4e3a\u8fd9\u4e24\u5e74\u662f\u964d\u672c\u589e\u6548\u7684\u5927\u5e74\uff0c\u6211\u4eec\u8981\u82b1\u5927\u91cf\u7684\u4eba\u529b\u53bb\u63a8\u8fdb\u7528\u6237\u505a\u4efb\u52a1\u4e0b\u7ebf\u3001\u6570\u636e\u4e0b\u7ebf\u3001\u79bb\u804c\u7684\u8f6c\u8ba9\u3001\u8d44\u6e90\u7684\u4f18\u5316\u7b49\u7b49\uff0c\u4efb\u52a1\u7e41\u7410\u3001\u8017\u8d39\u4eba\u529b\u3002<\/li>\n\n\n\n<li>\u5f00\u53d1\u8f85\u52a9\uff1a\u65e5\u5e38\u9664\u4e86\u89e3\u7b54\u4e00\u4e9b\u95ee\u9898\u4ee5\u5916\uff0c\u6211\u4eec\u8981\u53bb\u8f85\u5bfc\u7528\u6237\u505a\u4e00\u4e9b\u4efb\u52a1\u7684\u5f00\u53d1\u3001\u8d44\u6e90\u7684\u8c03\u4f18\u7b49\u5de5\u4f5c\uff0c\u975e\u5e38\u7410\u788e\uff0c\u5176\u4e2d\u91cd\u590d\u7684\u3001\u53ef\u6c89\u6dc0\u7684\u4e1c\u897f\u975e\u5e38\u591a\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u56de\u5230\u6cbb\u7406\u573a\u666f\uff0c\u6211\u4eec\u5728\u642d\u5efa\u6cbb\u7406\u5e73\u53f0\u4ee5\u524d\uff0c\u4efb\u52a1\u6cbb\u7406\u3001\u8868\u6cbb\u7406\u5927\u6982\u7684\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/6222faabe5082f48759832651c770e91_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2911\" \/><\/figure>\n\n\n\n<p>\u8fd9\u91cc\u5c55\u793a\u7684\u662f\u65e5\u5e38\u6211\u4eec\u505a\u4efb\u52a1\u6cbb\u7406\u3001\u8868\u6cbb\u7406\u7684\u4e00\u4e2a\u901a\u7528\u7684\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<p>\u2460. \u9996\u5148\u6211\u4eec\u4f1a\u4ee5\u4eba\u5de5\u6216\u8005\u811a\u672c\u7684\u65b9\u5f0f\u626b\u63cf\u51fa\u6765\u60f3\u8981\u6cbb\u7406\u7684\u7c7b\u578b\u7684\u4efb\u52a1\u6216\u8005\u8868\uff0c\u7b80\u5355\u7684\u65f6\u5019\u4e00\u6761SQL\u5c31\u53ef\u4ee5\u627e\u5230\uff0c\u590d\u6742\u7684\u65f6\u5019\u9700\u8981\u6536\u96c6\u5927\u91cf\u8d44\u6e90\u7684\u5143\u6570\u636e\uff0c\u7136\u540e\u901a\u8fc7\u4eba\u5de5\u6216\u8005\u811a\u672c\u7684\u65b9\u5f0f\u624d\u80fd\u68b3\u7406\u51fa\u6211\u4eec\u60f3\u8981\u7684\u6cbb\u7406\u8d44\u6e90\u3002<\/p>\n\n\n\n<p>\u2461.&nbsp;\u627e\u5230\u8fd9\u4e9b\u8d44\u6e90\u4ee5\u540e\uff0c\u6211\u4eec\u9700\u8981\u63a8\u8fdb\u7528\u6237\u8fdb\u884c\u6cbb\u7406\u5de5\u4f5c\uff0c\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u6211\u4eec\u4e00\u822c\u662f\u5148\u6574\u7406\u4e00\u4e2a\u5171\u4eab\u7684Excel\u534f\u4f5c\u6587\u6863\uff0c\u7136\u540e\u62c9\u9f50\u6240\u6709\u7684\u5f00\u53d1\u63a8\u8fdb\u6cbb\u7406\uff0c\u51c6\u5907\u4e00\u4e2a\u64cd\u4f5c\u6587\u6863\uff0c\u8ba9\u7528\u6237\u6309\u7167\u64cd\u4f5c\u8fdb\u884c\u6cbb\u7406\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u2462.&nbsp;\u5f00\u53d1\u6536\u5230\u901a\u77e5\u4ee5\u540e\uff0c\u6309\u7167\u6cbb\u7406\u6587\u6863\uff0c\u624b\u52a8\u8fdb\u884c\u6cbb\u7406\u5de5\u4f5c\uff0c\u7136\u540e\u628a\u6cbb\u7406\u7684\u72b6\u6001\u548c\u7ed3\u679c\u624b\u52a8\u767b\u8bb0\u5230\u5171\u4eab\u6587\u6863\u4e0a\u3002<\/p>\n\n\n\n<p>\u6574\u4e2a\u6d41\u7a0b\u8d70\u4e0b\u6765\uff0c\u663e\u800c\u6613\u89c1\uff0c\u6548\u7387\u975e\u5e38\u4f4e\u4e0b\uff0c\u7528\u6237\u4e5f\u5f88\u96be\u4e00\u76f4\u4fdd\u6301\u79ef\u6781\u6027\u6765\u914d\u5408\u5e73\u53f0\u8fdb\u884c\u6cbb\u7406\u5de5\u4f5c\uff1b\u5728\u64cd\u4f5c\u7684\u65f6\u5019\uff0c\u7528\u6237\u4e5f\u4e0d\u4e00\u5b9a\u4f1a\u4e25\u683c\u6309\u7167\u6587\u6863\u8fdb\u884c\u6cbb\u7406\u52a8\u4f5c\uff0c\u6cbb\u7406\u671f\u95f4\u4e5f\u53ef\u80fd\u5bfc\u81f4\u95ee\u9898\u3001\u4e25\u91cd\u70b9\u53ef\u80fd\u4f1a\u4ea7\u751f\u4e8b\u6545\uff1b\u5176\u6b21\u6cbb\u7406\u671f\u95f4\u68b3\u7406\u7684\u811a\u672c\uff0c\u6ca1\u6709\u5730\u65b9\u7edf\u4e00\u6c89\u6dc0\u8fed\u4ee3\uff1b\u6216\u8bb8\u5982\u679c\u6362\u4e00\u4e2a\u4eba\u6765\u63a8\u8fdb\uff0c\u6216\u8005\u4e2d\u95f4\u9694\u4e86\u5f88\u4e45\u7684\u8bdd\uff0c\u53c8\u4f1a\u4ea7\u751f\u5927\u91cf\u7684\u91cd\u590d\u5de5\u4f5c\uff0c\u53e6\u5916\u4e00\u70b9\u5c31\u662f\uff0c\u6211\u4eec\u8fd9\u4e9b\u6cbb\u7406\u5de5\u4f5c\u5f80\u5f80\u90fd\u662f\u8fd0\u52a8\u5f0f\u7684\uff0c\u6ca1\u6cd5\u505a\u5230\u5065\u5eb7\u7684\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u72b6\u6001\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/c72019be2a6321cf34856725ba0dedce_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2912\" style=\"aspect-ratio:1.7792421746293245;width:699px;height:auto\" \/><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u4ee5\u4e0a\u95ee\u9898\uff0c\u6211\u4eec\u5e0c\u671b\u6253\u9020\u4e00\u4e2a\u81ea\u52a8\u5316\u7684\u3001\u667a\u80fd\u5316\u7684\u6cbb\u7406\u5e73\u53f0\uff0c\u505a\u5230\u95ee\u9898\u65e9\u53d1\u73b0\u65e9\u6cbb\u7406\uff0c\u8d23\u4efb\u5230\u4eba\uff0c\u4fdd\u6301\u6574\u4e2a\u6570\u636e\u751f\u6001\u7684\u5065\u5eb7\u53d1\u5c55\uff1a<\/p>\n\n\n\n<p>\u2460.&nbsp;\u5728\u5f00\u53d1\u9636\u6bb5\uff1a\u63d0\u4f9b\u5982\u4ee3\u7801\u4f18\u5316\u5efa\u8bae\u3001\u8d44\u6e90\u914d\u7f6e\u5efa\u8bae\u3001\u8fd0\u7ef4\u914d\u7f6e\u68c0\u67e5\u7b49\u7b49\uff0c\u4fdd\u8bc1\u6574\u4f53\u7684\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n\n\n\n<p>\u2461.&nbsp;\u5728\u670d\u52a1\u9636\u6bb5\uff1a\u4efb\u52a1\u5065\u5eb7\u5ea6\u5de1\u68c0\uff1a\u5982\u4efb\u52a1\u81ea\u8eab\u65e5\u5fd7\u91cf\u76d1\u63a7\u3001\u95f2\u7f6e\u4efb\u52a1\u63a2\u67e5\u3001\u662f\u5426\u591a\u6b21\u5f02\u5e38failover\u3001\u8d44\u6e90\u5408\u7406\u6027\u68c0\u67e5\u3001\u8d44\u6e90\u5229\u7528\u7387\u662f\u5426\u5145\u5206\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u2462.&nbsp;\u5728\u4e0b\u7ebf\u9636\u6bb5\uff1a\u63a8\u8fdb\u8d44\u6e90\u53ca\u65f6\u4e0b\u7ebf\u3001\u81ea\u52a8\u5316\u7684\u56de\u6536\u6cbb\u7406\u6548\u679c\uff0c\u4ee5\u53ca\u8f93\u51fa\u4e00\u4e9b\u7ea2\u9ed1\u699c\u7684\u673a\u5236\u3001\u8d28\u91cf\u5206\u673a\u5236\u6765\u63d0\u9ad8\u7528\u6237\u6cbb\u7406\u7684\u79ef\u6781\u6027\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/d38762262d9f2965114da739caf1b9d3_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2913\" \/><\/figure>\n\n\n\n<p>\u5728\u7cfb\u7edf\u529f\u80fd\u7684\u8bbe\u8ba1\u4e0a\uff0c\u6211\u4eec\u5e0c\u671b\u505a\u5230\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52a8\u5316\uff0c\u7cfb\u7edf\u8981\u5177\u5907\u8c03\u5ea6\u80fd\u529b\uff0c\u81ea\u52a8\u5316\u5de1\u68c0\u6240\u6709\u7684\u8d44\u6e90\uff0c\u53d1\u73b0\u4e0d\u5408\u7406\u7684\u8d44\u6e90\uff0c\u81ea\u52a8\u53d1\u9001\u7edf\u8ba1\u4e2d\u63a8\u8fdb\u7528\u6237\u8fdb\u884c\u6cbb\u7406\u52a8\u4f5c\uff0c\u56de\u6536\u6cbb\u7406\u6548\u679c\u3002<\/li>\n\n\n\n<li>\u667a\u80fd\u5316\uff0c\u901a\u8fc7\u7075\u6d3b\u7684\u89c4\u5219\u914d\u7f6e\u548c\u4f18\u5316\uff0c\u8ba9\u7cfb\u7edf\u968f\u7740\u8fed\u4ee3\u6210\u957f\uff0c\u667a\u80fd\u5316\u3001\u51c6\u786e\u5730\u53d1\u73b0\u4e0d\u5408\u7406\u7684\u8d44\u6e90\uff0c\u667a\u80fd\u5316\u5730\u4e3a\u7528\u6237\u63d0\u4f9b\u5f00\u53d1\u5efa\u8bae\uff0c\u9ad8\u6548\u5730\u5b8c\u6210\u5f00\u53d1\u5de5\u4f5c\u3002<\/li>\n\n\n\n<li>\u6613\u6269\u5c55\uff0c\u7cfb\u7edf\u8981\u5177\u5907\u7075\u6d3b\u6269\u5c55\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u652f\u6301\u591a\u79cd\u591a\u6837\u7684\u8d44\u6e90\u5bf9\u8c61\uff0c\u5404\u79cd\u5f62\u5f0f\u7684\u89c4\u5219\u914d\u7f6e\u4ee5\u53ca\u5404\u79cd\u5f62\u5f0f\u548c\u4efb\u610f\u7684\u4e09\u65b9\u7cfb\u7edf\u8fdb\u884c\u5bf9\u63a5\u3002<\/li>\n\n\n\n<li>\u53ef\u590d\u7528\uff1a\u9664\u4e86\u6570\u636e\u6cbb\u7406\u573a\u666f\u4ee5\u5916\uff0c\u6211\u4eec\u5e0c\u671b\u8fd9\u4e2a\u5e73\u53f0\u8fc1\u79fb\u5230\u5176\u5b83\u7684\u573a\u666f\uff0c\u591a\u6837\u7684\u8d44\u6e90\u6cbb\u7406\u573a\u666f\uff0c\u6bd4\u5982\u670d\u52a1\u6cbb\u7406\u3001Kafka topic\u6cbb\u7406\u3001\u673a\u5668\u8d44\u6e90\u6cbb\u7406\u7b49\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center\"><strong>03<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u6cbb\u7406\u5e73\u53f0\u7684\u5efa\u8bbe\u843d\u5730<\/strong><\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u4ecb\u7ecd\u6211\u4eec\u6cbb\u7406\u5e73\u53f0\u7684\u5efa\u8bbe\u548c\u843d\u5730\u5b9e\u8df5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/4213c1042a6e6bd6d89a9c4a2f10ecf4_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2914\" \/><\/figure>\n\n\n\n<p>\u5148\u6765\u4ecb\u7ecd\u5e73\u53f0\u51e0\u4e2a\u5927\u7684\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d44\u6e90\u5bf9\u8c61\uff1a\u6307\u6211\u4eec\u6cbb\u7406\u7684\u5bf9\u8c61\u6216\u8005\u76f8\u5173\u7684\u5bf9\u8c61\uff0c\u6bd4\u5982\u5e73\u53f0\u4efb\u52a1\u3001\u7528\u6237\u3001HIVE\u8868\u3001Kafak Topic\u7b49\u3002<\/li>\n\n\n\n<li>\u5143\u6570\u636e\uff1a\u8d44\u6e90\u5bf9\u8c61\u7684\u5c5e\u6027\u6570\u636e\uff0c\u6216\u8005\u8bf4\u662f\u7279\u5f81\u6570\u636e\uff0c\u6bd4\u5982\u4efb\u52a1\u7684\u4ee3\u7801\uff0c\u4efb\u52a1\u7684\u8d1f\u8d23\u4eba\u3001\u5931\u8d25\u7387\u3001\u7c7b\u578b\uff1b\u7528\u6237\u7684\u90e8\u95e8\u3001\u5728\u804c\u72b6\u6001\u7b49\u7b49\uff0c\u5728\u5143\u6570\u636e\u8fd9\u5757\u6211\u4eec\u9700\u8981\u505a\u5230\u4e30\u5bcc\u51c6\u786e\uff0c\u4fdd\u8bc1\u6570\u636e\u591f\u7528\u3001\u6570\u636e\u80fd\u7528\u3002<\/li>\n\n\n\n<li>\u89c4\u5219\uff1a\u8bfb\u53d6\u8d44\u6e90\u5bf9\u8c61\u7684\u5143\u6570\u636e\uff0c\u904d\u5386\u6240\u6709\u7684\u8d44\u6e90\u5bf9\u8c61\uff0c\u6839\u636e\u89c4\u5219\u53d1\u73b0\u95ee\u9898\u8d44\u6e90\uff0c\u7ed9\u51fa\u5f00\u53d1\u5efa\u8bae\uff0c\u89c4\u5219\u53ef\u4ee5\u662f\u7b80\u5355\u7684if else\u3001\u4e5f\u53ef\u4ee5\u662f\u590d\u6742\u7684\u7684\u6a21\u578b\uff0c\u5728\u89c4\u5219\u8fd9\u4e00\u90e8\u5206\u6211\u4eec\u5e0c\u671b\u505a\u5230\u662f\u5168\u9762\u3001\u667a\u80fd\u3001\u51c6\u786e\uff0c\u80fd\u591f\u5c3d\u91cf\u5168\u9762\u7684\u8003\u8651\u5404\u79cd\u573a\u666f\uff0c\u626b\u63cf\u51fa\u4e0d\u5408\u7406\u7684\u95ee\u9898\uff0c\u667a\u80fd\u7684\u7ed9\u51fa\u51c6\u786e\u7684\u5f00\u53d1\u548c\u6cbb\u7406\u5efa\u8bae\u3002<\/li>\n\n\n\n<li>\u6cbb\u7406\uff1a\u8ba2\u9605\u8bfb\u53d6\u89c4\u5219\u7684\u6267\u884c\u7ed3\u679c\uff0c\u548c\u4e09\u65b9\u7cfb\u7edf\u5bf9\u63a5\uff0c\u63a8\u8fdb\u7528\u6237\uff0c\u8d70\u6807\u51c6\u5316\u7684\u6cbb\u7406\u6d41\u7a0b\uff0c\u6267\u884c\u6cbb\u7406\u52a8\u4f5c\uff0c\u63a8\u52a8\u8d44\u6e90\u5bf9\u8c61\u95ee\u9898\u6536\u655b\uff0c\u5728\u8fd9\u4e00\u6b65\u6211\u4eec\u9700\u8981\u505a\u5230\u6709\u6548\u89e6\u8fbe\uff0c\u4fdd\u969c\u7528\u6237\u5728\u77e5\u6653\u95ee\u9898\u7684\u540c\u65f6\uff0c\u4e5f\u6709\u8db3\u591f\u7684\u52a8\u529b\u6765\u8fdb\u884c\u6cbb\u7406\u52a8\u4f5c\uff1b\u540c\u65f6\u4e5f\u9700\u8981\u63d0\u4f9b\u9ad8\u6548\u7684\u6cbb\u7406\u5e73\u53f0\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u9ad8\u6548\u51c6\u786e\u7684\u8fdb\u884c\u6cbb\u7406\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/2369f11359ddf31024afa09afc8ddc26_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2915\" \/><\/figure>\n\n\n\n<p>\u4e0a\u56fe\u662f\u5e73\u53f0\u7684\u6574\u4f53\u67b6\u6784\uff0c\u5176\u4e2d\u7d2b\u8272\u90e8\u5206\u90fd\u662f\u53ef\u4ee5\u6269\u5c55\u7684\uff0c\u5305\u542b\u5143\u6570\u636e\u6a21\u5757\u3001\u89c4\u5219\u6a21\u5757\u548c\u6cbb\u7406\u6a21\u7b49\u3002<\/p>\n\n\n\n<p>\u5143\u6570\u636e\u6a21\u5757\uff1a\u5305\u542b\u7279\u5f81\u63d2\u4ef6\u548c\u8fed\u4ee3\u63d2\u4ef6\u3002<\/p>\n\n\n\n<p>\u89c4\u6a21\u6a21\u5757\uff1a\u6c89\u6dc0\u89c4\u5219\uff0c\u53d1\u73b0\u6709\u95ee\u9898\u7684\u8d44\u6e90\u3002<\/p>\n\n\n\n<p>\u6cbb\u7406\u6a21\u5757\uff1a\u8d1f\u8d23\u548c\u4e09\u65b9\u7cfb\u7edf\u5bf9\u63a5\u4e0a\u62a5\u6570\u636e\uff0c\u56de\u6536\u6cbb\u7406\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u6574\u4e2a\u7cfb\u7edf\u7684\u903b\u8f91\u662f\u8fd9\u6837\u4e00\u4e2a\u6d41\u7a0b\uff1a\u4ece\u4e09\u65b9\u7cfb\u7edf\u8bfb\u53d6\u3001\u6c89\u6dc0\u8d44\u6e90\u5bf9\u8c61\u7684\u5143\u6570\u636e\uff1b\u89c4\u5219\u6a21\u5757\u5229\u7528\u8fd9\u4e9b\u5143\u6570\u636e\uff0c\u7ed9\u51fa\u6709\u95ee\u9898\u7684\u8d44\u6e90\u6570\u636e\u901a\u8fc7\u6cbb\u7406\u6a21\u5757\u4e0a\u62a5\u5230\u4e09\u65b9\u7cfb\u7edf\uff1b\u6216\u8005\u4e09\u65b9\u7cfb\u7edf\u901a\u8fc7API\u4e3b\u52a8\u8c03\u7528\u89c4\u5219\u6a21\u5757\u83b7\u53d6\u5f00\u53d1\u5efa\u8bae\uff1b\u6700\u540e\u7528\u6237\u5728\u4e09\u65b9\u7cfb\u7edf\u4e0a\u6267\u884c\u6cbb\u7406\u52a8\u4f5c\uff0c\u540c\u65f6\u628a\u6cbb\u7406\u7ed3\u679c\u6570\u636e\u56de\u6d41\u7ed9\u6cbb\u7406\u6a21\u5757\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u8be6\u7ec6\u4ecb\u7ecd\u6bcf\u4e2a\u6a21\u5757\u7684\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<p><strong>1.&nbsp;\u5143\u6570\u636e\u6a21\u5757<\/strong><\/p>\n\n\n\n<p>\u5143\u6570\u636e\u6a21\u5757\u5305\u542b\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\uff0c\u7b2c\u4e00\u4e2a\u90e8\u5206\u662f\u8d44\u6e90\u5bf9\u8c61\uff0c\u521a\u624d\u5df2\u7ecf\u4ecb\u7ecd\u8fc7\uff0c\u5c31\u662f\u6cbb\u7406\u7684\u5bf9\u8c61\u6216\u8005\u76f8\u5173\u5bf9\u8c61\uff0c\u6bd4\u5982\u4efb\u52a1\u3001\u8868\u7b49\uff0c\u662f\u8fd9\u4e9b\u5bf9\u8c61\u7684\u7279\u5f81\u5217\u8868\uff0c\u6bcf\u4e2a\u7279\u5f81\u5305\u542b\u540d\u5b57\u3001\u7c7b\u578b\u3001\u8bfb\u53d6\u65b9\u5f0f\u7b49\uff0c\u4e3b\u952e\u7279\u5f81\uff0c\u552f\u4e00\u5b9a\u4f4d\u8d44\u6e90\u5bf9\u8c61\u5b9e\u4f8b\u7684\u7279\u5f81\uff0c\u5982\u4efb\u52a1ID\u3001\u8868\u7684\u5e93\u8868\u540d\u7b49\u3001\u7528\u6237\u7684\u90ae\u7bb1\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/2a205af1ac1bd2ba78a68eed418c5119_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2916\" \/><\/figure>\n\n\n\n<p>\u5143\u6570\u636e\u6a21\u5757\u6709\u4e24\u5927\u7c7b\u7684\u53ef\u6269\u5c55\u7684\u63d2\u4ef6\uff0c\u8fed\u4ee3\u5668\u63d2\u4ef6\u548c\u7279\u5f81\u63d2\u4ef6\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fed\u4ee3\u5668\u63d2\u4ef6\uff1a\u7c7b\u4f3c\u4e8etable scan\uff0c\u904d\u5386\u6240\u6709\u7684\u8d44\u6e90\uff0c\u5728\u505a\u8d44\u6e90\u5de1\u68c0\u7684\u65f6\u5019\u901a\u8fc7\u8fed\u4ee3\u5668\u6765\u904d\u5386\u6240\u6709\u7684\u8d44\u6e90\u5bf9\u8c61\u3002<\/li>\n\n\n\n<li>\u7279\u5f81\u63d2\u4ef6\uff1a\u904d\u5386\u5230\u8d44\u6e90\u4ee5\u540e\uff0c\u8981\u901a\u8fc7\u7279\u5f81\u63d2\u6765\u8bfb\u53d6\u6240\u9700\u8981\u7684\u8d44\u6e90\u7684\u7279\u5f81\u6570\u636e\uff0c\u6211\u4eec\u7684\u7279\u5f81\u4e3b\u8981\u6709\u4e24\u79cd\u7c7b\u578b\uff0c\u4e3b\u952e\u7279\u5f81\u548c\u666e\u901a\u7279\u5f81\uff0c\u4e3b\u952e\u7279\u5f81\u552f\u4e00\u6807\u8bc6\u8d44\u6e90\u5bf9\u8c61\uff0c\u7c7b\u4f3c\u8868\u7684\u4e3b\u952e\uff0c\u8fed\u4ee3\u5668\u8fd4\u56de\u7684\u5c31\u662f\u8d44\u6e90\u7684\u4e3b\u952e\u7279\u5f81\u7684\u503c\uff0c\u666e\u901a\u7279\u5f81\u5c31\u662f\u8d44\u6e90\u5176\u5b83\u7684\u4e00\u4e9b\u7279\u5f81\u503c\uff0c\u5982\u8868\u7c7b\u578b\u3001\u5b58\u50a8\u5927\u5c0f\u3001\u4e0a\u4e0b\u6e38\u4efb\u52a1\u7b49\u7b49\uff0c\u6bcf\u4e2a\u7279\u5f81\u503c\u90fd\u6709\u81ea\u5df1\u7684\u6570\u636e\u7c7b\u578b\uff1b\u7279\u5f81\u7684\u8bfb\u53d6\u65b9\u5f0f\u6709\u4e24\u79cd\uff1a\u4e00\u4e2a\u662f\u4ed3\u5e93\u8bfb\u53d6\uff0c\u4e00\u4e2a\u662f\u63d2\u4ef6\u8bfb\u53d6\u3002\u4ed3\u5e93\u8bfb\u53d6\u4f1a\u628a\u7279\u5f81\u5148\u843d\u5230\u6211\u4eec\u81ea\u5df1\u6cbb\u7406\u5e73\u53f0\u7684KV\u91cc\uff0c\u7136\u540e\u4eceKV\u8bfb\u53d6\uff0c\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\u4f7f\u7528\u7684\u65f6\u5019\u4e0d\u4f1a\u5bf9\u4e09\u65b9\u7cfb\u7edf\u9020\u6210\u4efb\u4f55\u5f71\u54cd\u3002\u800c\u7b2c\u4e8c\u79cd\u65b9\u5f0f\u63d2\u4ef6\u8bfb\u53d6\u76f4\u63a5\u8c03\u7528\u4e09\u65b9\u5e73\u53f0\u63a5\u53e3\u6216\u8005\u76f4\u63a5\u8bfb\u53d6\u4e09\u65b9\u5e73\u53f0\u6570\u636e\u5e93\u62ff\u5230\u7279\u5f81\u6570\u636e\uff0c\u867d\u7136\u4f1a\u5bf9\u4e09\u65b9\u7cfb\u7edf\u9020\u6210\u4e00\u5b9a\u7684\u8c03\u7528\u91cf\uff0c\u4ea7\u751f\u4e00\u5b9a\u7684\u5f71\u54cd\uff0c\u4f46\u662f\u6570\u636e\u975e\u5e38\u5b9e\u65f6\u51c6\u786e\uff0c\u4e0d\u50cf\u4ed3\u5e93\u8bfb\u53d6\u53ef\u80fd\u4f1a\u6709\u4e00\u5b9a\u5ef6\u8fdf\u3002\u4e24\u79cd\u8bfb\u53d6\u65b9\u5f0f\u4f1a\u6709\u4e0d\u540c\u7684\u4f7f\u7528\u573a\u666f\uff0c\u63a5\u4e0b\u6765\u4f1a\u6709\u4ecb\u7ecd\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>2.&nbsp;\u89c4\u5219\u6a21\u5757<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/26308ec60f6f5f5fdc0a8b4a43804f42_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2917\" \/><\/figure>\n\n\n\n<p>\u89c4\u5219\u6a21\u5757\u904d\u5386\u6240\u6709\u8d44\u6e90\uff0c\u53d1\u73b0\u6709\u95ee\u9898\u7684\u8d44\u6e90\u3002\u6216\u8005\u88ab\u4e3b\u52a8\u8c03\u7528\u901a\u8fc7\u89c4\u5219\u5339\u914d\uff0c\u8fd4\u56de\u4e0d\u540c\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u89c4\u5219\u6a21\u5757\u5305\u542b\u4ee5\u4e0b\u5c5e\u6027\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fed\u4ee3\u5668\uff0c\u5728\u5de1\u68c0\u6a21\u5f0f\u4e0b\uff0c\u5de1\u68c0\u8d44\u6e90\u65f6\uff0c\u4f7f\u7528\u54ea\u4e2a\u8d44\u6e90\u8fed\u4ee3\u5668\u904d\u5386\u8d44\u6e90\u5bf9\u8c61\uff0c\u8fdb\u884c\u89c4\u5219\u8fc7\u6ee4\uff1b<\/li>\n\n\n\n<li>\u8d44\u6e90\u5bf9\u8c61\uff0c\u89c4\u5219\u6cbb\u7406\u7684\u8d44\u6e90\u5bf9\u8c61\u662f\u4ec0\u4e48\uff1b<\/li>\n\n\n\n<li>\u8c03\u5ea6\u7b56\u7565\uff0c\u5728\u5de1\u68c0\u6a21\u5f0f\u4e0b\uff0c\u4ee5\u600e\u6837\u7684\u9891\u7387\uff0c\u4ec0\u4e48\u65f6\u5019\u8fdb\u884c\u5de1\u68c0\u64cd\u4f5c\uff1b<\/li>\n\n\n\n<li>\u6cbb\u7406\u6a21\u5757\uff0c\u89c4\u5219\u7684\u7ed3\u679c\u9700\u8981\u4e0a\u62a5\u7ed9\u54ea\u4e9b\u6cbb\u7406\u89c4\u6a21\uff1b<\/li>\n\n\n\n<li>\u89e6\u8fbe\u7528\u6237\uff0c\u5982\u679c\u89c4\u5219\u547d\u4e2d\uff0c\u9700\u8981\u901a\u77e5\u54ea\u4e9b\u7528\u6237\uff0c\u8fd9\u4e2a\u7528\u6237\u53ef\u4ee5\u662f\u8d44\u6e90\u7684\u67d0\u4e00\u4e2a\u7279\u5f81\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u56fa\u5b9a\u7684\u7528\u6237\u6216\u8005\u7528\u6237\u7ec4\uff1b<\/li>\n\n\n\n<li>\u6267\u884c\u65b9\u5f0f\uff1a\u5de1\u68c0\u6a21\u5f0f\uff1a\u5b9a\u65f6\u8c03\u7528\uff0c\u53d1\u73b0\u6709\u95ee\u9898\u7684\u4efb\u52a1\u548c\u8d44\u6e90\uff1b\u4e3b\u52a8\u8c03\u7528\uff1a\u88ab\u4e3b\u52a8\u8c03\u7528\u7528\u6765\u8f85\u52a9\u5f00\u53d1\uff0c\u6216\u8005\u505a\u4e00\u4e9b\u6d41\u7a0b\u5361\u70b9\u7684\u52a8\u4f5c\u3002<\/li>\n\n\n\n<li>\u7279\u5f81\u8bfb\u53d6\u7b56\u7565\uff0c\u5728\u6267\u884c\u89c4\u5219\u65f6\uff0c\u4f18\u5148\u4ee5\u90a3\u79cd\u65b9\u5f0f\u8bfb\u53d6\u7279\u5f81\uff0c\u662f\u4ed3\u5e93\u8bfb\u53d6\u8fd8\u662f\u901a\u8fc7\u63d2\u4ef6\u8bfb\u53d6\uff0c\u5728\u6211\u4eec\u7684\u8bbe\u8ba1\u4e2d\uff0c\u4e00\u4e2a\u7279\u5f81\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u901a\u8fc7\u4ed3\u5e93\u8bfb\u53d6\u8fd8\u662f\u63d2\u4ef6\u8bfb\u53d6\uff0c\u5728\u5de1\u68c0\u6a21\u5f0f\u4e0b\uff0c\u9700\u8981\u904d\u5386\u6240\u6709\u7684\u5bf9\u8c61\uff0c\u8fd9\u79cd\u65b9\u5f0f\u4e00\u822c\u5bf9\u7279\u5f81\u7684\u5b9e\u65f6\u6027\u8981\u6c42\u4e0d\u9ad8\uff08\u5982\u95f2\u7f6e\u8868\u4e0b\u7ebf\uff09\uff0c\u4f46\u662f\u8c03\u7528\u91cf\u5927\uff0c\u4e3a\u4e86\u4e0d\u5bf9\u4e09\u65b9\u7cfb\u7edf\u9020\u6210\u538b\u529b\uff0c\u6bd4\u8f83\u9002\u5408\u4f7f\u7528\u4ed3\u5e93\u4f18\u5148\u7684\u65b9\u5f0f\u8bfb\u53d6\uff0c\u4fdd\u969c\u4e09\u65b9\u7cfb\u7edf\u7684\u7a33\u5b9a\uff1b\u5728\u4e3b\u52a8\u8c03\u7528\u6a21\u5f0f\u4e0b\uff0c\u8fd9\u79cd\u5f80\u5f80\u662f\u505a\u4e9b\u5f00\u53d1\u8f85\u52a9\u7684\u5de5\u4f5c\uff0c\u5982\u4e0a\u7ebf\u6821\u9a8c\u5361\u70b9\u3001\u8d44\u6e90\u914d\u7f6e\u63a8\u8350\u3001\u4efb\u52a1\u95ee\u9898\u8bca\u65ad\u7b49\u3002\u5f80\u5f80\u6267\u884c\u5355\u4e2a\u8d44\u6e90\uff0c\u8c03\u7528\u91cf\u5c0f\uff0c\u4f46\u662f\u6570\u636e\u7279\u5f81\u5fc5\u987b\u662f\u6700\u65b0\u7684\uff0c\u8fd9\u79cdCase\u4e0b\u5c31\u5fc5\u987b\u4f7f\u7528\u63d2\u4ef6\u4f18\u5148\u7684\u65b9\u5f0f\u64cd\u4f5c\uff0c\u83b7\u53d6\u5b9e\u65f6\u51c6\u786e\u7684\u6570\u636e\u3002\u5728\u89c4\u5219\u914d\u7f6e\u4e0a\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5bf9\u63a5\u53e3\u7684\u4e8c\u6b21\u5c01\u88c5\u6765\u652f\u6301\u5404\u79cd\u5f62\u5f0f\u7684\u89c4\u5219\u914d\u7f6e\uff0c\u6700\u57fa\u7840\u7684\u662f\u901a\u8fc7JAR\u5305\u65b9\u5f0f\uff0c\u7ee7\u627f\u5de6\u8fb9\u63a5\u53e3\u6765\u6269\u5c55\uff0c\u7ecf\u8fc7\u5c01\u88c5\uff0c \u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Python\u811a\u672c\u3001\u53ef\u89c6\u5316\u7684\u65b9\u5f0f\u6765\u6269\u5c55\u89c4\u5219\uff0c\u964d\u4f4e\u89c4\u5219\u914d\u7f6e\u7684\u95e8\u69db\uff0c\u4e0a\u9762\u7684\u4ee3\u7801\u4e3a\u89c4\u5219\u63d2\u4ef6\u6700\u4e0a\u5c42\u7684\u63a5\u53e3\u65b9\u6cd5\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>3.&nbsp;\u6cbb\u7406\u6a21\u5757<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/21d1237ba5fc2f14b89a3c30a1fa2fec_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2918\" \/><\/figure>\n\n\n\n<p>\u6cbb\u7406\u6a21\u5757\u4e3b\u8981\u8d1f\u8d23\u8ba2\u9605\u89c4\u5219\u6a21\u5757\u7684\u7ed3\u679c\u6570\u636e\uff0c\u4e0a\u62a5\u5230\u4e09\u65b9\u7cfb\u7edf\uff0c\u4ee5\u53ca\u56de\u6536\u4e09\u65b9\u7cfb\u7edf\u7684\u6cbb\u7406\u7684\u6548\u679c\u6570\u636e\uff0c\u5b83\u662f\u6cbb\u7406\u5e73\u53f0\u548c\u4e09\u65b9\u7cfb\u7edf\u4e4b\u95f4\u7684\u4e00\u4e2a\u6865\u6881\u3002\u6bd4\u5982\u6211\u4eec\u9700\u8981\u505a\u4e00\u4e2a\u95f2\u7f6e\u8868\u6cbb\u7406\u7684\u5de5\u5177\uff0c\u5728\u6211\u4eec\u7684\u6570\u636e\u5f00\u53d1\u5e73\u53f0\u4e0a\u63d0\u4f9b\u4e00\u4e2a\u95f2\u7f6e\u8868\u6cbb\u7406\u9875\u9762\uff0c\u90a3\u4e48\u95f2\u7f6e\u8868\u6cbb\u7406\u9875\u9762\u7684\u540e\u53f0\uff0c\u5c31\u9700\u8981\u901a\u8fc7\u6cbb\u7406\u6a21\u5757\u548c\u6cbb\u7406\u5e73\u53f0\u8fdb\u884c\u8054\u52a8\uff0c\u63a5\u6536\u6cbb\u7406\u89c4\u5219\u5de1\u68c0\u626b\u63cf\u51fa\u6765\u7684\u7684\u6570\u636e\uff0c\u7136\u540e\u5c55\u793a\u5230\u6cbb\u7406\u9875\u9762\u4e0a\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u6cbb\u7406\u9875\u9762\uff0c\u5feb\u901f\u5730\u770b\u5230\u6709\u95ee\u9898\u7684\u8d44\u6e90\u6570\u636e\uff0c\u540c\u65f6\u901a\u8fc7\u8fd9\u4e2a\u9875\u9762\u8fdb\u884c\u9ad8\u6548\u7684\u6cbb\u7406\u64cd\u4f5c\uff1b\u5728\u4e09\u65b9\u7cfb\u7edf\u5b8c\u6210\u6cbb\u7406\u52a8\u4f5c\u4ee5\u540e\uff0c\u540c\u65f6\u8fd8\u9700\u8981\u6267\u884c\u56de\u8c03\uff0c\u628a\u6cbb\u7406\u7ed3\u679c\u8fd4\u56de\u7ed9\u6cbb\u7406\u6a21\u5757\uff0c\u56de\u6536\u6cbb\u7406\u6548\u679c\uff0c\u5f62\u6210\u6570\u636e\u95ed\u73af\u3002\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6cbb\u7406\u6a21\u5757\u63d2\u4ef6\u7684\u6269\u5c55\u63a5\u53e3\u5f88\u7b80\u5355\uff0c\u53ea\u6709\u4e00\u4e2areport\u65b9\u6cd5\uff0c\u628a\u89c4\u5219\u7684\u626b\u63cf\u7ed3\u679c\u4e0a\u62a5\u7ed9\u4e09\u65b9\u5e73\u53f0\u3002\u5176\u4e2d\u7b2c\u4e00\u4e2a\u53c2\u6570\u662f\u62ff\u53d6\u4efb\u4f55\u8d44\u6e90\u5bf9\u8c61\u7279\u5f81\u7684service\uff1b\u7b2c\u4e8c\u662f\u9ed8\u8ba4\u5c55\u793a\u7684\u7279\u5f81\u5217\u8868\uff0c\u9700\u8981\u54ea\u4e9b\u7279\u5f81\u4f1a\u901a\u8fc7dispalyFeathers\u4f20\u8fdb\u6765\uff0c\u7136\u540e\u518d\u4e0a\u62a5\u51fa\u53bb\uff1b\u63a5\u4e0b\u6765\u662fruntimeContext\u8fd0\u884c\u73af\u5883\u3001resourceKey\u8d44\u6e90\u4e3b\u952e\u3001\u4ee5\u53ca\u89c4\u5219\u7684\u6267\u884c\u7ed3\u679c\uff1b\u6700\u540e\u9700\u8981\u89e6\u8fbe\u7684\u7528\u6237\u5217\u8868\u6570\u636e\u3002<\/p>\n\n\n\n<p><strong>4.&nbsp;\u843d\u5730\u5b9e\u8df5<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/d9bb80f88ae21c49b7a54966243da846_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2919\" \/><\/figure>\n\n\n\n<p>\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u843d\u5730\u7684\u5305\u62ec\u4efb\u52a1\u7684\u8fde\u7eed\u5931\u8d25\u4e0b\u7ebf\u3001\u4efb\u52a1\u7684\u62a5\u8b66\u9891\u7e41\u4e0d\u5904\u7406\u3001\u4efb\u52a1\u65e0\u6548\u5f52\u5c5e\uff0c\u8d1f\u8d23\u4eba\u5df2\u7ecf\u8f6c\u5c97\u6216\u8005\u79bb\u804c\u3001\u4efb\u52a1\u91cd\u8bd5\u7387\u9ad8\uff0c\u6570\u4ed3\u95f2\u7f6e\u8868\u6cbb\u7406\u3001\u6570\u4ed3\u6e38\u79bb\u8868\u6cbb\u7406\u3001\u6570\u4ed3\u8868\u4e1a\u52a1\u7ebf\u6ca1\u6709\u5f52\u5c5e\u7b49\u7b49\u89c4\u5219\uff0c\u8fd9\u4e9b\u89c4\u5219\u7ed3\u679c\u4f1a\u901a\u8fc7\u5f00\u53d1\u5e73\u53f0\u4e0a\u6cbb\u7406\u9875\u9762\u900f\u51fa\uff0c\u901a\u8fc7\u7f51\u6613\u5185\u90e8POPO\u804a\u5929\u5de5\u5177\u53d1\u8d77\u901a\u77e5\uff0c\u5e76\u901a\u8fc7\u548c\u8d28\u91cf\u5206\u5bf9\u63a5\u6765\u63a8\u8fdb\u7528\u6237\u53ca\u65f6\u64cd\u4f5c\u6cbb\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/e4f3090332e52cf63cd956769d07cab7_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2920\" \/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u6211\u4eec\u901a\u8fc7\u6570\u4ed3\u95f2\u7f6e\u8868\u6cbb\u7406\u8fd9\u4e2a\u975e\u5e38\u5178\u578b\u7684\u573a\u666f\u6765\u8bb2\u4e00\u4e0b\u6211\u4eec\u662f\u5982\u4f55\u4f7f\u7528\u8fd9\u4e2a\u5e73\u53f0\u8fdb\u884c\u6cbb\u7406\u5de5\u4f5c\u7684\u3002<\/p>\n\n\n\n<p>\u95f2\u7f6e\u8868\u6cbb\u7406\u7684\u76ee\u6807\u662f\u5e0c\u671b\u4e0d\u518d\u4f7f\u7528\u7684\u8868\u80fd\u591f\u53ca\u65f6\u4e0b\u7ebf\uff0c\u51cf\u5c11\u5b58\u50a8\u6210\u672c\uff0c\u540c\u65f6\u964d\u4f4eHDFS\u4ee5\u53caHiveMetaStore\u7684\u538b\u529b\uff0c\u843d\u5730\u95f2\u7f6e\u8868\u6cbb\u7406\u5305\u542b\u4ee5\u4e0b\u51e0\u5757\u5de5\u4f5c\uff1a<\/p>\n\n\n\n<ul 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src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/65cd84468dcf70957f3f63b488a38ec7_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2921\" \/><\/figure>\n\n\n\n<p>\u9996\u5148\u662f\u5143\u6570\u636e\u6536\u96c6\u90e8\u5206\uff0c\u5728Hive\u95f2\u7f6e\u8868\u6cbb\u7406\u573a\u666f\uff0c\u6211\u4eec\u9700\u8981\u6536\u96c6\u7684\u5143\u6570\u636e\u4e3b\u8981\u5305\u542b\u4e09\u7c7b\uff1a<\/p>\n\n\n\n<ul 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/41d1e850af22885bee1f93fc6aac9232_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2922\" \/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u662f\u89c4\u5219\u914d\u7f6e\uff1a<\/p>\n\n\n\n<p>\u6709\u4e86\u4e30\u5bcc\u7684\u5143\u6570\u636e\uff0c\u6211\u4eec\u9700\u8981\u8003\u8651\u7684\u5c31\u662f\u914d\u7f6e\u6b63\u786e\u7684\u89c4\u5219\u6765\u53d1\u73b0\u65e0\u7528\u7684\u95f2\u7f6e\u8868\uff0c\u5728\u8fd9\u91cc\u6211\u4eec\u5e73\u53f0\u652f\u6301\u901a\u8fc7Python\u811a\u672c\u6765\u914d\u7f6e\u89c4\u5219\uff0c\u8fd9\u91cc\u6211\u4eec\u4e3b\u8981\u8003\u8651\u51e0\u70b9\uff1a<\/p>\n\n\n\n<ul 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/ef8cd5363c5160985c2ba399d370623d_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2923\" 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class=\"wp-block-list\">\n<li>\u63d0\u4f9b\u9ad8\u6548\u7684\u6cbb\u7406\u64cd\u4f5c\uff0c\u6bd4\u5982\u5728\u95f2\u7f6e\u8868\u6cbb\u7406\u8fd9\u4e2a\u573a\u666f\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u952e\u4e0b\u7ebf\u3001\u6279\u91cf\u4e0b\u7ebf\u7b49\u652f\u6301\uff0c\u540c\u65f6\u8fd8\u652f\u6301\u540c\u65f6\u4e0b\u7ebf\u8868\u76f8\u5173\u7684\u751f\u4ea7\u4efb\u52a1\uff0c\u4fdd\u969c\u7528\u6237\u9ad8\u6548\u5730\u4e00\u7ad9\u5f0f\u5b8c\u6210\u4e0b\u7ebf\u64cd\u4f5c\uff1b<\/li>\n\n\n\n<li>\u900f\u660e\u7684\u5224\u5b9a\u6570\u636e\uff0c\u5728\u5e73\u53f0\u4e0a\u9700\u8981\u8ba9\u7528\u6237\u6e05\u695a\u8868\u4e3a\u4ec0\u4e48\u88ab\u5224\u5b9a\u4e3a\u95f2\u7f6e\u8868\uff0c\u540c\u65f6\u900f\u51fa\u76f8\u5173\u7684\u6570\u636e\uff0c\u7ed9\u51fa\u5224\u65ad\u4f9d\u636e\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u770b\u5230\u8db3\u591f\u7684\u4fe1\u606f\uff0c\u518d\u505a\u4e00\u6b21\u4eba\u5de5check\u6821\u9a8c\uff1b<\/li>\n\n\n\n<li>\u81ea\u52a8\u7684\u6548\u679c\u56de\u6536\uff0c\u5728\u7528\u6237\u64cd\u4f5c\u5b8c\u4e0b\u7ebf\u4ee5\u540e\u6211\u4eec\u9700\u8981\u81ea\u52a8\u56de\u6536\u4e0b\u7ebf\u6570\u636e\uff0c\u5305\u542b\u4e0b\u7ebf\u7684\u8bb0\u5f55\uff08\u8868\u548c\u4efb\u52a1\uff09\u3001\u8282\u7701\u7684\u5b58\u50a8\u3001\u8ba1\u7b97\u8d44\u6e90\u3001\u4ee5\u53ca\u76f8\u5e94\u7684\u6210\u672c\uff1b<\/li>\n\n\n\n<li>\u515c\u5e95\u7684\u56de\u6eda\u7b56\u7565\uff0c\u5f53\u5e73\u53f0\u4ea7\u751f\u8bef\u5224\uff0c\u7528\u6237\u4e0b\u7ebf\u4e86\u4e0d\u5e94\u8be5\u4e0b\u7ebf\u7684\u6570\u636e\u65f6\uff0c\u5e73\u53f0\u9700\u8981\u63d0\u4f9b\u5feb\u901f\u9ad8\u6548\u7684\u56de\u6eda\u80fd\u529b\uff0c\u4fdd\u969c\u6570\u636e\u80fd\u591f\u5feb\u901f\u6062\u590d\uff0c\u6b62\u635f\uff1b<\/li>\n\n\n\n<li>\u6700\u540e\u4e00\u4e2a\u662f\u6709\u6548\u7684\u53cd\u9988\u673a\u5236\uff0c\u5f53\u5e73\u53f0\u53d1\u751f\u8bef\u5224\u65f6\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5e73\u53f0\u76f4\u63a5\u53cd\u9988\uff0c\u5e2e\u52a9\u5e73\u53f0\u4e0d\u65ad\u5730\u4f18\u5316\u89c4\u5219\uff0c\u53ca\u65f6\u53d1\u73b0\u5e73\u53f0\u95ee\u9898\uff0c\u63d0\u5347\u540e\u7eed\u89c4\u5219\u5224\u65ad\u7684\u51c6\u786e\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/461b9356713376a90d2026a45a978e24_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2924\" \/><\/figure>\n\n\n\n<p>\u6700\u540e\u4e00\u6b65\u662f\u63a8\u8fdb\u6cbb\u7406\uff0c\u5bf9\u4e8e\u6211\u4eec\u8fd9\u4e9b\u505a\u6280\u672f\u7684\u540c\u5b66\u6765\u8bf4\u662f\u6700\u96be\u7684\u3002\u6211\u4eec\u9762\u5bf9\u7684\u51e0\u767e\u4e2a\u7528\u6237\uff0c\u6bcf\u4e2a\u7528\u6237\u7684\u4e1a\u52a1\u76ee\u6807\u90fd\u662f\u4e0d\u540c\u7684\uff0c\u6bcf\u4e2a\u7528\u6237\u5bf9\u4e8e\u6cbb\u7406\u64cd\u4f5c\u7684\u79ef\u6781\u6027\u4e5f\u662f\u4e0d\u540c\u7684\u3002\u6240\u4ee5\u8fd9\u91cc\u6211\u4eec\u9700\u8981\u505a\u7684\u5173\u952e\u70b9\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6709\u6548\u89e6\u8fbe\uff1a\u627e\u5230\u5bf9\u7684\u7528\u6237\uff0c\u8ba9\u7528\u6237\u77e5\u9053\u6709\u4e9b\u8d44\u6e90\u9700\u8981\u6cbb\u7406\uff0c\u4e3a\u4ec0\u4e48\u9700\u8981\u6cbb\u7406\uff0c\u4e0d\u6cbb\u7406\u4f1a\u6709\u54ea\u4e9b\u5f71\u54cd\u7b49\uff0c\u8fd9\u4e00\u70b9\u76f8\u5bf9\u7b80\u5355\uff0c\u6211\u4eec\u901a\u8fc7\u516c\u53f8\u5185\u90e8\u7684IM\u5de5\u5177\u6bcf\u5929\u53d1\u9001\u76f8\u5173\u62a5\u8868\uff0c\u81ea\u52a8\u53d1\u9001\u53d1\u95f2\u7f6e\u8868\u7684\u60c5\u51b5\uff0c\u544a\u8bc9\u4ed6\u95f2\u7f6e\u8868\u6709\u591a\u5c11\u5f20\u8981\u6cbb\u7406\uff0c\u591a\u5c11\u6210\u672c\uff1b\u8fd8\u4f1a\u540c\u65f6\u53d1\u7ed9\u56e2\u961fleader\uff0c\u544a\u8bc9\u4ed6\u56e2\u961f\u7684\u95f2\u7f6e\u8868\u7684\u6c47\u603b\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u5bf9\u9f50\u76ee\u6807\uff0c\u8ba9\u7528\u6237\u6709\u52a8\u529b\u3001\u6709\u79ef\u6781\u6027\u53bb\u505a\u6cbb\u7406\u64cd\u4f5c\uff0c\u8fd9\u4e00\u70b9\u5f80\u5f80\u662f\u6bd4\u8f83\u96be\u7684\uff0c\u76ee\u524d\u4e3b\u8981\u6709\u4ee5\u4e0b\u51e0\u4e2a\u624b\u6bb5\uff1a<\/li>\n\n\n\n<li>\u6574\u5408\u5f00\u53d1\u7684\u8d28\u91cf\u5206\uff0c\u628a\u8d44\u6e90\u4f7f\u7528\u4e0d\u5408\u7406\u3001\u5f00\u53d1\u8d28\u91cf\u4e0d\u5408\u7406\u7b49\u6574\u5408\u8fdb\u4e91\u97f3\u4e50\u5185\u90e8skynet\u7684\u8d28\u91cf\u5206\uff0c\u8fd9\u4e2a\u8d28\u91cf\u5206\u76f8\u5f53\u4e8e\u662f\u4e00\u4e2a\u8bc4\u6bd4\uff0c\u6bcf\u4e2a\u56e2\u961f\u6709\u4e00\u4e2a\u5408\u683c\u5206\uff0c\u901a\u8fc7\u4e0a\u5c42\u5bf9\u4e0b\u5c42\u7684\u5236\u5ea6\u7ea6\u675f\u53bb\u63a8\u8fdb\u76f8\u5173\u5f00\u53d1\u7684\u6cbb\u7406\u79ef\u6781\u6027\uff0c\u4e3b\u52a8\u8fdb\u884c\u6cbb\u7406\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li>\u7b2c\u4e8c\u4e2a\u5c31\u662f\u7ea2\u9ed1\u699c\uff0c\u901a\u8fc7\u699c\u5355\u8bf4\u660e\u8c01\u505a\u7684\u597d\u8c01\u505a\u7684\u4e0d\u597d\uff0c\u901a\u8fc7\u8fd9\u79cd\u901a\u6652\u8bc4\u6bd4\u7684\u65b9\u5f0f\u6765\u63d0\u5347\u3002<\/li>\n\n\n\n<li>\u6700\u540e\u4e00\u4e2a\u6740\u624b\u950f\u662f\u5173\u8054\u6cbb\u7406\u6548\u679c\u548c\u5e73\u53f0\u4f7f\u7528\u6743\u9650\uff0c\u5982\u679c\u6574\u4f53\u8d44\u6e90\u7684\u5065\u5eb7\u6307\u6807\u8fbe\u4e0d\u5230\u5408\u683c\u7684\u6807\u51c6\uff0c\u5e73\u53f0\u76f4\u63a5\u7981\u6b62\u4e00\u4e9b\u64cd\u4f5c\u6743\u9650\uff0c\u5982\u65b0\u4efb\u52a1\u3001\u65b0\u8868\u521b\u5efa\u3001\u9650\u5236\u81ea\u4e3b\u5206\u6790\u67e5\u8be2\u8d44\u6e90\u7b49\u3002\u4f8b\u5982\u5982\u679c\u67d0\u4e2a\u7528\u6237\u7684\u95f2\u7f6e\u8868\u6cbb\u7406\u60c5\u51b5\u4e0d\u5408\u683c\uff0c\u63d0\u524d\u4e00\u5468\u5f00\u59cb\u9884\u8b66\uff0c\u5982\u679c\u957f\u671f\u4e0d\u6cbb\u7406\u5c31\u7981\u6b62\u5176\u521b\u5efa\u65b0\u7684\u4efb\u52a1\uff0c\u751a\u81f3\u76f4\u63a5\u7981\u6b62\u76f8\u5173\u7528\u6237\u6240\u5728\u56e2\u961f\u7684\u4f7f\u7528\u6743\u9650\u3002\u8fd9\u6837\u7528\u6237\u81ea\u7136\u800c\u7136\u5c31\u4f1a\u6709\u52a8\u529b\u505a\u8fd9\u4e2a\u4e8b\u60c5\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/818fbc8713a2021ce4de83cae6c2058f_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2925\" 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class=\"has-text-align-center\"><strong>04<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\"><strong>\u6cbb\u7406\u5e73\u53f0\u7684\u672a\u6765\u89c4\u5212<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"607\" src=\"http:\/\/www.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/10\/e8303c9156c9e35761ed3599fc3b6dfe_640_wx_fmtjpegwxfrom5wx_lazy1wx_co1.jpg\" alt=\"\" class=\"wp-image-2926\" \/><\/figure>\n\n\n\n<p>\u6700\u540e\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u6211\u4eec\u7684\u672a\u6765\u89c4\u5212\uff1a<\/p>\n\n\n\n<ul 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