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data-id=\"p838747a-SSkwN5WC\">\u8fd9\u5c31\u662f\u4e8b\u4ef6\u6d41\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9\u3002\u50cfApache Kafka\u8fd9\u6837\u7684\u5e73\u53f0\u652f\u6301\u5b9e\u65f6\u5904\u7406\u4e8b\u52a1\u548c\u5206\u6790\u5de5\u4f5c\u8d1f\u8f7d\u7684\u52a8\u6001\u6570\u636e\u3002<\/p>\n<p data-id=\"p838747a-e5QVqMe2\">\u5728\u73b0\u4ee3\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u4e2d\u4e0d\u9700\u8981\u53cd\u5411ETL!\u5b83\u201c\u5185\u7f6e\u201d\u5230\u5f00\u7bb1\u5373\u7528\u7684\u67b6\u6784\u4e2d\u3002\u5982\u679c\u9002\u5f53\u4e14\u6280\u672f\u4e0a\u53ef\u884c\uff0c\u6bcf\u4e2a\u4f7f\u7528\u8005\u76f4\u63a5\u5b9e\u65f6\u4f7f\u7528\u6570\u636e\u3002\u6570\u636e\u4ed3\u5e93\u6216\u6570\u636e\u6e56\u4ecd\u7136\u4ee5\u63a5\u8fd1\u5b9e\u65f6\u6216\u6279\u91cf\u7684\u901f\u5ea6\u5904\u7406\u6570\u636e\u3002<\/p>\n<p data-id=\"p838747a-OnP7Zp8M\">\u540c\u6837\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4e0d\u5e94\u8be5\u5c06\u6570\u636e\u653e\u5728\u6570\u636e\u4ed3\u5e93\u6216\u6570\u636e\u6e56\u4e2d\u3002\u4f46\u53ea\u6709\u5728\u4ee5\u540e\u9700\u8981\u5206\u6790\u6570\u636e\u65f6\u624d\u8fd9\u6837\u505a\u3002\u9759\u6001\u6570\u636e\u5b58\u50a8\u4e0d\u9002\u5408\u5b9e\u65f6\u5de5\u4f5c\u3002<\/p>\n<h4 id=\"hce1b53f-V21tOWV5\" data-id=\"hce1b53f-KBlG0wZs\">\u6559\u8bad3\uff1a\u4e0d\u9700\u8981Lambda\u67b6\u6784\u6765\u5206\u79bb\u6279\u5904\u7406\u548c\u5b9e\u65f6\u5de5\u4f5c\u8d1f\u8f7d<\/h4>\n<p data-id=\"p838747a-61VzqGMp\">\u95ee\u95ee\u81ea\u5df1\uff1a\u7528\u6700\u559c\u6b22\u7684\u6570\u636e\u5206\u6790\u6280\u672f\u6d88\u8d39\u548c\u5904\u7406\u4f20\u5165\u6570\u636e\u7684\u6700\u7b80\u5355\u65b9\u6cd5\u662f\u4ec0\u4e48?<\/p>\n<h4 id=\"hce1b53f-OcC4uvPl\" data-id=\"hce1b53f-fkLZqTe6\">(1)\u5b9e\u65f6\u6570\u636e\u80dc\u8fc7\u6162\u6570\u636e\uff0c\u4f46\u5e76\u4e0d\u603b\u662f\u5982\u6b64<\/h4>\n<p data-id=\"p838747a-UhWXLW7v\">\u8003\u8651\u6240\u5728\u7684\u884c\u4e1a\u3001\u4e1a\u52a1\u5355\u4f4d\u3001\u89e3\u51b3\u7684\u95ee\u9898\u4ee5\u53ca\u6784\u5efa\u7684\u521b\u65b0\u5e94\u7528\u7a0b\u5e8f\u3002\u5b9e\u65f6\u6570\u636e\u80dc\u8fc7\u6162\u6570\u636e\u3002\u8fd9\u79cd\u8bf4\u6cd5\u51e0\u4e4e\u603b\u662f\u6b63\u786e\u7684\u3002\u6216\u8005\u589e\u52a0\u6536\u5165\uff0c\u964d\u4f4e\u6210\u672c\uff0c\u964d\u4f4e\u98ce\u9669\uff0c\u6216\u8005\u6539\u5584\u5ba2\u6237\u4f53\u9a8c\u3002<\/p>\n<p data-id=\"p838747a-s4ue1UYB\">\u9759\u6001\u6570\u636e\u610f\u5473\u7740\u5c06\u6570\u636e\u5b58\u50a8\u5728\u6570\u636e\u5e93\u3001\u6570\u636e\u4ed3\u5e93\u6216\u6570\u636e\u6e56\u4e2d\u3002\u8fd9\u6837\uff0c\u5373\u4f7f\u5b9e\u65f6\u6d41\u7ec4\u4ef6(\u5982Kafka)\u63a5\u6536\u6570\u636e\uff0c\u6570\u636e\u5728\u8bb8\u591a\u7528\u4f8b\u4e2d\u5904\u7406\u5f97\u592a\u665a\u3002\u6570\u636e\u5904\u7406\u4ecd\u7136\u662f\u4e00\u4e2aWeb\u670d\u52a1\u8c03\u7528\u3001SQL\u67e5\u8be2\u6216map-reduce\u6279\u5904\u7406\u8fc7\u7a0b\uff0c\u65e0\u6cd5\u4e3a\u95ee\u9898\u63d0\u4f9b\u7ed3\u679c\u3002<\/p>\n<p data-id=\"p838747a-VewjA9fx\">\u9759\u6b62\u7684\u6570\u636e\u5e76\u4e0d\u662f\u4e00\u4ef6\u574f\u4e8b\u3002\u6709\u51e0\u4e2a\u7528\u4f8b\u90fd\u53ef\u4ee5\u5f88\u597d\u5730\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u4f8b\u5982\u62a5\u544a(\u4e1a\u52a1\u667a\u80fd)\u3001\u5206\u6790(\u6279\u5904\u7406)\u548c\u6a21\u578b\u8bad\u7ec3(\u673a\u5668\u5b66\u4e60) \u3002\u4f46\u5728\u51e0\u4e4e\u6240\u6709\u5176\u4ed6\u7528\u4f8b\u4e2d\uff0c\u5b9e\u65f6\u6027\u80fd\u4f18\u4e8e\u6279\u5904\u7406\u3002<\/p>\n<h4 id=\"hce1b53f-PM0EyPSz\" data-id=\"hce1b53f-tywNXAXs\">(2)Kappa\u67b6\u6784\u7b80\u5316\u4e86\u6279\u5904\u7406\u548c\u5b9e\u65f6\u5de5\u4f5c\u8d1f\u8f7d\u7684\u57fa\u7840\u8bbe\u65bd<\/h4>\n<p data-id=\"p838747a-vK23YxCz\">Kappa\u67b6\u6784\u662f\u4e00\u4e2a\u57fa\u4e8e\u4e8b\u4ef6\u7684\u8f6f\u4ef6\u67b6\u6784\uff0c\u53ef\u4ee5\u5b9e\u65f6\u5904\u7406\u4e8b\u52a1\u548c\u5206\u6790\u5de5\u4f5c\u8d1f\u8f7d\u7684\u4efb\u4f55\u89c4\u6a21\u7684\u6240\u6709\u6570\u636e\u3002<\/p>\n<p data-id=\"p838747a-zYRFJGTM\">Kappa\u67b6\u6784\u80cc\u540e\u7684\u6838\u5fc3\u524d\u63d0\u662f\uff0c\u53ef\u4ee5\u4f7f\u7528\u5355\u4e2a\u6280\u672f\u5806\u6808\u6267\u884c\u5b9e\u65f6\u5904\u7406\u548c\u6279\u5904\u7406\u3002\u8fd9\u662f\u4e00\u79cd\u4e0e\u4f17\u6240\u5468\u77e5\u7684Lambda\u67b6\u6784\u622a\u7136\u4e0d\u540c\u7684\u65b9\u6cd5\u3002\u540e\u8005\u5c06\u6279\u5904\u7406\u5de5\u4f5c\u8d1f\u8f7d\u548c\u5b9e\u65f6\u5de5\u4f5c\u8d1f\u8f7d\u5206\u79bb\u5230\u5355\u72ec\u7684\u57fa\u7840\u8bbe\u65bd\u548c\u6280\u672f\u5806\u6808\u4e2d\u3002<\/p>\n<p data-id=\"p838747a-QBiBdxWO\">Kappa\u57fa\u7840\u8bbe\u65bd\u7684\u6838\u5fc3\u662f\u6d41\u5f0f\u7ed3\u6784\u3002\u9996\u5148\uff0c\u4e8b\u4ef6\u6d41\u5e73\u53f0\u65e5\u5fd7\u5b58\u50a8\u4f20\u5165\u6570\u636e\u3002\u4ece\u90a3\u91cc\uff0c\u6d41\u5904\u7406\u5f15\u64ce\u53ef\u4ee5\u6301\u7eed\u5b9e\u65f6\u5730\u5904\u7406\u6570\u636e\uff0c\u6216\u8005\u901a\u8fc7\u4efb\u4f55\u901a\u4fe1\u8303\u5f0f\u548c\u901f\u5ea6(\u5305\u62ec\u5b9e\u65f6\u3001\u8fd1\u5b9e\u65f6\u3001\u6279\u5904\u7406\u548c\u8bf7\u6c42\u54cd\u5e94)\u5c06\u6570\u636e\u6444\u5165\u4efb\u4f55\u5176\u4ed6\u5206\u6790\u6570\u636e\u5e93\u6216\u4e1a\u52a1\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<h4 id=\"hce1b53f-g9VQN4D9\" data-id=\"hce1b53f-WKLhyzfy\">\u6559\u8bad4\uff1a\u7406\u89e3\u9759\u6001\u6570\u636e\u5171\u4eab\u548c\u6d41\u6570\u636e\u4ea4\u6362\u4e4b\u95f4\u7684\u6743\u8861<\/h4>\n<p data-id=\"p838747a-xdeIfEKp\">\u95ee\u95ee\u81ea\u5df1\uff1a\u9700\u8981\u5982\u4f55\u4e0e\u5176\u4ed6\u5185\u90e8\u4e1a\u52a1\u5355\u4f4d\u6216\u5916\u90e8\u4f01\u4e1a\u5171\u4eab\u6570\u636e?<\/p>\n<h4 id=\"hce1b53f-LTQA4ISG\" data-id=\"hce1b53f-sX8RkYzv\">(1)\u4f7f\u7528\u6570\u636e\u6d41\u3001\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u548c\u6570\u636e\u6e56\u5c4b\u8fdb\u884c\u6df7\u5408\u548c\u591a\u4e91\u590d\u5236\u7684\u7528\u4f8b<\/h4>\n<p data-id=\"p838747a-5V0AC1kA\">\u8de8\u6570\u636e\u4e2d\u5fc3\u3001\u533a\u57df\u6216\u4e91\u8ba1\u7b97\u63d0\u4f9b\u5546\u590d\u5236\u6570\u636e\u6709\u5f88\u591a\u7406\u7531\uff1a<\/p>\n<ul data-id=\"u738a58b-U5oBzdUL\">\n<li data-id=\"ld70c578-zR06teDa\">\u707e\u96be\u6062\u590d\u548c\u9ad8\u53ef\u7528\u6027\uff1a\u521b\u5efa\u707e\u96be\u6062\u590d\u96c6\u7fa4\uff0c\u5e76\u5728\u4e1a\u52a1\u4e2d\u65ad\u65f6\u65f6\u8fdb\u884c\u6545\u969c\u8f6c\u79fb\u3002<\/li>\n<li data-id=\"ld70c578-S5Zxlv0U\">\u5168\u7403\u548c\u591a\u4e91\u590d\u5236\uff1a\u8de8\u533a\u57df\u548c\u4e91\u8ba1\u7b97\u79fb\u52a8\u548c\u805a\u5408\u6570\u636e\u3002<\/li>\n<li data-id=\"ld70c578-fo0ct607\">\u6570\u636e\u5171\u4eab\uff1a\u4e0e\u5176\u4ed6\u56e2\u961f\u3001\u4e1a\u52a1\u7ebf\u6216\u4f01\u4e1a\u5171\u4eab\u6570\u636e\u3002<\/li>\n<li data-id=\"ld70c578-3IbKT5bh\">\u6570\u636e\u8fc1\u79fb\uff1a\u5c06\u6570\u636e\u548c\u5de5\u4f5c\u8d1f\u8f7d\u4ece\u4e00\u4e2a\u96c6\u7fa4\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u96c6\u7fa4(\u5c31\u50cf\u4ece\u4f20\u7edf\u7684\u5185\u90e8\u90e8\u7f72\u6570\u636e\u4ed3\u5e93\u8fc1\u79fb\u5230\u4e91\u539f\u751f\u6570\u636e\u6e56\u5c4b)\u3002<\/li>\n<\/ul>\n<h4 id=\"hce1b53f-k3x7S45Y\" data-id=\"hce1b53f-PpOd2bed\">(2)\u5b9e\u65f6\u6570\u636e\u590d\u5236\u80dc\u8fc7\u6162\u901f\u6570\u636e\u5171\u4eab<\/h4>\n<p 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