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\u3000\u3000\u5f00\u7bc7\u5f15\u8a00<\/p>\n

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<\/p>\n

\u3000\u3000\u884c\u4e1a\u54c1\u724c\u63a8\u8350\u5206\u6790<\/p>\n

\u3000\u3000\u897f\u5b89\u79d1\u6280\u5927\u5b66\u9ad8\u65b0\u5b66\u9662<\/p>\n

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\u3000\u30006\u3001\u6821\u56ed\u751f\u6d3b\u914d\u5957\u5b8c\u5584\u4e0e\u57ce\u5e02\u533a\u4f4d\u4f18\u52bf\uff0c\u5b66\u9662\u4f4d\u4e8e\u53e4\u57ce\u897f\u5b89\u79d1\u6559\u6587\u5316\u4e2d\u5fc3\u957f\u5b89\u56fd\u9645\u5927\u5b66\u57ce\uff0c\u4f9d\u6258\u5927\u5b66\u57ce\u826f\u597d\u7684\u8d44\u6e90\u914d\u7f6e\uff0c\u6253\u9020\u73b0\u4ee3\u5316\u7684\u7eff\u8272\u751f\u6001\u6821\u56ed\u3002\u6821\u56ed\u5360\u5730\u8fd11000\u4ea9\uff0c\u603b\u5efa\u7b51\u9762\u79ef\u7ea638.64\u4e07\u5e73\u65b9\u7c73\uff0c100\u4f59\u4ea9\u6821\u5185\u7eff\u6797\u519c\u573a\u5b9e\u8df5\u57fa\u5730\u3002\u56fe\u4e66\u9986\u5efa\u7b51\u9762\u79ef1.5\u4e07\u5e73\u65b9\u7c73\uff0c\u9605\u89c8\u5ea7\u4f4d1000\u4e2a\uff0c\u53ef\u7528\u7535\u5b50\u56fe\u4e66310\u4e07\u4f59\u518c\uff0c\u7eb8\u8d28\u9986\u85cf\u56fe\u4e66122.8\u4e07\u4f59\u518c\u3002\u6821\u56ed\u73af\u5883\u4f18\u7f8e\uff0c\u4f4f\u5bbf\u3001\u98df\u5802\u7b49\u751f\u6d3b\u914d\u5957\u8bbe\u65bd\u5b8c\u5584\u3002\u5b66\u9662\u5730\u5904\u897f\u5b89\u4e3b\u57ce\uff0c\u4f9d\u6258\u7701\u4f1a\u57ce\u5e02\u8d44\u6e90\uff0c\u5b66\u751f\u53ef\u62d3\u5bbd\u773c\u754c\u3001\u79ef\u7d2f\u4eba\u8109\uff0c\u5b9e\u4e60\u4e0e\u5c31\u4e1a\u673a\u4f1a\u4e30\u5bcc\u3002\u5b66\u9662\u5148\u540e\u8363\u83b7\u9655\u897f\u7701\u7b2c\u4e00\u6279\u7eff\u8272\u5b66\u6821\u79f0\u53f7\u3001\u5168\u56fd\u793e\u4f1a\u5b9e\u8df5\u56e2\u961f\u3001\u9655\u897f\u7701\u9ad8\u6821\u5171\u9752\u56e2\u5de5\u4f5c\u5355\u4f4d\u7b49\u591a\u9879\u8363\u8a89\uff0c\u6821\u56ed\u5b89\u4fdd\u4e0e\u65e5\u5e38\u7ba1\u7406\u89c4\u8303\u3002<\/p>\n

\u3000\u3000\u897f\u5b89\u5916\u4e8b\u5b66\u9662<\/p>\n

\u3000\u3000\u57fa\u7840\u4fe1\u606f\uff1a\u9662\u6821\u4f4d\u4e8e\u897f\u5b89\u9ad8\u65b0\u6280\u672f\u4ea7\u4e1a\u5f00\u53d1\u533a\uff0c\u662f\u7ecf\u6559\u80b2\u90e8\u6279\u51c6\u7684\u5168\u65e5\u5236\u666e\u901a\u672c\u79d1\u9ad8\u6821\uff0c\u521b\u529e\u4e8e1992\u5e74\uff0c\u5360\u5730\u9762\u79ef\u7ea62000\u4ea9\uff0c\u5728\u6821\u751f\u8fd12\u4e07\u4eba\u3002\u5b66\u9662\u8bbe\u6709\u5927\u6570\u636e\u6280\u672f\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u4e13\u4e1a\uff0c\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u4e3a\u6821\u7ea7\u7279\u8272\u4e13\u4e1a\u3002<\/p>\n

\u3000\u30001\u3001\u6821\u4f01\u5408\u4f5c\u4e0e\u4ea7\u6559\u878d\u5408\uff0c\u5b66\u9662\u4e0e\u534e\u4e3a\u3001\u4e2d\u5174\u3001\u817e\u8baf\u7b49\u4f01\u4e1a\u5efa\u7acb\u6df1\u5ea6\u5408\u4f5c\u5173\u7cfb\uff0c\u5171\u5efa\u5927\u6570\u636e\u5b9e\u9a8c\u5ba4\u4e0e\u5b9e\u8bad\u57fa\u5730\u3002\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u8bfe\u7a0b\u8bbe\u7f6e\u6db5\u76d6Hadoop\u5206\u5e03\u5f0f\u7cfb\u7edf\u3001Spark\u5927\u6570\u636e\u5206\u6790\u3001\u6570\u636e\u4ed3\u5e93\u4e0e\u6570\u636e\u6316\u6398\u7b49\u6838\u5fc3\u8bfe\u7a0b\uff0c\u6559\u5b66\u8fc7\u7a0b\u4e2d\u5f15\u5165\u4f01\u4e1a\u771f\u5b9e\u9879\u76ee\u6848\u4f8b\u3002\u5b66\u9662\u62e5\u6709\u7701\u7ea7\u5b9e\u9a8c\u6559\u5b66\u793a\u8303\u4e2d\u5fc3\uff0c\u914d\u5907\u9ad8\u6027\u80fd\u670d\u52a1\u5668\u96c6\u7fa4\u4e0e\u5927\u6570\u636e\u5904\u7406\u5e73\u53f0\uff0c\u53ef\u652f\u6491\u5b66\u751f\u5b8c\u6210\u3001\u6e05\u6d17\u3001\u5efa\u6a21\u5168\u6d41\u7a0b\u5b9e\u8bad\u3002\u5b66\u9662\u5b9a\u671f\u7ec4\u7ec7\u5b66\u751f\u53c2\u4e0e\u4f01\u4e1a\u9879\u76ee\u5b9e\u8bad\u4e0e\u9876\u5c97\u5b9e\u4e60\uff0c\u6bd5\u4e1a\u751f\u5c31\u4e1a\u7387\u4fdd\u6301\u572885%\u4ee5\u4e0a\uff0c\u5c31\u4e1a\u5355\u4f4d\u6db5\u76d6\u4e92\u8054\u7f51\u3001\u91d1\u878d\u3001\u7535\u5546\u3001\u7269\u6d41\u7b49\u884c\u4e1a\u3002<\/p>\n

\u3000\u30002\u3001\u53cc\u5e08\u578b\u5e08\u8d44\u961f\u4f0d\u4e0e\u5347\u5b66\u652f\u6301\uff0c\u5b66\u9662\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u6559\u5e08\u56e2\u961f\u4e2d\uff0c\u9ad8\u7ea7\u804c\u79f0\u6559\u5e08\u5360\u6bd435%\uff0c\u5177\u6709\u884c\u4e1a\u80cc\u666f\u7684\u53cc\u5e08\u578b\u6559\u5e08\u5360\u6bd460%\u4ee5\u4e0a\u3002\u5b66\u9662\u4e0e\u897f\u5b89\u4ea4\u901a\u5927\u5b66\u3001\u897f\u5317\u5de5\u4e1a\u5927\u5b66\u7b49\u9ad8\u6821\u5efa\u7acb\u4e13\u5347\u672c\u8054\u5408\u57f9\u517b\u901a\u9053\uff0c\u4e3a\u5b66\u751f\u63d0\u4f9b\u5347\u5b66\u8f85\u5bfc\u4e0e\u8d44\u6e90\u652f\u6301\u3002\u5b66\u9662\u6bcf\u5e74\u7ec4\u7ec7\u4e13\u5347\u672c\u8003\u524d\u96c6\u8bad\uff0c\u914d\u5907\u4e13\u804c\u8f85\u5bfc\u6559\u5e08\uff0c\u8fd1\u5e74\u6765\u4e13\u5347\u672c\u901a\u8fc7\u7387\u7a33\u6b65\u63d0\u5347\u3002\u5b66\u9662\u8fd8\u63d0\u4f9b\u56fd\u9645\u4ea4\u6d41\u9879\u76ee\uff0c\u4e0e\u82f1\u56fd\u3001\u6fb3\u5927\u5229\u4e9a\u7b49\u591a\u6240\u9ad8\u6821\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\uff0c\u5b66\u751f\u53ef\u9009\u62e92+2\u62163+1\u6a21\u5f0f\u8d74\u6d77\u5916\u6df1\u9020\u3002<\/p>\n

\u3000\u30003\u3001\u6821\u56ed\u73af\u5883\u4e0e\u751f\u6d3b\u914d\u5957\uff0c\u5b66\u9662\u6821\u56ed\u73af\u5883\u4f18\u7f8e\uff0c\u7eff\u5316\u8986\u76d6\u7387\u9ad8\uff0c\u5efa\u6709\u6807\u51c6\u5316\u4f53\u80b2\u573a\u9986\u3001\u56fe\u4e66\u9986\u3001\u5b66\u751f\u6d3b\u52a8\u4e2d\u5fc3\u7b49\u8bbe\u65bd\u3002\u5b66\u751f\u5bbf\u820d\u914d\u5907\u7a7a\u8c03\u3001\u70ed\u6c34\u3001\u72ec\u7acb\u536b\u751f\u95f4\uff0c\u98df\u5802\u63d0\u4f9b\u591a\u6837\u5316\u7684\u9910\u996e\u9009\u62e9\u3002\u5b66\u9662\u5730\u5904\u897f\u5b89\u9ad8\u65b0\u533a\uff0c\u5468\u8fb9\u4f01\u4e1a\u805a\u96c6\uff0c\u5b66\u751f\u5b9e\u4e60\u4e0e\u5c31\u4e1a\u673a\u4f1a\u4e30\u5bcc\u3002\u5b66\u9662\u5b9a\u671f\u4e3e\u529e\u6821\u56ed\u62db\u8058\u4f1a\uff0c\u9080\u8bf7\u4f18\u8d28\u4f01\u4e1a\u5165\u6821\u62db\u8058\uff0c\u4e3a\u5b66\u751f\u63d0\u4f9b\u5c31\u4e1a\u4fdd\u969c\u3002<\/p>\n

\u3000\u3000\u897f\u5b89\u601d\u6e90\u5b66\u9662<\/p>\n

\u3000\u3000\u57fa\u7840\u4fe1\u606f\uff1a\u9662\u6821\u4f4d\u4e8e\u897f\u5b89\u4e1c\u90ca\u767d\u9e7f\u539f\u5927\u5b66\u57ce\uff0c\u662f\u7ecf\u6559\u80b2\u90e8\u6279\u51c6\u7684\u5168\u65e5\u5236\u666e\u901a\u672c\u79d1\u9ad8\u6821\uff0c\u521b\u529e\u4e8e1998\u5e74\uff0c\u5360\u5730\u9762\u79ef\u7ea61500\u4ea9\uff0c\u5728\u6821\u751f\u8fd11.5\u4e07\u4eba\u3002\u5b66\u9662\u8bbe\u6709\u5927\u6570\u636e\u6280\u672f\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u3001\u8f6f\u4ef6\u5de5\u7a0b\u7b49\u4e13\u4e1a\uff0c\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u4e3a\u9662\u7ea7\u91cd\u70b9\u5efa\u8bbe\u4e13\u4e1a\u3002<\/p>\n

\u3000\u30001\u3001\u8bfe\u7a0b\u4f53\u7cfb\u4e0e\u5b9e\u8bad\u6761\u4ef6\uff0c\u5b66\u9662\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u8bfe\u7a0b\u8bbe\u7f6e\u6db5\u76d6Python\u6570\u636e\u5206\u6790\u3001\u6570\u636e\u5e93\u7ba1\u7406\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001\u673a\u5668\u5b66\u4e60\u7b49\u6838\u5fc3\u8bfe\u7a0b\u3002\u5b66\u9662\u5efa\u6709\u5927\u6570\u636e\u5b9e\u8bad\u4e2d\u5fc3\uff0c\u914d\u5907\u9ad8\u6027\u80fd\u670d\u52a1\u5668\u4e0e\u6570\u636e\u5206\u6790\u8f6f\u4ef6\uff0c\u53ef\u652f\u6491\u5b66\u751f\u5b8c\u6210\u8bfe\u7a0b\u5b9e\u8bad\u4e0e\u9879\u76ee\u5b9e\u8df5\u3002\u5b66\u9662\u4e0e\u591a\u5bb6\u4e92\u8054\u7f51\u4f01\u4e1a\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\uff0c\u5b9a\u671f\u7ec4\u7ec7\u5b66\u751f\u53c2\u4e0e\u4f01\u4e1a\u9879\u76ee\u5b9e\u8bad\u3002\u5b66\u9662\u6ce8\u91cd\u5b66\u751f\u52a8\u624b\u80fd\u529b\u57f9\u517b\uff0c\u9f13\u52b1\u5b66\u751f\u53c2\u4e0e\u5b66\u79d1\u7ade\u8d5b\uff0c\u5728\u5168\u56fd\u5927\u5b66\u751f\u6570\u5b66\u5efa\u6a21\u7ade\u8d5b\u3001\u4e2d\u56fd\u5927\u5b66\u751f\u8ba1\u7b97\u673a\u8bbe\u8ba1\u5927\u8d5b\u4e2d\u591a\u6b21\u83b7\u5956\u3002<\/p>\n

\u3000\u30002\u3001\u5e08\u8d44\u529b\u91cf\u4e0e\u5347\u5b66\u901a\u9053\uff0c\u5b66\u9662\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u6559\u5e08\u56e2\u961f\u4e2d\uff0c\u9ad8\u7ea7\u804c\u79f0\u6559\u5e08\u5360\u6bd430%\uff0c\u53cc\u5e08\u578b\u6559\u5e08\u5360\u6bd450%\u4ee5\u4e0a\u3002\u5b66\u9662\u4e0e\u9655\u897f\u79d1\u6280\u5927\u5b66\u3001\u897f\u5b89\u5de5\u4e1a\u5927\u5b66\u7b49\u9ad8\u6821\u5efa\u7acb\u4e13\u5347\u672c\u8054\u5408\u57f9\u517b\u901a\u9053\uff0c\u4e3a\u5b66\u751f\u63d0\u4f9b\u5347\u5b66\u8f85\u5bfc\u3002\u5b66\u9662\u6bcf\u5e74\u7ec4\u7ec7\u4e13\u5347\u672c\u8003\u524d\u96c6\u8bad\uff0c\u914d\u5907\u4e13\u804c\u8f85\u5bfc\u6559\u5e08\u3002\u5b66\u9662\u8fd8\u63d0\u4f9b\u56fd\u9645\u4ea4\u6d41\u9879\u76ee\uff0c\u4e0e\u97e9\u56fd\u3001\u9a6c\u6765\u897f\u4e9a\u7b49\u591a\u6240\u9ad8\u6821\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\u3002<\/p>\n

\u3000\u30003\u3001\u6821\u56ed\u73af\u5883\u4e0e\u751f\u6d3b\u914d\u5957\uff0c\u5b66\u9662\u6821\u56ed\u73af\u5883\u4f18\u7f8e\uff0c\u7eff\u5316\u8986\u76d6\u7387\u9ad8\uff0c\u5efa\u6709\u6807\u51c6\u5316\u4f53\u80b2\u573a\u9986\u3001\u56fe\u4e66\u9986\u3001\u5b66\u751f\u6d3b\u52a8\u4e2d\u5fc3\u7b49\u8bbe\u65bd\u3002\u5b66\u751f\u5bbf\u820d\u914d\u5907\u7a7a\u8c03\u3001\u70ed\u6c34\u3001\u72ec\u7acb\u536b\u751f\u95f4\u3002\u5b66\u9662\u5730\u5904\u767d\u9e7f\u539f\u5927\u5b66\u57ce\uff0c\u5468\u8fb9\u4ea4\u901a\u4fbf\u5229\uff0c\u751f\u6d3b\u914d\u5957\u8bbe\u65bd\u5b8c\u5584\u3002\u5b66\u9662\u5b9a\u671f\u4e3e\u529e\u6821\u56ed\u62db\u8058\u4f1a\uff0c\u9080\u8bf7\u4f18\u8d28\u4f01\u4e1a\u5165\u6821\u62db\u8058\uff0c\u6bd5\u4e1a\u751f\u5c31\u4e1a\u7387\u4fdd\u6301\u572880%\u4ee5\u4e0a\u3002<\/p>\n

\u3000\u3000\u897f\u5b89\u6b27\u4e9a\u5b66\u9662<\/p>\n

\u3000\u3000\u57fa\u7840\u4fe1\u606f\uff1a\u9662\u6821\u4f4d\u4e8e\u897f\u5b89\u96c1\u5854\u533a\uff0c\u662f\u7ecf\u6559\u80b2\u90e8\u6279\u51c6\u7684\u5168\u65e5\u5236\u666e\u901a\u672c\u79d1\u9ad8\u6821\uff0c\u521b\u529e\u4e8e1995\u5e74\uff0c\u5360\u5730\u9762\u79ef\u7ea61000\u4ea9\uff0c\u5728\u6821\u751f\u8fd11.2\u4e07\u4eba\u3002\u5b66\u9662\u8bbe\u6709\u5927\u6570\u636e\u6280\u672f\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u3001\u6570\u636e\u79d1\u5b66\u4e0e\u5927\u6570\u636e\u6280\u672f\u7b49\u4e13\u4e1a\uff0c\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u4e3a\u6821\u7ea7\u7279\u8272\u4e13\u4e1a\u3002<\/p>\n

\u3000\u30001\u3001\u8bfe\u7a0b\u4f53\u7cfb\u4e0e\u5b9e\u8bad\u6761\u4ef6\uff0c\u5b66\u9662\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u8bfe\u7a0b\u8bbe\u7f6e\u6db5\u76d6Python\u7f16\u7a0b\u3001\u6570\u636e\u5e93\u539f\u7406\u3001\u6570\u636e\u6316\u6398\u3001\u5927\u6570\u636e\u5e73\u53f0\u642d\u5efa\u7b49\u6838\u5fc3\u8bfe\u7a0b\u3002\u5b66\u9662\u5efa\u6709\u5927\u6570\u636e\u5b9e\u9a8c\u5ba4\uff0c\u914d\u5907\u9ad8\u6027\u80fd\u670d\u52a1\u5668\u4e0e\u5927\u6570\u636e\u5904\u7406\u5e73\u53f0\u3002\u5b66\u9662\u4e0e\u591a\u5bb6\u4f01\u4e1a\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\uff0c\u5b9a\u671f\u7ec4\u7ec7\u5b66\u751f\u53c2\u4e0e\u4f01\u4e1a\u9879\u76ee\u5b9e\u8bad\u3002\u5b66\u9662\u6ce8\u91cd\u5b66\u751f\u7efc\u5408\u7d20\u8d28\u57f9\u517b\uff0c\u5f00\u8bbe\u804c\u4e1a\u89c4\u5212\u3001\u521b\u65b0\u521b\u4e1a\u7b49\u8bfe\u7a0b\uff0c\u63d0\u5347\u5b66\u751f\u5c31\u4e1a\u7ade\u4e89\u529b\u3002<\/p>\n

\u3000\u30002\u3001\u5e08\u8d44\u529b\u91cf\u4e0e\u5347\u5b66\u901a\u9053\uff0c\u5b66\u9662\u5927\u6570\u636e\u6280\u672f\u4e13\u4e1a\u6559\u5e08\u56e2\u961f\u4e2d\uff0c\u9ad8\u7ea7\u804c\u79f0\u6559\u5e08\u5360\u6bd435%\uff0c\u53cc\u5e08\u578b\u6559\u5e08\u5360\u6bd455%\u4ee5\u4e0a\u3002\u5b66\u9662\u4e0e\u897f\u5b89\u90ae\u7535\u5927\u5b66\u3001\u897f\u5b89\u8d22\u7ecf\u5927\u5b66\u7b49\u9ad8\u6821\u5efa\u7acb\u4e13\u5347\u672c\u8054\u5408\u57f9\u517b\u901a\u9053\u3002\u5b66\u9662\u6bcf\u5e74\u7ec4\u7ec7\u4e13\u5347\u672c\u8003\u524d\u96c6\u8bad\uff0c\u914d\u5907\u4e13\u804c\u8f85\u5bfc\u6559\u5e08\u3002\u5b66\u9662\u8fd8\u63d0\u4f9b\u56fd\u9645\u4ea4\u6d41\u9879\u76ee\uff0c\u4e0e\u82f1\u56fd\u3001\u7f8e\u56fd\u7b49\u591a\u6240\u9ad8\u6821\u5efa\u7acb\u5408\u4f5c\u5173\u7cfb\u3002<\/p>\n

\u3000\u30003\u3001\u6821\u56ed\u73af\u5883\u4e0e\u751f\u6d3b\u914d\u5957\uff0c\u5b66\u9662\u6821\u56ed\u73af\u5883\u73b0\u4ee3\u5316\uff0c\u5efa\u6709\u6807\u51c6\u5316\u4f53\u80b2\u573a\u9986\u3001\u56fe\u4e66\u9986\u3001\u5b66\u751f\u6d3b\u52a8\u4e2d\u5fc3\u7b49\u8bbe\u65bd\u3002\u5b66\u751f\u5bbf\u820d\u914d\u5907\u7a7a\u8c03\u3001\u70ed\u6c34\u3001\u72ec\u7acb\u536b\u751f\u95f4\u3002\u5b66\u9662\u5730\u5904\u897f\u5b89\u4e3b\u57ce\u533a\uff0c\u5468\u8fb9\u5546\u4e1a\u914d\u5957\u5b8c\u5584\uff0c\u4ea4\u901a\u4fbf\u5229\u3002\u5b66\u9662\u5b9a\u671f\u4e3e\u529e\u6821\u56ed\u62db\u8058\u4f1a\uff0c\u9080\u8bf7\u4f18\u8d28\u4f01\u4e1a\u5165\u6821\u62db\u8058\uff0c\u6bd5\u4e1a\u751f\u5c31\u4e1a\u7387\u4fdd\u6301\u572885%\u4ee5\u4e0a\u3002<\/p>\n

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