{"id":51054,"date":"2017-03-30T06:00:49","date_gmt":"2017-03-29T22:00:49","guid":{"rendered":"http:\/\/uxren.cn\/?p=51054"},"modified":"2017-05-19T11:17:13","modified_gmt":"2017-05-19T03:17:13","slug":"%e5%a4%a7%e6%95%b0%e6%8d%ae%e3%80%81%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98%e3%80%81%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e3%80%81%e6%95%b0%e7%90%86%e7%bb%9f%e8%ae%a1%e4%b9%8b%e9%97%b4%e7%9a%84%e5%85%b3","status":"publish","type":"post","link":"https:\/\/www.uxren.cn\/?p=51054","title":{"rendered":"\u5927\u6570\u636e\u3001\u6570\u636e\u6316\u6398\u3001\u6570\u636e\u5206\u6790\u3001\u6570\u7406\u7edf\u8ba1\u4e4b\u95f4\u7684\u5173\u8054\u4e0e\u5dee\u5f02"},"content":{"rendered":"<p><img loading=\"lazy\" class=\"alignnone size-full wp-image-51058\" src=\"https:\/\/www.uxren.cn\/wp-content\/uploads\/2017\/03\/data-vs-henduo-00.jpg\" alt=\"\" width=\"600\" height=\"283\" srcset=\"https:\/\/www.uxren.cn\/wp-content\/uploads\/2017\/03\/data-vs-henduo-00.jpg 600w, https:\/\/www.uxren.cn\/wp-content\/uploads\/2017\/03\/data-vs-henduo-00-300x142.jpg 300w, https:\/\/www.uxren.cn\/wp-content\/uploads\/2017\/03\/data-vs-henduo-00-520x245.jpg 520w, https:\/\/www.uxren.cn\/wp-content\/uploads\/2017\/03\/data-vs-henduo-00-720x340.jpg 720w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>\u4f5c\u8005\uff1a\u7ecf\u7ba1\u4e4b\u5bb6\u8bba\u575b<\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"color: #3366ff;\">\u4e00\u3001\u57fa\u4e8e\u5927\u6570\u636e\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5<\/span><\/h4>\n<p>\u57fa\u4e8e\u5927\u6570\u636e\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u7684\u7406\u8bba\u57fa\u7840\u662f\u6570\u636e\u6316\u6398\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u539f\u7406\u3002\u5927\u6570\u636e\u5177\u6709\u6d77\u91cf\u3001\u5feb\u901f\u3001\u591a\u6837\u5316\u548c\u6709\u4ef7\u503c\u56db\u4e2a\u65b9\u9762\u7684\u91cd\u8981\u7279\u5f81\uff0c\u5176\u6d77\u91cf\u7279\u6027\u4f7f\u5f97\u6570\u636e\u5206\u6790\u65f6\u4e0d\u53ef\u80fd\u7528\u5355\u53f0\u673a\u5668\u5b8c\u6210\u800c\u662f\u9700\u8981\u591a\u53f0\u673a\u5668\u540c\u65f6\u8fd0\u7b97\uff0c\u4e5f\u5c31\u662f\u6240\u8c13\u7684\u5206\u5e03\u5f0f\u8fd0\u7b97\u3002<\/p>\n<p>\u5728\u5927\u6570\u636e\u65f6\u4ee3\uff0c\u5927\u6570\u636e\u6280\u672f\u9700\u8981\u89e3\u51b3\u4e24\u4e2a\u96be\u9898\uff1a<\/p>\n<ol>\n<li>\u4e00\u662f\u6d77\u91cf\u6570\u636e\u5728\u591a\u53f0\u673a\u5668\u4e0a\u7684\u5b58\u50a8\uff1b<\/li>\n<li>\u4e8c\u662f\u89e3\u51b3\u5982\u4f55\u5bf9\u591a\u53f0\u673a\u5668\u4e0a\u5b58\u50a8\u7684\u6570\u636e\u8fdb\u884c\u8ba1\u7b97\u5206\u6790\u3002<\/li>\n<\/ol>\n<p>\u5927\u6570\u636e\u6280\u672f\u7684\u57fa\u672c\u539f\u7406\u8fd8\u662f\u805a\u7c7b\u3001\u5206\u7c7b\u3001\u4e3b\u9898\u63a8\u8350\u7b49\u6570\u636e\u6316\u6398\u7b97\u6cd5\u7684\u5185\u5bb9\uff0c\u5728\u57fa\u4e8e\u5927\u6570\u636e\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u4e2d\uff0c\u6709\u5f88\u591a\u65b9\u6cd5\u90fd\u662f\u5bf9\u539f\u6709\u7b97\u6cd5\u7684\u6539\u8fdb\uff0c\u5c06\u539f\u6765\u5355\u673a\u5b9e\u73b0\u7684\u7b97\u6cd5\u6539\u6210\u591a\u53f0\u673a\u5668\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002\u7b80\u5355\u5730\u8bf4\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\u5c31\u662f\u5206\u6790\u5de5\u5177\u4e0d\u4e00\u6837\u7684\u6570\u636e\u5206\u6790\u65b9\u6cd5\uff0c\u6709\u7684\u4e5f\u52a0\u5165\u4e86\u6570\u7406\u7edf\u8ba1\u7684\u601d\u60f3\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"color: #3366ff;\">\u4e8c\u3001\u5927\u6570\u636e\u5206\u6790\u5e38\u7528\u5de5\u5177\u4e00\u89c8<\/span><\/h4>\n<h5>1\uff0eHadoop\u5927\u6570\u636e\u751f\u6001\u5e73\u53f0<\/h5>\n<p>Hadoop \u662f\u4e00\u4e2a\u80fd\u591f\u5bf9\u5927\u91cf\u6570\u636e\u8fdb\u884c\u5206\u5e03\u5f0f\u5904\u7406\u7684\u8f6f\u4ef6\u6846\u67b6\u3002\u4f46\u662f Hadoop \u662f\u4ee5\u4e00\u79cd\u53ef\u9760\u3001\u9ad8\u6548\u3001\u53ef\u4f38\u7f29\u7684\u65b9\u5f0f\u8fdb\u884c\u5904\u7406\u7684\u3002Hadoop \u662f\u53ef\u9760\u7684\uff0c\u56e0\u4e3a\u5b83\u5047\u8bbe\u8ba1\u7b97\u5143\u7d20\u548c\u5b58\u50a8\u4f1a\u5931\u8d25\uff0c\u56e0\u6b64\u5b83\u7ef4\u62a4\u591a\u4e2a\u5de5\u4f5c\u6570\u636e\u526f\u672c\uff0c\u786e\u4fdd\u80fd\u591f\u9488\u5bf9\u5931\u8d25\u7684\u8282\u70b9\u91cd\u65b0\u5206\u5e03\u5904\u7406\u3002Hadoop \u662f\u9ad8\u6548\u7684\uff0c\u56e0\u4e3a\u5b83\u4ee5\u5e76\u884c\u7684\u65b9\u5f0f\u5de5\u4f5c\uff0c\u901a\u8fc7\u5e76\u884c\u5904\u7406\u52a0\u5feb\u5904\u7406\u901f\u5ea6\u3002Hadoop \u8fd8\u662f\u53ef\u4f38\u7f29\u7684\uff0c\u80fd\u591f\u5904\u7406 PB \u7ea7\u6570\u636e\u3002\u6b64\u5916\uff0cHadoop \u4f9d\u8d56\u4e8e\u793e\u533a\u670d\u52a1\u5668\uff0c\u56e0\u6b64\u5b83\u7684\u6210\u672c\u6bd4\u8f83\u4f4e\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<h5>2\uff0eSpark\uff0c\u5927\u6570\u636e\u5206\u6790\u7684\u201c\u745e\u58eb\u519b\u5200\u201d<\/h5>\n<p>Spark \u4e5f\u662f Apache \u57fa\u91d1\u4f1a\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5b83\u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u7684\u5b9e\u9a8c\u5ba4\u5f00\u53d1\uff0c\u662f\u53e6\u5916\u4e00\u79cd\u91cd\u8981\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u7cfb\u7edf\u3002\u5b83\u5728 Hadoop \u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u4e86\u4e00\u4e9b\u67b6\u6784\u4e0a\u7684\u6539\u826f\u3002Spark \u4e0e Hadoop \u6700\u5927\u7684\u4e0d\u540c\u70b9\u5728\u4e8e\uff0cHadoop \u4f7f\u7528\u786c\u76d8\u6765\u5b58\u50a8\u6570\u636e\uff0c\u800c Spark \u4f7f\u7528\u5185\u5b58\u6765\u5b58\u50a8\u6570\u636e\uff0c\u56e0\u6b64 Spark \u53ef\u4ee5\u63d0\u4f9b\u8d85\u8fc7Hadoop100 \u500d\u7684\u8fd0\u7b97\u901f\u5ea6\u3002\u4f46\u662f\uff0c\u7531\u4e8e\u5185\u5b58\u65ad\u7535\u540e\u6570\u636e\u4f1a\u4e22\u5931\uff0cSpark \u4e0d\u80fd\u7528\u4e8e\u5904\u7406\u9700\u8981\u957f\u671f\u4fdd\u5b58\u7684\u6570\u636e\u3002\u76ee\u524d Spark \u5b8c\u6210\u4e86\u5927\u90e8\u5206\u7684\u6570\u636e\u6316\u6398\u7b97\u6cd5\u7531\u5355\u673a\u5230\u5206\u5e03\u5f0f\u7684\u6539\u9020\uff0c\u5e76\u63d0\u4f9b\u4e86\u8f83\u65b9\u4fbf\u7684\u6570\u636e\u5206\u6790\u53ef\u89c6\u5316\u754c\u9762\u3002<\/p>\n<p>&nbsp;<\/p>\n<h5>3\uff0eStorm\uff0c\u5b9e\u65f6\u5927\u6570\u636e\u5904\u7406\u5de5\u5177<\/h5>\n<p>Storm \u662f Twitter \u4e3b\u63a8\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u7cfb\u7edf\uff0c\u5b83\u7531 BackType \u56e2\u961f\u5f00\u53d1\uff0c\u662f Apache \u57fa\u91d1\u4f1a\u7684\u5b75\u5316\u9879\u76ee\u3002\u5b83\u5728 Hadoop \u7684\u57fa\u7840\u4e0a\u63d0\u4f9b\u4e86\u5b9e\u65f6\u8fd0\u7b97\u7684\u7279\u6027\uff0c\u53ef\u4ee5\u5b9e\u65f6\u5730\u5904\u7406\u5927\u6570\u636e\u6d41\u3002\u4e0d\u540c\u4e8e Hadoop \u548cSpark\uff0cStorm \u4e0d\u8fdb\u884c\u6570\u636e\u7684\u6536\u96c6\u548c\u5b58\u50a8\u5de5\u4f5c\uff0c\u5b83\u76f4\u63a5\u901a\u8fc7\u7f51\u7edc\u5b9e\u65f6\u5730\u63a5\u6536\u6570\u636e\u5e76\u4e14\u5b9e\u65f6\u5730\u5904\u7406\u6570\u636e\uff0c\u7136\u540e\u76f4\u63a5\u901a\u8fc7\u7f51\u7edc\u5b9e\u65f6\u5730\u4f20\u56de\u7ed3\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"color: #3366ff;\">\u4e09\u3001\u6570\u7406\u7edf\u8ba1\u4e0e\u6570\u636e\u6316\u6398\u7684\u533a\u522b\u4e0e\u8054\u7cfb<\/span><\/h4>\n<h5>1\uff0e\u00a0 \u6570\u7406\u7edf\u8ba1\u4e0e\u6570\u636e\u6316\u6398\u7684\u8054\u7cfb<\/h5>\n<p>\u4ece\u4e24\u8005\u7684\u7406\u8bba\u6765\u6e90\u6765\u770b\uff0c\u5b83\u4eec\u90fd\u6765\u6e90\u4e8e\u7edf\u8ba1\u57fa\u7840\u7406\u8bba\uff0c\u56e0\u6b64\u5b83\u4eec\u7684\u5f88\u591a\u65b9\u6cd5\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\u90fd\u662f\u540c\u6839\u540c\u6e90\u7684\u3002\u4f8b\u5982\uff0c\u6982\u7387\u8bba\u548c\u968f\u673a\u4e8b\u4ef6\u662f\u7edf\u8ba1\u5b66\u7684\u6838\u5fc3\u7406\u8bba\u4e4b\u4e00\uff0c\u7edf\u8ba1\u5206\u6790\u4e2d\u7684\u62bd\u6837\u4f30\u8ba1\u9700\u8981\u5e94\u7528\u8be5\u7406\u8bba\uff0c\u800c\u6570\u636e\u6316\u6398\u6280\u672f\u7684\u6734\u7d20\u8d1d\u53f6\u65af\u5206\u7c7b\u5c31\u662f\u8fd9\u4e9b\u7edf\u8ba1\u7406\u8bba\u7684\u53d1\u5c55\u548c\u5ef6\u4f38\u3002<\/p>\n<p>\u6709\u7684\u65f6\u5019\u4e24\u8005\u7684\u4e00\u4e9b\u65b9\u6cd5\u8fd8\u4f1a\u51fa\u73b0\u6df7\u6dc6\u7684\u60c5\u51b5\uff0c\u4f8b\u5982\uff0c\u4e3b\u6210\u5206\u5206\u6790\u548c\u56de\u5f52\u5206\u6790\u3002\u4ece\u4e25\u683c\u610f\u4e49\u4e0a\u8bb2\uff0c\u8fd9\u4e24\u79cd\u5206\u6790\u65b9\u6cd5\u90fd\u5c5e\u4e8e\u6570\u7406\u7edf\u8ba1\u5206\u6790\u65b9\u6cd5\uff0c\u4f46\u5728\u6570\u636e\u6316\u6398\u5b9e\u6218\u5e94\u7528\u4e2d\u4e5f\u5e38\u5e38\u4f1a\u7528\u5230\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u8bb2\uff0c\u4e3b\u6210\u5206\u5206\u6790\u548c\u56de\u5f52\u5206\u6790\u4e5f\u662f\u6570\u636e\u6316\u6398\u5546\u4e1a\u5b9e\u6218\u4e2d\u5e38\u7528\u7684\u4e00\u79cd\u5206\u6790\u6280\u672f\u548c\u6570\u636e\u5904\u7406\u6280\u672f\u3002<\/p>\n<p>&nbsp;<\/p>\n<h5>2\uff0e\u6570\u7406\u7edf\u8ba1\u4e0e\u6570\u636e\u6316\u6398\u7684\u533a\u522b<\/h5>\n<p>\u66f4\u666e\u904d\u7684\u89c2\u70b9\u8ba4\u4e3a\uff0c\u6570\u636e\u6316\u6398\u662f\u6570\u7406\u7edf\u8ba1\u7684\u5ef6\u4f38\u548c\u53d1\u5c55\uff0c\u5982\u679c\u4e00\u5b9a\u8981\u52a0\u4ee5\u533a\u5206\uff0c\u5b83\u4eec\u53c8\u6709\u54ea\u4e9b\u533a\u522b\u5462\uff1f<\/p>\n<p>\u6570\u636e\u6316\u6398\u5728\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762\u4e0e\u6570\u7406\u7edf\u8ba1\u5b58\u5728\u6bd4\u8f83\u660e\u663e\u7684\u5dee\u5f02\u3002<\/p>\n<p>\u6570\u7406\u7edf\u8ba1\u7684\u57fa\u7840\u4e4b\u4e00\u5c31\u662f\u6982\u7387\u8bba\uff0c\u5728\u5bf9\u6570\u636e\u8fdb\u884c\u6570\u7406\u7edf\u8ba1\u5206\u6790\u65f6\uff0c\u5206\u6790\u4eba\u5458\u5e38\u5e38\u9700\u8981\u5bf9\u6570\u636e\u5206\u5e03\u548c\u53d8\u91cf\u95f4\u7684\u5173\u7cfb\u4f5c\u5047\u8bbe\uff0c\u786e\u5b9a\u7528\u4ec0\u4e48\u6982\u7387\u51fd\u6570\u6765\u63cf\u8ff0\u53d8\u91cf\u95f4\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca\u5982\u4f55\u68c0\u9a8c\u53c2\u6570\u7684\u7edf\u8ba1\u663e\u8457\u6027\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u5728\u6570\u636e\u6316\u6398\u7684\u5e94\u7528\u4e2d\uff0c\u5206\u6790\u4eba\u5458\u4e0d\u9700\u8981\u5bf9\u6570\u636e\u5206\u5e03\u505a\u4efb\u4f55\u5047\u8bbe\uff0c\u6570\u636e\u6316\u6398\u4e2d\u7684\u7b97\u6cd5\u4f1a\u81ea\u52a8\u5bfb\u627e\u53d8\u91cf\u95f4\u7684\u5173\u7cfb\u3002\u56e0\u6b64\uff0c\u76f8\u5bf9\u4e8e\u6d77\u91cf\u3001\u6742\u4e71\u7684\u6570\u636e\uff0c\u6570\u636e\u6316\u6398\u6280\u672f\u6709\u660e\u663e\u7684\u5e94\u7528\u4f18\u52bf\u3002<\/p>\n<p>\u6570\u7406\u7edf\u8ba1\u5728\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u5e38\u8868\u73b0\u4e3a\u4e00\u4e2a\u6216\u4e00\u7ec4\u51fd\u6570\u5173\u7cfb\u5f0f\uff0c\u800c\u6570\u636e\u6316\u6398\u5728\u9884\u6d4b\u5e94\u7528\u4e2d\u7684\u91cd\u70b9\u5728\u4e8e\u9884\u6d4b\u7684\u7ed3\u679c\uff0c\u5f88\u591a\u65f6\u5019\u5e76\u4e0d\u4f1a\u4ece\u7ed3\u679c\u4e2d\u4ea7\u751f\u660e\u786e\u7684\u51fd\u6570\u5173\u7cfb\u5f0f\uff0c\u6709\u65f6\u5019\u751a\u81f3\u4e0d\u77e5\u9053\u5230\u5e95\u662f\u54ea\u4e9b\u53d8\u91cf\u5728\u8d77\u4f5c\u7528\uff0c\u53c8\u662f\u5982\u4f55\u8d77\u4f5c\u7528\u7684\u3002<\/p>\n<p>\u6700\u5178\u578b\u7684\u4f8b\u5b50\u5c31\u662f\u201c\u795e\u7ecf\u7f51\u7edc\u201d\u6316\u6398\u6280\u672f\uff0c\u5b83\u91cc\u9762\u7684\u9690\u853d\u5c42\u5c31\u662f\u4e00\u4e2a\u201c\u9ed1\u7bb1\u201d\uff0c\u6ca1\u6709\u4eba\u80fd\u5728\u6240\u6709\u7684\u60c5\u51b5\u4e0b\u8bfb\u61c2\u91cc\u9762\u7684\u975e\u7ebf\u6027\u51fd\u6570\u662f\u5982\u4f55\u5bf9\u81ea\u53d8\u91cf\u8fdb\u884c\u7ec4\u5408\u7684\u3002\u5728\u5b9e\u8df5\u5e94\u7528\u4e2d\uff0c\u8fd9\u79cd\u60c5\u51b5\u5e38\u4f1a\u8ba9\u4e60\u60ef\u6570\u7406\u7edf\u8ba1\u516c\u5f0f\u7684\u5206\u6790\u5e08\u6216\u8005\u4e1a\u52a1\u4eba\u5458\u611f\u5230\u56f0\u60d1\uff0c\u8fd9\u4e5f\u786e\u5b9e\u5f71\u54cd\u4e86\u6a21\u578b\u5728\u5b9e\u8df5\u5e94\u7528\u4e2d\u7684\u53ef\u7406\u89e3\u6027\u548c\u53ef\u63a5\u53d7\u5ea6\u3002<\/p>\n<p>\u5728\u5b9e\u8df5\u5e94\u7528\u4e2d\uff0c\u6570\u7406\u7edf\u8ba1\u5e38\u9700\u8981\u5206\u6790\u4eba\u5458\u5148\u4f5c\u5047\u8bbe\u6216\u5224\u65ad\uff0c\u7136\u540e\u5229\u7528\u6570\u636e\u5206\u6790\u6280\u672f\u6765\u9a8c\u8bc1\u8be5\u5047\u8bbe\u662f\u5426\u6210\u7acb\u3002\u4f46\u662f\uff0c\u5728\u6570\u636e\u6316\u6398\u4e2d\uff0c\u5206\u6790\u4eba\u5458\u5e76\u4e0d\u9700\u8981\u5bf9\u6570\u636e\u7684\u5185\u5728\u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