{"id":695,"date":"2016-05-21T19:38:59","date_gmt":"2016-05-21T19:38:59","guid":{"rendered":"http:\/\/blogs.softwareclue.com\/?p=695"},"modified":"2016-05-21T19:38:59","modified_gmt":"2016-05-21T19:38:59","slug":"apache-hadoop%e5%87%86%e5%ae%9e%e6%97%b6%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e7%9a%84%e6%9e%b6%e6%9e%84%e6%a8%a1%e5%bc%8f","status":"publish","type":"post","link":"http:\/\/blog.softwareclues.com\/zh\/apache-hadoop%e5%87%86%e5%ae%9e%e6%97%b6%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e7%9a%84%e6%9e%b6%e6%9e%84%e6%a8%a1%e5%bc%8f","title":{"rendered":"Apache Hadoop\u51c6\u5b9e\u65f6\u6570\u636e\u5904\u7406\u7684\u67b6\u6784\u6a21\u5f0f"},"content":{"rendered":"<blockquote><p><strong>\u6765\u81ea\uff1a\u8463\u8001\u5e08\u5728\u7845\u8c37\uff08\u5fae\u4fe1\u53f7\uff1adonglaoshi-123\uff09<\/strong><\/p>\n<p><strong>\u539f\u6587\uff1aArchitectural Patterns for Near Real-Time Data Processing with Apache Hadoop\u00a0<\/strong><\/p>\n<p><strong>\u8bd1\uff1aRobin\u00a0robinlee@cmu.edu<\/strong><\/p><\/blockquote>\n<p>\u8bc4\u4f30\u597d\u54ea\u4e00\u79cd\u6d41\u67b6\u6784\u6a21\u5f0f\u6700\u9002\u5408\u4f60\u7684\u6848\u4f8b\uff0c\u662f\u6210\u529f\u751f\u4ea7\u5f00\u53d1\u7684\u5148\u51b3\u6761\u4ef6\u3002<\/p>\n<p>Apache Hadoop \u751f\u6001\u7cfb\u7edf\u5df2\u6210\u4e3a\u4f01\u4e1a\u5b9e\u65f6\u5730\u5904\u7406\u548c\u6316\u6398\u5927\u6570\u636e\u7684\u9996\u9009\u3002 Apache\u7684Kafka\uff0c Flume\uff0c Spark\uff0c Storm\uff0c Samza\u7b49\u6280\u672f\u5728\u4e0d\u65ad\u5730\u63a8\u8fdb\u65b0\u7684\u53ef\u80fd\u3002\u4eba\u4eec\u5f88\u5bb9\u6613\u6cdb\u5316\u5927\u89c4\u6a21\u5b9e\u65f6\u6570\u636e\u6848\u4f8b\uff0c\u4f46\u5176\u5b9e\u4ed6\u4eec\u53ef\u4ee5\u7ec6\u5206\u4e3a\u51e0\u79cd\u67b6\u6784\u6a21\u5f0f\uff0cApache\u7cfb\u7edf\u91cc\u7684\u4e0d\u540c\u7ec4\u4ef6\u9002\u5408\u4e8e\u4e0d\u540c\u7684\u6848\u4f8b\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u63a2\u8ba8\u56db\u79cd\u4e3b\u8981\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u6848\u4f8b\u6765\u81ea\u4e8e\u6211\u4eec\u4f01\u4e1a\u5ba2\u6237\u7684\u6570\u636e\u4e2d\u5fc3\u7684\u5b9e\u4f8b\uff0c\u5e76\u89e3\u91ca\u5982\u4f55\u5728Hadoop\u4e0a\u5b9e\u73b0\u8fd9\u4e9b\u67b6\u6784\u6a21\u5f0f\u3002<\/p>\n<p>\u6d41\u5904\u7406\u6a21\u5f0f<\/p>\n<p>\u56db\u79cd\u6d41\u6a21\u5f0f\uff08\u7ecf\u5e38\u4e32\u8054\u4f7f\u7528\uff09\u4e3a\uff1a<\/p>\n<p>\u6d41\u91c7\u96c6\uff1a\u4f4e\u5ef6\u8fdf\u5c06\u6570\u636e\u8f93\u5165\u5230HDFS\uff0cApache HBase\u548cApache Solr\u3002<\/p>\n<p>\u57fa\u4e8e\u5916\u90e8\u73af\u5883\u7684\u51c6\u5b9e\u65f6\u4e8b\u4ef6\u5904\u7406\uff1a 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\u4e8e\u662f\u91cd\u70b9\u4ece\u83b7\u5f97\u8d85\u4f4e\u5ef6\u8fdf\u8f6c\u79fb\u5230\u4e86\u529f\u80fd\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u7528\u53ef\u68c0\u6d4b\u7684\uff0c\u53ef\u88ab\u8bc1\u660e\u7684\u548c\u53ef\u7ef4\u62a4\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u8fd9\u4e9b\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/p>\n<p>\u6d41\u91c7\u96c6<\/p>\n<p>\u4f20\u7edf\u4e0a\uff0cFlume\u662f\u6700\u4e3a\u63a8\u8350\u7684\u6d41\u91c7\u96c6\u7cfb\u7edf\u3002\u5b83\u7684\u5927\u7684\u6e90\u548c\u6c60\u56ca\u62ec\u4e86\u6240\u6709\u5173\u4e8e\u6d88\u8d39\u4ec0\u4e48\u548c\u5199\u5230\u54ea\u91cc\u7684\u57fa\u7840\uff08\u5173\u4e8e\u5982\u4f55\u914d\u7f6e\u548c\u7ba1\u7406flume\uff0c\u53c2\u8003Using Flume\uff0c\u7531O\u2019Reilly \u51fa\u7248\u7684Cloudera\u5de5\u7a0b\u5e08\/Flume \u9879\u76ee\u7ba1\u7406\u59d4\u5458\u4f1a\u6210\u5458Hari Shreedharan\u7f16\u5199\uff09\u3002<\/p>\n<p><img decoding=\"async\" class=\"\" src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnfq5X8jq7pP5fEg165BWIPibHf3HyLVVHfCicCicb6icCTiaHlThs86yhBwQ\/640?wx_fmt=jpeg&amp;wxfrom=5&amp;wx_lazy=1\" data-rawwidth=\"465\" data-rawheight=\"223\" data-type=\"jpeg\" data-ratio=\"0.47956989247311826\" data-w=\"465\" data-src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnfq5X8jq7pP5fEg165BWIPibHf3HyLVVHfCicCicb6icCTiaHlThs86yhBwQ\/640?wx_fmt=jpeg\" \/><\/p>\n<p><em>Figure 1\u8bd1\u8005\u9644\uff1aFlume\u67b6\u6784<\/em><\/p>\n<p>\u5728\u8fc7\u53bb\u7684\u4e00\u5e74\u4e2d\uff0cKafka\u4e5f\u53d8\u5f97\u975e\u5e38\u53d7\u6b22\u8fce\uff0c\u56e0\u4e3aplayback\u548creplication\u7b49\u7279\u6027\u3002\u7531\u4e8eFlume\u548cKafka\u6709\u91cd\u53e0\u7684\u76ee\u6807\uff0c\u4ed6\u4eec\u7684\u5173\u7cfb\u5e38\u5e38\u4ee4\u4eba\u56f0\u60d1\u3002\u4ed6\u4eec\u5982\u4f55\u914d\u5408\uff1f\u7b54\u6848\u662f\u7b80\u5355\u7684\uff1aKafka\u7684\u7ba1\u9053\u548cFlume\u7684\u901a\u9053\u7c7b\u4f3c\uff0c\u867d\u7136\u662f\u4e00\u4e2a\u66f4\u597d\u7684\u7ba1\u9053\uff0c\u539f\u56e0\u5c31\u662f\u521a\u624d\u6240\u8ff0\u7684\u7279\u6027\u3002\u4e00\u4e2a\u901a\u884c\u7684\u65b9\u6cd5\u5c31\u662f\u7528Flume\u4f5c\u4e3a\u6e90(source)\u548c\u6c60(sink)\uff0c\u800cKafka\u662f\u4ed6\u4eec\u4e2d\u95f4\u7684\u7ba1\u9053\u3002<\/p>\n<p>\u4e0b\u56fe\u9610\u660ekafka\u5982\u4f55\u4f5c\u4e3aFlume\u7684\u4e0a\u6e38\u6570\u636e\u548c\u4e0b\u6e38\u76ee\u7684\uff0c\u6216Flume\u7ba1\u9053\u3002<\/p>\n<p><img decoding=\"async\" class=\"\" src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnjY2osDBiaZbeHTficgI8BWHeFz8dZyYpV0Ay9fibkMVfePEGjY3M58Vmg\/640?wx_fmt=jpeg&amp;wxfrom=5&amp;wx_lazy=1\" data-rawwidth=\"221\" data-rawheight=\"233\" data-type=\"jpeg\" data-ratio=\"1.0539568345323742\" data-w=\"\" data-src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnjY2osDBiaZbeHTficgI8BWHeFz8dZyYpV0Ay9fibkMVfePEGjY3M58Vmg\/640?wx_fmt=jpeg\" \/><\/p>\n<p>\u4e0b\u56fe\u7684\u8bbe\u8ba1\u662f\u5177\u6709\u5927\u89c4\u6a21\u62d3\u5c55\u6027\uff0c\u7ecf\u8fc7\u5b9e\u6218\u68c0\u9a8c\u7684\u67b6\u6784\u8bbe\u8ba1\uff0c\u7531Cloudera \u7ba1\u7406\u8005\u76d1\u63a7\uff0c\u5bb9\u9519\uff0c\u5e76\u4e14\u652f\u6301\u56de\u653e\u3002<\/p>\n<p><img decoding=\"async\" class=\"\" src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnjuKAPjPRStyaDB14GkkpsaicuVMcjMyxLly8x7qFjZ7SGCwtjfFBlJg\/640?wx_fmt=jpeg&amp;wxfrom=5&amp;wx_lazy=1\" data-rawwidth=\"468\" data-rawheight=\"124\" data-type=\"jpeg\" data-ratio=\"0.26495726495726496\" data-w=\"468\" data-src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnjuKAPjPRStyaDB14GkkpsaicuVMcjMyxLly8x7qFjZ7SGCwtjfFBlJg\/640?wx_fmt=jpeg\" \/><\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u4e00\u4ef6\u4e8b\u5c31\u662f\uff0c\u8fd9\u4e2a\u8bbe\u8ba1\u591a\u4e48\u4f18\u96c5\u5730\u5904\u7406\u6545\u969c\u3002Flume \u6c60\u4eceKafka\u6d88\u8d39\u8005\u7fa4\u91cc\u53d6\u56de\u3002\u901a\u8fc7Apache zookeeper\u7684\u5e2e\u52a9\uff0cKafka 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decoding=\"async\" class=\"\" src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnf80XajWbRziaic3Pv4Kyhkz8s2B0kdFJ3yLyZWZ9iaJWq1ibic9Gd6sNKdw\/640?wx_fmt=jpeg&amp;wxfrom=5&amp;wx_lazy=1\" data-rawwidth=\"468\" data-rawheight=\"222\" data-type=\"jpeg\" data-ratio=\"0.47435897435897434\" data-w=\"468\" data-src=\"http:\/\/mmbiz.qpic.cn\/mmbiz\/kk8UjiaPkHez7icqx1ZpKMtPgLBOBYOpibnf80XajWbRziaic3Pv4Kyhkz8s2B0kdFJ3yLyZWZ9iaJWq1ibic9Gd6sNKdw\/640?wx_fmt=jpeg\" 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SQL\uff0c\u4f60\u53ef\u4ee5\u4e3a\u4f60\u7684\u6d41\u5904\u7406\u5e94\u7528\u6dfb\u52a0SQL\u903b\u8f91\uff0c\u4ece\u800c\u7b80\u5316\u4ee3\u7801<\/p>\n<p>\u7ed3\u8bba<\/p>\n<p>\u6d41\u5904\u7406\u548c\u51e0\u79cd\u53ef\u80fd\u7684\u6a21\u5f0f\u6709\u5f88\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u4f46\u6b63\u5982\u4f60\u5728\u8fd9\u7bc7\u6587\u7ae0\u6240\u4e86\u89e3\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u4e86\u89e3\u54ea\u4e00\u79cd\u8bbe\u8ba1\u6a21\u5f0f\u9002\u5408\u4f60\u7684\u6848\u4f8b\uff0c\u4ece\u800c\u6700\u5c11\u91cf\u7684\u4ee3\u7801\u505a\u975e\u5e38\u597d\u7684\u4e8b\u60c5\u3002<\/p>\n<p>Ted Malaska\u662fCloudera\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u5e08\uff0cSpark\uff0cFlume\u548cHbase\u7684\u8d21\u732e\u8005\uff0cO\u2019Reilly\u4e66\u7c4d \u300aHadoop \u5e94\u7528\u67b6\u6784\u300b\u7684\u5408\u4f5c\u4f5c\u8005\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6765\u81ea\uff1a\u8463\u8001\u5e08\u5728\u7845\u8c37\uff08\u5fae\u4fe1\u53f7\uff1adonglaoshi-123\uff09 \u539f\u6587\uff1aArchitectural Patterns &hellip; <a href=\"http:\/\/blog.softwareclues.com\/zh\/apache-hadoop%e5%87%86%e5%ae%9e%e6%97%b6%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e7%9a%84%e6%9e%b6%e6%9e%84%e6%a8%a1%e5%bc%8f\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u201cApache Hadoop\u51c6\u5b9e\u65f6\u6570\u636e\u5904\u7406\u7684\u67b6\u6784\u6a21\u5f0f\u201d<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[3],"tags":[48,26,22],"translation":{"provider":"WPGlobus","version":"2.12.2","language":"zh","enabled_languages":["en","zh"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"zh":{"title":false,"content":false,"excerpt":false}}},"jetpack_publicize_connections":[],"yoast_head":"<!-- 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