{"id":304,"date":"2012-02-16T20:40:30","date_gmt":"2012-02-16T12:40:30","guid":{"rendered":"http:\/\/www.royalwzy.com\/?p=304"},"modified":"2014-01-16T20:54:07","modified_gmt":"2014-01-16T12:54:07","slug":"nosql%e7%9a%84%e7%8e%b0%e7%8a%b6","status":"publish","type":"post","link":"http:\/\/www.royalwzy.com\/?p=304","title":{"rendered":"NoSQL\u7684\u73b0\u72b6"},"content":{"rendered":"<div>\n<p>\u7ecf\u8fc7\u4e86\u81f3\u5c114\u5e74\u7684\u6fc0\u70c8\u4e89\u8bba\uff0c\u73b0\u5728\u662f\u5bf9NoSQL\u7684\u73b0\u72b6\u505a\u4e00\u4e2a\u9636\u6bb5\u6027\u7ed3\u8bba\u7684\u65f6\u5019\u4e86\u3002\u56f4\u7ed5\u7740NoSQL\u53d1\u751f\u4e86\u5982\u6b64\u4e4b\u591a\u7684\u4e8b\u60c5\uff0c\u4ee5\u81f3\u4e8e\u5f88\u96be\u5bf9\u5176\u4f5c\u51fa\u4e00\u4e2a\u7b80\u5355\u6982\u62ec\uff0c\u4e5f\u5f88\u96be\u5224\u65ad\u5b83\u8fbe\u5230\u4e86\u4ec0\u4e48\u76ee\u6807\u4ee5\u53ca\u5728\u4ec0\u4e48\u65b9\u9762\u6ca1\u6709\u8fbe\u5230\u9884\u671f\u3002<\/p>\n<p>\u5728\u5f88\u591a\u9886\u57df\uff0cNoSQL\u4e0d\u4ec5\u5728\u884c\u4e1a\u5185\u4e5f\u5728\u5b66\u672f\u9886\u57df\u4e2d\u53d6\u5f97\u4e86\u6210\u529f\u3002\u5927\u5b66\u5f00\u59cb\u8ba4\u8bc6\u5230NoSQL\u5fc5\u987b\u8981\u52a0\u5165\u5230\u8bfe\u7a0b\u4e2d\u3002\u53ea\u662f\u53cd\u590d\u8bb2\u89e3\u6807\u51c6\u6570\u636e\u5e93\u5df2\u7ecf\u4e0d\u591f\u4e86\u3002\u5f53\u7136\uff0c\u8fd9\u4e0d\u610f\u5473\u7740\u6df1\u5165\u5b66\u4e60\u5173\u7cfb\u578b\u6570\u636e\u5e93\u662f\u9519\u8bef\u7684\u3002\u76f8\u53cd\uff0cNoSQL\u662f\u5f88\u597d\u7684\u5f88\u91cd\u8981\u7684\u8865\u5145\u3002<\/p>\n<h2><span>\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f<\/span><\/h2>\n<p>NoSQL\u9886\u57df\u5728\u77ed\u77ed\u76844\u52305\u5e74\u7684\u65f6\u95f4\u91cc\uff0c\u7206\u70b8\u6027\u5730\u4ea7\u751f\u4e8650\u5230150\u4e2a\u65b0\u7684\u6570\u636e\u5e93\u3002<a href=\"http:\/\/nosql-database.org\/\" target=\"_blank\">nosql-database.org<\/a>\u5217\u51fa\u4e86150\u4e2a\u8fd9\u6837\u7684\u6570\u636e\u5e93\uff0c\u5305\u62ec\u4e00\u4e9b\u50cf\u5bf9\u8c61\u6570\u636e\u5e93\u8fd9\u6837\u5f88\u53e4\u8001\u4f46\u5f88\u5f3a\u5927\u7684\u3002\u5f53\u7136\uff0c\u4e00\u4e9b\u6709\u610f\u601d\u7684\u5408\u5e76\u6b63\u5728\u53d1\u751f\uff0c\u5982CouchDB\u548cMembase\u4ea4\u6613\u4ea7\u751f\u7684CouchBase\u3002\u4f46\u662f\u6211\u4eec\u7a0d\u540e\u4f1a\u5728\u672c\u6587\u4e2d\u8ba8\u8bba\u6bcf\u4e00\u4e2a\u4e3b\u8981\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u5f88\u591a\u4eba\u90fd\u66fe\u7ecf\u5047\u8bbe\u5728NoSQL\u9886\u57df\u4f1a\u6709\u4e00\u4e2a\u5de8\u5927\u5730\u6574\u5408\u3002\u4f46\u662f\u8fd9\u5e76\u6ca1\u6709\u53d1\u751f\u3002NoSQL\u8fc7\u53bb\u662f\u7206\u70b8\u6027\u5730\u589e\u957f\uff0c\u73b0\u5728\u4f9d\u65e7\u5982\u6b64\u3002\u5c31\u50cf\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\u7684\u6240\u6709\u9886\u57df\u4e00\u6837\u2014\u2014\u5982\u7f16\u7a0b\u8bed\u8a00\u2014\u2014\u73b0\u5728\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u7a7a\u767d\u9886\u57df\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u5e93\u3002\u8fd9\u662f\u4e0e\u4e92\u8054\u7f51\u3001\u5927\u6570\u636e\u3001\u4f20\u611f\u5668\u4ee5\u53ca\u5c06\u6765\u5f88\u591a\u6280\u672f\u7684\u7206\u70b8\u6027\u589e\u957f\u540c\u6b65\u7684\uff0c\u8fd9\u5bfc\u81f4\u4e86\u66f4\u591a\u7684\u6570\u636e\u4ee5\u53ca\u5bf9\u5b83\u4eec\u8fdb\u884c\u5904\u7406\u7684\u4e0d\u540c\u9700\u6c42\u3002\u5728\u8fc7\u53bb\u7684\u56db\u5e74\u4e2d\uff0c\u6211\u4eec\u53ea\u770b\u5230\u4e86\u4e00\u4e2a\u91cd\u8981\u7684\u7cfb\u7edf\u79bb\u5f00\u4e86\u821e\u53f0\uff1a\u5fb7\u56fd\u7684Graph\u6570\u636e\u5e93Sones\u3002\u4e3a\u6570\u4f17\u591a\u7684NoSQL\u4f9d\u7136\u5feb\u4e50\u5730\u751f\u5b58\u7740\uff0c\u8981\u4e48\u5728\u5f00\u6e90\u793e\u533a\uff0c\u4e0d\u7528\u8003\u8651\u4efb\u4f55\u7684\u91d1\u94b1\u56de\u62a5\uff0c\u8981\u4e48\u5728\u5546\u4e1a\u9886\u57df\u3002<\/p>\n<h2><span>\u53ef\u89c1\u6027\u4e0e\u91d1\u94b1\uff1f<\/span><\/h2>\n<p>\u53e6\u5916\u4e00\u4e2a\u91cd\u8981\u7684\u65b9\u9762\u5c31\u662f\u53ef\u89c1\u6027\u4e0e\u884c\u4e1a\u91c7\u7528\u7684\u60c5\u51b5\u3002\u5728\u8fd9\u4e2a\u65b9\u9762\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5728\u4f20\u7edf\u7684\u884c\u4e1a\u4e2d\u2014\u2014\u8981\u4fdd\u62a4\u6295\u8d44\u2014\u2014\u4e0e\u65b0\u5174\u7684\u884c\u4e1a\uff08\u4e3b\u8981\u662f\u521d\u521b\u516c\u53f8\uff09\u4e4b\u95f4\u6709\u5f88\u5927\u7684\u5dee\u522b\u3002\u51e0\u4e4e\u6240\u6709\u70ed\u95e8\u7684\u57fa\u4e8eWeb\u7684\u521b\u4e1a\u516c\u53f8\u5982Pinterest\u548cInstagram \u90fd\u5728\u4f7f\u7528\u6df7\u5408\u5f0f\uff08SQL + NoSQL\uff09\u7684\u67b6\u6784\uff0c\u800c\u4f20\u7edf\u7684\u884c\u4e1a\u4f9d\u7136\u7ea0\u7ed3\u4e8e\u662f\u5426\u91c7\u7528NoSQL\u3002\u4f46\u662f\u89c2\u5bdf\u663e\u793a\uff0c\u8d8a\u6765\u8d8a\u591a\u8fd9\u6837\u7684\u516c\u53f8\u6b63\u5728\u8bd5\u56fe\u5c06\u5b83\u4eec\u7684\u4e00\u90e8\u5206\u6570\u636e\u6d41\u7528NoSQL\u65b9\u6848\u8fdb\u884c\u5904\u7406\u5e76\u5728\u4ee5\u540e\u8fdb\u884c\u5206\u6790\uff0c\u8fd9\u6837\u7684\u65b9\u6848\u5305\u62ecHadoop\u3001MongoDB\u4ee5\u53caCassandra\u7b49\u3002<\/p>\n<p>\u8fd9\u540c\u65f6\u5bfc\u81f4\u4e86\u5bf9\u5177\u5907NoSQL\u77e5\u8bc6\u7684\u67b6\u6784\u5e08\u548c\u5f00\u53d1\u4eba\u5458\u7684\u9700\u6c42\u6301\u7eed\u589e\u957f\u3002<a href=\"http:\/\/servicesangle.com\/blog\/2011\/12\/29\/top-10-developer-and-engineering-skills-employers-will-look-for-going-into-2012\/\" target=\"_blank\">\u6700\u8fd1\u7684\u8c03\u67e5<\/a>\u663e\u793a\u884c\u4e1a\u4e2d\u6700\u9700\u8981\u7684\u5f00\u53d1\u4eba\u5458\u6280\u80fd\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>HTML5<\/li>\n<li>MongoDB<\/li>\n<li>iOS<\/li>\n<li>Android<\/li>\n<li>Mobile Apps<\/li>\n<li>Puppet<\/li>\n<li>Hadoop<\/li>\n<li>jQuery<\/li>\n<li>PaaS<\/li>\n<li>Social Media<\/li>\n<\/ol>\n<p>\u5728\u524d\u5341\u540d\u7684\u6280\u672f\u9700\u6c42\u4e2d\uff0c\u6709\u4e24\u4e2aNoSQL\u6570\u636e\u5e93\u3002\u6709\u4e00\u4e2a\u751a\u81f3\u6392\u5728\u4e86iOS\u524d\u9762\u3002\u5982\u679c\u8fd9\u4e0d\u662f\u5bf9\u5b83\u7684\u8d5e\u626c\uff0c\u90a3\u662f\u4ec0\u4e48\u5462\uff1f\uff01<\/p>\n<p>\u4f46\u662f\uff0c\u8ddf\u6700\u521d\u9884\u8ba1\u76f8\u6bd4\uff0c\u5bf9NoSQL\u7684\u91c7\u7528\u53d8\u5f97\u8d8a\u6765\u8d8a\u5feb\uff0c\u8d8a\u6765\u8d8a\u6df1\u5165\u3002\u57282011\u5e74\u590f\u5929\uff0cOracle\u66fe\u7ecf\u53d1\u5e03\u8fc7\u4e00\u4e2a\u8457\u540d\u767d\u76ae\u4e66\uff0c\u5b83\u63d0\u5230NoSQL\u6570\u636e\u5e93\u611f\u89c9\u5c31\u50cf\u662f\u51b0\u6dc7\u6dcb\u7684\u98ce\u5473\uff0c\u4f46\u662f\u4f60\u4e0d\u5e94\u8be5\u8fc7\u4e8e\u4f9d\u9644\u5b83\uff0c\u56e0\u4e3a\u5b83\u4e0d\u4f1a\u6301\u7eed\u592a\u957f\u65f6\u95f4\u3002\u4f46\u662f\u4ec5\u4ec5\u5728\u51e0\u4e2a\u6708\u4e4b\u540e\uff0cOracle\u5c31\u5c55\u73b0\u4e86\u5b83\u4eec\u5c06Hadoop\u96c6\u6210\u5230\u5927\u6570\u636e\u8bbe\u5907\u7684\u65b9\u6848\u3002\u751a\u81f3\uff0c\u4ed6\u4eec\u5efa\u7acb\u4e86\u81ea\u5df1\u7684NoSQL\u6570\u636e\u5e93\uff0c\u90a3\u662f\u5bf9BerkeleyDB\u7684\u4fee\u6539\u3002\u4ece\u6b64\u4e4b\u540e\uff0c\u6240\u6709\u7684\u5382\u5546\u5728\u96c6\u6210Hadoop\u65b9\u9762\u5c55\u5f00\u4e86\u7ade\u8d5b\u3002Microsoft\u3001Sybase\u3001IBM\u3001Greenplum\u3001Pervasive\u4ee5\u53ca\u5f88\u591a\u7684\u516c\u53f8\u90fd\u5df2\u7ecf\u5bf9\u5b83\u6709\u4e86\u7d27\u5bc6\u7684\u96c6\u6210\u3002\u6709\u4e00\u4e2a\u6a21\u5f0f\u968f\u5904\u53ef\u89c1\uff1a\u4e0d\u80fd\u51fb\u8d25\u5b83\uff0c\u5c31\u62e5\u62b1\u5b83\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u5173\u4e8eNoSQL\u88ab\u5e7f\u6cdb\u91c7\u7528\u7684\u53e6\u4e00\u4e2a\u5f88\u91cd\u8981\u4f46\u4e0d\u88ab\u5927\u5bb6\u5173\u6ce8\u7684\u91cd\u8981\u4fe1\u53f7\u5c31\u662fNoSQL\u6210\u4e3a\u4e86\u4e00\u4e2aPaaS\u6807\u51c6\u3002\u501f\u52a9\u4e8e\u4f17\u591aNoSQL\u6570\u636e\u5e93\u7684\u6613\u5b89\u88c5\u548c\u7ba1\u7406\uff0c\u50cfRedis\u548cMongoDB\u8fd9\u6837\u7684\u6570\u636e\u5e93\u53ef\u4ee5\u5728\u5f88\u591a\u7684PaaS\u670d\u52a1\u4e2d\u770b\u5230\uff0c\u5982Cloud Foundry\u3001OPENSHIFT\u3001dotCloud\u3001Jelastic\u7b49\u3002\u968f\u7740\u6240\u6709\u7684\u4e8b\u60c5\u90fd\u5728\u5f80\u4e91\u4e0a\u8fc1\u79fb\uff0cNoSQL\u4f1a\u5bf9\u4f20\u7edf\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4ea7\u751f\u5f88\u5927\u7684\u538b\u529b\u3002\u4f8b\u5982\u5f53\u9762\u4e34\u9009\u62e9MySQL\/PostGres\u6216MongoDB\/Redis\u65f6\uff0c\u5c06\u4f1a\u5f3a\u5236\u4eba\u4eec\u518d\u4e09\u8003\u8651\u4ed6\u4eec\u7684\u6a21\u578b\u3001\u9700\u6c42\u4ee5\u53ca\u968f\u4e4b\u800c\u6765\u7684\u5176\u4ed6\u91cd\u8981\u95ee\u9898\u3002<\/p>\n<p>\u53e6\u5916\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u6280\u672f\u6307\u793a\u5668\u5c31\u662fThoughtWorks\u7684\u6280\u672f\u96f7\u8fbe\uff0c\u5373\u4fbf\u4f60\u53ef\u80fd\u4e0d\u5b8c\u5168\u540c\u610f\u5b83\u6240\u5305\u542b\u7684\u6240\u6709\u4e8b\u60c5\uff0c\u4f46\u5b83\u603b\u4f1a\u5305\u542b\u4e00\u4e9b\u6709\u610f\u601d\u7684\u4e8b\u60c5\u3002\u8ba9\u6211\u4eec\u770b\u4e00\u4e0b\u4ed6\u4eec2012\u5e7410\u6708\u4efd\u7684\u6280\u672f\u96f7\u8fbe\uff0c\u5982\u56fe1\uff1a<\/p>\n<p><strong><img decoding=\"async\" alt=\"\" src=\"file:\/\/\/C:\/TEMP\/enhtmlclip\/Image.jpg\" hspace=\"3\" vspace=\"3\" \/><\/strong><\/p>\n<p><strong>\u56fe1\uff1aThoughtWorks\u6280\u672f\u96f7\u8fbe\uff0c2012\u5e7410\u6708\u2014\u2014\u5e73\u53f0<\/strong><\/p>\n<p>\u5728\u4ed6\u4eec\u7684\u5e73\u53f0\u8c61\u9650\u4e2d\uff0c\u5217\u51fa\u4e865\u4e2a\u6570\u636e\u5e93\uff1a<\/p>\n<ol>\n<li>Neo4j \uff08\u91c7\u7528\uff09<\/li>\n<li>MongoDB\uff08\u8bd5\u7528\u9636\u6bb5\u4f46\u662f\u91c7\u7528\uff09<\/li>\n<li>Riak\uff08\u8bd5\u7528\uff09<\/li>\n<li>CouchBase\uff08\u8bd5\u7528\uff09<\/li>\n<li>Datomic\uff08\u8bc4\u4f30\uff09<\/li>\n<\/ol>\n<p>\u4f60\u4f1a\u53d1\u73b0\u5b83\u4eec\u4e2d\u81f3\u5c11\u6709\u56db\u4e2a\u83b7\u5f97\u4e86\u5f88\u591a\u7684\u98ce\u9669\u6295\u8d44\u3002\u5982\u679c\u4f60\u5c06NoSQL\u9886\u57df\u7684\u6240\u6709\u98ce\u9669\u6295\u8d44\u52a0\u8d77\u6765\uff0c\u7ed3\u679c\u80af\u5b9a\u662f\u5728\u4e00\u4ebf\u548c\u5341\u4ebf\u7f8e\u5143\u4e4b\u95f4\uff01Neo4j\u5c31\u662f\u4e00\u4e2a\u4f8b\u5b50\uff0c\u5b83\u5728\u4e00\u7cfb\u5217\u7684B\u7c7b\u8d44\u52a9\u4e2d\u5f97\u5230\u4e86\u4e00\u5343\u4e00\u767e\u4e07\u7f8e\u5143\u3002\u5176\u4ed6\u5f97\u5230\u4e00\u5343\u4e07\u5230\u4e09\u5343\u4e07\u4e4b\u95f4\u8d44\u52a9\u7684\u516c\u53f8\u662fAerospike\u3001Cloudera\u3001DataStax\u3001MongoDB\u4ee5\u53caCouchBase\u7b49\u3002\u4f46\u662f\uff0c\u8ba9\u6211\u4eec\u518d\u770b\u4e00\u4e0b\u8fd9\u4e2a\u5217\u8868\uff1aNeo4j\u3001MongoDB\u3001Riak\u4ee5\u53caCouchBase\u5df2\u7ecf\u5728\u8fd9\u4e2a\u9886\u57df\u8d85\u8fc7\u56db\u5e74\u4e86\u5e76\u4e14\u5728\u4e0d\u65ad\u5730\u8bc1\u660e\u5b83\u4eec\u662f\u7279\u5b9a\u9700\u6c42\u7684\u5e02\u573a\u9886\u5bfc\u8005\u3002\u7b2c\u4e94\u540d\u7684\u6570\u636e\u5e93\u2014\u2014Datomic\u2014\u2014\u662f\u4e00\u4e2a\u4ee4\u4eba\u60ca\u8bb6\u7684\u5168\u65b0\u6570\u636e\u5e93\uff0c\u5b83\u662f\u7531\u4e00\u4e2a\u5c0f\u56e2\u961f\u6309\u7167\u5168\u65b0\u7684\u8303\u5f0f\u7f16\u5199\u7684\u3002\u8fd9\u4e00\u5b9a\u662f\u5f88\u70ed\u95e8\u7684\u4e1c\u897f\uff0c\u5728\u540e\u9762\u7b80\u8981\u8ba8\u8bba\u6240\u6709\u6570\u636e\u5e93\u7684\u65f6\u5019\uff0c\u6211\u4eec\u66f4\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u5b83\u4eec\u3002<\/p>\n<h2><span>\u6807\u51c6<\/span><\/h2>\n<p>\u5df2\u7ecf\u6709\u5f88\u591a\u4eba\u8981\u6c42NoSQL\u6807\u51c6\u4e86\uff0c\u4f46\u4ed6\u4eec\u6ca1\u6709\u770b\u5230NoSQL\u6db5\u76d6\u4e86\u4e00\u4e2a\u8303\u56f4\u5982\u6b64\u4e4b\u5927\u7684\u6a21\u578b\u548c\u9700\u6c42\u3002\u6240\u4ee5\uff0c\u9002\u7528\u4e8e\u6240\u6709\u4e3b\u8981\u9886\u57df\u7684\u7edf\u4e00\u8bed\u8a00\u5982Wide Column\u3001Key\/Value\u3001Document\u548cGraph\u6570\u636e\u5e93\u80af\u5b9a\u4e0d\u4f1a\u6301\u7eed\u5f88\u957f\u65f6\u95f4\uff0c\u56e0\u4e3a\u5b83\u4e0d\u53ef\u80fd\u6db5\u76d6\u6240\u6709\u7684\u9886\u57df\u3002\u6709\u4e00\u4e9b\u65b9\u5f0f\uff0c\u5982Spring Data\uff0c\u8bd5\u56fe\u5efa\u7acb\u4e00\u4e2a\u7edf\u4e00\u5c42\uff0c\u4f46\u8fd9\u53d6\u51b3\u4e8e\u8bfb\u8005\u6765\u6d4b\u8bd5\u8fd9\u4e00\u5c42\u5728\u6784\u5efa\u591a\u6301\u4e45\u5316\u73af\u5883\u65f6\u662f\u4e0d\u662f\u4e00\u4e2a\u98de\u8dc3\u3002<\/p>\n<p>\u5927\u591a\u6570\u7684Graph\u548cDocument\u6570\u636e\u5e93\u5728\u5b83\u4eec\u7684\u9886\u57df\u4e2d\u5df2\u7ecf\u63d0\u51fa\u4e86\u6807\u51c6\u3002\u5728Graph\u6570\u636e\u5e93\u4e16\u754c\uff0c\u56e0\u4e3a\u5b83\u7684tinkerpop blueprints\u3001Gremlin\u3001Sparql\u4ee5\u53caCypher\u4f7f\u5f97\u5b83\u66f4\u4e3a\u6210\u529f\u4e00\u4e9b\u3002\u5728Document\u6570\u636e\u5e93\u9886\u57df\uff0cUnQL\u548cjaql\u586b\u8865\u4e86\u4e00\u4e9b\u4f4d\u7f6e\uff0c\u5c3d\u7ba1\u524d\u8005\u7f3a\u5c11\u73b0\u5b9e\u4e16\u754cNoSQL\u6570\u636e\u5e93\u7684\u652f\u6301\u3002\u4f46\u662f\u501f\u52a9Hadoop\u7684\u529b\u91cf\uff0c\u5f88\u591a\u9879\u76ee\u6b63\u5728\u5c06\u8457\u540d\u7684ETL\u8bed\u8a00\u5982Pig\u548cHive\u4f7f\u7528\u5230\u5176\u4ed6NoSQL\u6570\u636e\u5e93\u4e2d\u3002\u6240\u4ee5\u6807\u51c6\u4e16\u754c\u662f\u9ad8\u5ea6\u5206\u88c2\u7684\uff0c\u4f46\u8fd9\u53ea\u662f\u56e0\u4e3aNoSQL\u662f\u4e00\u4e2a\u8303\u56f4\u5f88\u5e7f\u7684\u9886\u57df\u3002<\/p>\n<h2><span>\u683c\u5c40<\/span><\/h2>\n<p>\u4f5c\u4e3a\u6700\u597d\u7684\u6570\u636e\u5e93\u683c\u5c40\u56fe\u4e4b\u4e00\uff0c\u662f\u7531<a href=\"http:\/\/blogs.the451group.com\/information_management\/2012\/11\/02\/updated-database-landscape-graphic\/\" target=\"_blank\">451 Group\u7684Matt Aslett\u5728\u4e00\u4e2a\u62a5\u544a\u4e2d<\/a>\u7ed9\u51fa\u7684\u3002\u6700\u8fd1\uff0c\u4ed6\u66f4\u65b0\u4e86\u8be5\u56fe\u7247\u4ece\u800c\u80fd\u591f\u8ba9\u6211\u4eec\u53ef\u4ee5\u66f4\u597d\u5f97\u6df1\u5165\u7406\u89e3\u4ed6\u6240\u63d0\u5230\u7684\u5206\u7c7b\u3002\u4f60\u53ef\u4ee5\u5728\u4e0b\u9762\u7684\u56fe\u7247\u4e2d\u770b\u5230\uff0c\u8fd9\u4e2a\u683c\u5c40\u662f\u9ad8\u5ea6\u788e\u7247\u5316\u548c\u91cd\u53e0\u7684\uff1a<\/p>\n<p>\uff08\u70b9\u51fb\u56fe\u7247\u653e\u5927\uff09<\/p>\n<p><a href=\"http:\/\/www.infoq.com\/resource\/articles\/State-of-NoSQL\/en\/resources\/fig2large.jpg\"><strong><img decoding=\"async\" alt=\"\" src=\"file:\/\/\/C:\/TEMP\/enhtmlclip\/Image(1).jpg\" hspace=\"3\" vspace=\"3\" \/><\/strong><\/a><\/p>\n<p><strong>\u56fe2\uff1aMatt Aslett\uff08451 Group\uff09\u7ed9\u51fa\u7684\u6570\u636e\u5e93\u683c\u5c40<\/strong><\/p>\n<p>\u4f60\u53ef\u4ee5\u770b\u5230\u5728\u8fd9\u4e2a\u56fe\u7247\u4e2d\u6709\u591a\u4e2a\u7ef4\u5ea6\u3002\u5173\u7cfb\u578b\u7684\u4ee5\u53ca\u975e\u5173\u7cfb\u578b\u7684\u3001\u5206\u6790\u578b\u7684\u4ee5\u53ca\u64cd\u4f5c\u578b\u7684\u3001NoSQL\u7c7b\u578b\u7684\u4ee5\u53caNewSQL\u7c7b\u578b\u7684\u3002\u6700\u540e\u7684\u4e24\u4e2a\u5206\u7c7b\u4e2d\uff0c\u5bf9\u4e8eNoSQL\u6709\u8457\u540d\u7684\u5b50\u5206\u7c7bKey-Value\u3001Document\u3001Graph\u4ee5\u53caBig Tables\uff0c\u800c\u5bf9\u4e8eNewSQL\u6709\u5b50\u5206\u7c7bStorage-Engine\u3001Clustering-Sharding\u3001New Database\u3001Cloud Service Solution\u3002\u8fd9\u4e2a\u56fe\u6709\u8da3\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u5c06\u4e00\u4e2a\u6570\u636e\u653e\u5728\u4e00\u4e2a\u7cbe\u786e\u7684\u4f4d\u7f6e\u53d8\u5f97\u8d8a\u6765\u8d8a\u96be\u3002\u6bcf\u4e00\u4e2a\u90fd\u5728\u62fc\u547d\u5730\u96c6\u6210\u5176\u4ed6\u8303\u56f4\u6570\u636e\u5e93\u4e2d\u7684\u7279\u6027\u3002NewSQL\u7cfb\u7edf\u5b9e\u73b0NoSQL\u7684\u6838\u5fc3\u7279\u6027\uff0c\u800cNoSQL\u8d8a\u6765\u8d8a\u591a\u5730\u8bd5\u56fe\u5b9e\u73b0\u201c\u4f20\u7edf\u201d\u6570\u636e\u5e93\u7684\u7279\u6027\u5982\u652f\u6301SQL\u6216ACID\uff0c\u81f3\u5c11\u662f\u53ef\u914d\u7f6e\u7684\u6301\u4e45\u5316\u673a\u5236\u3002<\/p>\n<p>\u8fd9\u4e00\u5207\u90fd\u59cb\u4e8e\u4f17\u591a\u7684\u6570\u636e\u5e93\u90fd\u63d0\u4f9b\u4e0eHadoop\u8fdb\u884c\u96c6\u6210\u3002\u4f46\u662f\uff0c\u4e5f\u6709\u5f88\u591a\u5176\u4ed6\u7684\u4f8b\u5b50\uff0c\u5982MarkLogic\u5f00\u59cb\u53c2\u4e0eJSON\u6d6a\u6f6e\uff0c\u6240\u4ee5\u4e5f\u5f88\u96be\u5bf9\u5176\u8fdb\u884c\u5b9a\u4f4d\u3002\u53e6\u5916\uff0c\u66f4\u591a\u7684\u591a\u6a21\u578b\u6570\u636e\u5e93\u5f00\u59cb\u51fa\u73b0\uff0c\u5982ArangoDB\u3001OrientDB\u548cAlechemyDB\uff08\u73b0\u5728\u5b83\u662f\u5f88\u6709\u524d\u9014\u7684Aerospike DB\u7684\u4e00\u90e8\u5206\uff09\u3002\u5b83\u4eec\u5141\u8bb8\u5728\u8d77\u59cb\u7684\u65f6\u5019\u53ea\u6709\u4e00\u4e2a\u6570\u636e\u5e93\u6a21\u578b\uff08\u5982document\/JSON\u6a21\u578b\uff09\u5e76\u5728\u65b0\u9700\u6c42\u51fa\u73b0\u7684\u65f6\u5019\u6dfb\u52a0\u65b0\u7684\u6a21\u578b\uff08Graph\u6216key-value\uff09\u3002<\/p>\n<h2><span>\u56fe\u4e66<\/span><\/h2>\n<p>\u53e6\u5916\u4e00\u4e2a\u8bc1\u660e\u5b83\u5f00\u59cb\u53d8\u5f97\u6210\u719f\u7684\u6807\u5fd7\u5c31\u662f\u56fe\u4e66\u5e02\u573a\u3002\u57282010\u5e74\u548c2011\u5e74\u4e24\u672c\u5fb7\u8bed\u4e66\u51fa\u7248\u4e4b\u540e\uff0c\u6211\u4eec\u770b\u5230Wiley\u51fa\u7248\u4e86Shashank Tiwari\u7684\u4e66\u3002\u5b83\u7684\u7ed3\u6784\u5f88\u68d2\u5e76\u4e14\u9971\u542b\u4e86\u6df1\u523b\u4f1f\u5927\u7684\u89c1\u89e3\u3002\u57282012\u5e74\uff0c\u8fd9\u4e2a\u7ade\u8d5b\u56f4\u7ed5\u7740\u4e24\u672c\u4e66\u5c55\u5f00\u3002\u201c\u4e03\u5468\u4e03\u6570\u636e\u5e93\u201d\uff08Seven Databases in Seven Weeks\uff09\u5f53\u7136\u662f\u4e00\u672c\u6770\u4f5c\u3002\u5b83\u7684\u7279\u70b9\u5728\u4e8e\u65b0\u9896\u7684\u7f16\u5199\u4ee5\u53ca\u5b9e\u7528\u7684\u57fa\u4e8e\u4eb2\u8eab\u4f53\u9a8c\u7684\u89c1\u89e3\uff1a\u5b83\u9009\u53d6\u4e866\u79cd\u8457\u540d\u7684NoSQL\u6570\u636e\u5e93\u4ee5\u53caPostGreSQL\u3002\u8fd9\u4e9b\u90fd\u4f7f\u5f97\u5b83\u6210\u4e3a\u4e00\u672c\u9ad8\u5ea6\u63a8\u8350\u7684\u56fe\u4e66\u3002\u53e6\u4e00\u65b9\u9762\uff0cP.J. Sandalage\u4ee5\u53caMartin Fowler\u91c7\u53d6\u4e86\u4e00\u79cd\u66f4\u4e3a\u5168\u9762\u7684\u65b9\u6cd5\uff0c\u6db5\u76d6\u4e86\u6240\u6709\u7684\u7279\u5f81\u5e76\u5e2e\u52a9\u4f60\u8bc4\u4f30\u91c7\u7528NoSQL\u7684\u8def\u5f84\u548c\u51b3\u7b56\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u4f1a\u6709\u66f4\u591a\u7684\u4e66\u51fa\u73b0\u3002Manning\u7684\u4e66\u51fa\u73b0\u5728\u5e02\u573a\u4e0a\u53ea\u662f\u4e2a\u65f6\u95f4\u95ee\u9898\uff1aDan McCreary\u548cAnn Kelly\u6b63\u5728\u7f16\u5199\u4e00\u672c\u540d\u4e3a\u201c<a href=\"http:\/\/www.manning.com\/mccreary\/\" target=\"_blank\">Making Sense of NoSQL<\/a>\u201d\u7684\u4e66\uff0c\u9996\u671f\u7684MEAP\uff08\u6307\u7684\u662fManning Early Access Program\u2014\u2014\u8bd1\u8005\u6ce8\uff09\u7ae0\u8282\u5df2\u7ecf\u53ef\u4ee5\u770b\u5230\u4e86\u3002<\/p>\n<p>\u5728\u4ecb\u7ecd\u5b8c\u7406\u5ff5\u548c\u6a21\u5f0f\u540e\uff0c\u4ed6\u4eec\u7684\u7b2c\u4e09\u7ae0\u770b\u8d77\u6765\u4fdd\u8bc1\u5f88\u6709\u5438\u5f15\u529b\uff1a<\/p>\n<ul>\n<li>\u6784\u5efaNoSQL\u5927\u6570\u636e\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u6784\u5efaNoSQL\u641c\u7d22\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u6784\u5efaNoSQL\u9ad8\u53ef\u7528\u6027\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u4f7f\u7528NoSQL\u6765\u63d0\u9ad8\u654f\u6377\u6027<\/li>\n<\/ul>\n<p>\u53ea\u662f\u4e00\u4e2a\u5168\u65b0\u7684\u65b9\u5f0f\uff0c\u7edd\u5bf9\u503c\u5f97\u4e00\u8bfb\u3002<\/p>\n<h2><span>\u9886\u5bfc\u8005\u7684\u73b0\u72b6<\/span><\/h2>\n<p>\u8ba9\u6211\u4eec\u5feb\u901f\u4e86\u89e3\u4e00\u4e0b\u5404\u4e2aNoSQL\u7684\u9886\u5bfc\u8005\u3002\u4f5c\u4e3a\u5e02\u573a\u4e0a\u5f88\u660e\u663e\u7684\u9886\u5bfc\u8005\u4e4b\u4e00\uff0cHadoop\u662f\u4e00\u4e2a\u5f88\u5947\u602a\u7684\u52a8\u7269\uff08\u4f5c\u8005\u4f7f\u7528\u8fd9\u4e2a\u8bcd\uff0c\u53ef\u80fd\u662f\u56e0\u4e3aHadoop\u7684\u6807\u8bc6\u662f\u4e00\u53ea\u5927\u8c61\u2014\u2014\u8bd1\u8005\u6ce8\uff09\u3002\u4e00\u65b9\u9762\uff0c\u5b83\u62e5\u6709\u5de8\u5927\u7684\u53d1\u5c55\u52bf\u5934\u3002\u6b63\u5982\u524d\u9762\u6240\u8bf4\uff0c\u6bcf\u4e2a\u4f20\u7edf\u7684\u6570\u636e\u5e93\u63d0\u4f9b\u5546\u90fd\u6025\u5207\u5730\u58f0\u660e\u652f\u6301Hadoop\u3002\u50cfCloudera\u548cMapR\u8fd9\u6837\u7684\u516c\u53f8\u4f1a\u6301\u7eed\u589e\u957f\u5e76\u4e14\u65b0\u7684Hadoop\u6269\u5c55\u548c\u7ee7\u627f\u8005\u6bcf\u5468\u90fd\u5728\u51fa\u73b0\u3002<br \/>\n\u5373\u4fbf\u662fHive\u548cPig\u4e5f\u5728\u66f4\u597d\u5730\u5f97\u5230\u63a5\u53d7\u3002\u4e0d\u8fc7\uff0c\u6709\u4e00\u4e2a\u7f8e\u4e2d\u4e0d\u8db3\u4e4b\u5904\uff1a\u516c\u53f8\u4eec\u4f9d\u7136\u5728\u62b1\u6028\u975e\u7ed3\u6784\u5316\u7684\u6df7\u4e71\uff08\u8bfb\u53d6\u548c\u89e3\u6790\u6587\u4ef6\u672c\u5e94\u8be5\u66f4\u5feb\u4e00\u4e9b\uff09\uff0cMapReduce\u5728\u6279\u5904\u7406\u4e0a\u505a\u7684\u8fd8\u4e0d\u591f\uff08\u751a\u81f3Google\u5df2\u7ecf\u820d\u5f03\u4e86\u5b83\uff09\uff0c\u7ba1\u7406\u4f9d\u65e7\u5f88\u56f0\u96be\uff0c\u7a33\u5b9a\u6027\u95ee\u9898\u4ee5\u53ca\u5728\u672c\u5730\u5f88\u96be\u627e\u5230\u57f9\u8bad\/\u54a8\u8be2\u3002\u5373\u4fbf\u4f60\u53ef\u4ee5\u89e3\u51b3\u4e00\u4e9b\u4e0a\u9762\u7684\u95ee\u9898\uff0c\u5982\u679cHadoop\u7ee7\u7eed\u50cf\u73b0\u5728\u8fd9\u6837\u53d1\u5c55\u6216\u53d1\u751f\u91cd\u5927\u53d8\u5316\u7684\u8bdd\uff0c\u5b83\u4f9d\u7136\u4f1a\u662f\u70ed\u70b9\u95ee\u9898\u3002<\/p>\n<p>\u7b2c\u4e8c\u4f4d\u9886\u5bfc\u8005\uff0cMongoDB\uff0c\u540c\u6837\u9762\u4e34\u6fc0\u70c8\u7684\u4e89\u8bba\u3002\u5904\u4e8e\u9886\u5bfc\u5730\u4f4d\u7684\u6570\u636e\u5e93\u4f1a\u83b7\u5f97\u66f4\u591a\u7684\u6279\u8bc4\uff0c\u8fd9\u53ef\u80fd\u662f\u5f88\u81ea\u7136\u7684\u4e8b\u60c5\u3002\u4e0d\u8fc7\uff0cMongoDB\u7ecf\u5386\u4e86\u5feb\u901f\u7684\u589e\u957f\uff0c\u5b83\u53d7\u5230\u7684\u6279\u8bc4\u4e3b\u8981\u5982\u4e0b\uff1a<\/p>\n<p>a)\u5c31\u8001\u7248\u672c\u800c\u8a00\u6216\u8005<br \/>\nb)\u7f3a\u5c11\u600e\u6837\u6b63\u786e\u4f7f\u7528\u5b83\u7684\u77e5\u8bc6\u3002\u5c3d\u7ba1MongoDB\u5728\u4e0b\u8f7d\u533a\u57df\u6e05\u695a\u5730\u8868\u660e32\u4f4d\u7248\u672c\u4e0d\u80fd\u5904\u74062GB\u7684\u6570\u636e\u5e76\u5efa\u8bae\u4f7f\u752864\u4f4d\u7248\u672c\uff0c\u4f46\u8fd9\u4f9d\u7136\u53d7\u5230\u4e86\u5f88\u591a\u8fd1\u4e4e\u8352\u8c2c\u7684\u62b1\u6028\u3002<\/p>\n<p>\u4e0d\u7ba1\u600e\u6837\uff0cMongoDB\u5408\u4f5c\u8005\u548c\u8d44\u52a9\u8005\u63a8\u52a8\u4e86\u96c4\u5fc3\u52c3\u52c3\u7684\u53d1\u5c55\u8def\u7ebf\uff0c\u5305\u542b\u4e86\u5f88\u591a\u70ed\u95e8\u7684\u4e1c\u897f\uff1a<\/p>\n<ul>\n<li>\u884c\u4e1a\u9700\u8981\u7684\u4e00\u4e9b\u5b89\u5168\u6027\/LDAP\u7279\u6027\uff0c\u76ee\u524d\u6b63\u5728\u5f00\u53d1<\/li>\n<li>\u5168\u6587\u672c\u641c\u7d22\u5f88\u5feb\u4f1a\u63a8\u51fa<\/li>\n<li>\u9488\u5bf9MapReduce\u7684V8\u5c06\u4f1a\u63a8\u51fa<\/li>\n<li>\u5c06\u4f1a\u51fa\u73b0\u6bd4\u96c6\u5408\u7ea7\u522b\u66f4\u597d\u7684\u9501\u7ea7\u522b<\/li>\n<li>Hash\u5206\u7247\u952e\u6b63\u5728\u5f00\u53d1\u4e2d<\/li>\n<\/ul>\n<p>\u5c24\u5176\u662f\u6700\u540e\u4e00\u70b9\u5438\u5f15\u4e86\u5f88\u591a\u67b6\u6784\u5e08\u7684\u5174\u8da3\u3002MongoDB\u7ecf\u5e38\u88ab\u62b1\u6028\uff08\u540c\u65f6\u4e5f\u88ab\u7ade\u4e89\u5bf9\u624b\uff09\u6ca1\u6709\u5b9e\u73b0\u7b80\u6d01\u4e00\u81f4\u7684\u54c8\u5e0c\uff0c\u56e0\u4e3akey\u5f88\u5bb9\u6613\u5b9a\u4e49\u6240\u4ee5\u4e0d\u80fd\u4fdd\u8bc1\u5b8c\u5168\u6b63\u786e\u3002\u4f46\u5728\u5c06\u6765\uff0c\u5c06\u4f1a\u6709\u4e00\u4e2a\u5bf9hash\u5206\u7247\u952e\u7684\u914d\u7f6e\u3002\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u51b3\u5b9a\u4f7f\u7528hash key\u6765\u5206\u7247\uff0c\u8fd8\u662f\u9700\u8981\u4f7f\u7528\u81ea\u5df1\u9009\u62e9\u5206\u7247key\u6240\u5e26\u6765\u7684\u4f18\u52bf\uff08\u53ef\u80fd\u5f88\u5c11\uff09\u3002<\/p>\n<p>Cassandra\u662f\u8fd9\u4e2a\u9886\u57df\u4e2d\u7684\u53e6\u4e00\u4e2a\u4ea7\u54c1\uff0c\u5b83\u505a\u7684\u5f88\u597d\u5e76\u4e14\u6dfb\u52a0\u4e86\u66f4\u591a\u66f4\u597d\u7684\u7279\u6027\uff0c\u5982\u66f4\u597d\u7684\u67e5\u8be2\u3002\u4f46\u662f\u4e0d\u65ad\u6709\u4f20\u8a00\u8bf4\u8fd0\u884cCassandra\u96c6\u7fa4\u5e76\u4e0d\u5bb9\u6613\uff0c\u9700\u8981\u4e00\u4e9b\u5f88\u8270\u96be\u7684\u5de5\u4f5c\u3002\u4f46\u8fd9\u91cc\u6700\u5438\u5f15\u4eba\u7684\u80af\u5b9a\u662fDataStax\u3002Cassandra\u7684\u65b0\u516c\u53f8\u2014\u2014\u83b7\u5f97\u4e86\u4e24\u5343\u4e94\u767e\u4e07\u7f8e\u5143\u7684C\u7c7b\u8d44\u52a9\u2014\u2014\u5f88\u53ef\u80fd\u8981\u5904\u7406\u5206\u6790\u548c\u4e00\u4e9b\u64cd\u4f5c\u65b9\u9762\u7684\u95ee\u9898\u3002\u5c24\u5176\u662f\u5206\u6790\u80fd\u529b\u4f7f\u5f97\u5f88\u591a\u4eba\u611f\u5230\u60ca\u8bb6\uff0c\u56e0\u4e3a\u65e9\u671f\u7684Cassandra\u5e76\u6ca1\u6709\u88ab\u89c6\u4e3a\u5f3a\u5927\u7684\u67e5\u8be2\u673a\u5668\u3002\u4f46\u662f\u8fd9\u79cd\u73b0\u72b6\u5728\u6700\u8fd1\u7684\u51e0\u4e2a\u7248\u672c\u4e2d\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u67e5\u8be2\u529f\u80fd\u5bf9\u4e00\u4e9b\u73b0\u4ee3\u5206\u6790\u6765\u8bb2\u5df2\u7ecf\u8db3\u591f\u4e86\u3002<\/p>\n<p>Redis\u7684\u5f00\u53d1\u8fdb\u5ea6\u4e5f\u503c\u5f97\u5173\u6ce8\u3002\u5c3d\u7ba1Salvatore\u58f0\u660e\u5982\u679c\u6ca1\u6709\u793e\u533a\u548cPieter Noordhuis\u7684\u5e2e\u52a9\uff0c\u4ed6\u505a\u4e0d\u6210\u4efb\u4f55\u7684\u4e8b\u60c5\uff0c\u4f46\u662f\u5b83\u4f9d\u65e7\u662f\u76f8\u5f53\u68d2\u7684\u4e00\u4e2a\u4ea7\u54c1\u3002\u5bf9\u6545\u969c\u6062\u590d\u7684\u826f\u597d\u652f\u6301\u4ee5\u53ca\u4f7f\u7528Lua\u7684\u670d\u52a1\u5668\u7aef\u811a\u672c\u8bed\u8a00\u662f\u5176\u6700\u8fd1\u7684\u6210\u5c31\u3002\u4f7f\u7528Lua\u7684\u51b3\u7b56\u5bf9\u793e\u533a\u5e26\u6765\u4e86\u4e00\u4e9b\u9707\u52a8\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u4eba\u90fd\u5728\u96c6\u6210JavaScript\u4f5c\u4e3a\u670d\u52a1\u5668\u7aef\u7684\u8bed\u8a00\u3002\u4f46\u662f\uff0cLua\u662f\u4e00\u4e2a\u6574\u6d01\u7684\u8bed\u8a00\u5e76\u4e3aRedis\u5f00\u542f\u65b0\u7684\u6f58\u591a\u62c9\u76d2\u5b50\u5e26\u6765\u4e86\u53ef\u80fd\u6027\u3002<\/p>\n<p>CouchBase\u5728\u53ef\u6269\u5c55\u6027\u548c\u5176\u4ed6\u6f5c\u5728\u56e0\u7d20\u65b9\u9762\u770b\u8d77\u6765\u4e5f\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\uff0c\u5c3d\u7ba1Facebook\u4ee5\u53caZynga\u9762\u4e34\u7740\u5de8\u5927\u7684\u98ce\u6ce2\u3002\u5b83\u786e\u5b9e\u4e0d\u662f\u5f88\u70ed\u95e8\u7684\u67e5\u8be2\u673a\u5668\uff0c\u4f46\u5982\u679c\u4ed6\u4eec\u80fd\u591f\u5728\u5c06\u6765\u63d0\u9ad8\u67e5\u8be2\u80fd\u529b\uff0c\u90a3\u5b83\u7684\u529f\u80fd\u5c31\u4f1a\u76f8\u5f53\u5b8c\u6574\u4e86\u3002\u4e0eCouchDB\u521b\u7acb\u8005\u7684\u5408\u5e76\u6beb\u65e0\u7591\u95ee\u662f\u5f88\u91cd\u8981\u7684\u4e00\u4e2a\u6b65\u9aa4\uff0cCouchDB\u5728CouchBase\u91cc\u9762\u7684\u5f71\u54cd\u503c\u5f97\u5173\u6ce8\u3002\u5728\u6bcf\u4e2a\u5173\u4e8e\u6570\u636e\u5e93\u7684\u4f1a\u8bae\u4e0a\uff0c\u542c\u5230\u8fd9\u6837\u7684\u8ba8\u8bba\u4e5f\u662f\u5f88\u6709\u610f\u601d\u7684\uff0c\u90a3\u5c31\u662f\u5728Damien\u3001Chris\u548cJan\u79bb\u5f00\u540e\uff0cCouchDB\u4f1a\u53d8\u5f97\u66f4\u597d\u5462\u8fd8\u662f\u66f4\u574f\u5462\uff1f\u5927\u5bb6\u5728\u8fd9\u91cc\u53ea\u80fd\u542c\u5230\u6781\u7aef\u7684\u89c2\u70b9\u3002\u4f46\u662f\uff0c\u53ea\u8981\u6570\u636e\u5e93\u505a\u5f97\u597d\u8c01\u5173\u5fc3\u8fd9\u4e2a\u5462\u3002\u73b0\u5728\u770b\u8d77\u6765\uff0c\u5b83\u786e\u5b9e\u505a\u7684\u5f88\u597d\u3002<\/p>\n<p>\u6700\u540e\u4e00\u4e2a\u9700\u8981\u63d0\u53ca\u7684NoSQL\u6570\u636e\u5e93\u5f53\u7136\u662fRiak\uff0c\u5728\u529f\u80fd\u6027\u548c\u76d1\u63a7\u65b9\u9762\u5b83\u4e5f\u6709\u4e86\u5de8\u5927\u7684\u63d0\u5347\u3002\u5728\u7a33\u5b9a\u6027\u65b9\u9762\uff0c\u5b83\u7ee7\u7eed\u5f97\u5230\u5de8\u5927\u7684\u58f0\u8a89\uff1a\u201c\u50cf\u5de8\u77f3\u4e00\u822c\u7a33\u5b9a\u53ef\u9760\u4e14\u4e0d\u663e\u773c\uff0c\u5e76\u5bf9\u4f60\u7684\u7761\u7720\u6709\u597d\u5904\u201d\u3002Riak CS fork\u5728\u8fd9\u79cd\u6280\u672f\u7684\u6a21\u5757\u5316\u65b9\u9762\u770b\u8d77\u6765\u4e5f\u5f88\u6709\u8da3\u3002<\/p>\n<h2><span>\u6709\u610f\u601d\u7684\u65b0\u52a0\u5165\u8005<\/span><\/h2>\n<p>\u9664\u4e86\u5e02\u573a\u9886\u5bfc\u8005\uff0c\u8bc4\u4f30\u65b0\u7684\u52a0\u5165\u8005\u901a\u5e38\u662f\u5f88\u6709\u610f\u601d\u7684\u3002\u8ba9\u6211\u4eec\u6df1\u5165\u4e86\u89e3\u5b83\u4eec\u4e2d\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u6beb\u65e0\u7591\u95ee\uff0cElastic 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Brewer\u7684\u4e00\u4e9b\u65b0\u6587\u7ae0\u5e94\u8be5\u51e0\u5e74\u524d\u5c31\u53d1\u8868\u3002\u5728<a href=\"http:\/\/www.infoq.com\/articles\/cap-twelve-years-later-how-the-rules-have-changed\" target=\"_blank\">\u8fd9\u7bc7\u6587\u7ae0\u4e2d<\/a>\uff08<a href=\"http:\/\/www.infoq.com\/cn\/articles\/cap-twelve-years-later-how-the-rules-have-changed\" target=\"_blank\">\u8fd9\u7bc7\u4f73\u6587\u7684\u4e2d\u6587\u7248\u5730\u5740<\/a>\u2014\u2014\u8bd1\u8005\u6ce8\uff09\uff0c\u4ed6\u6307\u51fa\u201c\u4e09\u9009\u4e8c\u201d\u5177\u6709\u8bef\u5bfc\u6027\uff0c\u5e76\u6307\u51fa\u4e86\u5b83\u7684\u539f\u56e0\uff0c\u4e16\u754c\u4e3a\u4f55\u8fdc\u6bd4\u7b80\u5355\u7684CP\/AP\u66f4\u4e3a\u590d\u6742\uff0c\u5982\u5728ACID\/BASE\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u3002\u867d\u7136\u5982\u6b64\uff0c\u8fd1\u4e9b\u5e74\u6765\u6709\u6210\u5343\u4e0a\u4e07\u7684\u5bf9\u8bdd\u548c\u6587\u7ae0\u7ee7\u7eed\u8d5e\u626cCAP\u7406\u8bba\u800c\u6ca1\u6709\u4efb\u4f55\u6279\u8bc4\u6027\u7684\u53cd\u601d\u3002Michael Stonebraker\u662fNoSQL\u6700\u5f3a\u6709\u529b\u7684\u5ba1\u67e5\u8005\u4e4b\u4e00\uff08NoSQL\u9886\u57df\u4e5f\u5bf9\u4ed6\u9887\u591a\u611f\u6fc0\uff09\uff0c\u4ed6\u5728\u591a\u5e74\u524d\u5c31\u6307\u51fa\u4e86\u8fd9\u4e9b\u95ee\u9898\uff01\u9057\u61be\u7684\u662f\uff0c\u6ca1\u6709\u591a\u5c11\u4eba\u5728\u542c\u3002\u4f46\u662f\uff0c\u65e2\u7136Eric Brewer\u66f4\u65b0\u4e86\u4ed6\u7684\u7406\u8bba\uff0c\u7b80\u5355\u7684CAP\u53d9\u8ff0\u65f6\u4ee3\u80af\u5b9a\u8981\u7ed3\u675f\u4e86\u3002\u5728\u6307\u51faCAP\u7406\u8bba\u7684\u771f\u5b9e\u548c\u591a\u6837\u6027\u7684\u89c2\u70b9\u4e0a\uff0c\u8bf7\u7ad9\u5728\u65f6\u4ee3\u7684\u524d\u5217\u3002<\/li>\n<li>\u6b63\u5982\u6211\u4eec\u6240\u4e86\u89e3\u7684\u90a3\u6837\uff0c\u4f20\u7edf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u4e0d\u8db3\u5bfc\u81f4\u4e86NoSQL\u9886\u57df\u7684\u4ea7\u751f\u3002\u4f46\u8fd9\u4e5f\u662f\u4f20\u7edf\u5e1d\u56fd\u53d1\u8d77\u56de\u51fb\u7684\u65f6\u523b\u3002\u5728\u201cNewSQL\u201d\u8fd9\u4e2a\u672f\u8bed\u4e4b\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u8bb8\u591a\u65b0\u7684\u5f15\u64ce\uff08\u5982database.com\u3001VoltDB\u3001GenieDB\u7b49\uff0c\u89c1\u56fe2\uff09\uff0c\u5b83\u4eec\u63d0\u9ad8\u4e86\u4f20\u7edf\u7684\u89e3\u51b3\u65b9\u6848\u3001\u5206\u7247\u4ee5\u53ca\u4e91\u8ba1\u7b97\u65b9\u6848\u7684\u80fd\u529b\u3002\u8fd9\u8981\u611f\u8c22NoSQL\u8fd0\u52a8\u3002\n<p>\u4f46\u662f\u968f\u7740\u4f17\u591a\u7684\u6570\u636e\u5e93\u5c1d\u8bd5\u5b9e\u73b0\u6240\u6709\u7684\u7279\u6027\uff0c\u660e\u786e\u7684\u8fb9\u754c\u6d88\u5931\u4e86<br \/>\n\u786e\u5b9a\u4f7f\u7528\u54ea\u79cd\u6570\u636e\u5e93\u6bd4\u4ee5\u524d\u66f4\u4e3a\u590d\u6742\u4e86\u3002<br \/>\n\u4f60\u5fc5\u987b\u8981\u77e5\u905350\u4e2a\u7528\u4f8b\u300150\u4e2a\u6570\u636e\u5e93\u5e76\u8981\u56de\u7b54\u81f3\u5c1150\u4e2a\u95ee\u9898\u3002\u5173\u4e8e\u540e\u8005\uff0c\u7b14\u8005\u5728\u8fc7\u53bb\u4e24\u5e74\u591a\u7684NoSQL\u54a8\u8be2\u4e2d\u8fdb\u884c\u4e86\u6536\u96c6\uff0c\u53ef\u4ee5\u5728\u4ee5\u4e0b\u5730\u5740\u627e\u5230\uff1a<a href=\"http:\/\/nosql-database.org\/select-the-right-database.html\" target=\"_blank\">\u9009\u62e9\u6b63\u786e\u7684\u6570\u636e\u5e93<\/a>\uff0c<a href=\"http:\/\/www.infoq.com\/presentations\/Choosing-NoSQL-NewSQL\" target=\"_blank\">\u5728NoSQL\u548cNewSQL\u95f4\u8fdb\u884c\u9009\u62e9<\/a>\u3002<\/li>\n<li>\u4e00\u4e2a\u901a\u7528\u7684\u771f\u7406\u5c31\u662f\uff0c\u6bcf\u4e00\u9879\u6280\u672f\u7684\u53d8\u5316\u2014\u2014\u4ece\u5ba2\u6237\u7aef-\u670d\u52a1\u7aef\u6280\u672f\u5f00\u59cb\u751a\u81f3\u66f4\u65e9\u2014\u2014\u9700\u8981\u5341\u500d\u7684\u6210\u672c\u624d\u80fd\u8fdb\u884c\u8f6c\u79fb\u3002\u4f8b\u5982\uff0c\u4ece\u5927\u578b\u673a\u5230\u5ba2\u6237\u7aef-\u670d\u52a1\u7aef\u3001\u5ba2\u6237\u7aef-\u670d\u52a1\u7aef\u5230SOA\u3001SOA\u5230WEB\u3001RDBMS\u5230\u6df7\u5408\u578b\u6301\u4e45\u5316\u4e4b\u95f4\u7684\u8f6c\u6362\u90fd\u662f\u5982\u6b64\u3002\u6240\u4ee5\u53ef\u4ee5\u63a8\u65ad\u51fa\uff0c\u5728\u5c06NoSQL\u52a0\u5165\u5230\u4ed6\u4eec\u7684\u4ea7\u54c1\u51b3\u7b56\u4e0a\uff0c\u5f88\u591a\u7684\u516c\u53f8\u5728\u8fdf\u7591\u548c\u7ea0\u7ed3\u3002\u4f46\u662f\uff0c\u5927\u5bb6\u4e5f\u90fd\u77e5\u9053\uff0c\u6700\u5148\u91c7\u7528\u7684\u516c\u53f8\u4f1a\u4ece\u8fd9\u4e2a\u4e24\u4e2a\u9886\u57df\u83b7\u76ca\u5e76\u4e14\u80fd\u591f\u5feb\u901f\u96c6\u6210NoSQL\uff0c\u6240\u4ee5\u5728\u5c06\u6765\u4f1a\u5360\u636e\u66f4\u6709\u5229\u7684\u4f4d\u7f6e\u3002\u5c31\u8fd9\u4e00\u70b9\u800c\u8a00\uff0cNoSQL\u89e3\u51b3\u65b9\u6848\u4f1a\u4e00\u76f4\u5b58\u5728\u5e76\u4e14\u8bc4\u4f30\u8d77\u6765\u4f1a\u662f\u6709\u5229\u53ef\u56fe\u7684\u9886\u57df\u3002<\/li>\n<\/ol>\n<div>\n<h2><span>\u5173\u4e8e\u4f5c\u8005<\/span><\/h2>\n<p><strong><img decoding=\"async\" alt=\"\" src=\"file:\/\/\/C:\/TEMP\/enhtmlclip\/Image(2).jpg\" align=\"left\" hspace=\"3\" vspace=\"3\" \/>Prof. Dr. Stefan Edlich<\/strong>\u662f\u5fb7\u56fd\u67cf\u6797Beuth HS\u6280\u672f\uff08University of App. Sc.\uff09\u7684\u9ad8\u7ea7\u8bb2\u5e08\u3002\u4ed6\u4e3a\u8bf8\u591a\u51fa\u7248\u793e\u5982Apress\u3001OReilly\u3001Spektrum\/Elsevier\u7b49\u7f16\u5199\u4e86\u8d85\u8fc710\u672cIT\u56fe\u4e66\u3002\u4ed6\u7ef4\u62a4\u7740<a href=\"http:\/\/nosql-database.org\/\" target=\"_blank\">NoSQL Archive<\/a>\u7f51\u7ad9, \u4ece\u4e8bNoSQL\u54a8\u8be2\u5e76\u7ec4\u7ec7NoSQL\u6280\u672f\u4f1a\u8bae\uff0c\u7f16\u5199\u4e86\u4e16\u754c\u4e0a\u6700\u65e9\u7684\u4e24\u672cNoSQL\u56fe\u4e66\uff0c\u73b0\u5728\u4ed6\u70ed\u8877\u4e8eClojure\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7ecf\u8fc7\u4e86\u81f3\u5c114\u5e74\u7684\u6fc0\u70c8\u4e89\u8bba\uff0c\u73b0\u5728\u662f\u5bf9NoSQL\u7684\u73b0\u72b6\u505a\u4e00\u4e2a\u9636\u6bb5\u6027\u7ed3\u8bba\u7684\u65f6\u5019\u4e86\u3002\u56f4\u7ed5\u7740NoSQL\u53d1\u751f\u4e86\u5982\u6b64\u4e4b\u591a\u7684\u4e8b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[24,25],"class_list":["post-304","post","type-post","status-publish","format-standard","hentry","category-nosql","tag-mongodb","tag-nosql"],"_links":{"self":[{"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=\/wp\/v2\/posts\/304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=304"}],"version-history":[{"count":0,"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=\/wp\/v2\/posts\/304\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=304"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.royalwzy.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}