{"id":61525,"date":"2024-10-13T11:45:16","date_gmt":"2024-10-13T03:45:16","guid":{"rendered":"https:\/\/server.hk\/cnblog\/61525\/"},"modified":"2024-10-13T11:45:16","modified_gmt":"2024-10-13T03:45:16","slug":"hadoop%e5%ad%b8%e7%bf%92%e7%ad%86%e8%a8%98%e4%b9%8bhadoop%e7%9a%84%e4%be%86%e9%be%8d%e5%8e%bb%e8%84%88","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/61525\/","title":{"rendered":"Hadoop\u5b78\u7fd2\u7b46\u8a18\u4e4bHadoop\u7684\u4f86\u9f8d\u53bb\u8108"},"content":{"rendered":"<h1 id=\"hadoop%e5%ad%b8%e7%bf%92%e7%ad%86%e8%a8%98%e4%b9%8bhadoop%e7%9a%84%e4%be%86%e9%be%8d%e5%8e%bb%e8%84%88-rcdzGcZAam\">Hadoop\u5b78\u7fd2\u7b46\u8a18\u4e4bHadoop\u7684\u4f86\u9f8d\u53bb\u8108<\/h1>\n<p>\u5728\u7576\u4eca\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\uff0cHadoop\u4f5c\u70ba\u4e00\u500b\u958b\u6e90\u7684\u5206\u4f48\u5f0f\u8a08\u7b97\u6846\u67b6\uff0c\u5df2\u7d93\u6210\u70ba\u8655\u7406\u5927\u6578\u64da\u7684\u6838\u5fc3\u6280\u8853\u4e4b\u4e00\u3002\u672c\u6587\u5c07\u6df1\u5165\u63a2\u8a0eHadoop\u7684\u6b77\u53f2\u80cc\u666f\u3001\u67b6\u69cb\u7d44\u6210\u53ca\u5176\u5728\u5927\u6578\u64da\u8655\u7406\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/p>\n<h2 id=\"hadoop%e7%9a%84%e6%ad%b7%e5%8f%b2%e8%83%8c%e6%99%af-rcdzGcZAam\">Hadoop\u7684\u6b77\u53f2\u80cc\u666f<\/h2>\n<p>Hadoop\u7684\u8a95\u751f\u53ef\u4ee5\u8ffd\u6eaf\u52302005\u5e74\uff0c\u7576\u6642\u7531Doug Cutting\u548cMike Cafarella\u5728Apache\u8edf\u4ef6\u57fa\u91d1\u6703\u7684\u652f\u6301\u4e0b\u958b\u767c\u3002\u6700\u521d\uff0cHadoop\u7684\u9748\u611f\u4f86\u81ea\u65bcGoogle\u7684MapReduce\u548cGoogle File System\uff08GFS\uff09\u6280\u8853\u3002\u9019\u4e9b\u6280\u8853\u7684\u6210\u529f\u4f7f\u5f97Hadoop\u80fd\u5920\u5728\u5927\u898f\u6a21\u6578\u64da\u8655\u7406\u4e0a\u5c55\u73fe\u51fa\u5f37\u5927\u7684\u80fd\u529b\u3002<\/p>\n<p>2006\u5e74\uff0cHadoop\u88abApache\u57fa\u91d1\u6703\u6b63\u5f0f\u63a5\u7d0d\u70ba\u4e00\u500b\u9802\u7d1a\u9805\u76ee\uff0c\u4e26\u8fc5\u901f\u5438\u5f15\u4e86\u5927\u91cf\u7684\u958b\u767c\u8005\u548c\u4f01\u696d\u7684\u95dc\u6ce8\u3002\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0cHadoop\u7684\u751f\u614b\u7cfb\u7d71\u9010\u6f38\u64f4\u5c55\uff0c\u5f62\u6210\u4e86\u5305\u62ecHDFS\u3001YARN\u3001MapReduce\u7b49\u591a\u500b\u7d44\u4ef6\u7684\u5b8c\u6574\u67b6\u69cb\u3002<\/p>\n<h2 id=\"hadoop%e7%9a%84%e6%9e%b6%e6%a7%8b%e7%b5%84%e6%88%90-rcdzGcZAam\">Hadoop\u7684\u67b6\u69cb\u7d44\u6210<\/h2>\n<p>Hadoop\u7684\u67b6\u69cb\u4e3b\u8981\u7531\u4ee5\u4e0b\u5e7e\u500b\u6838\u5fc3\u7d44\u4ef6\u7d44\u6210\uff1a<\/p>\n<ul>\n<li><strong>Hadoop Distributed File System (HDFS)<\/strong>: HDFS\u662f\u4e00\u500b\u5206\u4f48\u5f0f\u6587\u4ef6\u7cfb\u7d71\uff0c\u5c08\u70ba\u5927\u6578\u64da\u5b58\u5132\u800c\u8a2d\u8a08\u3002\u5b83\u80fd\u5920\u5c07\u6578\u64da\u5206\u6563\u5b58\u5132\u5728\u591a\u500b\u7bc0\u9ede\u4e0a\uff0c\u4e26\u63d0\u4f9b\u9ad8\u5bb9\u932f\u6027\u548c\u9ad8\u541e\u5410\u91cf\u3002<\/li>\n<li><strong>MapReduce<\/strong>: MapReduce\u662f\u4e00\u7a2e\u7de8\u7a0b\u6a21\u578b\uff0c\u7528\u65bc\u8655\u7406\u548c\u751f\u6210\u5927\u6578\u64da\u96c6\u3002\u5b83\u5c07\u6578\u64da\u8655\u7406\u904e\u7a0b\u5206\u70ba\u5169\u500b\u968e\u6bb5\uff1aMap\u968e\u6bb5\u548cReduce\u968e\u6bb5\uff0c\u5f9e\u800c\u5be6\u73fe\u4e26\u884c\u8a08\u7b97\u3002<\/li>\n<li><strong>Yet Another Resource Negotiator (YARN)<\/strong>: YARN\u662fHadoop\u7684\u8cc7\u6e90\u7ba1\u7406\u5c64\uff0c\u8ca0\u8cac\u7ba1\u7406\u548c\u8abf\u5ea6\u96c6\u7fa4\u4e2d\u7684\u8a08\u7b97\u8cc7\u6e90\u3002\u5b83\u5141\u8a31\u591a\u500b\u6578\u64da\u8655\u7406\u6846\u67b6\u5728\u540c\u4e00\u96c6\u7fa4\u4e0a\u904b\u884c\uff0c\u63d0\u9ad8\u4e86\u8cc7\u6e90\u7684\u5229\u7528\u7387\u3002<\/li>\n<\/ul>\n<h2 id=\"hadoop%e7%9a%84%e6%87%89%e7%94%a8%e5%a0%b4%e6%99%af-rcdzGcZAam\">Hadoop\u7684\u61c9\u7528\u5834\u666f<\/h2>\n<p>Hadoop\u7684\u9748\u6d3b\u6027\u548c\u53ef\u64f4\u5c55\u6027\u4f7f\u5176\u5728\u591a\u500b\u884c\u696d\u4e2d\u5f97\u5230\u4e86\u5ee3\u6cdb\u61c9\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5178\u578b\u7684\u61c9\u7528\u5834\u666f\uff1a<\/p>\n<ul>\n<li><strong>\u6578\u64da\u5b58\u5132\u8207\u5206\u6790<\/strong>: \u8a31\u591a\u4f01\u696d\u4f7f\u7528Hadoop\u4f86\u5b58\u5132\u548c\u5206\u6790\u6d77\u91cf\u7684\u6578\u64da\uff0c\u4f8b\u5982\u793e\u4ea4\u5a92\u9ad4\u6578\u64da\u3001\u4ea4\u6613\u6578\u64da\u7b49\u3002<\/li>\n<li><strong>\u6a5f\u5668\u5b78\u7fd2<\/strong>: Hadoop\u7684\u751f\u614b\u7cfb\u7d71\u4e2d\u6709\u8a31\u591a\u5de5\u5177\uff08\u5982Apache Mahout\uff09\u5c08\u9580\u7528\u65bc\u6a5f\u5668\u5b78\u7fd2\uff0c\u5e6b\u52a9\u4f01\u696d\u5f9e\u6578\u64da\u4e2d\u63d0\u53d6\u6709\u50f9\u503c\u7684\u6d1e\u5bdf\u3002<\/li>\n<li><strong>\u6578\u64da\u6316\u6398<\/strong>: \u901a\u904eHadoop\uff0c\u4f01\u696d\u53ef\u4ee5\u9032\u884c\u6578\u64da\u6316\u6398\uff0c\u767c\u73fe\u6f5b\u5728\u7684\u5546\u696d\u6a5f\u6703\u548c\u5ba2\u6236\u884c\u70ba\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n<h2 id=\"hadoop%e7%9a%84%e6%9c%aa%e4%be%86%e7%99%bc%e5%b1%95-rcdzGcZAam\">Hadoop\u7684\u672a\u4f86\u767c\u5c55<\/h2>\n<p>\u96a8\u8457\u5927\u6578\u64da\u6280\u8853\u7684\u5feb\u901f\u767c\u5c55\uff0cHadoop\u4e5f\u5728\u4e0d\u65b7\u6f14\u9032\u3002\u65b0\u6280\u8853\u7684\u51fa\u73fe\uff0c\u5982Apache Spark\u548cKubernetes\uff0c\u6b63\u5728\u6539\u8b8a\u6578\u64da\u8655\u7406\u7684\u65b9\u5f0f\u3002\u5118\u7ba1\u5982\u6b64\uff0cHadoop\u4ecd\u7136\u662f\u5927\u6578\u64da\u8655\u7406\u7684\u57fa\u77f3\uff0c\u4e26\u5c07\u5728\u672a\u4f86\u7684\u6578\u64da\u751f\u614b\u7cfb\u7d71\u4e2d\u7e7c\u7e8c\u767c\u63ee\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<h2 id=\"%e7%b8%bd%e7%b5%90-rcdzGcZAam\">\u7e3d\u7d50<\/h2>\n<p>Hadoop\u4f5c\u70ba\u4e00\u500b\u5f37\u5927\u7684\u5927\u6578\u64da\u8655\u7406\u6846\u67b6\uff0c\u5df2\u7d93\u5728\u591a\u500b\u884c\u696d\u4e2d\u5f97\u5230\u4e86\u5ee3\u6cdb\u61c9\u7528\u3002\u5176\u5206\u4f48\u5f0f\u67b6\u69cb\u548c\u9748\u6d3b\u6027\u4f7f\u5f97\u4f01\u696d\u80fd\u5920\u9ad8\u6548\u5730\u8655\u7406\u548c\u5206\u6790\u6d77\u91cf\u6578\u64da\u3002\u96a8\u8457\u6280\u8853\u7684\u9032\u6b65\uff0cHadoop\u7684\u751f\u614b\u7cfb\u7d71\u4e5f\u5728\u4e0d\u65b7\u64f4\u5c55\uff0c\u672a\u4f86\u5c07\u7e7c\u7e8c\u5728\u5927\u6578\u64da\u9818\u57df\u4e2d\u4f54\u64da\u91cd\u8981\u5730\u4f4d\u3002\u5982\u679c\u60a8\u5c0d\u65bc\u5982\u4f55\u5728\u9999\u6e2f\u4f7f\u7528<a href=\"https:\/\/server.hk\">VPS<\/a>\u4f86\u90e8\u7f72Hadoop\u611f\u8208\u8da3\uff0c\u6b61\u8fce\u8a2a\u554f\u6211\u5011\u7684\u7db2\u7ad9\u4ee5\u7372\u53d6\u66f4\u591a\u8cc7\u8a0a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63a2\u7d22Hadoop\u7684\u6b77\u53f2\u8207\u767c\u5c55\uff0c\u6df1\u5165\u4e86\u89e3\u5176\u67b6\u69cb\u3001\u529f\u80fd\u53ca\u5728\u5927\u6578\u64da\u8655\u7406\u4e2d\u7684\u91cd\u8981\u6027\uff0c\u52a9\u4f60\u638c\u63e1Hadoop\u5b78\u7fd2\u7cbe\u9ad3\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-61525","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/61525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=61525"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/61525\/revisions"}],"predecessor-version":[{"id":61526,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/61525\/revisions\/61526"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=61525"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=61525"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=61525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}