{"id":161069,"date":"2024-11-04T03:21:27","date_gmt":"2024-11-03T19:21:27","guid":{"rendered":"https:\/\/server.hk\/cnblog\/161069\/"},"modified":"2024-11-04T03:21:28","modified_gmt":"2024-11-03T19:21:28","slug":"%e7%81%ab%e4%ba%86%e5%8d%81%e5%b9%b4%ef%bc%8c%e5%85%a9%e8%90%ac%e5%ad%97%e8%81%8a%e8%81%8a%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e7%99%bc%e5%b1%95%e5%8f%b2","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/161069\/","title":{"rendered":"\u706b\u4e86\u5341\u5e74\uff0c\u5169\u842c\u5b57\u804a\u804a\u6578\u64da\u6e56\u7684\u767c\u5c55\u53f2"},"content":{"rendered":"<h1 id=\"%e7%81%ab%e4%ba%86%e5%8d%81%e5%b9%b4%ef%bc%8c%e5%85%a9%e8%90%ac%e5%ad%97%e8%81%8a%e8%81%8a%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e7%99%bc%e5%b1%95%e5%8f%b2-TBndCvYSdv\">\u706b\u4e86\u5341\u5e74\uff0c\u5169\u842c\u5b57\u804a\u804a\u6578\u64da\u6e56\u7684\u767c\u5c55\u53f2<\/h1>\n<p>\u6578\u64da\u6e56\uff08Data Lake\uff09\u4f5c\u70ba\u4e00\u7a2e\u65b0\u8208\u7684\u6578\u64da\u5b58\u5132\u548c\u7ba1\u7406\u67b6\u69cb\uff0c\u8fd1\u5341\u5e74\u4f86\u5728\u6578\u64da\u79d1\u5b78\u548c\u5927\u6578\u64da\u9818\u57df\u4e2d\u8fc5\u901f\u5d1b\u8d77\u3002\u5b83\u7684\u51fa\u73fe\u4e0d\u50c5\u6539\u8b8a\u4e86\u4f01\u696d\u5c0d\u6578\u64da\u7684\u5b58\u5132\u65b9\u5f0f\uff0c\u4e5f\u5f71\u97ff\u4e86\u6578\u64da\u5206\u6790\u548c\u8655\u7406\u7684\u6574\u9ad4\u7b56\u7565\u3002\u672c\u6587\u5c07\u6df1\u5165\u63a2\u8a0e\u6578\u64da\u6e56\u7684\u767c\u5c55\u6b77\u7a0b\u3001\u6280\u8853\u6f14\u9032\u53ca\u5176\u5728\u7576\u524d\u6578\u64da\u751f\u614b\u7cfb\u7d71\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/p>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e8%b5%b7%e6%ba%90-TBndCvYSdv\">\u6578\u64da\u6e56\u7684\u8d77\u6e90<\/h2>\n<p>\u6578\u64da\u6e56\u7684\u6982\u5ff5\u6700\u65e9\u51fa\u73fe\u57282010\u5e74\u524d\u5f8c\uff0c\u96a8\u8457\u5927\u6578\u64da\u6280\u8853\u7684\u8208\u8d77\uff0c\u4f01\u696d\u9762\u81e8\u8457\u5982\u4f55\u6709\u6548\u5b58\u5132\u548c\u7ba1\u7406\u6d77\u91cf\u6578\u64da\u7684\u6311\u6230\u3002\u50b3\u7d71\u7684\u6578\u64da\u5eab\u7cfb\u7d71\uff08\u5982\u95dc\u4fc2\u578b\u6578\u64da\u5eab\uff09\u5728\u8655\u7406\u7d50\u69cb\u5316\u6578\u64da\u65b9\u9762\u8868\u73fe\u826f\u597d\uff0c\u4f46\u5c0d\u65bc\u975e\u7d50\u69cb\u5316\u6578\u64da\uff08\u5982\u6587\u672c\u3001\u5716\u50cf\u548c\u8996\u983b\uff09\u5247\u986f\u5f97\u529b\u4e0d\u5f9e\u5fc3\u3002\u6578\u64da\u6e56\u7684\u51fa\u73fe\u6b63\u662f\u70ba\u4e86\u89e3\u6c7a\u9019\u4e00\u554f\u984c\u3002<\/p>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e7%89%b9%e9%bb%9e-TBndCvYSdv\">\u6578\u64da\u6e56\u7684\u7279\u9ede<\/h2>\n<ul>\n<li><strong>\u9748\u6d3b\u6027\uff1a<\/strong>\u6578\u64da\u6e56\u5141\u8a31\u7528\u6236\u4ee5\u539f\u59cb\u683c\u5f0f\u5b58\u5132\u6578\u64da\uff0c\u7121\u9700\u9810\u5148\u5b9a\u7fa9\u6578\u64da\u7d50\u69cb\uff0c\u9019\u4f7f\u5f97\u6578\u64da\u7684\u63a5\u5165\u8b8a\u5f97\u66f4\u52a0\u9748\u6d3b\u3002<\/li>\n<li><strong>\u53ef\u64f4\u5c55\u6027\uff1a<\/strong>\u96a8\u8457\u6578\u64da\u91cf\u7684\u589e\u9577\uff0c\u6578\u64da\u6e56\u53ef\u4ee5\u8f15\u9b06\u64f4\u5c55\uff0c\u652f\u6301PB\u7d1a\u5225\u7684\u6578\u64da\u5b58\u5132\u3002<\/li>\n<li><strong>\u591a\u6a23\u6027\uff1a<\/strong>\u6578\u64da\u6e56\u652f\u6301\u5404\u7a2e\u6578\u64da\u985e\u578b\uff0c\u5305\u62ec\u7d50\u69cb\u5316\u3001\u534a\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u6578\u64da\uff0c\u9019\u4f7f\u5f97\u4f01\u696d\u80fd\u5920\u6574\u5408\u4f86\u81ea\u4e0d\u540c\u4f86\u6e90\u7684\u6578\u64da\u3002<\/li>\n<\/ul>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e6%8a%80%e8%a1%93%e6%bc%94%e9%80%b2-TBndCvYSdv\">\u6578\u64da\u6e56\u7684\u6280\u8853\u6f14\u9032<\/h2>\n<p>\u96a8\u8457\u6280\u8853\u7684\u767c\u5c55\uff0c\u6578\u64da\u6e56\u7684\u67b6\u69cb\u548c\u5de5\u5177\u4e5f\u5728\u4e0d\u65b7\u6f14\u9032\u3002\u6700\u521d\uff0c\u6578\u64da\u6e56\u4e3b\u8981\u4f9d\u8cf4\u65bcHadoop\u751f\u614b\u7cfb\u7d71\uff0c\u4f7f\u7528HDFS\uff08Hadoop Distributed File System\uff09\u4f5c\u70ba\u5b58\u5132\u5c64\u3002\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0c\u8a31\u591a\u65b0\u6280\u8853\u76f8\u7e7c\u51fa\u73fe\uff0c\u9032\u4e00\u6b65\u8c50\u5bcc\u4e86\u6578\u64da\u6e56\u7684\u529f\u80fd\u3002<\/p>\n<h3 id=\"1-apache-spark-TBndCvYSdv\">1. Apache Spark<\/h3>\n<p>Apache Spark\u7684\u51fa\u73fe\u4f7f\u5f97\u6578\u64da\u6e56\u7684\u6578\u64da\u8655\u7406\u80fd\u529b\u5927\u5e45\u63d0\u5347\u3002Spark\u63d0\u4f9b\u4e86\u5feb\u901f\u7684\u6578\u64da\u8655\u7406\u5f15\u64ce\uff0c\u652f\u6301\u6279\u8655\u7406\u548c\u6d41\u8655\u7406\uff0c\u4e26\u4e14\u80fd\u5920\u8207Hadoop\u7121\u7e2b\u96c6\u6210\uff0c\u9019\u4f7f\u5f97\u7528\u6236\u80fd\u5920\u66f4\u9ad8\u6548\u5730\u5206\u6790\u5b58\u5132\u5728\u6578\u64da\u6e56\u4e2d\u7684\u6578\u64da\u3002<\/p>\n<h3 id=\"2-%e9%9b%b2%e8%a8%88%e7%ae%97%e7%9a%84%e5%b4%9b%e8%b5%b7-TBndCvYSdv\">2. \u96f2\u8a08\u7b97\u7684\u5d1b\u8d77<\/h3>\n<p>\u96a8\u8457\u96f2\u8a08\u7b97\u6280\u8853\u7684\u666e\u53ca\uff0c\u8a31\u591a\u4f01\u696d\u958b\u59cb\u5c07\u6578\u64da\u6e56\u90e8\u7f72\u5728\u96f2\u7aef\u3002AWS S3\u3001Google Cloud Storage\u548cAzure Blob Storage\u7b49\u96f2\u5b58\u5132\u670d\u52d9\u63d0\u4f9b\u4e86\u9ad8\u53ef\u7528\u6027\u548c\u53ef\u64f4\u5c55\u6027\uff0c\u9032\u4e00\u6b65\u964d\u4f4e\u4e86\u4f01\u696d\u7684\u57fa\u790e\u8a2d\u65bd\u6210\u672c\u3002<\/p>\n<h3 id=\"3-%e6%95%b8%e6%93%9a%e6%b2%bb%e7%90%86%e8%88%87%e5%ae%89%e5%85%a8%e6%80%a7-TBndCvYSdv\">3. \u6578\u64da\u6cbb\u7406\u8207\u5b89\u5168\u6027<\/h3>\n<p>\u96a8\u8457\u6578\u64da\u6e56\u7684\u666e\u53ca\uff0c\u6578\u64da\u6cbb\u7406\u548c\u5b89\u5168\u6027\u554f\u984c\u4e5f\u9010\u6f38\u53d7\u5230\u91cd\u8996\u3002\u8a31\u591a\u4f01\u696d\u958b\u59cb\u63a1\u7528\u6578\u64da\u6cbb\u7406\u5de5\u5177\uff0c\u5982Apache Atlas\u548cAWS Lake Formation\uff0c\u4ee5\u78ba\u4fdd\u6578\u64da\u7684\u8cea\u91cf\u548c\u5408\u898f\u6027\u3002<\/p>\n<h2 id=\"%e6%95%b8%e6%93%9a%e6%b9%96%e7%9a%84%e6%87%89%e7%94%a8%e5%a0%b4%e6%99%af-TBndCvYSdv\">\u6578\u64da\u6e56\u7684\u61c9\u7528\u5834\u666f<\/h2>\n<p>\u6578\u64da\u6e56\u5728\u5404\u884c\u5404\u696d\u4e2d\u90fd\u6709\u5ee3\u6cdb\u7684\u61c9\u7528\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5178\u578b\u7684\u61c9\u7528\u5834\u666f\uff1a<\/p>\n<ul>\n<li><strong>\u91d1\u878d\u884c\u696d\uff1a<\/strong>\u91d1\u878d\u6a5f\u69cb\u5229\u7528\u6578\u64da\u6e56\u6574\u5408\u5ba2\u6236\u6578\u64da\u3001\u4ea4\u6613\u6578\u64da\u548c\u5e02\u5834\u6578\u64da\uff0c\u4ee5\u9032\u884c\u98a8\u96aa\u7ba1\u7406\u548c\u6b3a\u8a50\u6aa2\u6e2c\u3002<\/li>\n<li><strong>\u96f6\u552e\u884c\u696d\uff1a<\/strong>\u96f6\u552e\u5546\u901a\u904e\u6578\u64da\u6e56\u5206\u6790\u9867\u5ba2\u884c\u70ba\uff0c\u512a\u5316\u5eab\u5b58\u7ba1\u7406\u548c\u500b\u6027\u5316\u71df\u92b7\u7b56\u7565\u3002<\/li>\n<li><strong>\u91ab\u7642\u884c\u696d\uff1a<\/strong>\u91ab\u7642\u6a5f\u69cb\u5229\u7528\u6578\u64da\u6e56\u6574\u5408\u75c5\u6b77\u6578\u64da\u3001\u57fa\u56e0\u7d44\u6578\u64da\u548c\u81e8\u5e8a\u8a66\u9a57\u6578\u64da\uff0c\u4ee5\u4fc3\u9032\u7cbe\u6e96\u91ab\u7642\u7684\u767c\u5c55\u3002<\/li>\n<\/ul>\n<h2 id=\"%e6%9c%aa%e4%be%86%e5%b1%95%e6%9c%9b-TBndCvYSdv\">\u672a\u4f86\u5c55\u671b<\/h2>\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u80fd\u548c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u9032\u4e00\u6b65\u767c\u5c55\uff0c\u6578\u64da\u6e56\u7684\u61c9\u7528\u5c07\u66f4\u52a0\u5ee3\u6cdb\u3002\u672a\u4f86\uff0c\u6578\u64da\u6e56\u5c07\u4e0d\u50c5\u50c5\u662f\u6578\u64da\u5b58\u5132\u7684\u5834\u6240\uff0c\u66f4\u5c07\u6210\u70ba\u4f01\u696d\u6578\u64da\u9a45\u52d5\u6c7a\u7b56\u7684\u91cd\u8981\u57fa\u790e\u3002\u96a8\u8457\u6280\u8853\u7684\u9032\u6b65\uff0c\u6578\u64da\u6e56\u7684\u6027\u80fd\u548c\u5b89\u5168\u6027\u4e5f\u5c07\u4e0d\u65b7\u63d0\u5347\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u66f4\u5f37\u5927\u7684\u6578\u64da\u652f\u6301\u3002<\/p>\n<h2 id=\"%e7%b8%bd%e7%b5%90-TBndCvYSdv\">\u7e3d\u7d50<\/h2>\n<p>\u6578\u64da\u6e56\u7684\u767c\u5c55\u6b77\u7a0b\u53cd\u6620\u4e86\u6578\u64da\u7ba1\u7406\u6280\u8853\u7684\u6f14\u8b8a\uff0c\u5f9e\u6700\u521d\u7684Hadoop\u751f\u614b\u7cfb\u7d71\u5230\u5982\u4eca\u7684\u96f2\u8a08\u7b97\u548c\u6578\u64da\u6cbb\u7406\u5de5\u5177\uff0c\u6578\u64da\u6e56\u5df2\u7d93\u6210\u70ba\u4f01\u696d\u6578\u64da\u6230\u7565\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u96a8\u8457\u6578\u64da\u91cf\u7684\u6301\u7e8c\u589e\u9577\u548c\u6280\u8853\u7684\u9032\u6b65\uff0c\u6578\u64da\u6e56\u7684\u672a\u4f86\u5145\u6eff\u4e86\u7121\u9650\u53ef\u80fd\u3002\u5c0d\u65bc\u5e0c\u671b\u5728\u6578\u64da\u9a45\u52d5\u7684\u6642\u4ee3\u4e2d\u4fdd\u6301\u7af6\u722d\u529b\u7684\u4f01\u696d\u4f86\u8aaa\uff0c\u7406\u89e3\u548c\u5229\u7528\u6578\u64da\u6e56\u7684\u6f5b\u529b\u5c07\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002<\/p>\n<p>\u5982\u9700\u4e86\u89e3\u66f4\u591a\u95dc\u65bc <a href=\"https:\/\/server.hk\">\u9999\u6e2fVPS<\/a> \u548c\u5176\u4ed6\u96f2\u670d\u52d9\u7684\u8cc7\u8a0a\uff0c\u8acb\u8a2a\u554f\u6211\u5011\u7684\u7db2\u7ad9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u63a2\u7d22\u6578\u64da\u6e56\u7684\u5341\u5e74\u767c\u5c55\u6b77\u7a0b\uff0c\u6df1\u5165\u5206\u6790\u5176\u6f14\u8b8a\u8207\u5f71\u97ff\uff0c\u7e3d\u7d50\u5169\u842c\u5b57\u7684\u7cbe\u83ef\u8207\u6d1e\u898b\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-161069","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/161069","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"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=161069"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/161069\/revisions"}],"predecessor-version":[{"id":161070,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/161069\/revisions\/161070"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=161069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=161069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=161069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}