{"id":767185,"date":"2024-07-25T21:16:53","date_gmt":"2024-07-25T13:16:53","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/767185.html"},"modified":"2024-07-25T21:16:55","modified_gmt":"2024-07-25T13:16:55","slug":"%e6%8e%a8%e7%89%b9%e7%9a%84%e4%ba%a7%e5%93%81%e7%a0%94%e5%8f%91%e6%9c%89%e5%93%aa%e4%ba%9b%e8%bd%af%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/767185.html","title":{"rendered":"\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u6709\u54ea\u4e9b\u8f6f\u4ef6"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25094744\/8d85661b-5e5d-462d-b5d8-6a1102bdc26b.webp\" alt=\"\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u6709\u54ea\u4e9b\u8f6f\u4ef6\" \/><\/p>\n<p><p><strong>\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u6709\u54ea\u4e9b\u8f6f\u4ef6<\/strong><\/p>\n<\/p>\n<p><p>\u63a8\u7279\uff08Twitter\uff09\u5728\u5176\u4ea7\u54c1\u7814\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u4f7f\u7528\u4e86\u591a\u79cd\u8f6f\u4ef6\u548c\u5de5\u5177\u6765\u786e\u4fdd\u5176\u5e73\u53f0\u7684\u9ad8\u6548\u3001\u7a33\u5b9a\u548c\u521b\u65b0\u3002<strong>\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u7f16\u7a0b\u8bed\u8a00\u3001\u6846\u67b6\u3001\u6570\u636e\u5e93\u7ba1\u7406\u5de5\u5177\u3001\u534f\u4f5c\u5de5\u5177\u3001\u76d1\u63a7\u548c\u5206\u6790\u5de5\u5177<\/strong>\u3002\u8fd9\u4e9b\u5de5\u5177\u5404\u81ea\u627f\u62c5\u7740\u4e0d\u540c\u7684\u529f\u80fd\uff0c\u534f\u540c\u5de5\u4f5c\u4ee5\u652f\u6301\u63a8\u7279\u7684\u5168\u9762\u5f00\u53d1\u4e0e\u8fd0\u8425\u3002\u4ee5\u4e0b\uff0c\u6211\u4eec\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u4e00\u79cd\u5de5\u5177\uff1a\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<\/p>\n<p><p><strong>\u7f16\u7a0b\u8bed\u8a00<\/strong>\u662f\u63a8\u7279\u7814\u53d1\u8fc7\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u63a8\u7279\u4e3b\u8981\u4f7f\u7528Scala\u3001Java\u3001Ruby\u3001Python\u7b49\u7f16\u7a0b\u8bed\u8a00\u3002\u5176\u4e2d\uff0c<strong>Scala<\/strong>\u5728\u63a8\u7279\u7684\u540e\u53f0\u7cfb\u7edf\u4e2d\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272\u3002\u8fd9\u79cd\u8bed\u8a00\u517c\u5177\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u548c\u51fd\u6570\u5f0f\u7f16\u7a0b\u7684\u7279\u6027\uff0c\u80fd\u591f\u63d0\u5347\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u3002Scala\u5728\u63a8\u7279\u7684\u8bb8\u591a\u5173\u952e\u7cfb\u7edf\u4e2d\u4f7f\u7528\uff0c\u4f8b\u5982\u5b9e\u65f6\u6570\u636e\u5904\u7406\u3001\u6d88\u606f\u961f\u5217\u548c\u5206\u5e03\u5f0f\u8ba1\u7b97\u7b49\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u7f16\u7a0b\u8bed\u8a00<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u540e\u53f0\u7cfb\u7edf\u548c\u670d\u52a1\u4e3b\u8981\u4f9d\u9760\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u8fd9\u4e9b\u8bed\u8a00\u5404\u81ea\u6709\u5176\u4f18\u70b9\u548c\u9002\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Scala<\/h4>\n<\/p>\n<p><p>Scala\u662f\u63a8\u7279\u540e\u53f0\u7cfb\u7edf\u7684\u6838\u5fc3\u7f16\u7a0b\u8bed\u8a00\u4e4b\u4e00\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6548\u7684\u5e76\u53d1\u5904\u7406<\/strong>\uff1aScala\u7684Actor\u6a21\u578b\uff08\u5982Akka\uff09\u4f7f\u5f97\u5e76\u53d1\u5904\u7406\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u548c\u9ad8\u6548\u3002<\/li>\n<li><strong>\u51fd\u6570\u5f0f\u7f16\u7a0b\u7279\u6027<\/strong>\uff1aScala\u652f\u6301\u51fd\u6570\u5f0f\u7f16\u7a0b\uff0c\u8fd9\u4f7f\u5f97\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u548c\u6613\u4e8e\u6d4b\u8bd5\u3002<\/li>\n<li><strong>\u4e0eJava\u517c\u5bb9<\/strong>\uff1aScala\u53ef\u4ee5\u4e0eJava\u65e0\u7f1d\u96c6\u6210\uff0c\u5229\u7528\u73b0\u6709\u7684Java\u5e93\u548c\u6846\u67b6\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u4f7f\u7528Scala\u6765\u5904\u7406\u5b9e\u65f6\u6570\u636e\u6d41\uff0c\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u5e76\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Java<\/h4>\n<\/p>\n<p><p>Java\u5728\u63a8\u7279\u7684\u5f00\u53d1\u4e2d\u540c\u6837\u5360\u6709\u91cd\u8981\u5730\u4f4d\u3002\u4e3b\u8981\u5e94\u7528\u5728\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u540e\u53f0\u670d\u52a1<\/strong>\uff1aJava\u7684\u7a33\u5b9a\u6027\u548c\u8de8\u5e73\u53f0\u7279\u6027\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u540e\u53f0\u670d\u52a1\u7684\u7406\u60f3\u9009\u62e9\u3002<\/li>\n<li><strong>\u5927\u6570\u636e\u5904\u7406<\/strong>\uff1aJava\u5728\u5927\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u65b9\u9762\u6709\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301\uff0c\u5982Hadoop\u548cSpark\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Java\u7684\u5f3a\u5927\u751f\u6001\u7cfb\u7edf\u548c\u6210\u719f\u7684\u5de5\u5177\u94fe\uff0c\u5f00\u53d1\u548c\u7ef4\u62a4\u5176\u5e9e\u5927\u7684\u670d\u52a1\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<\/p>\n<p><h4>3\u3001Ruby<\/h4>\n<\/p>\n<p><p>\u63a8\u7279\u6700\u521d\u662f\u7528Ruby on R<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>ls\u6846\u67b6\u5f00\u53d1\u7684\uff0c\u8fd9\u4e3a\u5176\u5feb\u901f\u6210\u957f\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u867d\u7136\u5728\u540e\u671f\u63a8\u7279\u9010\u6e10\u8f6c\u5411\u5176\u4ed6\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u4f46Ruby\u4ecd\u7136\u5728\u67d0\u4e9b\u65b9\u9762\u53d1\u6325\u4f5c\u7528\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/strong>\uff1aRuby on Rails\u6846\u67b6\u4f7f\u5f97\u5feb\u901f\u539f\u578b\u5f00\u53d1\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<li><strong>\u5185\u90e8\u5de5\u5177\u548c\u811a\u672c<\/strong>\uff1aRuby\u7684\u7b80\u6d01\u8bed\u6cd5\u548c\u5f3a\u5927\u5e93\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u5185\u90e8\u5de5\u5177\u548c\u811a\u672c\u7684\u9996\u9009\u3002<\/li>\n<\/ol>\n<p><p>Ruby\u7684\u7075\u6d3b\u6027\u548c\u9ad8\u6548\u6027\u5728\u63a8\u7279\u7684\u65e9\u671f\u5f00\u53d1\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\uff0c\u5e76\u7ee7\u7eed\u5728\u67d0\u4e9b\u7279\u5b9a\u573a\u666f\u4e2d\u4f7f\u7528\u3002<\/p>\n<\/p>\n<p><h4>4\u3001Python<\/h4>\n<\/p>\n<p><p>Python\u5728\u63a8\u7279\u7684\u7814\u53d1\u4e2d\u4e3b\u8981\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3002\u5176\u4e3b\u8981\u5e94\u7528\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u6570\u636e\u5206\u6790<\/strong>\uff1aPython\u7684pandas\u3001numpy\u7b49\u5e93\u975e\u5e38\u9002\u5408\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002<\/li>\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1aPython\u7684scikit-learn\u3001TensorFlow\u7b49\u5e93\u4f7f\u5f97\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5f00\u53d1\u548c\u8bad\u7ec3\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<\/ol>\n<p><p>Python\u7684\u7b80\u6d01\u8bed\u6cd5\u548c\u5f3a\u5927\u5e93\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u9996\u9009\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u6846\u67b6<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u5728\u7814\u53d1\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u4e86\u591a\u79cd\u6846\u67b6\u6765\u63d0\u5347\u5f00\u53d1\u6548\u7387\u548c\u7cfb\u7edf\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Finagle<\/h4>\n<\/p>\n<p><p>Finagle\u662f\u63a8\u7279\u5f00\u53d1\u7684\u7528\u4e8e\u6784\u5efa\u5f02\u6b65RPC\u7cfb\u7edf\u7684\u6846\u67b6\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u5e76\u53d1<\/strong>\uff1aFinagle\u652f\u6301\u9ad8\u5e76\u53d1\u8bf7\u6c42\u5904\u7406\uff0c\u9002\u7528\u4e8e\u63a8\u7279\u8fd9\u79cd\u9ad8\u6d41\u91cf\u5e73\u53f0\u3002<\/li>\n<li><strong>\u6a21\u5757\u5316<\/strong>\uff1aFinagle\u7684\u6a21\u5757\u5316\u8bbe\u8ba1\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u6a21\u5757\u8fdb\u884c\u5f00\u53d1\u3002<\/li>\n<li><strong>\u5e7f\u6cdb\u5e94\u7528<\/strong>\uff1aFinagle\u5728\u63a8\u7279\u7684\u8bb8\u591a\u5173\u952e\u670d\u52a1\u4e2d\u4f7f\u7528\uff0c\u5982\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548c\u6d88\u606f\u961f\u5217\u3002<\/li>\n<\/ol>\n<p><p>Finagle\u7684\u9ad8\u6548\u6027\u548c\u7075\u6d3b\u6027\uff0c\u4f7f\u5f97\u63a8\u7279\u80fd\u591f\u5feb\u901f\u5e94\u5bf9\u4e0d\u65ad\u589e\u957f\u7684\u7528\u6237\u9700\u6c42\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Scalding<\/h4>\n<\/p>\n<p><p>Scalding\u662f\u63a8\u7279\u5f00\u53d1\u7684\u57fa\u4e8eScala\u7684MapReduce\u6846\u67b6\uff0c\u4e3b\u8981\u7528\u4e8e\u5927\u6570\u636e\u5904\u7406\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u7b80\u6d01\u8bed\u6cd5<\/strong>\uff1aScalding\u7684API\u8bbe\u8ba1\u7b80\u6d01\uff0c\u4f7f\u5f97\u7f16\u5199MapReduce\u4efb\u52a1\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<li><strong>\u9ad8\u6548\u6267\u884c<\/strong>\uff1aScalding\u80fd\u591f\u9ad8\u6548\u6267\u884c\u5927\u6570\u636e\u5904\u7406\u4efb\u52a1\uff0c\u9002\u7528\u4e8e\u63a8\u7279\u7684\u6d77\u91cf\u6570\u636e\u5904\u7406\u9700\u6c42\u3002<\/li>\n<\/ol>\n<p><p>Scalding\u7684\u7b80\u6d01\u6027\u548c\u9ad8\u6548\u6027\uff0c\u4f7f\u5f97\u63a8\u7279\u7684\u6570\u636e\u5904\u7406\u4efb\u52a1\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u548c\u53ef\u9760\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u6570\u636e\u5e93\u7ba1\u7406\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u4f7f\u7528\u591a\u79cd\u6570\u636e\u5e93\u7ba1\u7406\u5de5\u5177\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u6d77\u91cf\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h4>1\u3001MySQL<\/h4>\n<\/p>\n<p><p>MySQL\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6027\u80fd<\/strong>\uff1aMySQL\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u9002\u7528\u4e8e\u63a8\u7279\u7684\u9ad8\u5e76\u53d1\u9700\u6c42\u3002<\/li>\n<li><strong>\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf<\/strong>\uff1aMySQL\u6709\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u793e\u533a\u652f\u6301\uff0c\u4fbf\u4e8e\u5f00\u53d1\u548c\u7ef4\u62a4\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528MySQL\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u7528\u6237\u6570\u636e\u3001\u6d88\u606f\u6570\u636e\u7b49\u5173\u952e\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Cassandra<\/h4>\n<\/p>\n<p><p>Cassandra\u662f\u63a8\u7279\u7684\u4e3b\u8981NoSQL\u6570\u636e\u5e93\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u53ef\u7528\u6027<\/strong>\uff1aCassandra\u7684\u5206\u5e03\u5f0f\u67b6\u6784\u4f7f\u5f97\u5176\u5177\u6709\u9ad8\u53ef\u7528\u6027\u548c\u5bb9\u9519\u6027\u3002<\/li>\n<li><strong>\u9ad8\u6269\u5c55\u6027<\/strong>\uff1aCassandra\u80fd\u591f\u6c34\u5e73\u6269\u5c55\uff0c\u9002\u7528\u4e8e\u63a8\u7279\u7684\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u9700\u6c42\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Cassandra\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u5b9e\u65f6\u6570\u636e\u6d41\u3001\u65e5\u5fd7\u6570\u636e\u7b49\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h4>3\u3001HBase<\/h4>\n<\/p>\n<p><p>HBase\u662f\u63a8\u7279\u7684\u53e6\u4e00\u79cdNoSQL\u6570\u636e\u5e93\uff0c\u4e3b\u8981\u7528\u4e8e\u5927\u6570\u636e\u5b58\u50a8\u548c\u5904\u7406\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u541e\u5410\u91cf<\/strong>\uff1aHBase\u80fd\u591f\u9ad8\u6548\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u8bfb\u5199\uff0c\u9002\u7528\u4e8e\u63a8\u7279\u7684\u9ad8\u6d41\u91cf\u9700\u6c42\u3002<\/li>\n<li><strong>\u4e0eHadoop\u96c6\u6210<\/strong>\uff1aHBase\u4e0eHadoop\u65e0\u7f1d\u96c6\u6210\uff0c\u4fbf\u4e8e\u8fdb\u884c\u5927\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528HBase\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u5386\u53f2\u6570\u636e\u3001\u5206\u6790\u6570\u636e\u7b49\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u534f\u4f5c\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cd\u534f\u4f5c\u5de5\u5177\u6765\u63d0\u5347\u56e2\u961f\u6548\u7387\u548c\u6c9f\u901a\u6548\u679c\u3002<\/p>\n<\/p>\n<p><h4>1\u3001JIRA<\/h4>\n<\/p>\n<p><p>JIRA\u662f\u63a8\u7279\u7684\u4e3b\u8981<a href=\"https:\/\/docs.pingcode.com\/blog\/project-management\/23316.html\" target=\"_blank\">\u9879\u76ee\u7ba1\u7406<\/a>\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u4efb\u52a1\u8ddf\u8e2a<\/strong>\uff1aJIRA\u80fd\u591f\u9ad8\u6548\u8ddf\u8e2a\u4efb\u52a1\u8fdb\u5ea6\uff0c\u4fbf\u4e8e\u9879\u76ee\u7ba1\u7406\u3002<\/li>\n<li><strong>\u56e2\u961f\u534f\u4f5c<\/strong>\uff1aJIRA\u7684\u534f\u4f5c\u529f\u80fd\u4f7f\u5f97\u56e2\u961f\u6210\u5458\u80fd\u591f\u9ad8\u6548\u6c9f\u901a\u548c\u534f\u4f5c\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528JIRA\u6765\u7ba1\u7406\u9879\u76ee\u8fdb\u5ea6\u3001\u8ddf\u8e2a\u4efb\u52a1\u72b6\u6001\uff0c\u63d0\u5347\u56e2\u961f\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Confluence<\/h4>\n<\/p>\n<p><p>Confluence\u662f\u63a8\u7279\u7684\u4e3b\u8981\u77e5\u8bc6\u7ba1\u7406\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u77e5\u8bc6\u5171\u4eab<\/strong>\uff1aConfluence\u80fd\u591f\u9ad8\u6548\u7ba1\u7406\u548c\u5171\u4eab\u77e5\u8bc6\uff0c\u4fbf\u4e8e\u56e2\u961f\u6210\u5458\u83b7\u53d6\u4fe1\u606f\u3002<\/li>\n<li><strong>\u6587\u6863\u534f\u4f5c<\/strong>\uff1aConfluence\u7684\u6587\u6863\u534f\u4f5c\u529f\u80fd\u4f7f\u5f97\u56e2\u961f\u6210\u5458\u80fd\u591f\u5171\u540c\u7f16\u8f91\u548c\u7ef4\u62a4\u6587\u6863\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Confluence\u6765\u7ba1\u7406\u548c\u5171\u4eab\u77e5\u8bc6\u3001\u6587\u6863\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u679c\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u76d1\u63a7\u548c\u5206\u6790\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u4f7f\u7528\u591a\u79cd\u76d1\u63a7\u548c\u5206\u6790\u5de5\u5177\u6765\u786e\u4fdd\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Grafana<\/h4>\n<\/p>\n<p><p>Grafana\u662f\u63a8\u7279\u7684\u4e3b\u8981\u76d1\u63a7\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1aGrafana\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316<\/strong>\uff1aGrafana\u7684\u53ef\u89c6\u5316\u529f\u80fd\u4f7f\u5f97\u6570\u636e\u5206\u6790\u548c\u5c55\u793a\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Grafana\u6765\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\u3001\u5206\u6790\u6570\u636e\uff0c\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Prometheus<\/h4>\n<\/p>\n<p><p>Prometheus\u662f\u63a8\u7279\u7684\u53e6\u4e00\u79cd\u76d1\u63a7\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6548\u6570\u636e\u6536\u96c6<\/strong>\uff1aPrometheus\u80fd\u591f\u9ad8\u6548\u6536\u96c6\u7cfb\u7edf\u6570\u636e\uff0c\u4fbf\u4e8e\u8fdb\u884c\u5206\u6790\u3002<\/li>\n<li><strong>\u7075\u6d3b\u67e5\u8be2<\/strong>\uff1aPrometheus\u7684\u67e5\u8be2\u8bed\u8a00\u4f7f\u5f97\u6570\u636e\u67e5\u8be2\u548c\u5206\u6790\u53d8\u5f97\u66f4\u52a0\u7075\u6d3b\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Prometheus\u6765\u6536\u96c6\u548c\u5206\u6790\u7cfb\u7edf\u6570\u636e\uff0c\u63d0\u5347\u7cfb\u7edf\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u516d\u3001\u5f00\u53d1\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cd\u5f00\u53d1\u5de5\u5177\u6765\u63d0\u5347\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h4>1\u3001IntelliJ IDEA<\/h4>\n<\/p>\n<p><p>IntelliJ IDEA\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5f00\u53d1\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5f3a\u5927\u529f\u80fd<\/strong>\uff1aIntelliJ IDEA\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u5982\u4ee3\u7801\u8865\u5168\u3001\u91cd\u6784\u7b49\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li><strong>\u63d2\u4ef6\u652f\u6301<\/strong>\uff1aIntelliJ IDEA\u6709\u4e30\u5bcc\u7684\u63d2\u4ef6\u652f\u6301\uff0c\u4fbf\u4e8e\u6269\u5c55\u529f\u80fd\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528IntelliJ IDEA\u6765\u8fdb\u884c\u4ee3\u7801\u5f00\u53d1\u3001\u8c03\u8bd5\u548c\u7ef4\u62a4\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h4>2\u3001GitHub<\/h4>\n<\/p>\n<p><p>GitHub\u662f\u63a8\u7279\u7684\u4e3b\u8981\u4ee3\u7801\u6258\u7ba1\u5e73\u53f0\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u7248\u672c\u63a7\u5236<\/strong>\uff1aGitHub\u7684\u7248\u672c\u63a7\u5236\u529f\u80fd\u4f7f\u5f97\u4ee3\u7801\u7ba1\u7406\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<li><strong>\u534f\u4f5c\u5f00\u53d1<\/strong>\uff1aGitHub\u7684\u534f\u4f5c\u529f\u80fd\u4f7f\u5f97\u56e2\u961f\u6210\u5458\u80fd\u591f\u5171\u540c\u5f00\u53d1\u548c\u7ef4\u62a4\u4ee3\u7801\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528GitHub\u6765\u6258\u7ba1\u548c\u7ba1\u7406\u4ee3\u7801\uff0c\u63d0\u5347\u56e2\u961f\u534f\u4f5c\u6548\u679c\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h3>\u4e03\u3001\u6d4b\u8bd5\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cd\u6d4b\u8bd5\u5de5\u5177\u6765\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u548c\u7cfb\u7edf\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<p><h4>1\u3001JUnit<\/h4>\n<\/p>\n<p><p>JUnit\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5355\u5143\u6d4b\u8bd5\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6548\u6d4b\u8bd5<\/strong>\uff1aJUnit\u80fd\u591f\u9ad8\u6548\u8fdb\u884c\u5355\u5143\u6d4b\u8bd5\uff0c\u63d0\u5347\u4ee3\u7801\u8d28\u91cf\u3002<\/li>\n<li><strong>\u5e7f\u6cdb\u5e94\u7528<\/strong>\uff1aJUnit\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u548c\u793e\u533a\u652f\u6301\uff0c\u4fbf\u4e8e\u4f7f\u7528\u548c\u7ef4\u62a4\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528JUnit\u6765\u8fdb\u884c\u5355\u5143\u6d4b\u8bd5\uff0c\u786e\u4fdd\u4ee3\u7801\u7684\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Selenium<\/h4>\n<\/p>\n<p><p>Selenium\u662f\u63a8\u7279\u7684\u4e3b\u8981\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8eWeb\u5e94\u7528\u6d4b\u8bd5\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u6d4b\u8bd5<\/strong>\uff1aSelenium\u80fd\u591f\u9ad8\u6548\u8fdb\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u63d0\u5347\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<li><strong>\u8de8\u6d4f\u89c8\u5668\u652f\u6301<\/strong>\uff1aSelenium\u80fd\u591f\u652f\u6301\u591a\u79cd\u6d4f\u89c8\u5668\uff0c\u4fbf\u4e8e\u8fdb\u884c\u517c\u5bb9\u6027\u6d4b\u8bd5\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Selenium\u6765\u8fdb\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u786e\u4fddWeb\u5e94\u7528\u7684\u517c\u5bb9\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u516b\u3001\u5b89\u5168\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cd\u5b89\u5168\u5de5\u5177\u6765\u786e\u4fdd\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u6570\u636e\u7684\u4fdd\u5bc6\u6027\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Nessus<\/h4>\n<\/p>\n<p><p>Nessus\u662f\u63a8\u7279\u7684\u4e3b\u8981\u6f0f\u6d1e\u626b\u63cf\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6548\u626b\u63cf<\/strong>\uff1aNessus\u80fd\u591f\u9ad8\u6548\u8fdb\u884c\u6f0f\u6d1e\u626b\u63cf\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u4fee\u590d\u5b89\u5168\u6f0f\u6d1e\u3002<\/li>\n<li><strong>\u5168\u9762\u8986\u76d6<\/strong>\uff1aNessus\u80fd\u591f\u8986\u76d6\u591a\u79cd\u6f0f\u6d1e\u7c7b\u578b\uff0c\u63d0\u5347\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Nessus\u6765\u8fdb\u884c\u6f0f\u6d1e\u626b\u63cf\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u6570\u636e\u7684\u4fdd\u5bc6\u6027\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Snort<\/h4>\n<\/p>\n<p><p>Snort\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5165\u4fb5\u68c0\u6d4b\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u68c0\u6d4b\u548c\u9632\u5fa1\u7f51\u7edc\u653b\u51fb\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5b9e\u65f6\u68c0\u6d4b<\/strong>\uff1aSnort\u80fd\u591f\u5b9e\u65f6\u68c0\u6d4b\u7f51\u7edc\u653b\u51fb\uff0c\u53ca\u65f6\u8fdb\u884c\u9632\u5fa1\u3002<\/li>\n<li><strong>\u89c4\u5219\u7075\u6d3b<\/strong>\uff1aSnort\u7684\u89c4\u5219\u7cfb\u7edf\u4f7f\u5f97\u68c0\u6d4b\u548c\u9632\u5fa1\u7b56\u7565\u53d8\u5f97\u66f4\u52a0\u7075\u6d3b\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Snort\u6765\u8fdb\u884c\u5165\u4fb5\u68c0\u6d4b\u548c\u9632\u5fa1\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u4e5d\u3001\u5bb9\u5668\u5316\u548c\u7f16\u6392\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cd\u5bb9\u5668\u5316\u548c\u7f16\u6392\u5de5\u5177\u6765\u63d0\u5347\u5e94\u7528\u7684\u53ef\u79fb\u690d\u6027\u548c\u90e8\u7f72\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Docker<\/h4>\n<\/p>\n<p><p>Docker\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5bb9\u5668\u5316\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u8f7b\u91cf\u7ea7<\/strong>\uff1aDocker\u7684\u8f7b\u91cf\u7ea7\u7279\u6027\u4f7f\u5f97\u5e94\u7528\u7684\u90e8\u7f72\u548c\u8fc1\u79fb\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<li><strong>\u9694\u79bb\u6027<\/strong>\uff1aDocker\u7684\u9694\u79bb\u6027\u786e\u4fdd\u4e86\u5e94\u7528\u7684\u72ec\u7acb\u6027\u548c\u5b89\u5168\u6027\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Docker\u6765\u8fdb\u884c\u5e94\u7528\u7684\u5bb9\u5668\u5316\uff0c\u63d0\u5347\u5e94\u7528\u7684\u53ef\u79fb\u690d\u6027\u548c\u90e8\u7f72\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Kubernetes<\/h4>\n<\/p>\n<p><p>Kubernetes\u662f\u63a8\u7279\u7684\u4e3b\u8981\u5bb9\u5668\u7f16\u6392\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u7ba1\u7406\u548c\u8c03\u5ea6\u5bb9\u5668\u5316\u5e94\u7528\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u9ad8\u6548\u7f16\u6392<\/strong>\uff1aKubernetes\u80fd\u591f\u9ad8\u6548\u7ba1\u7406\u548c\u8c03\u5ea6\u5bb9\u5668\u5316\u5e94\u7528\uff0c\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7528\u6027\u548c\u6269\u5c55\u6027\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u90e8\u7f72<\/strong>\uff1aKubernetes\u7684\u81ea\u52a8\u5316\u90e8\u7f72\u529f\u80fd\u4f7f\u5f97\u5e94\u7528\u7684\u90e8\u7f72\u548c\u66f4\u65b0\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Kubernetes\u6765\u8fdb\u884c\u5bb9\u5668\u7f16\u6392\u548c\u7ba1\u7406\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u9ad8\u53ef\u7528\u6027\u548c\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n<p><h3>\u5341\u3001<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u591a\u79cdCI\/CD\u5de5\u5177\u6765\u63d0\u5347\u5f00\u53d1\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h4>1\u3001Jenkins<\/h4>\n<\/p>\n<p><p>Jenkins\u662f\u63a8\u7279\u7684\u4e3b\u8981CI\/CD\u5de5\u5177\uff0c\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u81ea\u52a8\u5316\u6784\u5efa<\/strong>\uff1aJenkins\u80fd\u591f\u9ad8\u6548\u8fdb\u884c\u81ea\u52a8\u5316\u6784\u5efa\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li><strong>\u63d2\u4ef6\u4e30\u5bcc<\/strong>\uff1aJenkins\u6709\u4e30\u5bcc\u7684\u63d2\u4ef6\u652f\u6301\uff0c\u4fbf\u4e8e\u6269\u5c55\u529f\u80fd\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Jenkins\u6765\u8fdb\u884c\u81ea\u52a8\u5316\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\uff0c\u63d0\u5347\u5f00\u53d1\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h4>2\u3001Travis CI<\/h4>\n<\/p>\n<p><p>Travis CI\u662f\u63a8\u7279\u7684\u53e6\u4e00\u79cdCI\/CD\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u5f00\u6e90\u9879\u76ee\u7684\u81ea\u52a8\u5316\u6784\u5efa\u548c\u6d4b\u8bd5\u3002\u5176\u4e3b\u8981\u4f18\u70b9\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ol>\n<li><strong>\u5f00\u6e90\u652f\u6301<\/strong>\uff1aTravis CI\u5bf9\u5f00\u6e90\u9879\u76ee\u6709\u826f\u597d\u7684\u652f\u6301\uff0c\u4fbf\u4e8e\u8fdb\u884c\u81ea\u52a8\u5316\u6784\u5efa\u548c\u6d4b\u8bd5\u3002<\/li>\n<li><strong>\u96c6\u6210\u65b9\u4fbf<\/strong>\uff1aTravis CI\u80fd\u591f\u65b9\u4fbf\u5730\u96c6\u6210\u5230GitHub\u7b49\u4ee3\u7801\u6258\u7ba1\u5e73\u53f0\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<\/ol>\n<p><p>\u63a8\u7279\u5229\u7528Travis CI\u6765\u8fdb\u884c\u5f00\u6e90\u9879\u76ee\u7684\u81ea\u52a8\u5316\u6784\u5efa\u548c\u6d4b\u8bd5\uff0c\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u548c\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n<p><p>\u7efc\u4e0a\u6240\u8ff0\uff0c\u63a8\u7279\u5728\u5176\u4ea7\u54c1\u7814\u53d1\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u4e86\u591a\u79cd\u8f6f\u4ef6\u548c\u5de5\u5177\uff0c\u8fd9\u4e9b\u5de5\u5177\u6db5\u76d6\u4e86\u7f16\u7a0b\u8bed\u8a00\u3001\u6846\u67b6\u3001\u6570\u636e\u5e93\u7ba1\u7406\u3001\u534f\u4f5c\u3001\u76d1\u63a7\u548c\u5206\u6790\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u5b89\u5168\u3001\u5bb9\u5668\u5316\u548c\u7f16\u6392\u3001CI\/CD\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\u7684\u534f\u540c\u5de5\u4f5c\uff0c\u63a8\u7279\u80fd\u591f\u9ad8\u6548\u3001\u7a33\u5b9a\u5730\u8fdb\u884c\u4ea7\u54c1\u7814\u53d1\u548c\u8fd0\u8425\uff0c\u786e\u4fdd\u5176\u5e73\u53f0\u7684\u521b\u65b0\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u4f7f\u7528\u4e86\u54ea\u4e9b\u8f6f\u4ef6\uff1f<\/strong><br \/>\n\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u6d89\u53ca\u591a\u79cd\u8f6f\u4ef6\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u8f6f\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>\u5f00\u53d1\u5de5\u5177<\/strong>\uff1a\u63a8\u7279\u7684\u5f00\u53d1\u56e2\u961f\u4f7f\u7528\u5404\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u5f00\u53d1\u5de5\u5177\uff0c\u5982Java\u3001Python\u3001Ruby\u548cGo\u7b49\u3002\u4ed6\u4eec\u8fd8\u4f7f\u7528\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u5982Git\u6765\u7ba1\u7406\u4ee3\u7801\u3002<\/li>\n<li><strong>\u6570\u636e\u5206\u6790\u5de5\u5177<\/strong>\uff1a\u63a8\u7279\u4f7f\u7528\u5404\u79cd\u6570\u636e\u5206\u6790\u5de5\u5177\u6765\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\u548c\u63a8\u6587\u5185\u5bb9\u3002\u8fd9\u4e9b\u5de5\u5177\u5305\u62ecHadoop\u3001Spark\u3001SQL\u548cR\u7b49\u3002<\/li>\n<li><strong>\u4e91\u8ba1\u7b97\u5e73\u53f0<\/strong>\uff1a\u63a8\u7279\u5229\u7528\u4e91\u8ba1\u7b97\u5e73\u53f0\u6765\u6269\u5c55\u5176\u4ea7\u54c1\u7684\u89c4\u6a21\u548c\u6027\u80fd\u3002\u4ed6\u4eec\u4f7f\u7528\u4e9a\u9a6c\u900aAWS\u548cGoogle Cloud\u7b49\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u5e73\u53f0\u6765\u90e8\u7f72\u548c\u8fd0\u884c\u5e94\u7528\u7a0b\u5e8f\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u5de5\u5177<\/strong>\uff1a\u4e3a\u4e86\u786e\u4fdd\u4ea7\u54c1\u7684\u8d28\u91cf\u548c\u7a33\u5b9a\u6027\uff0c\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528\u5404\u79cd\u6d4b\u8bd5\u5de5\u5177\uff0c\u5982Selenium\u548cJUnit\u7b49\uff0c\u6765\u8fdb\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u6027\u80fd\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<p><strong>2. \u5982\u4f55\u9009\u62e9\u9002\u5408\u63a8\u7279\u4ea7\u54c1\u7814\u53d1\u7684\u8f6f\u4ef6\uff1f<\/strong><br \/>\n\u9009\u62e9\u9002\u5408\u63a8\u7279\u4ea7\u54c1\u7814\u53d1\u7684\u8f6f\u4ef6\u9700\u8981\u8003\u8651\u591a\u4e2a\u56e0\u7d20\uff0c\u5305\u62ec\u5f00\u53d1\u56e2\u961f\u7684\u6280\u80fd\u548c\u7ecf\u9a8c\u3001\u9879\u76ee\u7684\u9700\u6c42\u548c\u89c4\u6a21\uff0c\u4ee5\u53ca\u8f6f\u4ef6\u7684\u6027\u80fd\u548c\u53ef\u7ef4\u62a4\u6027\u7b49\u3002\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u901a\u5e38\u4f1a\u8bc4\u4f30\u4e0d\u540c\u8f6f\u4ef6\u7684\u529f\u80fd\u3001\u6613\u7528\u6027\u548c\u6027\u80fd\uff0c\u7136\u540e\u6839\u636e\u9700\u6c42\u9009\u62e9\u6700\u5408\u9002\u7684\u8f6f\u4ef6\u5de5\u5177\u548c\u5e73\u53f0\u3002<\/p>\n<p><strong>3. \u63a8\u7279\u4ea7\u54c1\u7814\u53d1\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\u6709\u54ea\u4e9b\uff1f<\/strong><br \/>\n\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u4f7f\u7528\u591a\u79cd\u6570\u636e\u5206\u6790\u5de5\u5177\u6765\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u7684\u7528\u6237\u6570\u636e\u548c\u63a8\u6587\u5185\u5bb9\u3002\u5176\u4e2d\u4e00\u4e9b\u5e38\u7528\u7684\u5de5\u5177\u5305\u62ecHadoop\u3001Spark\u3001SQL\u548cR\u7b49\u3002Hadoop\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\uff0c\u7528\u4e8e\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u3002Spark\u662f\u4e00\u4e2a\u5feb\u901f\u7684\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u5f15\u64ce\uff0c\u53ef\u7528\u4e8e\u6d41\u5f0f\u5904\u7406\u548c\u6279\u5904\u7406\u3002SQL\u662f\u4e00\u79cd\u7528\u4e8e\u7ba1\u7406\u548c\u67e5\u8be2\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u8bed\u8a00\uff0c\u63a8\u7279\u4f7f\u7528SQL\u6765\u5206\u6790\u7528\u6237\u884c\u4e3a\u548c\u751f\u6210\u62a5\u544a\u3002R\u662f\u4e00\u79cd\u7528\u4e8e\u7edf\u8ba1\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u5f00\u6e90\u7f16\u7a0b\u8bed\u8a00\uff0c\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4f7f\u7528R\u6765\u8fdb\u884c\u6570\u636e\u6316\u6398\u548c\u9884\u6d4b\u5206\u6790\u3002\u8fd9\u4e9b\u6570\u636e\u5206\u6790\u5de5\u5177\u5e2e\u52a9\u63a8\u7279\u7684\u7814\u53d1\u56e2\u961f\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4ee5\u6307\u5bfc\u4ea7\u54c1\u6539\u8fdb\u548c\u51b3\u7b56\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u63a8\u7279\u7684\u4ea7\u54c1\u7814\u53d1\u6709\u54ea\u4e9b\u8f6f\u4ef6 \u63a8\u7279\uff08Twitter\uff09\u5728\u5176\u4ea7\u54c1\u7814\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u4f7f\u7528\u4e86\u591a\u79cd\u8f6f\u4ef6\u548c\u5de5\u5177\u6765\u786e\u4fdd\u5176\u5e73\u53f0\u7684\u9ad8\u6548\u3001\u7a33 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