{"id":1134,"date":"2023-02-04T20:40:12","date_gmt":"2023-02-04T12:40:12","guid":{"rendered":"http:\/\/viplao.com\/?p=1134"},"modified":"2023-02-04T20:42:00","modified_gmt":"2023-02-04T12:42:00","slug":"%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7%e6%af%8f%e7%a7%92%e5%87%a0%e5%8d%81%e4%ba%bf%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e8%b6%85%e5%a4%a7%e8%a7%84%e6%a8%a1","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2023\/02\/04\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7%e6%af%8f%e7%a7%92%e5%87%a0%e5%8d%81%e4%ba%bf%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e8%b6%85%e5%a4%a7%e8%a7%84%e6%a8%a1\/","title":{"rendered":"[\u8fd0\u7ef4\u5de5\u5177]\u6bcf\u79d2\u51e0\u5341\u4ebf\u5b9e\u65f6\u5904\u7406\uff0c\u963f\u91cc\u5df4\u5df4\u8d85\u5927\u89c4\u6a21 Flink \u96c6\u7fa4\u8fd0\u7ef4\u63ed\u79d8"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\">\n<p><\/p>\n\n\n\n<p><\/p>\n<cite><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/3224a6d1041a1ecb0d2f22dbabe39694c8f4e20a.png\" alt=\"image\"><br><\/cite><\/blockquote>\n\n\n\n<p>\u4eca\u5929\u4e3b\u8981\u8bb2\u4e09\u5757\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\uff0c\u963f\u91cc Flink \u53d1\u5c55\u7684\u5386\u53f2\u80cc\u666f\uff0c\u600e\u4e48\u6765\u7684\uff0c\u73b0\u72b6\u89c4\u6a21\u5230\u5e95\u4ec0\u4e48\u6837<br>\u7b2c\u4e8c\uff0c\u963f\u91cc Flink \u8fd0\u7ef4\u7ba1\u63a7\u5e73\u53f0<br>\u7b2c\u4e09\uff0c\u963f\u91cc Flink \u5e73\u53f0\u8fd0\u7ef4\u6280\u672f\u89e3\u51b3\u65b9\u6848<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/viplao.com\/index.php\/2023\/02\/04\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7%e6%af%8f%e7%a7%92%e5%87%a0%e5%8d%81%e4%ba%bf%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e8%b6%85%e5%a4%a7%e8%a7%84%e6%a8%a1\/#%E4%B8%80%E3%80%81%E9%98%BF%E9%87%8C_Flink_%E9%9B%86%E7%BE%A4%E8%BF%90%E7%BB%B4%E6%8C%91%E6%88%98\" title=\"\u4e00\u3001\u963f\u91cc Flink \u96c6\u7fa4\u8fd0\u7ef4\u6311\u6218\">\u4e00\u3001\u963f\u91cc Flink \u96c6\u7fa4\u8fd0\u7ef4\u6311\u6218<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2023\/02\/04\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7%e6%af%8f%e7%a7%92%e5%87%a0%e5%8d%81%e4%ba%bf%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e8%b6%85%e5%a4%a7%e8%a7%84%e6%a8%a1\/#%E4%BA%8C%E3%80%81%E9%98%BF%E9%87%8C_Flink_%E8%BF%90%E7%BB%B4%E7%AE%A1%E6%8E%A7\" title=\"\u4e8c\u3001\u963f\u91cc Flink \u8fd0\u7ef4\u7ba1\u63a7\">\u4e8c\u3001\u963f\u91cc Flink \u8fd0\u7ef4\u7ba1\u63a7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/viplao.com\/index.php\/2023\/02\/04\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7%e6%af%8f%e7%a7%92%e5%87%a0%e5%8d%81%e4%ba%bf%e5%ae%9e%e6%97%b6%e5%a4%84%e7%90%86%ef%bc%8c%e9%98%bf%e9%87%8c%e5%b7%b4%e5%b7%b4%e8%b6%85%e5%a4%a7%e8%a7%84%e6%a8%a1\/#%E4%B8%89%E3%80%81Flink_%E8%BF%90%E7%BB%B4%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88\" title=\"\u4e09\u3001Flink \u8fd0\u7ef4\u89e3\u51b3\u65b9\u6848\">\u4e09\u3001Flink 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class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u9996\u5148\u8bf4\u4e00\u4e0b\u6d41\u8ba1\u7b97\uff0c\u6279\u8ba1\u7b97\u5c31\u662f\u6570\u636e\u96c6\u662f\u6709\u9650\u7684\uff0c\u6bcf\u6b21\u7684\u8ba1\u7b97\u90fd\u53ef\u4ee5\u62ff\u5230\u4e00\u6837\u7684\u7ed3\u679c\uff0c\u5728\u6279\u8ba1\u7b97\u4e4b\u4e0a\uff0c\u5982\u6709\u5f88\u591a\u4e2a\u6279\uff0c\u8fd9\u4e2a\u6570\u636e\u6c38\u4e45\u4e0d\u65ad\u8fc7\u6765\u7684\u65f6\u5019\u5c31\u53d8\u6210\u4e86\u6d41\u3002<\/p>\n\n\n\n<p>\u6d41\u8ba1\u7b97\u662f\u6279\u8ba1\u7b97\u4ee5\u4e0a\u7684\u6982\u5ff5\uff0c\u5f88\u591a\u7528\u6d41\u8ba1\u7b97\u7684\uff0c\u6bd4\u5982\u8bf4\u6bcf\u5929\u628a\u6240\u6709\u7684\u524d\u7aef\u65e5\u5fd7\u5bfc\u5230\u6d41\u4e0a\u7b97\u4e00\u5929\uff0c\u4f46\u662f\u6709\u4e86\u6d41\u8ba1\u7b97\u4e4b\u540e\uff0c\u4e00\u6761\u8def\u8fc7\u6765\u5c31\u53ef\u4ee5\u5b9e\u65f6\u7b97\u51fa\u7f51\u7ad9\u7684UV\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" 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Flink \u7684\u5e95\u5ea7\u4e5f\u5f88\u591a\u3002<br>\u6700\u65e9\u6709\u57fa\u4e8e Hadoop \u7684\u5e95\u5ea7\u548c\u963f\u91cc\u98de\u5929\u7cfb\u7684\u5e95\u5ea7\uff0c\u8fd8\u6709\u73b0\u5728\u57fa\u4e8e\u4e91\u539f\u751f Kubernetes \u7684\u5e95\u5ea7\u3002\u53e6\u5916\uff0c\u51fa\u53e3\u975e\u5e38\u591a\uff0c\u57fa\u672c\u4e0a\u5206\u5e03\u5728\u5168\u4e16\u754c\u5404\u5730\u90fd\u662f\u53ef\u4ee5\u770b\u5230 Flink \u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u4ec5\u963f\u91cc\u5185\u90e8\u7684 Flink\uff0c\u6bcf\u79d2\u5904\u7406\u51e0\u5341\u4ebf\u6761\u6570\u636e\uff0c\u8fd9\u4e2a\u6570\u636e\u91cf\u975e\u5e38\u5e9e\u5927\uff0c\u4e00\u6761\u6570\u636e1K\uff0c\u4f60\u60f3\u60f3\u8fd9\u4e2a\u6570\u636e\u6709\u591a\u5927\u3002\u89c4\u6a21\u8fd9\u4e48\u5927\uff0c\u8fd0\u7ef4\u4e0a\u78b0\u5230\u4e86\u5f88\u591a\u95ee\u9898\uff0c\u6311\u6218\u5206\u4e3a\u4e0b\u9762\u51e0\u90e8\u5206\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/f486f3066e9bb187bb792cd7e4f4a9034b2e7895.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e00\u90e8\u5206\u662f\u6545\u969c\uff0c\u7279\u522b\u5b9e\u65f6\u8ba1\u7b97\u7cfb\u7edf\uff0c\u90fd\u5728 Flink \u4e0a\u8fd0\u884c\uff0c\u6240\u4ee5\u6211\u4eec\u5bf9\u6545\u969c\u7684\u8981\u6c42\u662f\u6bd4\u8f83\u82db\u523b\u7684\uff1b\u7b2c\u4e8c\u90e8\u5206\u662f\u5927\u4fc3\u7a33\u5b9a\u6027\u600e\u4e48\u4fdd\u969c\uff0c\u5927\u91cf\u7684\u65e5\u5e38\u8fd0\u7ef4\u64cd\u4f5c\u600e\u4e48\u4fdd\u6301\u4e00\u81f4\u6027\uff1b<\/p>\n\n\n\n<p>\u518d\u5c31\u662f\u6210\u672c\uff0c\u5305\u62ec\u786c\u4ef6\u6210\u672c\u600e\u6837\u7ba1\u7406\uff0c\u7528\u6237\u8d44\u6e90\u600e\u6837\u5408\u7406\u5206\u914d\u548c\u5408\u7406\u5747\u8861\uff0c\u600e\u4e48\u6837\u964d\u4f4e\u8fd0\u7ef4\u4eba\u529b\u6210\u672c\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u4e0d\u4ec5\u4ec5\u505a Flink\u8fd0\u7ef4\uff0c\u8fd9\u4e48\u5927\u7684\u5de5\u4f5c\u91cf\uff0c\u5176\u5b9e\u53ea\u6709\u51e0\u4e2a\u4eba\u8d1f\u8d23\u6574\u4e2a\u8fd0\u7ef4\uff0c\u800c\u4e14\u4e1a\u52a1\u89c4\u6a21\u57fa\u672c\u4e0a\u6bcf\u5e74\u90fd\u5728\u7ffb\u756a\uff0c\u5b83\u662f\u4e00\u5934\u5954\u8dd1\u7740\u7684\u5927\u8c61\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/350aa6de67c599d3528c90f11843172e3ce58bd3.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u9996\u5148\u8fd0\u7ef4\u9760\u4eba\u5806\u662f\u7edd\u5bf9\u4e0d\u53ef\u80fd\u7684\uff0c\u8fd9\u4e5f\u662f\u5927\u6570\u636e\u8fd0\u7ef4\u548c\u5176\u4ed6\u7684\u8fd0\u7ef4\u4e0d\u4e00\u6837\u7684\u70b9\uff0c\u9760\u4eba\u5806\u7edd\u5bf9\u4e0d\u53ef\u80fd\u8d62\uff0c\u6211\u4eec\u8981\u4ee5\u6280\u672f\u4e3a\u57fa\u7840\uff0c\u6240\u6709\u7684\u8fd0\u7ef4\u7684\u51fa\u53d1\u70b9\uff0c\u8981\u4ee5\u6280\u672f\u4e3a\u57fa\u7840\uff0c\u6211\u4eec\u505a\u4e86\u4e00\u4e2a Flink \u8fd0\u7ef4\u7ba1\u63a7\uff0c\u6700\u4e0a\u9762\u662fFlink\u8fd0\u7ef4\u7ba1\u63a7\u4e0a\u627f\u8f7d\u7740\u5f88\u591a Flink \u7684\u6280\u672f\u89e3\u51b3\u65b9\u6848\uff0c\u6211\u628a\u4e24\u4e2a\u201c\u6280\u672f\u201d\u90fd\u6807\u7ea2\uff0c\u6211\u4eec\u5728\u4efb\u4f55\u65f6\u5019\u90fd\u4e0d\u8981\u5fd8\u8bb0\u6211\u4eec\u8981\u7528\u6280\u672f\u53bb\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E9%98%BF%E9%87%8C_Flink_%E8%BF%90%E7%BB%B4%E7%AE%A1%E6%8E%A7\"><\/span><strong>\u4e8c\u3001\u963f\u91cc Flink \u8fd0\u7ef4\u7ba1\u63a7<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>2023\u5e7402\u670804\u65e5\u4e0d\u53ebFlink\u8fd0\u7ef4\u7ba1\u63a7\uff0c\u53eb\u505a\u6d41\u8ba1\u7b97\u8fd0\u7ef4\u5e73\u53f0\uff0c2023\u5e7402\u670804\u65e5\u7684\u65f6\u5019\u628a\u8fd9\u4e2a\u4e1c\u897f\u505a\u7684\u66f4\u5927\u4e00\u70b9\u3002\u5de6\u8fb9\u8fd9\u4e2a\u56fe\uff0c\u6211\u4eec\u8fd0\u7ef4\u7684\u662f\u96c6\u7fa4\uff0c\u96c6\u7fa4\u5c31\u662f\u4e00\u5806 IDC \u8d44\u6e90\u7684\u6574\u5408\uff1a\u7f51\u7edc\u3001\u673a\u5668\u3001\u5185\u6838\u3002\u96c6\u7fa4\u4e4b\u4e0a\u90e8\u7f72\u4e86\u8f6f\u4ef6\uff0c\u5206\u5e03\u7cfb\u7edf\u7684\u8f6f\u4ef6\u548c Flink \u8f6f\u4ef6\uff0c\u8f6f\u4ef6\u4e0a\u8dd1\u7684\u4e1a\u52a1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/73ca05786ec40a7ef4a8bf1dd561b8dca4b6aef4.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u8fd0\u7ef4\u4e3b\u8981\u662f\u9762\u5411\u96c6\u7fa4\u4e1a\u52a1\u548c\u8f6f\u4ef6\u7684\u3002\u7528\u6237\u5206\u4e3a\u51e0\u5757\uff0c\u4e00\u5f00\u59cb\u7684\u7528\u6237\u662f\u6211\u4eec\u81ea\u5df1\u5e73\u53f0\u7684SRE\uff0c\u8fd0\u7ef4\u548c\u8fd0\u7ef4\u7814\u53d1\uff08Flink\u7684\u5f00\u53d1\uff09\u3001\u5e73\u53f0\u7684\u4e1a\u52a1\u65b9\uff0c\u8fd8\u6709\u5f88\u591a\u9a7b\u573a\u5916\u5305\u4e5f\u5728\u7528\uff0c\u6574\u4e2a\u6743\u9650\u7684\u8bbe\u8ba1\u56f4\u7ed5\u7740\u56db\u5927\u7c7b\u7528\u6237\u3002\u5b83\u63d0\u4f9b\u4e86\u5f88\u591a\u529f\u80fd\uff0c\u6574\u4e2a Flink \u662f\u673a\u5668-\u96c6\u7fa4-\u670d\u52a1-\u4e1a\u52a1\u7684\u65b9\u5f0f\u6765\u8fd0\u4f5c\u7684\u3002\u6240\u4ee5\uff0c\u5e26\u6765\u4e86\u5404\u79cd\u7ef4\u5ea6\u7684\u4ea7\u54c1\u5316\u8fd0\u7ef4\uff0c\u6bd4\u5982\u4ece\u4e00\u4e2a\u7ba1\u63a7\u4e0a\u9762\u4e00\u952e\u53d1\u5e03\uff0c\u505c\u6b62\u670d\u52a1\uff0c\u8fd8\u63d0\u4f9b\u5b9e\u65f6\u79d2\u7ea7\u76d1\u63a7\u62a5\u8868\uff0c\u91cc\u9762\u6709\u4e00\u5957\u76d1\u63a7\u7cfb\u7edf\u3002<br>\u6574\u4e2a Flink \u7ba1\u63a7\u4e0a\u505a\u4e86\u8d44\u6e90\u751f\u547d\u5468\u671f\u7ba1\u7406\uff0c\u4e0d\u4ec5\u4ec5\u662f\u786c\u4ef6\u7684\uff0c\u8fd8\u6709\u4e00\u4e9b\u6570\u636e\u5316\u8fd0\u7ef4\u548c\u8d8a\u4f4d\u589e\u503c\u516c\u53f8\uff0c\u73b0\u5728\u7684\u667a\u80fd\u8bca\u65ad\uff0c\u8fd8\u6709\u6545\u969c\u81ea\u6108\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/cf203eb925827789a84dcec479d264d796f12679.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u8bb2\u4e00\u4e0b\u6574\u4f53\u67b6\u6784\uff0c\u6700\u4e0b\u9762\u5c31\u662f\u6570\u636e\u5c42\uff0c\u5c31\u5728\u505a\u4e00\u4ef6\u4e8b\u60c5\uff0c\u505aFlink\u5b9e\u65f6\u8fd0\u7ef4\u5143\u4ed3\u7684\u5efa\u8bbe\uff0c\u4e00\u90e8\u5206\u662f\u4e1a\u52a1\u6570\u636e\uff0cFlink\u672c\u8eab\u7684\u6570\u636e\uff0c\u4e00\u90e8\u5206\u662f\u5b9e\u65f6\u6570\u636e\uff0c\u4e00\u90e8\u5206\u662f\u56f4\u8868\u6570\u636e\uff0c\u8fd8\u6709\u4e00\u4e9b\u516c\u5171\u6570\u636e\uff0c\u8fd9\u5c42\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u4fdd\u8bc1\u5b9e\u65f6\u548c\u51c6\u786e\u3002<br>\u6570\u636e\u5c42\u4e4b\u4e0a\u5c31\u662f\u670d\u52a1\u5c42\uff0c\u57fa\u7840\u8fd0\u7ef4\u670d\u52a1\uff0c\u8fd8\u6709\u4e00\u5757\u662f\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u5927\u5bb6\u7ecf\u5e38\u542c\u5230\u7684\u5730\u4ea7\u68c0\u6d4b\uff0c\u65e5\u5fd7\u805a\u7c7b\uff0c\u8fd8\u6709\u6700\u5de6\u8fb9\u7684\u4e1a\u52a1\u670d\u52a1\u3001\u8bca\u65ad\u670d\u52a1\u3001\u8d44\u6e90\u670d\u52a1\u3002<br>\u6700\u4e0a\u9762\u662f\u529f\u80fd\u5c42\uff0c\u4e5f\u5f88\u6e05\u6670\uff0c\u5c31\u662f\u5148\u4e1a\u52a1\uff0c\u7528\u6237\u6709\u81ea\u5df1\u7684\u4e1a\u52a1\u4e2d\u5fc3\uff0c\u56f4\u7ed5\u7740\u7a33\u5b9a\u3001\u6210\u672c\u3001\u6548\u7387\u4e09\u5927\u5757\u505a\u7684\uff0c\u9996\u5148\u8981\u8bf4\u7a33\u5b9a\u6027\uff0c\u6211\u4eec\u600e\u4e48\u505a\uff0c\u6211\u4eec\u56f4\u7ed5\u7740\u8f6f\u4ef6\u7684\u53d1\u5e03\uff0c\u6574\u4e2a\u751f\u547d\u5468\u671f\u6765\u8bb2\uff0c\u6bcf\u4e00\u73af\u662f\u600e\u6837\u89e3\u51b3\u7684\uff0c\u7b2c\u4e8c\u5757\u5c31\u662f\u6210\u672c\uff0c\u8d44\u6e90\u7684\u751f\u547d\u5468\u671f\u662f\u600e\u6837\u89e3\u51b3\u7684\uff0c\u518d\u5c31\u662f\u65e5\u5e38\u8fd0\u7ef4\u6548\u7387\u600e\u4e48\u89e3\u51b3\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/cd4d17109cad563a8476124412ead0213562e973.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u8fd9\u662f\u4e00\u4e2aFlink\u8fd0\u7ef4\u7ba1\u63a7\u529f\u80fd\u7684\u5e03\u5c40\uff0c\u5176\u5b9e\u8fd9\u91cc\u529f\u80fd\u5f88\u591a\uff0c\u5149\u83dc\u5355\u5e03\u5c40\u5c31\u6709\u5f88\u591a\u7248\uff0c\u540e\u6765\u6211\u4eec\u627e\u5230\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u601d\u8def\uff0c\u5c31\u662f\u4e1a\u52a1\u6709\u7528\u6237\u3001\u4f5c\u4e1a\u3001\u76d1\u63a7\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u662f\u8fd0\u7ef4\uff0c\u8fd0\u7ef4\u5c31\u662f\u7a33\u5b9a\uff0c\u9762\u5411\u8fd0\u7ef4\u7684\u5b9e\u4f53\u6709\u96c6\u7fa4\u3001\u673a\u5668\u3001\u4e1a\u52a1\u3001\u670d\u52a1\uff0c\u8fd8\u6709\u5c31\u662f\u8fd0\u8425\uff0cKPI\u7684\u8861\u91cf\uff1b\u5206\u6790\u5c31\u662f\u63d0\u5347\u6548\u7387\u7684\uff0c\u9762\u5411\u7528\u6237\u7684\u4e1a\u52a1\u6709\u5b9e\u65f6\u6240\u6709\u7684\u4f5c\u4e1a\uff0c\u961f\u5217\u3001\u9884\u7b97\u7b49\u7b49\u3002\u8fd9\u662f\u8fd0\u7ef4\uff0c\u9762\u5411\u7ba1\u63a7\u7684\uff0c\u6709\u51e0\u4e2a\u8fd0\u7ef4\uff0c\u6bcf\u4e2a\u70b9\u8fdb\u53bb\u53ef\u4ee5\u7ba1\u7406\u4e00\u4e2a\u96c6\u7fa4\uff0c\u4e5f\u53ef\u4ee5\u7ba1\u7406\u51e0\u767e\u4e2a\u96c6\u7fa4\u3002<br>\u8fd9\u662f\u8bca\u65ad\u5206\u6790\uff0c\u4e0b\u9762\u4f1a\u8bb2\uff0c\u6211\u4eec\u7684\u76ee\u6807\u5c31\u662f\u8bf4\u4e00\u4e2a\u7ad9\u70b9\u8981\u80fd\u505a\u5230\u6240\u6709\u7684\u96c6\u7fa4\u7684\u8fd0\u7ef4\uff0c\u8fd9\u4e2a\u5176\u5b9e\u662f\u5f88\u6709\u6311\u6218\u7684\uff0c\u56e0\u4e3a\u4e2d\u95f4\u6d89\u53ca\u5230\u5f88\u591a\u90e8\u7f72\u67b6\u6784\u7684\u5f02\u6784\uff0c\u8fd8\u6709\u7f51\u7edc\u57df\uff0c\u963f\u91cc\u7684\u7f51\u7edc\u57df\u6bd4\u8f83\u590d\u6742\uff0c\u6709\u5f88\u5927\u6311\u6218\u5728\u540e\u9762\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81Flink_%E8%BF%90%E7%BB%B4%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88\"><\/span><strong>\u4e09\u3001Flink \u8fd0\u7ef4\u89e3\u51b3\u65b9\u6848<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/92a1e82dce4708a4c8e89c0ec7e7f24a56763cad.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u5148\u8bf4\u53d1\u5e03\u53d8\u66f4\uff0c\u6211\u524d\u51e0\u5e74 GOPS 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/a35953e919304a739e6c2f37465bebd952052e30.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u53e6\u5916\u4e00\u4e2a\u5c31\u662f\u6d41\u7a0b\u5f88\u590d\u6742\uff0c\u590d\u6742\u5728\u54ea\uff1f\u4ece\u4e00\u4e2a\u8f6f\u4ef6\u5305\u53d1\u51fa\u6765\uff0c\u6709\u5f88\u591a\u6a21\u5757\uff0c\u7136\u540e\u5230\u6d4b\u8bd5\u73af\u5883\uff0c\u5230\u9884\u53d1\u5e03\u518d\u751f\u4ea7\u73af\u5883\uff0c\u8fd9\u4e2a\u6d41\u7a0b\u6709\u5c42\u5c42\u5ba1\u6279\u673a\u5236\uff0c\u53ef\u80fd\u4f1a\u6709\u7194\u65ad\u3001\u56de\u6eda\u3001\u9a8c\u8bc1\uff0c\u8fd9\u4e2a\u6d41\u7a0b\u975e\u5e38\u590d\u6742\u3002<br>\u6700\u4e0b\u9762\u662f\u53d1\u5e03\u4e00\u4e2a\u6280\u672f\u670d\u52a1\uff0c\u4e0b\u9762\u4e5f\u4f1a\u8c03\u7528\u4e00\u4e9b\u5929\u57fa\u7b49\u7b49\u5176\u4ed6\u80fd\u529b\uff0c\u8303\u56f4\u662f\u53d1\u5e03\u6d41\u7a0b\uff0c\u6700\u540e\u662f\u53d1\u5e03\u573a\u666f\uff0c\u7528\u6237\u548c\u5e73\u53f0\u4fa7\u7684\u53d1\u5e03\uff0c\u6211\u4eec\u628a\u5f88\u591a\u573a\u666f\u5de5\u5355\u5316\uff0c\u9884\u5148\u5b9a\u4e49\u597d\u6240\u6709\u7684\u53d1\u5e03\u6d41\u7a0b\uff0c\u53ea\u8981\u63d0\u4e00\u4e2a\u5355\u5b50\uff0c\u6240\u6709\u53d1\u5e03\u7684\u8ba1\u5212\u90fd\u7f16\u6392\u597d\u4e86\u3002<br>\u8fd9\u5468\u53d1\u8fd9\u4e24\u4e2a\u96c6\u7fa4\uff0c\u6240\u6709\u7684\u53d1\u5e03\u8ba1\u5212\u90fd\u5df2\u7ecf\u7f16\u6392\u597d\u4e86\uff0c\u7136\u540e\u53d1\u5e03\u4e4b\u540e\u8fdb\u884c\u6267\u884c\uff0c\u80fd\u505a\u5230\u5206\u949f\u7ea7\u522b\u7684\u63d0\u5355\uff0c\u4f46\u662f\u6700\u7ec8\u4e5f\u662f\u9762\u5411\u4e2d\u53f0\u7684\uff0c\u53ef\u80fd\u4f1a\u5229\u7528\u5929\u57fa\u7684\u80fd\u529b\uff0c\u505a\u5230\u5168\u670d\u52a1\u96c6\u7fa4\u7684\u81ea\u52a8\u5316\uff0c\u4fdd\u6301\u4e00\u81f4\u3002<br>\u521a\u624d\u8bf4\u4e86\u8f6f\u4ef6\u53d1\u5e03\uff0c\u8fd9\u91cc\u8bb2\u4e00\u4e2aFlink\u7684\uff0c\u8f6f\u4ef6\u5305\u53d1\u5230\u96c6\u7fa4\u4e0a\u9762\u540e\uff0c\u600e\u4e48\u6837\u8ba9\u7528\u6237\u7528\u8d77\u6765\uff0c\u7528\u6237\u7684\u4f5c\u4e1a\u662f\u957f\u4efb\u52a1\uff0c\u662f\u4e00\u76f4\u8dd1\u5728\u7ebf\u4e0a\u7684\uff0c\u9664\u975e\u8981\u505c\u4e0b\u6765\uff0c\u7528\u65b0\u7684\u7248\u672c\u628a\u8d44\u6e90\u5168\u90e8\u4f20\u4e0a\u53bb\uff0c\u624d\u80fd\u5347\u7ea7\u5230\u65b0\u7684\uff0c\u8fd9\u662f\u6d41\u8ba1\u7b97\u672c\u8eab\u7684\u539f\u7406\u3002<br>\u6570\u636e\u662f\u4e00\u4e2a\u65f6\u95f4\u8f74\uff0c\u572810\u70b9\u949f\u505c\u4e86\uff0c\u600e\u4e48\u4fdd\u8bc1\u572811\u70b9\u8d77\u6765\uff1f\u600e\u4e48\u6837\u4fdd\u8bc1\u81ea\u5bf9\u56de\u8ffd\u56de\u6765\uff0c\u6709\u4e00\u4e2astate\uff0c\u628a\u6240\u6709\u7684\u8ba1\u7b97\u4e2d\u5fc3\u7ed3\u679c\u90fd\u5199\u5728\u672c\u5730\u5b58\u50a8\u4e0a\u9762\uff0c\u4e0d\u540c\u7248\u672c\u4e4b\u95f4\u6709\u4e0d\u540c\u7684\u517c\u5bb9\u60c5\u51b5\uff0c\u800c\u4e14\u6574\u4e2a\u5347\u7ea7\u975e\u5e38\u590d\u6742\uff0c\u51e0\u4e07\u4e2a\u4f5c\u4e1a\u5347\u7ea7\u4e5f\u662f\u975e\u5e38\u96be\u7684\u3002\u5728\u4e1a\u52a1\u7684\u53d1\u5e03\u4e0a\uff0c\u5929\u57fa\u89e3\u51b3\u4e0d\u4e86\u6211\u4eec\u7684\u95ee\u9898\u3002\u6211\u4eec\u6709\u81ea\u5df1\u7684\u4e00\u5957\u65b9\u6848\uff0c\u5927\u5bb6\u5bf9\u8fd9\u5757\u6709\u5f88\u591a\u6280\u672f\u7ec6\u8282\uff0c\u5927\u5bb6\u5bf9Flink\u4e0d\u4e86\u89e3\uff0c\u6211\u5c31\u6682\u65f6\u4e0d\u8bf4\u4e86\u3002<br>\u6700\u7ec8\u80fd\u591f\u505a\u5230\u7528\u6237\u6839\u636e\u81ea\u5df1\u7684\u4e1a\u52a1\u5c5e\u6027\u505a\u6279\u91cf\u81ea\u52a8\u5316\u5347\u7ea7\uff0c\u6211\u4eec\u4f1a\u628a\u5347\u7ea7\u7684\u95ed\u73af\u5168\u90e8\u6253\u901a\uff0c\u5347\u7ea7\u5931\u8d25\u4e86\u81ea\u52a8\u56de\u6eda\uff0c\u5347\u7ea7\u6210\u529f\u81ea\u52a8\u901a\u77e5\u7b49\u7b49\uff0c\u8fd9\u91cc\u9762\u6709\u6bd4\u8f83\u591a\u7684\u6280\u672f\u7ec6\u8282\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/f5fc4fffa4c55590f43f74d231852a223a07fc8f.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u8f6f\u4ef6\u4e0a\u7ebf\u4ee5\u540e\uff0c\u7528\u6237\u7528\u8d77\u6765\u4e86\uff0c\u63a5\u4e0b\u6765\u600e\u4e48\u6837\u4fdd\u8bc1\u7528\u6237\u5e73\u7a33\u8fd0\u884c\uff0c\u5176\u5b9e\u5c31\u662f\u6545\u969c\u3002\u6211\u89c9\u5f97GOPS\u5927\u5bb6\u628a\u6545\u969c\u548c\u5f02\u5e38\uff0c\u901a\u8fc7\u5f02\u5e38\uff0c\u5e73\u65f6\u6709\u4e00\u4e2a\u62a5\u8b66\u4e5f\u7b97\u5f02\u5e38\uff0c\u4f46\u662f\u6211\u4eec\u6700\u5173\u5fc3\u7684\u5982\u679c\u6309\u62a5\u8b66\u6765\u505a\uff0c\u62a5\u8b66\u592a\u591a\u4e86\uff0c\u6211\u4eec\u5bf9\u5173\u5fc3\u7684\u662f\u6545\u969c\uff0c\u4f20\u7edf\u7684\u6545\u969c\u3002<br>\u5927\u5bb6\u90fd\u77e5\u9053\uff0c\u611f\u89c9\u6545\u969c\u8fd9\u4e2a\u4e1c\u897f\u4e0d\u671f\u800c\u81f3\uff0c\u6ca1\u6709\u529e\u6cd5\u907f\u514d\u8fd9\u4e2a\u6545\u969c\u4ec0\u4e48\u65f6\u5019\u6765\uff0c\u6bcf\u6b21\u6765\u4f60\u597d\u50cf\u90fd\u5f88\u88ab\u52a8\uff0c\u548c\u5c0f\u5b69\u4e00\u6837\uff0c\u4ec0\u4e48\u65f6\u5019\u54ed\u4e0d\u77e5\u9053\uff0c\u6765\u4e34\u7684\u65f6\u5019\u5404\u79cd\u95ee\u9898\uff0c\u8001\u677f\u5728\u95ee\u4f60\uff0c\u51fa\u4ec0\u4e48\u95ee\u9898\u4e86\uff0c\u4e1a\u52a1\u5404\u79cd\u53cd\u9988\uff0c\u4f60\u5c31\u624b\u5fd9\u811a\u4e71\u7684\u3002\u7ed3\u675f\u4e4b\u540e\u5f88\u7d2f\uff0c\u53ef\u80fd\u60f3\u62a5\u8b66\u6ca1\u8986\u76d6\u5230\uff0c\u52a0\u4e00\u4e9b\u62a5\u8b66\u5427\uff0c\u6216\u8005\u8bf4\u6d41\u7a0b\u6709\u95ee\u9898\uff0c\u6539\u5584\u4e00\u4e0b\u6d41\u7a0b\u3002\u6545\u969c\u5c31\u662f\u8fd9\u6837\uff0c\u5f88\u96be\u3002<br>\u4f46\u662f\u5176\u5b9e\u6211\u4eec\u53bb\u5e74\u505a\u4e86\u4e00\u4e2a\u4e8b\u60c5\uff0c\u5176\u5b9e\u6545\u969c\u672c\u8eab\u4e5f\u662f\u6709\u4e00\u4e2a\u5b8c\u6574\u7684\u751f\u547d\u5468\u671f\u7684\uff0c\u9996\u5148\u5c31\u662f\u670d\u52a1\u6b63\u5e38\uff0c\u76ee\u6807\u5c31\u662f\u6765\u51cf\u5c11\u6545\u969c\uff0c\u6bcf\u4e2a\u7cfb\u7edf\u90fd\u6709\u81ea\u5df1\u7684\u6545\u969c\u5b9a\u4e49\uff0c\u5f00\u59cb\u6709\u4e00\u4e9b\u5f02\u5e38\u9690\u60a3\uff0c\u6bd4\u5982\u8bf4\u96c6\u7fa4\u6709\u4e00\u4e2a\u4e94\u5343\u53f0\u673a\u5668\uff0c\u6709\u51e0\u4e2a\u4f5c\u4e1a\u5f88\u6076\u52a3\uff0c\u73b0\u573a\u6162\u6162\u5728\u6cc4\u9732\uff0c\u5f88\u591a\u53f0\u673a\u5668\u5df2\u7ecf\u6162\u6162\u5728\u6da8\u4e86\uff0c\u4f46\u662f\u6ca1\u6709\u95ee\u9898\u3002<br>\u7b49\u5230\u6da8\u5230\u4e00\u5b9a\u7684\u503c\uff0c\u6bd4\u5982\u4e00\u53f0\u673a\u5668\u7684\u5185\u6838\u7ebf\u5230\u5341\u4e07\uff0c\u53ef\u80fd\u5f00\u59cbload\u5f88\u9ad8\u5f88\u9ad8\uff0c\u5927\u91cf\u7684\u65f6\u5019CPU\u90fd\u6d88\u8017\u5728\u5185\u6838\u7ebf\u7a0b\u5207\u6362\u4e0a\u3002\u5982\u679c\u518d\u4e0d\u5904\u7406\uff0c\u56e0\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u5176\u4ed6\u7684\u4f5c\u4e1a\uff0c\u8fd0\u884c\u7684\u6240\u6709\u7684\u4f5c\u4e1a\u4f1a\u6709\u5fc3\u8df3\u5417\uff1f\u5fc3\u8df3\u8d85\u65f6\uff0c\u5c31\u6709\u6545\u969c\u4e86\u3002<br>\u6545\u969c\u53d1\u751f\u5f00\u59cb\u67e5\uff0c\u67e5\u5b8c\u4e4b\u540e\u6062\u590d\u6545\u969c\uff0c\u53c8\u6062\u590d\u5230\u6b63\u5e38\uff0c\u53c8\u5f00\u59cb\u4e0d\u65ad\u5faa\u73af\uff0c\u8fd9\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u751f\u547d\u5468\u671f\uff0c\u5176\u5b9e\u628a\u8fd9\u4e9b\u6545\u969c\u62c6\u501f\u4e00\u4e0b\uff0c\u5206\u6210\u4e24\u90e8\u5206\uff0c\u4e00\u90e8\u5206\u662f\u6545\u969c\u7684\u9690\u60a3\uff0c\u6211\u4eec\u6ca1\u6709\u6545\u969c\uff0c\u4f46\u662f\u7cfb\u7edf\u5df2\u7ecf\u6709\u5f02\u5e38\u4e86\uff0c\u8fd9\u4e2a\u65f6\u5019\u4e0d\u7528\u80cc\u4ec0\u4e48\u8d23\u4efb\uff0c\u8fd9\u4e2a\u65f6\u5019\u6211\u4eec\u8981\u505a\u5230\u4e3b\u52a8\u53d1\u73b0\u548c\u6cbb\u6108\u3002<br>\u7b2c\u4e8c\u70b9\u53d1\u751f\u4e86\u600e\u4e48\uff0c\u53d1\u751f\u6ca1\u8f99\uff0c\u53ea\u80fd\u5feb\u901f\u53d1\u73b0\uff0c\u8fc5\u901f\u6062\u590d\u3002\u6545\u969c\u5176\u5b9e\u662f\u6709\u751f\u547d\u5468\u671f\u7684\uff0c\u6b63\u786e\u7406\u89e3\u751f\u547d\u5468\u671f\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u6280\u672f\u624b\u6bb5\u7cfb\u7edf\u89e3\u51b3\u6545\u969c\uff0c\u5e76\u4e14\u80fd\u591f\u505a\u5230\u4f4e\u6210\u672c\u7ef4\u6301\u4f4f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/3145ead6cb337e2cc225b03eda992c7575a72490.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u6545\u969c\u9690\u60a3\u6211\u4eec\u600e\u4e48\u53d1\u73b0\u548c\u6cbb\u6108\uff0c\u5206\u4e24\u90e8\u5206\uff0c\u6709\u6f5c\u4f0f\u671f\u548c\u66b4\u9732\u7684\u3002\u6f5c\u4f0f\u671f\u5c31\u662f\u4e0d\u77e5\u9053\uff0c\u66b4\u9732\u5c31\u662f\u7535\u8bdd\u62a5\u8b66\uff0c\u4f1a\u5206\u6790\u5404\u79cd\u6570\u636e\uff0c\u628a\u6570\u636e\u62ff\u8fc7\u6765\u4e4b\u540e\uff0c\u7b2c\u4e8c\u90e8\u5206\u5c31\u662f\u5206\u6790\uff0c\u53ef\u4ee5\u7528\u76d1\u63a7\uff0c\u4f20\u7edf\u7684\u9608\u503c\u76d1\u63a7\u4e5f\u53ef\u4ee5\uff0c\u5bf9\u4e8e\u6709\u4e00\u4e2a\u5f02\u5e38\u4e8b\u4ef6\uff0c\u8fd9\u662f\u4e00\u4e2a\u6f5c\u4f0f\u671f\u7684\u4e8b\u4ef6\uff0c\u4e3b\u52a8\u53d1\u73b0\u7684\u5f02\u5e38\u4e8b\u4ef6\u3002<br>\u6211\u4eec\u901a\u8fc7\u4e00\u6761\u5b9e\u65f6\u94fe\u8def\uff0c\u56e0\u4e3a\u5f02\u5e38\u4e8b\u4ef6\u5982\u679c\u8fdb\u5165\u4e00\u4e2a\u7cfb\u7edf\u91cc\u9762\uff0c\u5904\u7406\u6162\u7684\u8bdd\u5c31\u4f1a\u5bfc\u81f4\u6545\u969c\uff0c\u8fdb\u5165\u4e0b\u9762\u7684\u6cbb\u6108\u7cfb\u7edf\u91cc\u9762\uff0c\u5927\u5bb6\u81ea\u5df1\u5f00\u53d1\u7684\uff0c\u611f\u77e5\u51b3\u7b56\u6267\u884c\uff0c\u6211\u611f\u77e5\u8fd9\u4e2a\u4e8b\u4ef6\uff0c\u7136\u540e\u505a\u51b3\u7b56\uff0c\u6700\u540e\u6267\u884c\uff0c\u8fd0\u7ef4\u7cfb\u7edf\u4e0d\u65ad\u628a\u6211\u4eec\u7684\u7ecf\u9a8c\u6c89\u6dc0\u3002<br>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6f5c\u4f0f\u671f\u6709\u54ea\u4e9b\u81ea\u6108\u573a\u666f\uff0c\u6709\u4e9b\u4f5c\u4e1a\u78c1\u76d8\u5199\u7684\u5f88\u731b\uff0c\u8fd8\u6709\u4e00\u4e9b\u4f5c\u4e1a\u6302\u4e86\uff0c\u4e00\u4e2a\u4f5c\u4e1a\u6302\u4e86\u6ca1\u4ec0\u4e48\u95ee\u9898\uff0c\u5df2\u66b4\u9732\u81ea\u6108\u7cfb\u7edf\uff0c\u62a5\u8b66\uff0c\u5f02\u5e38\u4e8b\u4ef6\uff0c\u8fdb\u884c\u611f\u77e5\uff0c\u6211\u4eec\u627e\u5230\u4e00\u767e\u53f0\u673a\u5668\uff0c\u7136\u540e\u8fdb\u884c\u4f5c\u4e1a\uff0c\u89e3\u51b3\u95ee\u9898\u4e4b\u540e\u901a\u77e5\u7528\u6237\u5df2\u7ecf\u6062\u590d\u3002<br>\u6211\u4eec\u52a8\u4f5c\u8fd9\u5957\u7cfb\u7edf\u548c\u7406\u8bba\uff0c\u8fd9\u662f\u771f\u5b9e\u7684\u573a\u666f\uff0c\u4e4b\u524d\u7535\u8bdd\u544a\u8b66\u6bcf\u5468\u670928\u4e2a\u523029\u4e2a\u5de6\u53f3\uff0c\u73b0\u5728\u6211\u4eec\u505a\u5230\u4e86\u4e2a\u4f4d\u6570\uff0c\u6bcf\u5468\u53ea\u6709\u4e24\u4e09\u4e2a\u7535\u8bdd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/b40ec0e1a28b05d2a088d791a650248a420472b3.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u6545\u969c\u9690\u60a3\u9636\u6bb5\uff0c\u6211\u4eec\u53ef\u80fd\u5c3d\u529b\u4e86\uff0c\u4f46\u662f\u771f\u7684\u51fa\u6545\u969c\u4e86\uff0c\u5230\u4e86\u7b2c\u4e8c\u4e2a\u9636\u6bb5\u3002\u771f\u7684\u6545\u969c\u4e86\uff0c\u6545\u969c\u600e\u4e48\u53d1\u73b0\u548c\u6062\u590d\uff0cGOPS\u5f88\u591a\u573a\u90fd\u8bf4\u4e86\uff0c\u6709\u4e00\u4e2a\u5f02\u5e38\uff0c\u5f02\u5e38\u68c0\u6d4b\uff0c\u6839\u56e0\u5206\u6790\uff0c\u7136\u540e\u53cd\u9988\u3002<\/p>\n\n\n\n<p>\u9996\u5148\u6211\u4eec\u6709\u4e00\u4e2a\u6545\u969c\u5b9a\u4e49\uff0c\u56e0\u4e3a\u7cfb\u7edf\u5f88\u5927\uff0c\u9700\u8981\u627e\u51fa\u4e00\u5230\u4e24\u4e2a\u6307\u6807\uff0c\u80fd\u8bf4\u6e05\u695a\uff0c\u8fd9\u4e2a\u6307\u6807\u6709\u95ee\u9898\uff0c\u6211\u7684\u670d\u52a1\u5c31\u6709\u95ee\u9898\u3002\u50cf\u6dd8\u5b9d\u5929\u732b\uff0c\u4e0b\u5355\u662f\u4e00\u4e2aKPI\uff0c\u652f\u4ed8\u662f\u4e00\u4e2aKPI\uff0c\u8df3\u8f6c\u53c8\u662f\u4e00\u4e2aKPI\uff0c\u524d\u7aef\u8bbf\u95ee\u4e0d\u4e86\u6ca1\u6709\u5f71\u54cd\uff0c\u8d8a\u5f80\u4e0b\u7684\u6307\u6807\u6ca1\u6709\u610f\u4e49\u7684\u3002<\/p>\n\n\n\n<p>\u6574\u4e2a\u96c6\u7fa4\u7684\u6c34\u4f4d\u7a81\u7136\u6389\u4e0b\u6765\uff0c\u6709\u53ef\u80fd\u662f\u8f6f\u4ef6\u5347\u7ea7\uff0c\u4e5f\u6709\u53ef\u80fd\u662f\u4e00\u90e8\u5206\u7528\u6237\u505c\u4e86\u4e00\u90e8\u5206\u4f5c\u4e1a\uff0c\u81ea\u5df1\u4eba\u4e3a\u64cd\u4f5c\u7684\uff0c\u4e0d\u7b97\u6545\u969c\u3002\u8d8a\u5f80\u4e0b\u7684\u6307\u6807\u8d8a\u6ca1\u6709\u610f\u4e49\uff0c\u4f46\u662f\u6d41\u91cf\u5982\u679c\u8dcc\u4e0b\u6765\u4e86\uff0c\u5f88\u6709\u53ef\u80fd\u662f\u6545\u969c\uff0c\u4f46\u662f\u4e5f\u4e0d\u4e00\u5b9a\uff0c\u4f46\u662f\u8d77\u7801\u8c01\u4f4d\u8d8a\u5f80\u4e0a\u6307\u6807\u80af\u5b9a\u66f4\u6709\u610f\u4e49\uff0c\u566a\u97f3\u8d8a\u6765\u8d8a\u5c0f\u3002<\/p>\n\n\n\n<p>Flink\u62ff\u6bcf\u4e2a\u8fd0\u884c\u72b6\u6001\uff0c\u628a\u8fd9\u4e2a\u4f5c\u4e1a\u72b6\u6001\u505a\u6210\u5f88\u591a\u6761\u66f2\u7ebf\uff0c\u53cd\u6620\u670d\u52a1\u7684\u60c5\u51b5\uff0c\u6700\u7ec8\u8fd9\u4e2a\u6307\u6807\u7684\u9ec4\u91d1\u6307\u6807\uff0c\u8981\u8861\u91cf\u4e00\u4e2a\u670d\u52a1\u597d\u4e0d\u597d\u7684\u6700\u540e\u4e00\u4e2a\u9ec4\u91d1\u6307\u6807\u80af\u5b9a\u5f88\u7b80\u5355\uff0c\u4e0d\u53ef\u80fd\u6709\u5f88\u591a\u5f88\u591a\u6761\u66f2\u7ebf\uff0c\u90a3\u80af\u5b9a\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u5982\u679c\u6709\u90a3\u80af\u5b9a\u5c31\u662f\u9ec4\u91d1\u6307\u6807\uff0c\u63d0\u53d6\u6ca1\u6709\u5bf9\uff0c\u57fa\u4e8e\u8fd9\u4e2a\u9ec4\u91d1\u6307\u6807\u8fdb\u884c\u68c0\u6d4b\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u662f\u591a\u6307\u6807\u5173\u8054\uff0c\u6211\u4eec\u8981\u5173\u8054\u5f02\u5e38\u66f2\u7ebf\u4e0a\u53bb\uff0c\u4e00\u4e2a\u662f\u65ad\u5d16\u5f0f\u7684\uff0c\u4e00\u4e2a\u662f\u7a81\u589e\u7684\uff0c\u63a5\u4e0b\u6765\u662f\u6545\u969c\u5b9a\u4f4d\uff0c\u6545\u969c\u5b9a\u4f4d\u4e00\u5b9a\u8981\u8bf4\u6e05\u695a\uff0c\u73b0\u5728\u5230\u5e95\u51fa\u4ec0\u4e48\u95ee\u9898\u4e86\uff1b\u6211\u8981\u628a\u6211\u7684\u6545\u969c\u91cf\u5316\u51fa\u6765\uff0c\u6211\u54ea\u91cc\u51fa\u4e86\u95ee\u9898\uff0c\u5927\u6982\u51fa\u4e86\u4ec0\u4e48\u95ee\u9898\uff0c\u6211\u73b0\u5728\u5230\u5e95\u53d7\u4e86\u591a\u5c11\u635f\u5931\uff0c\u6211\u4eec\u4e00\u5b9a\u8981\u8bf4\u6e05\u695a\uff0c\u54ea\u4e2a\u670d\u52a1\uff0c\u54ea\u4e2a\u5730\u65b9\u54ea\u4e2a\u96c6\u7fa4\u6709\u95ee\u9898\uff0c\u5927\u6982\u591a\u5c11\u4e2a\u4f5c\u4e1a\u53d7\u5f71\u54cd\u4e86\uff0c\u8fd9\u4e9b\u4e1c\u897f\u4e00\u5b9a\u8981\u8bf4\u6e05\u695a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/0a04d20f38e3f718099db0e09cbbefa357b750c1.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u518d\u5c31\u662f\u6839\u56e0\u5b9a\u4f4d\uff0c\u5176\u5b9e\u8fd9\u5757\u5f88\u96be\uff0c\u6211\u4eec\u6ca1\u6709\u7528\u5f88\u591a\u4e71\u4e03\u516b\u7cdf\u7684\u6240\u53d1\uff0c\u6211\u4eec\u5c31\u662f\u6839\u636e\u81ea\u5df1\u7684\u7ecf\u9a8c\u628a\u90a3\u4e9b\u7ecf\u9a8c\u4ee3\u7801\u4e00\u4e2a\u4e00\u4e2a\u5199\u4e0b\u6765\uff0c\u6211\u77e5\u9053\u6545\u969c\u53d1\u751f\u7684\u6839\u56e0\uff0c\u6211\u5c31\u5f00\u59cb\u81ea\u6108\uff0c\u8fd9\u4e5f\u6ca1\u6709\u90a3\u4e48\u7b80\u5355\uff0c\u6709\u4e9b\u7b80\u5355\u7684\u573a\u666f\u53ef\u4ee5\u505a\u81ea\u52a8\u5316\u6062\u590d\u7684\uff0c\u6bd4\u5982\u8bf4\u54ea\u6709\u95ee\u9898\u4e00\u628a\u5207\uff0c\u53ef\u4ee5\u4ece\u7b2c\u4e09\u4e2a\u670d\u52a1\u8bca\u65ad\uff0c\u4f60\u4eec\u770b\u5230\u4e86\u8fd9\u91cc\u53ef\u80fd\u4e0d\u662f\u5f88\u6e05\u6670\uff0c\u662f\u4e00\u4e2a\u51fa\u6545\u969c\u7684\u65f6\u5019\u6211\u4eec\u9489\u9489\u6709\u63a8\u9001\uff0c\u6709\u4ec0\u4e48\u95ee\u9898\u51fa\u6765\u4e86\u3002<br>\u73b0\u5728Flink\u670d\u52a1\u662f\u4e0d\u662f\u6b63\u5e38\u7684\uff1f\u8fd9\u662f\u4e00\u4e2a\u6bd4\u8f83\u96be\u7684\u95ee\u9898\uff0c\u56e0\u4e3a\u6574\u4e2a\u7cfb\u7edf\u975e\u5e38\u590d\u6742\uff0c\u5f88\u5e9e\u5927\uff0c\u4e0d\u662f\u4e00\u6761\u94fe\u8def\uff0c\u751a\u81f3\u4e0d\u662f\u4e00\u4e2a\u94fe\u8def\u4e0b\u6765\u7684\uff0c\u53ef\u80fd\u4f1a\u6709\u5f02\u6b65\u7684\uff0c\u4e5f\u6ca1\u6709\u4e00\u4e2aID\uff0c\u4e0d\u540c\u7684\u8fd0\u7ef4\u65f6\u671f\u91cc\u9762\u5bf9\u8c61\u90fd\u662f\u4e0d\u4e00\u6837\u7684\uff0c\u800c\u4e14\u6545\u969c\u6392\u67e5\u7387\u4f4e\u7684\u8bdd\u8fd8\u6709\u53ef\u80fd\u4f1a\u9020\u6210\u6545\u969c\u3002<br>\u6211\u4eec\u600e\u4e48\u8bca\u65ad\u8fd9\u4e2a\u4e8b\u60c5\uff0c\u4e00\u4e2a\u7cfb\u7edf\uff0c\u4e00\u4e2a\u96c6\u7fa4\u6709\u5f88\u591a\u6a21\u5757\u5b58\u50a8\u8c03\u5ea6\uff0c\u7ba1\u63a7\uff0c\u6bcf\u4e2a\u6a21\u5757\u4e5f\u6839\u636e\u521a\u624d\u7684\u89c4\u5219\u5c1d\u8bd5\u63d0\u53d6\u4e00\u5230\u4e24\u4e2a\u9ec4\u91d1\u6307\u6807\uff0c\u8861\u91cf\u6a21\u5757\u597d\u4e0d\u597d\uff0c\u57fa\u4e8e\u8fd9\u4e2a\u9ec4\u91d1\u6307\u6807\u505a\u6a21\u5757\u8bca\u65ad\uff0c\u7136\u540e\u518d\u8bf4\u96c6\u7fa4\u597d\u4e0d\u597d\uff0c\u96c6\u7fa4\u8bca\u65ad\u505a\u5b8c\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u505a\u670d\u52a1\u8bca\u65ad\uff0c\u8fd9\u662f\u5938\u5f20\u4e00\u70b9\uff0c\u5206\u949f\u754c\u522b\u53d1\u73b0\u6545\u969c\uff0c\u6839\u56e0\u548c\u6062\u590d\u5efa\u8bae\u6211\u4eec\u505a\u4e0d\u5230\uff0c\u8fd9\u4e2a\u8fd8\u4e0d\u884c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/1248e3b87b24fae408cacce0935c86244d7bec86.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u518d\u6765\u8bf4\u548cFlink\u6709\u70b9\u5173\u7cfb\u7684\uff0c\u5927\u4fc3\u7684\u538b\u6d4b\u600e\u4e48\u505a\uff0c\u7528\u6237\u6709\u5f88\u591a\u4f5c\u4e1a\u5728\u7ebf\u4e0a\u8dd1\uff0c\u6211\u4eec\u8981\u505a\u4e00\u4ef6\u4e8b\u60c5\uff0c\u628a\u7528\u6237\u7684\u4f5c\u4e1a\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u4f5c\u4e1a\u7684\u8ba1\u7b97\u903b\u8f91\u4ee3\u7801\u90fd\u4e0d\u4e00\u6837\uff0c\u6211\u4eec\u9700\u8981\u628a\u7528\u6237\u8ba1\u7b97\u903b\u8f91\u8003\u4e00\u4efd\u5230\u5907\u94fe\u8def\uff0c\u770b\u80fd\u4e0d\u80fd\u8fbe\u5230\u8981\u6c42\u3002<br>\u5982\u679c\u80fd\u591f\u8fbe\u5230\u7684\uff0c\u76f8\u5f53\u4e8e\u53cc\u5341\u4e00\u53ef\u4ee5\u89e3\u51b3\u95ee\u9898\uff0c\u514b\u9686\u4e00\u4e2a\u5f71\u5b50\u4f5c\u4e1a\uff0c\u66ff\u6362\u4e86\u4e0a\u4e0b\u6e38\uff0c\u5c31\u5f00\u59cb\u4e0d\u65ad\u52a0\u538b\u529b\uff0c\u505a\u5404\u79cd\u5b9e\u65f6\u76d1\u63a7\u6027\u80fd\u62a5\u8868\uff0c\u4e00\u4e2a\u4f5c\u4e1a\u53ea\u8981\u5728\u5e73\u53f0\u4e0a\u70b9\u4e00\u4e0b\uff0c\u5c31\u53ef\u4ee5\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e9b\u4e8b\u60c5\u3002<br>\u518d\u8bf4\u4e00\u4e2a\u5927\u5bb6\u76f4\u89c2\u611f\u53d7\u7684\u4e1c\u897f\uff0c\u521a\u624d\u8bf4\u4e86\u6574\u4e2a\u670d\u52a1\u672c\u8eab\u5df2\u7ecf\u6bcf\u79d2\u5728\u5904\u7406\u51e0\u5341\u4ebf\u8868\u6570\u636e\u4e86\uff0c\u6309\u7167\u6b63\u5e38\u53cc\u5341\u4e00\u7684\u91cf\uff0c\u80af\u5b9a\u662f\u5e73\u65f6\u7684\u51e0\u500d\uff0c\u4f60\u8981\u9020\u51fa\u6765\u7684\u91cf\u4e5f\u5e94\u8be5\u662f\u51e0\u5341\u4ebf\u7684\u51e0\u500d\u4e0d\u7136\u903b\u8f91\u8bf4\u4e0d\u8fc7\u53bb\uff0c\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u96be\u7684\u4e8b\u60c5\uff0c\u7ed9\u4f60\u4e00\u767e\u4e2a\u673a\u5668\u4eba\u4e5f\u89e3\u51b3\u4e0d\u4e86\uff0c\u66f4\u4e0d\u7528\u8bf4\u5c0f\u811a\u672c\uff0c\u6839\u672c\u4e0d\u53ef\u80fd\u3002<br>\u8fd9\u5c31\u662f\u6211\u4eec\u53ef\u80fd\u5927\u6570\u636e\u8fd0\u7ef4\u540c\u5b66\u7684\u4e00\u4e2a\u6bd4\u8f83\u5f3a\u7684\u611f\u89c9\uff0c\u6211\u4eec\u5f88\u64c5\u957f\u5229\u7528\u81ea\u5df1\u8fd0\u7ef4\u7684\u5927\u6570\u636e\u7cfb\u7edf\uff0c\u6765\u89e3\u51b3\u6211\u4eec\u81ea\u5df1\u5728\u5927\u6570\u636e\u8fd0\u7ef4\u5f53\u4e2d\u78b0\u5230\u7684\u5404\u79cd\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u60f3\u4e86\u4e00\u4e2a\u5f88\u5de7\u5999\u7684\u65b9\u6848\uff0c\u6211\u4eec\u7528 Flink \u81ea\u5df1\u7684\u80fd\u529b\uff0c\u8fd9\u4e9b Flink \u53ef\u4ee5\u5f88\u5de7\u5999\u89e3\u51b3\u4e24\u4e2a\u95ee\u9898\uff0c\u538b\u6d4b\u8fc7\u7a0b\u5f53\u4e2d\u538b\u529b\u5927\u7684\u95ee\u9898\uff0c\u5145\u5206\u5229\u7528 Flink 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/4d0a00d853071d6ebfd9937c450072fb753c871e.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u518d\u6765\u8bf4\u4e00\u4e0b\u7528\u6237\u8d44\u6e90\uff0c\u53ea\u6709\u6211\u4eec\u963f\u91cc\u4eba\u53ef\u4ee5\u4f53\u4f1a\u7528\u6237\u8d44\u6e90\uff0c\u8bf4\u767d\u4e86\u4f60\u6709\u4e94\u4e07\u53f0\u673a\u5668\uff0c\u53ef\u80fd\u6709\u4e94\u767e\u4e07\u4e2aCPU\uff0c\u600e\u4e48\u628a\u8d44\u6e90\u5408\u7406\u5206\u914d\u7ed9\u73b0\u573a\u7528\u6237\uff0c\u6709\u4e9b\u7528\u6237\u8bf4\u6211\u7684\u4e1a\u52a1\u5f88\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u4e00\u4e2a\u5f88\u590d\u6742\u7684\u573a\u666f\uff0c\u6211\u4eec\u600e\u4e48\u628a\u96c6\u7fa4\u8d44\u6e90\u5982\u4f55\u5408\u7406\u7684\u9ad8\u6548\u7684\u5206\u914d\u7ed9\u7528\u6237\uff0c\u6211\u4eec\u5e0c\u671b\u505a\u5230\u6700\u597d\u7684\u72b6\u6001\u662f\u7528\u6237\u4e0d\u7528\u5173\u5fc3\u8d44\u6e90\uff0c\u5982\u679c\u8d44\u6e90\u6c60\u65e0\u9650\u5927\uff0c\u54ea\u90fd\u6709\u8d44\u6e90\uff0c\u6839\u672c\u4e0d\u7528\u5173\u5fc3\u8fd9\u4e2a\u4e8b\u60c5\u3002<\/p>\n\n\n\n<p>\u5176\u5b9e\u7528\u6237\u8d44\u6e90\u4e5f\u6709\u4e00\u4e2a\u751f\u547d\u5468\u671f\uff0c\u4ece\u5f00\u59cb\u7684\u63d0\u9884\u7b97\uff0c\u518d\u5230\u7ebf\u4e0a\u8d44\u6e90\u6269\u5bb9\uff0c\u518d\u5230\u4e0a\u7ebf\u4e4b\u540e\u6709\u4e00\u4e9b\u7528\u6237\u6ee5\u7528\uff0c\u62ff\u5f88\u591a\u8d44\u6e90\u4e0d\u7528\uff0c\u6211\u4eec\u600e\u4e48\u505a\u4f18\u5316\uff0c\u8fd8\u6709\u5c31\u662f\u600e\u4e48\u505a\u5747\u8861\uff0c\u5747\u8861\u4e4b\u540e\u600e\u4e48\u56de\u6536\u8d44\u6e90\uff0c\u600e\u4e48\u6837\u8ba1\u91cf\u8ba1\u8d39\uff0c\u6574\u4e2a\u751f\u547d\u5468\u671f\u901a\u8fc7\u9884\u7b97\u670d\u52a1\u3001\u8d44\u6e90\u670d\u52a1\uff0c\u6574\u4e2a\u7ba1\u63a7\u505a\u8d77\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/yqfile.alicdn.com\/36c9dd97d81d03624c7fa9e9259adcfe63ce5e00.png\" alt=\"image\" title=\"image\"\/><\/figure>\n\n\n\n<p>\u7b2c\u4e8c\u5757\u786c\u4ef6\u8d44\u6e90\u600e\u4e48\u7ba1\u7406\uff0c\u5982\u679c\u6309\u7167\u4e00\u5929\u4e00\u4e07\u53f0\u673a\u5668\u53ea\u6302\u4e00\u53f0\uff0c\u6211\u4eec\u6bcf\u5929\u90fd\u8981\u6302\u51e0\u53f0\u673a\u5668\uff0c\u4e07\u5206\u4e4b\u4e00\u7684\u5b95\u673a\u7387\uff0c\u4e00\u5929\u8fd8\u8981\u7ef4\u62a4\u51e0\u53f0\u673a\u5668\uff0c\u4e00\u5468\u5c31\u662f\u51e0\u5341\u53f0\uff0c\u600e\u4e48\u505a\u81ea\u52a8\u5316\u7684\u7ef4\u4fee\uff0c\u5982\u679c\u8fd9\u4e2a\u6548\u7387\u8fc7\u7a0b\u5f53\u4e2d\u5f88\u4f4e\u7684\u8bdd\u5c31\u4f1a\u5bfc\u81f4\u4e0b\u9762\u6545\u969c\u7684\u673a\u5668\u8d8a\u6765\u8d8a\u591a\uff0c\u8fc7\u4e00\u5e74\u51e0\u5343\u53f0\u673a\u5668\uff0c\u600e\u4e48\u505a\u9ad8\u6548\u7684\u8d44\u6e90\u4e0a\u4e0b\u7ebf\u3002<\/p>\n\n\n\n<p>\u673a\u5668\u4e0a\u7ebf\u3001\u6269\u5bb9\u3001\u786c\u4ef6\u7ef4\u4fee\u3001\u7f29\u5bb9\u3001\u8fc7\u4fdd\uff0c\u673a\u5668\u7684\u751f\u547d\u5468\u671f\u6211\u4eec\u90fd\u7ba1\u8d77\u6765\uff0c\u8fd9\u53ef\u80fd\u548c\u5929\u57fa\u8bb2\u7684\uff0c\u6211\u4eec\u4f1a\u7528\u5929\u57fa\u5f88\u591a\u80fd\u529b\uff0c\u4f46\u662f\u8fd9\u91cc\u9762\u6709\u5f88\u591a\u4e1a\u52a1\u903b\u8f91\uff0c\u6211\u4eec\u4ece\u4e1a\u52a1\u89c6\u89d2\u6765\u770b\u673a\u5668\u751f\u547d\u5468\u671f\uff0c\u6211\u4eec\u5e0c\u671b\u505a\u5230\u81ea\u5df1\u7684\u5e73\u53f0\u4e0a\u9009\u62e9\u4e00\u5806\u673a\u5668\u4e0b\u7ebf\u53ef\u4ee5\u81ea\u52a8\u4e0b\u7ebf\uff0c\u4ece\u800c\u964d\u4f4e\u6210\u672c\u3002<\/p>\n\n\n\n<figure 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