{"id":60849,"date":"2022-03-15T13:59:51","date_gmt":"2022-03-15T05:59:51","guid":{"rendered":"https:\/\/www.growthhk.cn\/?p=60849"},"modified":"2022-03-15T13:59:53","modified_gmt":"2022-03-15T05:59:53","slug":"%e5%bc%a0%e5%ae%97%e8%80%80%ef%bc%9abilibili%e6%af%8f%e5%a4%a9100t%e7%9a%84%e6%95%b0%e6%8d%ae%e5%af%bc%e5%85%a5%e6%98%af%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e7%9a%84%ef%bd%9cdatafuntalk","status":"publish","type":"post","link":"https:\/\/www.growthhk.cn\/quan\/60849.html","title":{"rendered":"\u5f20\u5b97\u8000\uff1abilibili\u6bcf\u5929100T+\u7684\u6570\u636e\u5bfc\u5165\u662f\u5982\u4f55\u5b9e\u73b0\u7684\uff5cDataFunTalk"},"content":{"rendered":"\n<p>\u5bfc\u8bfb\uff1a<span class=\"wpcom_tag_link\"><a href=\"https:\/\/www.growthhk.cn\/tag\/b%e7%ab%99\" title=\"B\u7ad9\" target=\"_blank\">B\u7ad9<\/a><\/span>\u5343\u4ebf\u7ea7\u6570\u636e\u540c\u6b65\uff0c\u6bcf\u5929100T+\u6570\u636e\u5bfc\u5165\u662f\u5982\u4f55\u5b9e\u73b0\u7684\uff1f\u672c\u6587\u5c06\u4ecb\u7ecdApache SeaTunnel\u5728\u54d4\u54e9\u54d4\u54e9\u7684\u5b9e\u8df5\u3002\u5305\u62ec\u4ee5\u4e0b\u51e0\u65b9\u9762\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5de5\u5177\u9009\u62e9<\/li><li>\u65e5\u5fd7<\/li><li>\u63d0\u901f\/\u9650\u6d41<\/li><li>\u76d1\u63a7\u81ea\u7406<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">01<br>\u5de5\u5177\u9009\u62e9<\/h2>\n\n\n\n<p>\u6570\u636e\u96c6\u6210\u548c\u6570\u636e\u51fa\u4ed3\u7684\u5927\u4f53\u6d41\u7a0b\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u4e3b\u8981\u4ee5\u6570\u4ed3\u4e3a\u4e2d\u5fc3\uff0c\u4eceHTTP\u3001MySQL\u7b49\u5916\u90e8\u6570\u636e\u6e90\u62bd\u6570\u5165\u4ed3\uff0c\u5728\u6570\u4ed3\u5185\u505a\u76f8\u5e94\u4e1a\u52a1\u5904\u7406\u540e\uff0c\u51fa\u4ed3\u5230\u5bf9\u5e94\u7684Clickhouse\u3001MySQL\u7b49\u5b58\u50a8\uff0c\u4f9b\u4e1a\u52a1\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-296.png\" alt=\"\" class=\"wp-image-60850\"\/><\/figure>\n\n\n\n<p>B\u7ad9\u6570\u636e\u5e73\u53f0\u5728\u79bb\u7ebf\u51fa\u5165\u4ed3\u5de5\u5177\u4e0a\u76ee\u524d\u4e3b\u8981\u6709\u4e24\u7c7b\u3002\u4e00\u7c7b\u662f\u57fa\u4e8eDataX\u4e8c\u6b21\u5f00\u53d1\u7684Rider\u9879\u76ee\uff0c\u53e6\u4e00\u7c7b\u662f\u57fa\u4e8eSeatunnel 1.1.3\u4e8c\u6b21\u5f00\u53d1\u7684AlterEgo\u9879\u76ee\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-297.png\" alt=\"\" class=\"wp-image-60851\"\/><\/figure>\n\n\n\n<p>\u4e0a\u56fe\u5c55\u793a\u4e86Rider\u7684\u67b6\u6784\u3002<\/p>\n\n\n\n<p>Rider\u5728\u4f7f\u7528\u4e0a\u652f\u6301T+1\u3001H+1\u5b9a\u65f6\u8c03\u5ea6\uff0c\u5728\u6570\u636e\u6e90\u4e0a\u652f\u6301HTTP\u3001MySQL\u3001BOSS\u7b49\u4f5c\u4e3a\u6570\u636e\u6e90\uff0c\u6b64\u5916Rider\u5728\u4f7f\u7528\u4e0a\u4e3b\u8981\u539f\u751f\u8bfb\u5199Hdfs\u6587\u4ef6\u3002<\/p>\n\n\n\n<p>DataX\u867d\u7136\u5728\u5355\u4e2a\u8fdb\u7a0b\u4e0b\u5df2\u7ecf\u8db3\u591f\u4f18\u79c0\uff0c\u4f46\u662f\u4e0d\u652f\u6301\u5206\u5e03\u5f0f\uff0c\u53e6\u5916\u5728\u5927\u6570\u636e\u91cf\u4e0b\u8868\u73b0\u4e0d\u662f\u5f88\u597d\uff0cSeatunnel\u5728\u5206\u5e03\u5f0f\u573a\u666f\u4e0b\u8868\u73b0\u4f18\u79c0\uff0c\u4e00\u65b9\u9762\u6784\u5efa\u5728spark\u4e4b\u4e0a\uff0c\u5929\u7136\u5206\u5e03\u5f0f\uff0c\u53e6\u5916\u4e14\u81ea\u5e26\u4e86\u5f88\u591a\u63d2\u4ef6\uff0c\u975e\u5e38\u9002\u5408\u4e8c\u6b21\u5f00\u53d1\u3002\u6211\u4eec\u8c03\u7814\u540e\uff0c\u5728Seatunnel\u57fa\u7840\u4e0a\u4e8c\u6b21\u5f00\u53d1\u4e86AlterEgo\u9879\u76ee\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-298.png\" alt=\"\" class=\"wp-image-60852\"\/><\/figure>\n\n\n\n<p>AlterEgo\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1aInput[\u6570\u636e\u6e90\u8f93\u5165] -> Filter[\u6570\u636e\u5904\u7406] -> Output[\u7ed3\u679c\u8f93\u51fa]\u3002<\/p>\n\n\n\n<p>\u96c6\u7fa4\u89c4\u6a21\u65b9\u9762\uff0c\u7531\u4e8e\u5386\u53f2\u539f\u56e0\uff0c\u76ee\u524d\u79bb\u7ebf\u96c6\u7fa4\u4e0e\u51fa\u5165\u4ed3\u5de5\u5177\u96c6\u7fa4\u662f\u5206\u5f00\u90e8\u7f72\u7684\u3002\u51fa\u5165\u4ed3\u5de5\u5177\u96c6\u7fa4\u8282\u70b9\u657020+\uff0cCPU\u6838\u6570750+\uff0c\u5185\u5b581.8T+\uff1b\u6bcf\u65e5\u51fa\u5165\u4ed3\u8c03\u5ea6\u4efb\u52a1\u540c\u6b65\u6570\u636e\u65b9\u9762\uff0c\u65e5\u5747\u8bb0\u5f55\u6570\u4e0a\u5343\u4ebf\uff0c\u65e5\u5747\u6570\u636e\u91cf\u5728100T\u4ee5\u4e0a\u3002<\/p>\n\n\n\n<p>\u5728\u843d\u5730\u65b9\u9762\uff0c\u4e3b\u8981\u63d0\u4f9b\u4e86\u754c\u9762\u5316\u64cd\u4f5c\uff0c\u5bf9\u4efb\u52a1\u505a\u4e86\u62bd\u8c61\u548c\u5c01\u88c5\uff0c\u5e73\u53f0\u5316\u540e\u63d0\u4f9b\u7ed9\u7528\u6237\u4f7f\u7528\u3002\u5e73\u53f0\u4f1a\u6839\u636e\u7528\u6237\u4e0d\u540c\u9009\u62e9\uff0c\u628a\u4efb\u52a1\u5c01\u88c5\u4e3aSeatunnel\u7684\u914d\u7f6e\u683c\u5f0f\u6216DataX\u7684Json\u683c\u5f0f\u914d\u7f6e\u3002\u76ee\u524d\u5e73\u53f0\u7684\u529f\u80fd\u5982\u56fe\uff0c\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u6570\u4ed3\u6570\u636e\u6e90\u7684\u5e93\u540d\u3001\u8868\u540d\u548c\u51fa\u4ed3\u540e\u5b58\u50a8\u7684\u76ee\u6807\u6570\u636e\u6e90\u7684\u4fe1\u606f\u3002\u8fd9\u91cc\u4e3a\u4e86\u7ba1\u7406\u63a5\u5165\u8840\u7f18\u8003\u8651\uff0c\u548c\u5b89\u5168\u89c4\u8303\u4f7f\u7528\u6d41\u7a0b\uff0c\u7528\u6237\u5728\u754c\u9762\u5185\u4e0d\u88ab\u5141\u8bb8\u586b\u5199\u7528\u6237\u540d\u5bc6\u7801\uff0c\u53ef\u4ee5\u9009\u62e9\u5bf9\u5e94\u521b\u5efa\u7684\u6570\u636e\u6e90\u3002\u5728\u5b58\u50a8\u4e2a\u6027\u4e0a\uff0c\u6bd4\u5982\u4e3a\u517c\u5bb9MySQL\u534f\u8bae\u7684\u6570\u636e\u6e90\u7684\u5bfc\u5165\u4e0a\uff0c\u652f\u6301\u4e86Insert Ignore\u3001Insert Update\u65b9\u5f0f\u5bfc\u5165\u6570\u636e\u3002\u5b57\u6bb5\u6620\u5c04\u53ef\u4ee5\u901a\u8fc7\u754c\u9762\u4e0a\u62d6\u62fd\u5b8c\u6210\u914d\u7f6e\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-299.png\" alt=\"\" class=\"wp-image-60853\"\/><\/figure>\n\n\n\n<p>\u5728\u4efb\u52a1\u8fd0\u7ef4\u754c\u9762\uff0c\u901a\u8fc7DAG\u67e5\u770b\u8c03\u5ea6\u4efb\u52a1\u4e0a\u4e0b\u6587\uff0c\u51fa\u4ed3\u548c\u5165\u4ed3\u7684\u6574\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4efb\u52a1\u662f\u4e92\u76f8\u4f9d\u8d56\u7684\uff0c\u524d\u9762\u7684\u4efb\u52a1\u51fa\u95ee\u9898\u4f1a\u5bfc\u81f4\u540e\u9762\u7684\u4efb\u52a1\u4ea7\u51fa\u6162\u3001\u6570\u636e\u5ef6\u8fdf\u7b49\u3002\u56e0\u6b64\u6392\u67e5\u95ee\u9898\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5f80\u5f80\u9700\u8981\u5728\u4efb\u52a1DAG\u4e2d\u627e\u5230\u4e0a\u6e38\u4f9d\u8d56\u6700\u957f\u7684\u94fe\u8def\u6216\u662f\u672a\u5b8c\u6210\u94fe\u8def\u5e76\u6392\u67e5\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">02<br>\u65e5\u5fd7<\/h2>\n\n\n\n<p>\u5e73\u53f0\u5316\u843d\u5730\u5176\u5b9e\u96be\u5ea6\u4e0d\u5927\uff0c\u5957\u4e2a\u76ae\u5c31\u53ef\u4ee5\u4e86\uff0c\u4f46\u662f\u5f88\u591a\u65f6\u5019\u6211\u4eec\u8981\u8003\u8651\u7684\u662f\u9762\u5411\u8fd0\u7ef4\u5f00\u53d1\uff0c\u7ec6\u8282\u90fd\u662f\u5bf9\u7528\u6237\u662f\u5c01\u88c5\u597d\u7684\uff0c\u9700\u8981\u4e3a\u7528\u6237\u63d0\u4f9b\u8db3\u591f\u7684\u8fd0\u7ef4\u5de5\u5177\u652f\u6301\u3002\u8fd9\u91cc\u4ee5\u65e5\u5fd7\u4e3a\u4f8b\uff0c\u6392\u9519\u662f\u5f88\u5e38\u89c1\u7684\u573a\u666f\uff0c\u5f53\u7528\u6237\u6392\u9519\u65f6\uff0c\u7528\u6237\u5e76\u4e0d\u5e0c\u671b\u770b\u5230\u5bc6\u5bc6\u9ebb\u9ebb\u4e14\u65e0\u7528\u7684Yarn\u65e5\u5fd7\uff0c\u4f46\u5982\u679c\u4f7f\u7528spark\u65e5\u5fd7\uff0c\u7531\u4e8eSpark\u73af\u5883\u914d\u7f6e\u7e41\u7410\uff0c\u76f4\u63a5\u66b4\u9732Spark UI\u7ed9\u7528\u6237\u4e5f\u4f1a\u8ba9\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\u4e0d\u4f73\u3002\u6b64\u5916\uff0c\u5728\u540e\u671f\u6211\u4eec\u6574\u5408\u5165\u79bb\u7ebf\u5927\u96c6\u7fa4\u540e\uff0c\u96c6\u7fa4\u8282\u70b9\u6570\u76ee\u6709\u56db\u4e94\u5343\u4e2a\u8282\u70b9\uff0c\u96c6\u7fa4\u89c4\u6a21\u5927\u5c31\u5bfc\u81f4\u65e5\u5fd7\u805a\u5408\u4f1a\u6162\uff0c\u65e5\u5fd7\u54cd\u5e94\u65f6\u95f4\u957f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-300.png\" alt=\"\" class=\"wp-image-60854\"\/><\/figure>\n\n\n\n<p>\u4e3a\u89e3\u51b3\u65e5\u5fd7\u67e5\u8be2\u56f0\u96be\u7684\u95ee\u9898\uff0c\u6211\u4eec\u5bf9\u65e5\u5fd7\u5c42\u505a\u4e86\u4f18\u5316\uff0c\u5728Spark\u4e0a\u4f7f\u7528LogAgent\u628a\u4e1a\u52a1\u65e5\u5fd7\u8f6c\u53d1\u5230\u6211\u4eec\u7684\u65e5\u5fd7\u670d\u52a1\u4e0a\u3002\u4e3a\u65b9\u4fbf\u67e5\u8be2\uff0c\u4e14\u8ba9\u65e5\u5fd7\u5386\u53f2\u4fe1\u606f\u53ef\u8ffd\u6eaf\uff0cLogAgent\u5728\u65e5\u5fd7\u4e2d\u8ffd\u52a0\u4e86jobId\u3001jobHistoryId\u3001priority\u7b49\u4fe1\u606f\u3002\u8fd9\u6837\u91c7\u96c6\u65e5\u5fd7\u540e\uff0c\u6211\u4eec\u4f1a\u6839\u636e\u65e5\u5fd7\u5185\u4fe1\u606f\u505a\u5404\u7c7b\u544a\u8b66\uff0c\u4f8b\u5982\u5f53\u4efb\u52a1\u51fa\u4ed3\u6761\u6570\u4e3a0\u65f6\u53d1\u9001\u544a\u8b66\u7b49\u3002\u6b64\u5916\uff0c\u5f53\u65e5\u5fd7\u6709\u62a5\u9519\u6253\u51fa\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u65e5\u5fd7\u754c\u9762\u5c55\u793a\u7684\u65e5\u5fd7\u91cc\u5b9a\u4f4d\u7a0b\u5e8f\u7684\u95ee\u9898\uff0c\u6240\u6709\u64cd\u4f5c\u76f4\u63a5\u5728\u5e73\u53f0\u5c31\u53ef\u4ee5\u5b8c\u6210\uff0c\u800c\u4e0d\u9700\u8981\u5176\u4ed6\u590d\u6742\u7684\u914d\u7f6e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">03<br>\u63d0\u901f\/\u9650\u6d41<\/h2>\n\n\n\n<ol class=\"wp-block-list\"><li>ClickHouse\u51fa\u4ed3<\/li><\/ol>\n\n\n\n<p>Clickhouse\u6570\u636e\u51fa\u4ed3\u65b9\u5f0f\u6709\u4e09\u79cd\uff1a<\/p>\n\n\n\n<p>\u5199\u5206\u5e03\u5f0f\u8868\uff1a\u5199\u5165\u6027\u80fd\u504f\u4f4e\uff0c\u4ee3\u7801\u6bd4\u8f83\u7b80\u5355\uff0c\u4e0d\u9700\u8981\u4f9d\u8d56RDD Repartition\u3002<\/p>\n\n\n\n<p>\u5199Local\u8868\uff1a\u9700\u8981\u5728\u672c\u5730\u505a\u4e00\u6b21repartition\uff0c\u4f1a\u6709\u6027\u80fd\u538b\u529b\u3002\u4f46\u5199\u5165\u6027\u80fd\u4f1a\u66f4\u9ad8\uff0c\u548c\u5199\u5206\u5e03\u5f0f\u8868\u4e00\u6837\uff0c\u4e3b\u8981\u7528Jdbc\u534f\u8bae\u3002<\/p>\n\n\n\n<p>BulkLoad\uff1aBulkLoad\u5c06\u5199\u538b\u529b\u524d\u7f6e\u5230Spark\u5c42\uff0c\u5199\u5165\u901f\u5ea6\u5feb\uff0c\u964d\u4f4e\u4e86Clickhouse\u4fa7\u538b\u529b\uff0c\u5199\u5165\u4e0d\u5f71\u54cd\u8bfb\u6027\u80fd\uff0c\u505a\u5230\u8bfb\u5199\u5206\u79bb\uff0c\u66f4\u52a0\u5b89\u5168\u3002\u4f9d\u8d56\u7684\u662f\u6587\u4ef6\u590d\u5236\u3002<\/p>\n\n\n\n<p>Clickhouse\u51fa\u4ed3\u4efb\u52a1\u8c03\u5ea6\u8bb0\u5f55\u8fbe\u523060\u4ebf\u4ee5\u4e0a\uff0c\u6570\u636e\u91cf\u8fbe\u523013T\u4ee5\u4e0a\uff1b\u624b\u52a8\u8865\u6570\u636e\u6570\u636e\u91cf\u572870T\uff0c\u6570\u636e\u91cf\u548c\u8bb0\u5f55\u6570\u90fd\u5728\u4e0d\u65ad\u589e\u957f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\"><li>\u521b\u4f5c\u4e2d\u5fc3-\u51fa\u4ed3\u52a0\u901f<\/li><\/ol>\n\n\n\n<p>\u7b80\u5355\u4ecb\u7ecd\u4e0b\u6211\u4eec\u5bf9\u521b\u4f5c\u4e2d\u5fc3\u7684\u6570\u636e\u51fa\u4ed3\u505a\u4e86\u4e00\u7cfb\u5217\u4f18\u5316\uff0c\u52a0\u901f\u4e86\u6570\u636e\u51fa\u4ed3\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u521b\u4f5c\u4e2d\u5fc3\u4f7f\u7528\u5927\u91cf\u4f7f\u7528TiDB\uff0c\u6211\u4eec\u5229\u7528jdbc\u534f\u8bae\u6279\u91cf\u5199\u6570\u636e\u3002\u5f53\u5199\u5f97\u5feb\u4f1a\u5bfc\u81f4TiDB-Server IO\u9ad8\u3001\u538b\u529b\u5927\u3002\u53e6\u5916\u5728\u6570\u636e\u51fa\u4ed3\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u6709\u65b0\u5efa\u5206\u533a\u8868\u7684\u9700\u6c42\uff0c\u5f53\u51fa\u73b0DDL\u64cd\u4f5c\u65f6\uff0c\u5199\u5165\u5f88\u5bb9\u6613\u51fa\u73b0Information schema is changed\u5bfc\u81f4\u5931\u8d25\u3002\u5982\u679c\u5b58\u5728\u66f4\u65b0\u6570\u636e\u573a\u666f\uff0c\u4e5f\u4f1a\u7531\u4e8eInsert update\u65f6\u9700\u8981\u628a\u6570\u636e\u5168\u90e8\u8bfb\u51fa\uff0c\u5f53\u4efb\u52a1\u51fa\u73b0\u5931\u8d25\u540e\u91cd\u8bd5\u65f6\u4efb\u52a1\u8017\u65f6\u4f1a\u589e\u957f\uff0c\u6027\u80fd\u964d\u4f4e\u3002\u6b64\u5916\uff0cTIDB\u96c6\u7fa4\u662f\u6709\u9650\u7684\uff0c\u591a\u4e2a\u4e1a\u52a1\u540c\u65f6\u5199\u5165TiDB\u65f6\u5019\u4f1a\u51fa\u73b0\u591a\u5b9e\u4f8b\u7ade\u4e89\u5199\u5165\u8d44\u6e90\uff0c\u5bfc\u81f4\u5199\u5165\u65f6\u95f4\u8017\u65f6\u589e\u52a0\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0a\u95ee\u9898\uff0c\u6211\u4eec\u7684\u5e94\u5bf9\u65b9\u6848\u4e3b\u8981\u662f\u57fa\u4e8e\u4e1a\u52a1\u5927\u90fd\u4e3aKV\u67e5\u8be2\uff0c\u7528\u81ea\u7814\u7684\u5206\u5e03\u5f0fKV\u5b58\u50a8TaiShan\u66ff\u4ee3TiDB\u3002\u521b\u4f5c\u4e2d\u5fc3\u4e1a\u52a1\u4e3b\u8981\u96c6\u4e2d\u5728\u70b9\u67e5\u548cRange\u67e5\u8be2\uff0c\u6bd4\u8f83\u9002\u5408KV\u7c7b\u5b58\u50a8\u3002TaiShan\u662fB\u7ad9\u81ea\u7814\u7684\u5206\u5e03\u5f0fKV\u5b58\u50a8\uff0c\u7ecf\u8fc7\u591a\u6b21\u51fa\u4ed3\u5b9e\u9645\u538b\u6d4b\uff0cTaiShan\u7684Batch\u5199\u5165\u65b9\u5f0f\u548cTiDB\u6027\u80fd\u63a5\u8fd1\uff0c\u5b9e\u9645\u4f7f\u7528\u5e76\u6ca1\u6709\u591a\u5c11\u6027\u80fd\u63d0\u5347\uff0c\u5199\u5165\u591a\u65f6\u4e5f\u4f1a\u5f71\u54cd\u5230\u8bfb\u7684\u4e1a\u52a1\u3002\u6211\u4eec\u6700\u7ec8\u91c7\u7528\u6b63\u5728\u505a\u7684Bulk Load\u65b9\u5f0f\u5199\u5165TaiShan\u3002Bulk Load\u4f18\u5316\u548c\u524d\u9762\u4ecb\u7ecd\u7684Clickhouse\u7684\u4f18\u5316\u7c7b\u4f3c\uff0c\u5c06\u5199\u5165\u538b\u529b\u524d\u7f6e\uff0c\u653e\u5230SeaTunnel\u5c42\u6765\u751f\u6210\u6570\u636e\u6587\u4ef6\uff1b\u5bf9\u4e8e\u4e1a\u52a1\u5e93\u80fd\u5b9e\u73b0\u7b80\u5355\u7684\u8bfb\u5199\u5206\u79bb\uff0c\u4f46\u53ef\u80fd\u4f1a\u5b58\u5728\u4e00\u4e9b\u70ed\u70b9\u95ee\u9898\uff0c\u9700\u8981\u524d\u7f6e\u4e00\u6b21repartion\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-301.png\" alt=\"\" class=\"wp-image-60855\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u5bf9jdbc\u534f\u8bae\u5199\u5165TiDB\u548cBulkLoad\u7684\u65b9\u6848\u5206\u522b\u505a\u4e86\u538b\u6d4b\uff0cTiDB\u5199\u51653\u30014\u4ebf\u6761\u6570\u636e\u591a\u5b9e\u4f8b\u5199\u5165\u7684\u60c5\u51b5\u4e0b\uff0c\u538b\u6d4b\u4efb\u52a1\u8981\u8fd0\u884c\u4e24\u5c0f\u65f6\u4ee5\u4e0a\uff0cTaiShan\u53ea\u9700\u8981\u5341\u51e0\u5206\u949f\u5373\u53ef\u8dd1\u5b8c\u538b\u6d4b\uff0c\u4ece\u7ed3\u679c\u6765\u770bBulkload\u7b80\u76f4\u4e0d\u8981\u592a\u597d\uff0c\u4f46\u6709\u4e2a\u65e0\u6cd5\u56de\u907f\u7684\u95ee\u9898\u662fTiDB\u96c6\u7fa4\u662f\u591a\u4e2a\u4e1a\u52a1\u540c\u65f6\u5199\u5165\u7684\uff0c\u5206\u6563\u5230\u5355\u4e2a\u4efb\u52a1\u770b\u8d77\u6765\u5199\u5165\u65f6\u95f4\u957f\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u4e5f\u5728\u5c1d\u8bd5\u7ed5\u8fc7TiDB\u76f4\u63a5\u5c06\u6570\u636e\u5199\u5165TiKV\uff0c\u8fd9\u4e2a\u65b9\u6848\u6211\u4eec\u4e5f\u5728\u8c03\u7814\u548c\u5b9e\u8df5\u4e2d\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u770b\u4e0b\uff1a<\/p>\n\n\n\n<p>https:\/\/github.com\/tidb-incubator\/TiBigData<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-302.png\" alt=\"\" class=\"wp-image-60856\"\/><\/figure>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\"><li>\u9650\u901f<\/li><\/ol>\n\n\n\n<p>\u5728\u51fa\u4ed3\u573a\u666f\uff0c\u5b9e\u9645\u4e0a\u8fd8\u8981\u8003\u8651\u9650\u6d41\u4ee5\u53ca\u7194\u65ad\uff0c\u6ca1\u6709\u9650\u901f\u53ef\u80fd\u5bfc\u81f4\u4e1a\u52a1\u5e93\u6709\u4e00\u4e9b\u95ee\u9898\uff0c\u6bd5\u7adf\u670d\u52a1\u5668\u80fd\u529b\u6709\u9650\uff0c\u5199\u7684\u592a\u5feb\u5c06\u5bfc\u81f4\u8bfb\u6709\u5f71\u54cd\u3002\u6700\u5f00\u59cb\u6211\u4eec\u4f7f\u7528\u7684\u65b9\u6cd5\u662f\u5728\u4ee3\u7801\u5185Sleep\uff0c\u7b80\u5355\u5b9e\u73b0\u5c31\u662f\u5047\u8bbe\u6570\u636e\u5199\u5165\u5f88\u5feb\uff0c\u53ef\u4ee5\u5728\u4e00\u6beb\u79d2\u5185\u5b8c\u6210\uff0c\u90a3\u4e48\u5199\u5165\u7684\u8017\u65f6\u5c31\u662f\u4ee3\u7801\u4e2dsleep\u7684\u65f6\u95f4\uff0c\u5047\u5982\u4e3a\u4f8b\u9650\u901f1w\u62165k\uff0c\u6211\u4eec\u4f1a\u901a\u8fc7sleep\u7684\u65f6\u957f\u5c31\u53ef\u4ee5\u5f97\u51faSpark\u9700\u8981\u7684Executor\u6570\uff0c\u8fbe\u5230\u95f4\u63a5\u7684\u3001\u4e0d\u51c6\u786e\u7684\u9650\u6d41\u3002\u6f0f\u6597\u6876\u548c\u4ee4\u724c\u6876\u4e00\u4e2a\u9650\u5236\u6d41\u5165\u4e00\u4e2a\u9650\u5236\u6d41\u51fa\uff0c\u6211\u4eec\u7528\u7684\u4e0d\u662f\u5f88\u591a\u3002\u5206\u5e03\u5f0f\u7684\u8bdd\u6211\u4eec\u5c0f\u8303\u56f4\u4f7f\u7528\u4e86Sentinel\uff0c\u4f46\u5206\u5e03\u5f0f\u9650\u6d41\u5982\u679c\u89e6\u53d1\u7194\u65ad\u53ef\u80fd\u7531\u4e8e\u5199\u5165\u8d44\u6e90\u6709\u9650\u800c\u5199\u5165\u4e00\u76f4\u5904\u4e8e\u7194\u65ad\u72b6\u6001\uff0c\u5bfc\u81f4\u5199\u5165\u65f6\u95f4\u957f\u3001\u6570\u636e\u4efb\u52a1\u7834\u7ebf\u3002BBR\u7b97\u6cd5\u662f\u4e2a\u5f88\u597d\u7684\u5de5\u5177\uff0c\u6709\u5f88\u591a\u79cd\u5b9e\u73b0\uff0c\u4f9d\u8d56\u7684\u53c2\u6570\u5f88\u591a\uff0c\u751a\u81f3\u53ef\u4ee5\u6709\u5bf9\u7aef\u7684CPU\u53ca\u5185\u5b58\u6c34\u4f4d\uff0c\u4e0d\u65ad\u5c1d\u8bd5\u5f97\u5230\u6700\u4f73\u5199\u5165\u91cf\uff0c\u5728\u4f7f\u7528\u4e0a\u53ef\u4ee5\u5f88\u597d\u7684\u6539\u5584\u5cf0\u503c\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">04<br>\u76d1\u63a7\u81ea\u7406<\/h2>\n\n\n\n<ol class=\"wp-block-list\"><li>\u76d1\u63a7<\/li><\/ol>\n\n\n\n<p>\u5728\u4f7f\u7528\u4e0a\uff0c\u6211\u4eec\u627f\u63a5\u4e86\u51e0\u4e4e\u6240\u6709\u7684\u79bb\u7ebf\u51fa\u4ed3\u548c\u5165\u4ed3\u4efb\u52a1\uff0c\u4f5c\u4e3a\u6570\u4ed3\u7684\u96f6\u5c42\u548c\u5c3e\u5c42\uff0c\u5728\u5165\u4ed3\u548c\u51fa\u4ed3\u65f6\u9700\u8981\u53ca\u65f6\u611f\u77e5\u53ef\u80fd\u5b58\u5728\u7684\u95ee\u9898\uff0c\u4e00\u65b9\u9762\u4efb\u52a1\u6253\u4f18\u5148\u7ea7\uff0c\u65b9\u4fbf\u5206\u7ea7\u5904\u7406\uff0c\u5728\u8fd0\u884c\u65f6\uff0c\u57fa\u4e8e\u5386\u53f2\u6307\u6807\u9884\u6d4b\u5f53\u524d\u4efb\u52a1\u7684\u6307\u6807\uff0c\u5f53\u51fa\u73b0\u95ee\u9898\u65f6\u53ca\u65f6\u544a\u8b66\u63a5\u5165\u68c0\u67e5\u3002<\/p>\n\n\n\n<p>AlterEgo\u4e2d\uff0c\u6211\u4eec\u5728Spark\u7684Application Job\u5185\u5b9a\u65f6\u4e0a\u62a5\u5199\u5165\u901f\u5ea6\u548c\u5199\u5165\u7684\u6570\u636e\u91cf\u3002Rider\u662f\u5e38\u9a7b\u7684\u53ef\u4ee5\u8fd0\u884c\u591a\u4e2aJob\uff0c\u5728Job\u4e2d\u4ee5Job\u4e3a\u5355\u4f4d\u4e0a\u62a5\u76d1\u63a7\u6570\u636e\u3002AlterEgo\u548cRider\u7684\u6570\u636e\u5168\u90e8\u63a5\u5165\u5230\u6d88\u606f\u961f\u5217\u91cc\uff0c\u6d88\u606f\u6700\u540e\u88abAulick\u6d88\u8d39\u3002Aulick\u5185\u8bbe\u8ba1\u4e86\u591a\u79cd\u6307\u6807\u76d1\u542c\u5668\uff0c\u7528\u4e8e\u4efb\u52a1\u7684\u76d1\u63a7\uff0c\u5305\u62ec\u8fd0\u884c\u65f6\u95f4\u3001\u8d77\u6b62\u65f6\u95f4\u3001\u901f\u5ea6\u3001\u6570\u636e\u91cf\u3001\u5931\u8d25\u91cd\u8bd5\u6b21\u6570\u548cTiDB\u548cMySQL\u7279\u6709\u7684\u63d2\u5165\/\u66f4\u65b0\u6570\u636e\u91cf\u3002\u57fa\u4e8e\u8fd9\u4e9b\u91c7\u96c6\u7684\u6307\u6807\u6570\u636e\uff0c\u53ef\u4ee5\u505a\u5230\u4efb\u52a1\u5b9e\u4f8b\u9875\uff0c\u65b9\u4fbf\u7528\u6237\u67e5\u770b\uff0c\u53e6\u5916\u6c47\u603b\u4fe1\u606f\u53ef\u4ee5\u901a\u8fc7Grafana\u5de5\u5177\u4ee5\u53ca\u5176\u4ed6BI\u5de5\u5177\u529f\u80fd\u5c55\u793a\uff0c\u5f02\u5e38\u544a\u8b66\u4ea4\u7531Sensor\u505a\u544a\u8b66\u89e6\u53d1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2022\/03\/image-303.png\" alt=\"\" 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