{"id":111221,"date":"2020-05-15T12:02:47","date_gmt":"2020-05-15T04:02:47","guid":{"rendered":"http:\/\/4563.org\/?p=111221"},"modified":"2020-05-15T12:02:47","modified_gmt":"2020-05-15T04:02:47","slug":"%e5%a4%8d%e6%9d%82%e5%88%86%e5%b8%83%e5%bc%8f%e6%9e%b6%e6%9e%84%e4%b8%8b%e7%9a%84%e8%ae%a1%e7%ae%97%e6%b2%bb%e7%90%86%e4%b9%8b%e8%b7%af","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=111221","title":{"rendered":"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  \u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : PingCAP <\/span>  <span><i><\/i> 53<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\"> <\/p>\n<blockquote>\n<p>\u5206\u5e03\u5f0f\u6280\u672f\u7684\u53d1\u5c55\uff0c\u6df1\u523b\u5730\u6539\u53d8\u4e86\u6211\u4eec\u7f16\u7a0b\u7684\u6a21\u5f0f\u548c\u601d\u8003\u8f6f\u4ef6\u7684\u6a21\u5f0f\u3002\u503c 2019 \u5c81\u672b\uff0cPingCAP \u8054\u5408 InfoQ \u5171\u540c\u7b56\u5212\u51fa\u54c1\u201c\u5206\u5e03\u5f0f\u7cfb\u7edf\u524d\u6cbf\u6280\u672f \u201d\u4e13\u9898\uff0c \u9080\u8bf7\u4f17\u591a\u6280\u672f\u56e2\u961f\u5171\u540c\u53c2\u4e0e\uff0c\u4e00\u8d77\u63a2\u7d22\u8fd9\u4e2a\u53e4\u8001\u9886\u57df\u7684\u65b0\u751f\u673a\u3002\u672c\u6587\u51fa\u81ea\u5fae\u4f17\u94f6\u884c\u5927\u6570\u636e\u5e73\u53f0\u8d1f\u8d23\u4eba\u90b8\u5e05\u3002<\/p>\n<\/blockquote>\n<p>\u5728\u5f53\u524d\u7684\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\u4e0b\uff0c\u670d\u52a1\u6cbb\u7406\u5df2\u7ecf\u5927\u884c\u5176\u9053\u3002\u4f46\u76ee\u5149\u5f80\u4e0b\u4e00\u5c42\uff0c\u4ece\u4e0a\u5c42 APP\u3001Service\uff0c\u5230\u5e95\u5c42\u8ba1\u7b97\u5f15\u64ce\u8fd9\u4e00\u5c42\u9762\uff0c\u5374\u8fd8\u662f\u5404\u4e2a\u5f15\u64ce\u5404\u81ea\u4e3a\u653f\uff0cClient-Server \u6a21\u5f0f\u7d27\u8026\u5408\u6ee1\u5929\u98de\u7684\u60c5\u51b5\u3002\u5982\u4f55\u505a\u597d\u201c\u8ba1\u7b97\u6cbb\u7406\u201d\uff0c\u8ba9\u590d\u6742\u73af\u5883\u4e0b\u5404\u79cd\u7c7b\u578b\u7684\u5927\u91cf\u8ba1\u7b97\u4efb\u52a1\uff0c\u90fd\u80fd\u66f4\u7b80\u6d01\u3001\u7075\u6d3b\u3001\u6709\u5e8f\u3001\u53ef\u63a7\u7684\u63d0\u4ea4\u6267\u884c\uff0c\u548c\u4fdd\u969c\u6210\u529f\u8fd4\u56de\u7ed3\u679c\uff1f\u8ba1\u7b97\u4e2d\u95f4\u4ef6 Linkis \u5c31\u662f\u4e0a\u8ff0\u95ee\u9898\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<h2>\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u6709\u4ec0\u4e48\u95ee\u9898\uff1f<\/h2>\n<h3>\u4ec0\u4e48\u662f\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\uff1f<\/h3>\n<p>\u5206\u5e03\u5f0f\u67b6\u6784\uff0c\u6307\u7684\u662f\u7cfb\u7edf\u7684\u7ec4\u4ef6\u5206\u5e03\u5728\u901a\u8fc7\u7f51\u7edc\u76f8\u8fde\u7684\u4e0d\u540c\u8ba1\u7b97\u673a\u4e0a\uff0c\u7ec4\u4ef6\u4e4b\u95f4\u901a\u8fc7\u7f51\u7edc\u4f20\u9012\u6d88\u606f\u8fdb\u884c\u901a\u4fe1\u548c\u534f\u8c03\uff0c\u534f\u540c\u5b8c\u6210\u67d0\u4e00\u76ee\u6807\u3002\u4e00\u822c\u6765\u8bf4\u6709\u6c34\u5e73\uff08\u96c6\u7fa4\u5316\uff09\u548c\u5782\u76f4\uff08\u529f\u80fd\u6a21\u5757\u5207\u5206\uff09\u4e24\u4e2a\u62c6\u5206\u65b9\u5411\uff0c\u4ee5\u89e3\u51b3\u9ad8\u5185\u805a\u4f4e\u8026\u5408\u3001\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u7b49\u65b9\u9762\u95ee\u9898\u3002<\/p>\n<p>\u591a\u4e2a\u5206\u5e03\u5f0f\u67b6\u6784\u7684\u7cfb\u7edf\uff0c\u7ec4\u6210\u5206\u5e03\u5f0f\u7cfb\u7edf\u7fa4\uff0c\u5c31\u5f62\u6210\u4e86\u4e00\u4e2a\u76f8\u5bf9\u590d\u6742\u7684\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\u3002\u901a\u5e38\u5305\u542b\u591a\u79cd\u4e0a\u5c42\u5e94\u7528\u670d\u52a1\uff0c\u591a\u79cd\u5e95\u5c42\u57fa\u7840\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\u3002\u5982\u4e0b\u56fe 1 \u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7454f8548a.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 1&lt;\/center&gt; 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<\/p>\n<p>\u8ba1\u7b97\u6cbb\u7406\uff0c\u5173\u6ce8\u7684\u6b63\u662f\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u8ba1\u7b97\uff08\u5b58\u50a8\uff09\u5f15\u64ce\u4e4b\u95f4\uff0c\u4ece Client \u5230 Server \u7684\u8fde\u63a5\u5c42\u8303\u56f4\uff0c\u6240\u5b58\u5728\u7684\u7d27\u8026\u5408\u3001\u7075\u6d3b\u6027\u548c\u7ba1\u63a7\u80fd\u529b\u6b20\u7f3a\u3001\u7f3a\u4e4f\u590d\u7528\u80fd\u529b\u3001\u53ef\u6269\u5c55\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u5dee\u7b49\u95ee\u9898\u3002\u8981\u8ba9\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\u4e0b\u5404\u79cd\u7c7b\u578b\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u90fd\u80fd\u66f4\u7b80\u6d01\u3001\u7075\u6d3b\u3001\u6709\u5e8f\u3001\u53ef\u63a7\u7684\u63d0\u4ea4\u6267\u884c\uff0c\u548c\u6210\u529f\u8fd4\u56de\u7ed3\u679c\u3002\u5982\u4e0b\u56fe 3 \u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7455a6aadf.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 3&lt;\/center&gt; <\/p>\n<h3>\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\u63cf\u8ff0<\/h3>\n<p>\u66f4\u8be6\u7ec6\u7684\u6765\u770b\u8ba1\u7b97\u6cbb\u7406\u7684\u95ee\u9898\uff0c\u53ef\u4ee5\u5206\u4e3a\u5982\u4e0b\u6cbb\uff08 architecture\uff0c\u67b6\u6784\u5c42\u9762\uff09\u548c\u7406\uff08 insight\uff0c\u7ec6\u5316\u7279\u6027\uff09\u4e24\u4e2a\u5c42\u9762\u3002<\/p>\n<h4>\u8ba1\u7b97\u6cbb\u7406\u4e4b\u6cbb\uff08 architecture \uff09-\u67b6\u6784\u5c42\u9762\u95ee\u9898<\/h4>\n<p><strong>\u7d27\u8026\u5408\u95ee\u9898\uff0c\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\u95f4\u7684 CS \u8fde\u63a5\u6a21\u5f0f\u3002<\/strong><\/p>\n<p>\u6240\u6709 APP &amp; Service \u548c\u5e95\u5c42\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\uff0c\u90fd\u662f\u901a\u8fc7 Client-Server \u6a21\u5f0f\u76f8\u8fde\uff0c\u5904\u4e8e\u7d27\u8026\u5408\u72b6\u6001\u3002\u4ee5 Analytics Engine \u7684 Spark \u4e3a\u4f8b\uff0c\u5982\u4e0b\u56fe 4\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7456085b74.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 4&lt;\/center&gt; <\/p>\n<p><strong>\u8fd9\u79cd\u72b6\u6001\u4f1a\u5e26\u6765\u5982\u4e0b\u95ee\u9898\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p>\u5f15\u64ce client \u7684\u4efb\u4f55\u6539\u52a8\uff08\u5982\u7248\u672c\u5347\u7ea7\uff09\uff0c\u5c06\u76f4\u63a5\u5f71\u54cd\u6bcf\u4e00\u4e2a\u5d4c\u5165\u4e86\u8be5 client \u7684\u4e0a\u5c42\u5e94\u7528\uff1b\u5f53\u5e94\u7528\u7cfb\u7edf\u6570\u91cf\u4f17\u591a\u3001\u89c4\u6a21\u5e9e\u5927\u65f6\uff0c\u4e00\u6b21\u6539\u52a8\u7684\u6210\u672c\u4f1a\u5f88\u9ad8\u3002<\/p>\n<\/li>\n<li>\n<p>\u76f4\u8fde\u6a21\u5f0f\uff0c\u5bfc\u81f4\u4e0a\u5c42\u5e94\u7528\u7f3a\u4e4f\uff0c\u5bf9\u8de8\u5e95\u5c42\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\u5b9e\u4f8b\u7ea7\u522b\u7684\uff0c\u8def\u7531\u9009\u62e9\u3001\u8d1f\u8f7d\u5747\u8861\u7b49\u80fd\u529b\uff1b\u6216\u8005\u8bf4\u4f9d\u8d56\u4e8e\u7279\u5b9a\u5e95\u5c42\u5f15\u64ce\u63d0\u4f9b\u7684\u7279\u5b9a\u8fde\u63a5\u65b9\u5f0f\u5b9e\u73b0\uff0c\u6709\u7684\u5f15\u64ce\u6709\u4e00\u4e9b\uff0c\u6709\u7684\u6ca1\u6709\u3002<\/p>\n<\/li>\n<li>\n<p>\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u4e0d\u65ad\u6709\u65b0\u7684\u4e0a\u5c42\u5e94\u7528\u548c\u65b0\u7684\u5e95\u5c42\u5f15\u64ce\u52a0\u5165\u8fdb\u6765\uff0c\u6574\u4f53\u67b6\u6784\u548c\u8c03\u7528\u5173\u7cfb\u5c06\u6108\u53d1\u590d\u6742\uff0c\u53ef\u6269\u5c55\u6027\u3001\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u964d\u4f4e\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u91cd\u590d\u9020\u8f6e\u5b50\u95ee\u9898\uff0c\u6bcf\u4e2a\u4e0a\u5c42\u5e94\u7528\u5de5\u5177\u7cfb\u7edf\u90fd\u8981\u91cd\u590d\u89e3\u51b3\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\u3002<\/p>\n<p>\u6bcf\u4e2a\u4e0a\u5c42\u5e94\u7528\u90fd\u8981\u91cd\u590d\u7684\u53bb\u96c6\u6210\u5404\u79cd client\uff0c\u521b\u5efa\u548c\u7ba1\u7406 client \u5230\u5f15\u64ce\u7684\u8fde\u63a5\u53ca\u5176\u72b6\u6001\uff0c\u5305\u62ec\u5e95\u5c42\u5f15\u64ce\u5143\u6570\u636e\u7684\u83b7\u53d6\u4e0e\u7ba1\u7406\u3002\u5728\u5e76\u53d1\u4f7f\u7528\u7684\u7528\u6237\u9010\u6e10\u53d8\u591a\u3001\u5e76\u53d1\u8ba1\u7b97\u4efb\u52a1\u91cf\u9010\u6e10\u53d8\u5927\u65f6\uff0c\u6bcf\u4e2a\u4e0a\u5c42\u5e94\u7528\u8fd8\u8981\u91cd\u590d\u7684\u53bb\u89e3\u51b3\u591a\u4e2a\u7528\u6237\u95f4\u5728 client \u7aef\u7684\u8d44\u6e90\u4e89\u7528\u3001\u6743\u9650\u9694\u79bb\uff0c\u8ba1\u7b97\u4efb\u52a1\u7684\u8d85\u65f6\u7ba1\u7406\u3001\u5931\u8d25\u91cd\u8bd5\u7b49\u7b49\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed74565d6cad.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 5&lt;\/center&gt; <\/p>\n<p>\u60f3\u8c61\u4f60\u6709 10 \u4e2a\u5e76\u53d1\u4efb\u52a1\u6570\u8fc7\u767e\u7684\u4e0a\u5c42\u5e94\u7528\uff0c\u4e0d\u7ba1\u662f\u57fa\u4e8e Web \u7684 IDE \u5f00\u53d1\u73af\u5883\u3001\u53ef\u89c6\u5316 BI \u7cfb\u7edf\uff0c\u8fd8\u662f\u62a5\u8868\u7cfb\u7edf\u3001\u5de5\u4f5c\u6d41\u8c03\u5ea6\u7cfb\u7edf\u7b49\uff0c\u6bcf\u4e2a\u63a5\u5165 3 \u4e2a\u5e95\u5c42\u8ba1\u7b97\u5f15\u64ce\u3002\u4e0a\u8ff0\u7684\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\uff0c\u4f60\u53ef\u80fd\u5f97\u9010\u4e00\u91cd\u590d\u7684\u53bb\u89e3\u51b3 10*3=30 \u904d\uff0c\u800c\u8fd9\u6b63\u662f\u5f53\u524d\u5728\u5404\u4e2a\u516c\u53f8\u4e0d\u65ad\u53d1\u751f\u7684\u73b0\u5b9e\u60c5\u51b5\uff0c\u5176\u9020\u6210\u7684\u4eba\u529b\u6d6a\u8d39\u4e0d\u53ef\u5c0f\u89d1\u3002<\/p>\n<p><strong>\u6269\u5c55\u96be\u95ee\u9898\uff0c\u4e0a\u5c42\u5e94\u7528\u65b0\u589e\u5bf9\u63a5\u5e95\u5c42\u8ba1\u7b97\u5f15\u64ce\uff0c\u7ef4\u62a4\u6210\u672c\u9ad8\uff0c\u6539\u52a8\u5927\u3002<\/strong><\/p>\n<p>\u5728 CS \u7684\u7d27\u8026\u5408\u6a21\u5f0f\u4e0b\uff0c\u4e0a\u5c42\u5e94\u7528\u6bcf\u65b0\u589e\u5bf9\u63a5\u4e00\u4e2a\u5e95\u5c42\u8ba1\u7b97\u5f15\u64ce\uff0c\u90fd\u9700\u8981\u6709\u8f83\u5927\u6539\u52a8\u3002<\/p>\n<p>\u4ee5\u5bf9\u63a5 Spark \u4e3a\u4f8b\uff0c\u5728\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u4e2d\u7684\u6bcf\u4e00\u53f0\u9700\u8981\u63d0\u4ea4 Spark \u4f5c\u4e1a\u7684\u673a\u5668\uff0c\u90fd\u9700\u8981\u90e8\u7f72\u548c\u7ef4\u62a4\u597d Java \u548c Scala \u8fd0\u884c\u65f6\u73af\u5883\u548c\u53d8\u91cf\uff0c\u4e0b\u8f7d\u548c\u90e8\u7f72 Spark Client \u5305\uff0c\u4e14\u914d\u7f6e\u5e76\u7ef4\u62a4 Spark \u76f8\u5173\u7684\u73af\u5883\u53d8\u91cf\u3002\u5982\u679c\u8981\u4f7f\u7528 Spark on YARN \u6a21\u5f0f\uff0c\u90a3\u4e48\u4f60\u8fd8\u9700\u8981\u5728\u6bcf\u4e00\u53f0\u9700\u8981\u63d0\u4ea4 Spark \u4f5c\u4e1a\u7684\u673a\u5668\u4e0a\uff0c\u53bb\u90e8\u7f72\u548c\u7ef4\u62a4 Hadoop \u76f8\u5173\u7684 jar \u5305\u548c\u73af\u5883\u53d8\u91cf\u3002\u518d\u5982\u679c\u4f60\u7684 Hadoop \u96c6\u7fa4\u9700\u8981\u542f\u7528 Kerberos \u7684\uff0c\u90a3\u4e48\u5f88\u4e0d\u5e78\uff0c\u4f60\u8fd8\u9700\u8981\u5728\u4e0a\u8ff0\u7684\u6bcf\u53f0\u673a\u5668\u53bb\u7ef4\u62a4\u548c\u8c03\u8bd5 keytab\u3001principal \u7b49\u4e00\u5806 Kerberos \u76f8\u5173\u914d\u7f6e\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7456c1a92b.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 6&lt;\/center&gt; <\/p>\n<p>\u8fd9\u8fd8\u4ec5\u4ec5\u662f\u5bf9\u63a5 Spark \u4e00\u4e2a\u5e95\u5c42\u5f15\u64ce\u3002\u968f\u7740\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u548c\u5e95\u5c42\u5f15\u64ce\u7684\u6570\u91cf\u589e\u591a\uff0c\u9700\u8981\u7ef4\u62a4\u7684\u5173\u7cfb\u4f1a\u662f\u4e2a\u7b1b\u5361\u5c14\u79ef\u5f0f\u7684\u589e\u957f\uff0c\u5149 Client \u548c\u914d\u7f6e\u7684\u90e8\u7f72\u7ef4\u62a4\uff0c\u5c31\u4f1a\u6210\u4e3a\u4e00\u4ef6\u5f88\u4ee4\u4eba\u5934\u75bc\u7684\u4e8b\u60c5\u3002<\/p>\n<p><strong>\u5e94\u7528\u5b64\u5c9b\u95ee\u9898\uff0c\u8de8\u4e0d\u540c\u5e94\u7528\u5de5\u5177\u3001\u4e0d\u540c\u8ba1\u7b97\u4efb\u52a1\u95f4\u7684\u4e92\u901a\u95ee\u9898\u3002<\/strong><\/p>\n<p>\u591a\u4e2a\u76f8\u4e92\u6709\u5173\u8054\u7684\u4e0a\u5c42\u5e94\u7528\uff0c\u5411\u540e\u53f0\u5f15\u64ce\u63d0\u4ea4\u6267\u884c\u7684\u4e0d\u540c\u8ba1\u7b97\u4efb\u52a1\u4e4b\u95f4\uff0c\u5f80\u5f80\u662f\u6709\u6240\u5173\u8054\u548c\u5171\u6027\u7684\uff0c\u6bd4\u5982\u9700\u8981\u5171\u4eab\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u8fd0\u884c\u65f6\u73af\u5883\u53d8\u91cf\u3001\u51fd\u6570\u3001\u7a0b\u5e8f\u5305\u3001\u6570\u636e\u6587\u4ef6\u7b49\u3002\u5f53\u524d\u60c5\u51b5\u5f80\u5f80\u662f\u4e00\u4e2a\u4e2a\u5e94\u7528\u7cfb\u7edf\u5c31\u50cf\u4e00\u5ea7\u5ea7\u5b64\u5c9b\uff0c\u76f8\u5173\u4fe1\u606f\u548c\u8d44\u6e90\u65e0\u6cd5\u76f4\u63a5\u5171\u4eab\uff0c\u9700\u8981\u624b\u52a8\u5728\u4e0d\u540c\u5e94\u7528\u7cfb\u7edf\u91cc\u91cd\u590d\u5b9a\u4e49\u548c\u7ef4\u62a4\u3002<\/p>\n<p>\u5178\u578b\u4f8b\u5b50\u662f\u5728\u6570\u636e\u6279\u5904\u7406\u7a0b\u5e8f\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u7528\u6237\u5728\u6570\u636e\u63a2\u7d22\u5f00\u53d1 IDE \u7cfb\u7edf\u4e2d\u5b9a\u4e49\u7684\u4e00\u7cfb\u5217\u53d8\u91cf\u3001\u51fd\u6570\uff0c\u5230\u4e86\u6570\u636e\u53ef\u89c6\u5316\u7cfb\u7edf\u91cc\u5f80\u5f80\u53c8\u8981\u91cd\u65b0\u5b9a\u4e49\u4e00\u904d\uff1b IDE \u7cfb\u7edf\u8fd0\u884c\u751f\u6210\u7684\u6570\u636e\u6587\u4ef6\u4f4d\u7f6e\u548c\u540d\u79f0\uff0c\u4e0d\u80fd\u76f4\u63a5\u65b9\u4fbf\u7684\u4f20\u9012\u7ed9\u53ef\u89c6\u5316\u7cfb\u7edf\uff1b\u4f9d\u8d56\u7684\u7a0b\u5e8f\u5305\u4e5f\u9700\u8981\u4ece IDE \u7cfb\u7edf\u4e0b\u8f7d\u3001\u91cd\u65b0\u4e0a\u4f20\u5230\u53ef\u89c6\u5316\u7cfb\u7edf\uff1b\u5230\u4e86\u5de5\u4f5c\u6d41\u8c03\u5ea6\u7cfb\u7edf\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u8fd8\u8981\u518d\u91cd\u590d\u4e00\u904d\u3002\u4e0d\u540c\u4e0a\u5c42\u5e94\u7528\u95f4\uff0c\u8ba1\u7b97\u4efb\u52a1\u7684\u8fd0\u884c\u4f9d\u8d56\u7f3a\u4e4f\u4e92\u901a\u3001\u590d\u7528\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed74570c85c9.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 7&lt;\/center&gt; <\/p>\n<h4>\u8ba1\u7b97\u6cbb\u7406\u4e4b\u7406\uff08 insight \uff09- \u7ec6\u5316\u7279\u6027\u95ee\u9898<\/h4>\n<p>\u9664\u4e86\u4e0a\u8ff0\u7684\u67b6\u6784\u5c42\u9762\u95ee\u9898\uff0c\u8981\u60f3\u8ba9\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u73af\u5883\u4e0b\uff0c\u5404\u79cd\u7c7b\u578b\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u90fd\u80fd\u66f4\u7b80\u6d01\u3001\u7075\u6d3b\u3001\u6709\u5e8f\u3001\u53ef\u63a7\u7684\u63d0\u4ea4\u6267\u884c\uff0c\u548c\u6210\u529f\u8fd4\u56de\u7ed3\u679c\uff0c\u8ba1\u7b97\u6cbb\u7406\u8fd8\u9700\u5173\u6ce8\u9ad8\u5e76\u53d1\uff0c\u9ad8\u53ef\u7528\uff0c\u591a\u79df\u6237\u9694\u79bb\uff0c\u8d44\u6e90\u7ba1\u63a7\uff0c\u5b89\u5168\u589e\u5f3a\uff0c\u8ba1\u7b97\u7b56\u7565\u7b49\u7b49\u7ec6\u5316\u7279\u6027\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u90fd\u6bd4\u8f83\u76f4\u767d\u6613\u61c2\uff0c\u8fd9\u91cc\u5c31\u4e0d\u4e00\u4e00\u5c55\u5f00\u8bba\u8ff0\u4e86\u3002<\/p>\n<h2>\u57fa\u4e8e\u8ba1\u7b97\u4e2d\u95f4\u4ef6 Linkis \u7684\u8ba1\u7b97\u6cbb\u7406 &#8211; \u6cbb\u4e4b\u8def\uff08 Architecture \uff09<\/h2>\n<h3>Linkis \u67b6\u6784\u8bbe\u8ba1\u4ecb\u7ecd<\/h3>\n<h4>\u6838\u5fc3\u529f\u80fd\u6a21\u5757\u4e0e\u6d41\u7a0b<\/h4>\n<p>\u8ba1\u7b97\u4e2d\u95f4\u4ef6 Linkis\uff0c\u662f\u5fae\u4f17\u94f6\u884c\u4e13\u95e8\u8bbe\u8ba1\u7528\u6765\u89e3\u51b3\u4e0a\u8ff0\u7d27\u8026\u5408\u3001\u91cd\u590d\u9020\u8f6e\u5b50\u3001\u6269\u5c55\u96be\u3001\u5e94\u7528\u5b64\u5c9b\u7b49\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\u7684\u3002\u5f53\u524d\u4e3b\u8981\u89e3\u51b3\u7684\u662f\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u7684\u5178\u578b\u573a\u666f-\u6570\u636e\u5e73\u53f0\u73af\u5883\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u95ee\u9898\u3002<\/p>\n<p>Linkis \u4f5c\u4e3a\u8ba1\u7b97\u4e2d\u95f4\u4ef6\uff0c\u5728\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u5f15\u64ce\u4e4b\u95f4\uff0c\u6784\u5efa\u4e86\u4e00\u5c42\u4e2d\u95f4\u5c42\u3002\u80fd\u591f\u5e2e\u52a9\u4e0a\u5c42\u5e94\u7528\uff0c\u901a\u8fc7\u5176\u5bf9\u5916\u63d0\u4f9b\u7684\u6807\u51c6\u5316\u63a5\u53e3\uff08\u5982 HTTP, JDBC, Java \u2026\uff09\uff0c\u5feb\u901f\u7684\u8fde\u63a5\u5230\u591a\u79cd\u5e95\u5c42\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\uff08\u5982 Spark\u3001Hive\u3001TiSpark\u3001MySQL\u3001Python \u7b49\uff09\uff0c\u63d0\u4ea4\u6267\u884c\u5404\u79cd\u7c7b\u578b\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u5e76\u5b9e\u73b0\u8de8\u4e0a\u5c42\u5e94\u7528\u95f4\u7684\u8ba1\u7b97\u4efb\u52a1\u8fd0\u884c\u65f6\u4e0a\u4e0b\u6587\u548c\u4f9d\u8d56\u7684\u4e92\u901a\u548c\u5171\u4eab\u3002\u4e14\u901a\u8fc7\u63d0\u4f9b\u591a\u79df\u6237\u3001\u9ad8\u5e76\u53d1\u3001\u4efb\u52a1\u5206\u53d1\u548c\u7ba1\u7406\u7b56\u7565\u3001\u8d44\u6e90\u7ba1\u63a7\u7b49\u7279\u6027\u652f\u6301\uff0c\u4f7f\u5f97\u5404\u79cd\u8ba1\u7b97\u4efb\u52a1\u66f4\u7075\u6d3b\u3001\u53ef\u9760\u3001\u53ef\u63a7\u7684\u63d0\u4ea4\u6267\u884c\uff0c\u6210\u529f\u8fd4\u56de\u7ed3\u679c\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u4e0a\u5c42\u5e94\u7528\u5728\u8ba1\u7b97\u6cbb\u7406\u5c42\u7684\u5f00\u53d1\u548c\u8fd0\u7ef4\u6210\u672c\u3001\u4e0e\u6574\u4e2a\u73af\u5883\u7684\u67b6\u6784\u590d\u6742\u5ea6\uff0c\u586b\u8865\u4e86\u901a\u7528\u8ba1\u7b97\u6cbb\u7406\u8f6f\u4ef6\u7684\u7a7a\u767d\u3002\uff08\u56fe 8\u30019 \uff09<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7457560345.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 8&lt;\/center&gt; <\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7457baa059.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 9&lt;\/center&gt; <\/p>\n<p>\u8981\u66f4\u8be6\u7ec6\u7684\u4e86\u89e3\u8ba1\u7b97\u4efb\u52a1\u901a\u8fc7 Linkis \u7684\u63d0\u4ea4\u6267\u884c\u8fc7\u7a0b\uff0c\u6211\u4eec\u5148\u6765\u770b\u770b Linkis \u6838\u5fc3\u7684\u201c\u8ba1\u7b97\u6cbb\u7406\u670d\u52a1\u201d\u90e8\u5206\u7684\u5185\u90e8\u67b6\u6784\u548c\u6d41\u7a0b\u3002\u5982\u4e0b\u56fe 10\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed74581ec965.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 10&lt;\/center&gt; <\/p>\n<p><strong>\u8ba1\u7b97\u6cbb\u7406\u670d\u52a1<\/strong>\uff1a\u8ba1\u7b97\u4e2d\u95f4\u4ef6\u7684\u6838\u5fc3\u8ba1\u7b97\u6846\u67b6\uff0c\u4e3b\u8981\u8d1f\u8d23\u4f5c\u4e1a\u8c03\u5ea6\u548c\u751f\u547d\u5468\u671f\u7ba1\u7406\u3001\u8ba1\u7b97\u8d44\u6e90\u7ba1\u7406\uff0c\u4ee5\u53ca\u5f15\u64ce\u8fde\u63a5\u5668\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002<\/p>\n<p><strong>\u516c\u5171\u589e\u5f3a\u670d\u52a1<\/strong>\uff1a\u901a\u7528\u516c\u5171\u670d\u52a1\uff0c\u63d0\u4f9b\u57fa\u7840\u516c\u5171\u529f\u80fd\uff0c\u53ef\u670d\u52a1\u4e8e Linkis \u5404\u79cd\u670d\u52a1\u53ca\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u3002<\/p>\n<p><strong>\u5176\u4e2d\u8ba1\u7b97\u6cbb\u7406\u670d\u52a1\u7684\u4e3b\u8981\u6a21\u5757\u5982\u4e0b\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p><strong>\u5165\u53e3\u670d\u52a1 Entrance<\/strong>\uff0c\u8d1f\u8d23\u63a5\u6536\u4f5c\u4e1a\u8bf7\u6c42\uff0c\u8f6c\u53d1\u4f5c\u4e1a\u8bf7\u6c42\u7ed9\u5bf9\u5e94\u7684 Engine\uff0c\u5e76\u5b9e\u73b0\u5f02\u6b65\u961f\u5217\u3001\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u3001\u591a\u79df\u6237\u9694\u79bb\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5e94\u7528\u7ba1\u7406\u670d\u52a1 AppManager<\/strong>\uff0c\u8d1f\u8d23\u7ba1\u7406\u6240\u6709\u7684 EngineConnManager \u548c EngineConn\uff0c\u5e76\u63d0\u4f9b EngineConnManager \u7ea7\u548c EngineConn \u7ea7\u6807\u7b7e\u80fd\u529b\uff1b\u52a0\u8f7d\u65b0\u5f15\u64ce\u63d2\u4ef6\uff0c\u5411 RM \u7533\u8bf7\u8d44\u6e90\uff0c \u8981\u6c42 EM \u6839\u636e\u8d44\u6e90\u521b\u5efa EngineConn \uff1b\u57fa\u4e8e\u6807\u7b7e\u529f\u80fd\uff0c\u4e3a\u4f5c\u4e1a\u5206\u914d\u53ef\u7528 EngineConn\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8d44\u6e90\u7ba1\u7406\u670d\u52a1 ResourceManager<\/strong>\uff0c\u63a5\u6536\u8d44\u6e90\u7533\u8bf7\uff0c\u5206\u914d\u8d44\u6e90\uff0c\u63d0\u4f9b\u7cfb\u7edf\u7ea7\u3001\u7528\u6237\u7ea7\u8d44\u6e90\u7ba1\u63a7\u80fd\u529b\uff0c\u5e76\u4e3a EngineConnManager \u7ea7\u548c EngineConn \u63d0\u4f9b\u8d1f\u8f7d\u7ba1\u63a7\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5f15\u64ce\u8fde\u63a5\u5668\u7ba1\u7406\u670d\u52a1 EngineConn Manager<\/strong>\uff0c\u8d1f\u8d23\u542f\u52a8 EngineConn\uff0c\u7ba1\u7406 EngineConn \u7684\u751f\u547d\u5468\u671f\uff0c\u5e76\u5b9a\u65f6\u5411 RM \u4e0a\u62a5\u8d44\u6e90\u548c\u8d1f\u8f7d\u60c5\u51b5\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5f15\u64ce\u8fde\u63a5\u5668 EngineConn<\/strong>\uff0c\u8d1f\u8d23\u4e0e\u5e95\u5c42\u5f15\u64ce\u4ea4\u4e92\uff0c\u89e3\u6790\u548c\u8f6c\u6362\u7528\u6237\u4f5c\u4e1a\uff0c\u63d0\u4ea4\u8ba1\u7b97\u4efb\u52a1\u7ed9\u5e95\u5c42\u5f15\u64ce\uff0c\u5e76\u5b9e\u65f6\u76d1\u542c\u5e95\u5c42\u5f15\u64ce\u6267\u884c\u60c5\u51b5\uff0c\u56de\u63a8\u76f8\u5173\u65e5\u5fd7\u3001\u8fdb\u5ea6\u548c\u72b6\u6001\u7ed9 Entrance\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u5982\u56fe 10 \u6240\u793a\uff0c\u4e00\u4e2a\u4f5c\u4e1a\u7684\u63d0\u4ea4\u6267\u884c\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b 11 \u6b65\uff1a<\/p>\n<p>1. \u4e0a\u5c42\u5e94\u7528\u5411\u8ba1\u7b97\u4e2d\u95f4\u4ef6\u63d0\u4ea4\u4f5c\u4e1a\uff0c\u5fae\u670d\u52a1\u7f51\u5173 SpringCloud Gateway \u63a5\u6536\u4f5c\u4e1a\u5e76\u8f6c\u53d1\u7ed9 Entrance\u3002<\/p>\n<p>2. Entrance \u6d88\u8d39\u4f5c\u4e1a\uff0c\u4e3a\u4f5c\u4e1a\u5411 AppManager \u7533\u8bf7\u53ef\u7528 EngineConn\u3002<\/p>\n<p>3. \u5982\u679c\u4e0d\u5b58\u5728\u53ef\u590d\u7528\u7684 Engine\uff0cAppManager \u5c1d\u8bd5\u5411 ResourceManager \u7533\u8bf7\u8d44\u6e90\uff0c\u4e3a\u4f5c\u4e1a\u542f\u52a8\u4e00\u4e2a\u65b0 EngineConn\u3002<\/p>\n<ol>\n<li>\u7533\u8bf7\u5230\u8d44\u6e90\uff0c\u8981\u6c42 EngineConnManager \u4f9d\u7167\u8d44\u6e90\u542f\u52a8\u65b0 EngineConn<\/li>\n<\/ol>\n<p>5. EngineConnManager \u542f\u52a8\u65b0 EngineConn\uff0c\u5e76\u4e3b\u52a8\u56de\u63a8\u65b0 EngineConn \u4fe1\u606f\u3002<\/p>\n<p>6. AppManager \u5c06\u65b0 EngineConn \u5206\u914d\u7ed9 Entrance\uff0cEntrance \u5c06 EngineConn \u5206\u914d\u7ed9\u7528\u6237\u4f5c\u4e1a\uff0c\u4f5c\u4e1a\u5f00\u59cb\u6267\u884c\uff0c\u5c06\u8ba1\u7b97\u4efb\u52a1\u63d0\u4ea4\u7ed9 EngineConn\u3002<\/p>\n<p>7. EngineConn \u5c06\u8ba1\u7b97\u4efb\u52a1\u63d0\u4ea4\u7ed9\u5e95\u5c42\u8ba1\u7b97\u5f15\u64ce\u3002<\/p>\n<p>8. EngineConn \u5b9e\u65f6\u76d1\u542c\u5e95\u5c42\u5f15\u64ce\u6267\u884c\u60c5\u51b5\uff0c\u56de\u63a8\u76f8\u5173\u65e5\u5fd7\u3001\u8fdb\u5ea6\u548c\u72b6\u6001\u7ed9 Entrance\uff0cEntrance \u901a\u8fc7 WebSocket\uff0c\u4e3b\u52a8\u56de\u63a8 EngineConn \u4f20\u8fc7\u6765\u7684\u65e5\u5fd7\u3001\u8fdb\u5ea6\u548c\u72b6\u6001\u7ed9\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u3002<\/p>\n<p>9. EngineConn \u6267\u884c\u5b8c\u6210\u540e\uff0c\u56de\u63a8\u8ba1\u7b97\u4efb\u52a1\u7684\u72b6\u6001\u548c\u7ed3\u679c\u96c6\u4fe1\u606f\uff0cEntrance \u5c06\u4f5c\u4e1a\u548c\u7ed3\u679c\u96c6\u4fe1\u606f\u66f4\u65b0\u5230 JobHistory\uff0c\u5e76\u901a\u77e5\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u3002<\/p>\n<p>10. \u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u8bbf\u95ee JobHistory\uff0c\u62ff\u5230\u4f5c\u4e1a\u548c\u7ed3\u679c\u96c6\u4fe1\u606f\u3002<\/p>\n<p>11. \u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\u8bbf\u95ee Storage\uff0c\u8bf7\u6c42\u4f5c\u4e1a\u7ed3\u679c\u96c6\u3002<\/p>\n<h4>\u8ba1\u7b97\u4efb\u52a1\u7ba1\u7406\u7b56\u7565\u652f\u6301<\/h4>\n<p>\u5728\u590d\u6742\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\uff0c\u4e00\u4e2a\u8ba1\u7b97\u4efb\u52a1\u5f80\u5f80\u4e0d\u5355\u4f1a\u662f\u7b80\u5355\u7684\u63d0\u4ea4\u6267\u884c\u548c\u8fd4\u56de\u7ed3\u679c\uff0c\u8fd8\u53ef\u80fd\u9700\u8981\u9762\u5bf9\u63d0\u4ea4\u5931\u8d25\u3001\u6267\u884c\u5931\u8d25\u3001hang \u4f4f\u7b49\u95ee\u9898\uff0c\u4e14\u5728\u5927\u91cf\u5e76\u53d1\u573a\u666f\u4e0b\u8fd8\u9700\u901a\u8fc7\u8ba1\u7b97\u4efb\u52a1\u7684\u8c03\u5ea6\u5206\u53d1\uff0c\u89e3\u51b3\u79df\u6237\u95f4\u4e92\u76f8\u5f71\u54cd\u3001\u8d1f\u8f7d\u5747\u8861\u7b49\u95ee\u9898\u3002<\/p>\n<p>Linkis \u901a\u8fc7\u5bf9\u8ba1\u7b97\u4efb\u52a1\u7684\u6807\u7b7e\u5316\uff0c\u5b9e\u73b0\u4e86\u5728\u4efb\u52a1\u8c03\u5ea6\u3001\u5206\u53d1\u3001\u8def\u7531\u7b49\u65b9\u9762\u8ba1\u7b97\u4efb\u52a1\u7ba1\u7406\u7b56\u7565\u7684\u652f\u6301\uff0c\u5e76\u53ef\u6309\u9700\u914d\u7f6e\u8d85\u65f6\u3001\u81ea\u52a8\u91cd\u8bd5\uff0c\u53ca\u7070\u5ea6\u3001\u591a\u6d3b\u7b49\u7b56\u7565\u652f\u6301\u3002\u5982\u4e0b\u56fe 11\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745861b818.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 11&lt;\/center&gt; <\/p>\n<h4>\u57fa\u4e8e Spring Cloud \u5fae\u670d\u52a1\u6846\u67b6<\/h4>\n<p>\u8bf4\u5b8c\u4e86\u4e1a\u52a1\u67b6\u6784\uff0c\u6211\u4eec\u73b0\u5728\u6765\u804a\u804a\u6280\u672f\u67b6\u6784\u3002\u5728\u8ba1\u7b97\u6cbb\u7406\u5c42\u73af\u5883\u4e0b\uff0c\u5f88\u591a\u7c7b\u578b\u7684\u8ba1\u7b97\u4efb\u52a1\u5177\u6709\u751f\u547d\u5468\u671f\u8f83\u77ed\u7684\u7279\u5f81\uff0c\u5982\u4e00\u4e2a Spark job \u53ef\u80fd\u51e0\u5341\u79d2\u5230\u51e0\u5206\u949f\u5c31\u6267\u884c\u5b8c\uff0cEngineConn \uff08 EnginConnector \uff09\u4f1a\u662f\u5927\u91cf\u52a8\u6001\u542f\u505c\u7684\u72b6\u6001\u3002\u524d\u7aef\u7528\u6237\u548c Linkis \u4e2d\u5176\u4ed6\u7ba1\u7406\u89d2\u8272\u7684\u670d\u52a1\uff0c\u9700\u8981\u80fd\u591f\u53ca\u65f6\u52a8\u6001\u53d1\u73b0\u76f8\u5173\u670d\u52a1\u5b9e\u4f8b\u7684\u72b6\u6001\u53d8\u5316\uff0c\u5e76\u83b7\u53d6\u6700\u65b0\u7684\u670d\u52a1\u5b9e\u4f8b\u8bbf\u95ee\u5730\u5740\u4fe1\u606f\u3002\u540c\u65f6\u9700\u8981\u8003\u8651\uff0c\u5404\u6a21\u5757\u95f4\u7684\u901a\u4fe1\u3001\u8def\u7531\u3001\u534f\u8c03\uff0c\u53ca\u5404\u6a21\u5757\u7684\u6a2a\u5411\u6269\u5c55\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u9ad8\u53ef\u7528\u7b49\u80fd\u529b\u3002<\/p>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u9700\u6c42\uff0cLinkis \u5b9e\u9645\u662f\u57fa\u4e8e Spring Cloud \u5fae\u670d\u52a1\u6846\u67b6\u6280\u672f\uff0c\u5c06\u4e0a\u8ff0\u7684\u6bcf\u4e00\u4e2a\u6a21\u5757 \/\u89d2\u8272\uff0c\u90fd\u5c01\u88c5\u6210\u4e86\u4e00\u4e2a\u5fae\u670d\u52a1\uff0c\u6784\u5efa\u4e86\u591a\u4e2a\u5fae\u670d\u52a1\u7ec4\uff0c\u6574\u5408\u5f62\u6210\u4e86 Linkis \u7684\u5b8c\u6574\u8ba1\u7b97\u4e2d\u95f4\u4ef6\u80fd\u529b\u3002\u5982\u4e0b\u56fe 12\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7458ad39bf.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 12&lt;\/center&gt; <\/p>\n<p>\u4ece\u591a\u79df\u6237\u7ba1\u7406\u89d2\u5ea6\uff0c\u4e0a\u8ff0\u670d\u52a1\u53ef\u533a\u5206\u4e3a\u79df\u6237\u76f8\u5173\u670d\u52a1\uff0c\u548c\u79df\u6237\u65e0\u5173\u670d\u52a1\u4e24\u79cd\u7c7b\u578b\u3002\u79df\u6237\u76f8\u5173\u670d\u52a1\uff0c\u662f\u6307\u4e00\u4e9b\u4efb\u52a1\u903b\u8f91\u5904\u7406\u8d1f\u8377\u91cd\u3001\u8d44\u6e90\u6d88\u8017\u9ad8\uff0c\u6216\u9700\u8981\u6839\u636e\u5177\u4f53\u79df\u6237\u3001\u7528\u6237\u3001\u7269\u7406\u673a\u5668\u7b49\uff0c\u505a\u9694\u79bb\u5212\u5206\u3001\u907f\u514d\u76f8\u4e92\u5f71\u54cd\u7684\u670d\u52a1\uff0c\u5982 Entrance\u3001EnginConn \uff08 EnginConnector \uff09 Manager\u3001EnginConn \uff1b\u5176\u4ed6\u5982 App Manger\u3001Resource Manager\u3001Context Service \u7b49\u670d\u52a1\uff0c\u90fd\u662f\u79df\u6237\u65e0\u5173\u7684\u3002<\/p>\n<p><strong>Eureka<\/strong> \u627f\u62c5\u4e86\u5fae\u670d\u52a1\u52a8\u6001\u6ce8\u518c\u4e0e\u53d1\u73b0\u4e2d\u5fc3\uff0c\u53ca\u6240\u6709\u79df\u6237\u65e0\u5173\u670d\u52a1\u7684\u8d1f\u8f7d\u5747\u8861\u3001\u6545\u969c\u8f6c\u79fb\u529f\u80fd\u3002<\/p>\n<p>Eureka \u6709\u4e2a\u5c40\u9650\uff0c\u5c31\u662f\u5728\u5176\u5ba2\u6237\u7aef\uff0c\u5bf9\u540e\u7aef\u5fae\u670d\u52a1\u5b9e\u4f8b\u7684\u53d1\u73b0\u4e0e\u72b6\u6001\u5237\u65b0\u673a\u5236\uff0c\u662f\u5ba2\u6237\u7aef\u4e3b\u52a8\u8f6e\u8be2\u5237\u65b0\uff0c\u6700\u5feb\u53ef\u8bbe 1 \u79d2 1 \u6b21\uff08\u5b9e\u9645\u8981\u51e0\u79d2\u624d\u80fd\u5b8c\u6210\u5237\u65b0\uff09\u3002\u8fd9\u6837\u5728 Linkis \u8fd9\u79cd\u9700\u8981\u5feb\u901f\u5237\u65b0\u5927\u91cf\u540e\u7aef EnginConn \u7b49\u670d\u52a1\u7684\u72b6\u6001\u7684\u573a\u666f\u4e0b\uff0c\u65f6\u6548\u5f97\u4e0d\u5230\u6ee1\u8db3\uff0c\u4e14\u5b9a\u65f6\u8f6e\u8be2\u5237\u65b0\u5bf9 Eureka server\u3001\u5bf9\u540e\u7aef\u5fae\u670d\u52a1\u5b9e\u4f8b\u7684\u6210\u672c\u90fd\u5f88\u9ad8\u3002<\/p>\n<p>\u4e3a\u6b64\u6211\u4eec\u5bf9 Spring Cloud Ribbon \u505a\u4e86\u6539\u9020\uff0c\u5728\u5176\u4e2d\u5c01\u88c5\u4e86 Eureka client \u7684\u5fae\u670d\u52a1\u5b9e\u4f8b\u72b6\u6001\u5237\u65b0\u65b9\u6cd5\uff0c\u5e76\u628a\u5b83\u505a\u6210\u6ee1\u8db3\u6761\u4ef6\u4e3b\u52a8\u8bf7\u6c42\u5237\u65b0\uff0c\u800c\u4e0d\u4f1a\u518d\u9891\u7e41\u7684\u5b9a\u671f\u8f6e\u8be2\u3002\u4ece\u800c\u5728\u6ee1\u8db3\u65f6\u6548\u7684\u540c\u65f6\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u72b6\u6001\u83b7\u53d6\u7684\u6210\u672c\u3002\u5982\u4e0b\u56fe 13\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7458f557a5.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 13&lt;\/center&gt; <\/p>\n<p><strong>Spring Cloud Gateway<\/strong> \u627f\u62c5\u4e86\u5916\u90e8\u8bf7\u6c42 Linkis \u7684\u5165\u53e3\u7f51\u5173\u7684\u89d2\u8272\uff0c\u5e2e\u52a9\u5728\u670d\u52a1\u5b9e\u4f8b\u4e0d\u65ad\u53d1\u751f\u53d8\u5316\u7684\u60c5\u51b5\u4e0b\uff0c\u7b80\u5316\u524d\u7aef\u7528\u6237\u7684\u8c03\u7528\u903b\u8f91\uff0c\u5feb\u901f\u65b9\u4fbf\u7684\u83b7\u53d6\u6700\u65b0\u7684\u670d\u52a1\u5b9e\u4f8b\u8bbf\u95ee\u5730\u5740\u4fe1\u606f\u3002<\/p>\n<p>Spring Cloud Gateway \u6709\u4e2a\u5c40\u9650\uff0c\u5c31\u662f\u4e00\u4e2a WebSocket \u5ba2\u6237\u7aef\u53ea\u80fd\u5c06\u8bf7\u6c42\u8f6c\u53d1\u7ed9\u4e00\u4e2a\u7279\u5b9a\u7684\u540e\u53f0\u670d\u52a1\uff0c\u65e0\u6cd5\u5b8c\u6210\u4e00\u4e2a WebSocket \u5ba2\u6237\u7aef\u901a\u8fc7\u7f51\u5173 API \u5bf9\u63a5\u540e\u53f0\u591a\u4e2a WebSocket \u5fae\u670d\u52a1\uff0c\u800c\u8fd9\u5728\u6211\u4eec\u7684 Entrance HA \u7b49\u573a\u666f\u9700\u8981\u7528\u5230\u3002<\/p>\n<p>\u4e3a\u6b64 Linkis \u5bf9 Spring Cloud Gateway \u505a\u4e86\u76f8\u5e94\u6539\u9020\uff0c\u5728 Gateway \u4e2d\u5b9e\u73b0\u4e86 WebSocket \u8def\u7531\u8f6c\u53d1\u5668\uff0c\u7528\u4e8e\u4e0e\u5ba2\u6237\u7aef\u5efa\u7acb WebSocket \u8fde\u63a5\u3002\u5efa\u7acb\u8fde\u63a5\u6210\u529f\u540e\uff0c\u4f1a\u81ea\u52a8\u5206\u6790\u5ba2\u6237\u7aef\u7684 WebSocket \u8bf7\u6c42\uff0c\u901a\u8fc7\u89c4\u5219\u5224\u65ad\u51fa\u8bf7\u6c42\u8be5\u8f6c\u53d1\u7ed9\u54ea\u4e2a\u540e\u7aef\u5fae\u670d\u52a1\uff0c\u7136\u540e\u5c06 WebSocket \u8bf7\u6c42\u8f6c\u53d1\u7ed9\u5bf9\u5e94\u7684\u540e\u7aef\u5fae\u670d\u52a1\u5b9e\u4f8b\u3002\u8be6\u89c1 Github \u4e0a Linkis \u7684 Wiki \u4e2d\uff0c\u201cGateway \u7684\u591a WebSocket \u8bf7\u6c42\u8f6c\u53d1\u5b9e\u73b0\u201d\u4e00\u6587\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7459569c9b.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 14&lt;\/center&gt; <\/p>\n<p>**Spring Cloud OpenFeign ** \u63d0\u4f9b\u7684 HTTP \u8bf7\u6c42\u8c03\u7528\u63a5\u53e3\u5316\u3001\u89e3\u6790\u6a21\u677f\u5316\u80fd\u529b\uff0c\u5e2e\u52a9 Linkis \u6784\u5efa\u4e86\u5e95\u5c42 RPC \u901a\u4fe1\u6846\u67b6\u3002\u4f46\u57fa\u4e8e Feign \u7684\u5fae\u670d\u52a1\u4e4b\u95f4 HTTP \u63a5\u53e3\u7684\u8c03\u7528\uff0c\u53ea\u80fd\u6ee1\u8db3\u7b80\u5355\u7684 A \u5fae\u670d\u52a1\u5b9e\u4f8b\u6839\u636e\u7b80\u5355\u7684\u89c4\u5219\u968f\u673a\u9009\u62e9 B \u5fae\u670d\u52a1\u4e4b\u4e2d\u7684\u67d0\u4e2a\u670d\u52a1\u5b9e\u4f8b\uff0c\u800c\u8fd9\u4e2a B \u5fae\u670d\u52a1\u5b9e\u4f8b\u5982\u679c\u60f3\u5f02\u6b65\u56de\u4f20\u4fe1\u606f\u7ed9\u8c03\u7528\u65b9\uff0c\u662f\u65e0\u6cd5\u5b9e\u73b0\u7684\u3002\u540c\u65f6\uff0c\u7531\u4e8e Feign \u53ea\u652f\u6301\u7b80\u5355\u7684\u670d\u52a1\u9009\u53d6\u89c4\u5219\uff0c\u65e0\u6cd5\u505a\u5230\u5c06\u8bf7\u6c42\u8f6c\u53d1\u7ed9\u6307\u5b9a\u7684\u5fae\u670d\u52a1\u5b9e\u4f8b\uff0c\u65e0\u6cd5\u505a\u5230\u5c06\u4e00\u4e2a\u8bf7\u6c42\u5e7f\u64ad\u7ed9\u63a5\u6536\u65b9\u5fae\u670d\u52a1\u7684\u6240\u6709\u5b9e\u4f8b\u3002Linkis \u57fa\u4e8e Feign \u5b9e\u73b0\u4e86\u4e00\u5957\u81ea\u5df1\u7684\u5e95\u5c42 RPC \u901a\u4fe1\u65b9\u6848\uff0c\u96c6\u6210\u5230\u4e86\u6240\u6709 Linkis \u7684\u5fae\u670d\u52a1\u4e4b\u4e2d\u3002\u4e00\u4e2a\u5fae\u670d\u52a1\u65e2\u53ef\u4ee5\u4f5c\u4e3a\u8bf7\u6c42\u8c03\u7528\u65b9\uff0c\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u8bf7\u6c42\u63a5\u6536\u65b9\u3002\u4f5c\u4e3a\u8bf7\u6c42\u8c03\u7528\u65b9\u65f6\uff0c\u5c06\u901a\u8fc7 Sender \u8bf7\u6c42\u76ee\u6807\u63a5\u6536\u65b9\u5fae\u670d\u52a1\u7684 Receiver \uff1b\u4f5c\u4e3a\u8bf7\u6c42\u63a5\u6536\u65b9\u65f6\uff0c\u5c06\u63d0\u4f9b Receiver \u7528\u6765\u5904\u7406\u8bf7\u6c42\u63a5\u6536\u65b9 Sender \u53d1\u9001\u8fc7\u6765\u7684\u8bf7\u6c42\uff0c\u4ee5\u4fbf\u5b8c\u6210\u540c\u6b65\u54cd\u5e94\u6216\u5f02\u6b65\u54cd\u5e94\u3002\u5982\u4e0b\u56fe\u793a\u610f\u3002\u8be6\u89c1 GitHub \u4e0a Linkis \u7684 Wiki \u4e2d\uff0c\u201cLinkis RPC \u67b6\u6784\u4ecb\u7ecd\u201d\u4e00\u6587\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7459b32df0.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 15&lt;\/center&gt; <\/p>\n<p>\u81f3\u6b64\uff0cLinkis \u5bf9\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u5f15\u64ce\u7684\u89e3\u8026\u539f\u7406\uff0c\u5176\u6838\u5fc3\u67b6\u6784\u4e0e\u6d41\u7a0b\u8bbe\u8ba1\uff0c\u53ca\u57fa\u4e8e Spring Cloud \u5fae\u670d\u52a1\u6846\u67b6\u5b9e\u73b0\u7684\uff0c\u5404\u6a21\u5757\u5fae\u670d\u52a1\u5316\u52a8\u6001\u7ba1\u7406\u3001\u901a\u4fe1\u8def\u7531\u3001\u6a2a\u5411\u6269\u5c55\u80fd\u529b\u4ecb\u7ecd\u5b8c\u6bd5\u3002<\/p>\n<h3>\u89e3\u8026\uff1aLinkis \u5982\u4f55\u89e3\u8026\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u5f15\u64ce<\/h3>\n<p>Linkis \u4f5c\u4e3a\u8ba1\u7b97\u4e2d\u95f4\u4ef6\uff0c\u5728\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u5f15\u64ce\u4e4b\u95f4\uff0c\u6784\u5efa\u4e86\u4e00\u5c42\u4e2d\u95f4\u5c42\u3002\u4e0a\u5c42\u5e94\u7528\u6240\u6709\u8ba1\u7b97\u4efb\u52a1\uff0c\u5148\u901a\u8fc7 HTTP\u3001WebSocket\u3001Java \u7b49\u63a5\u53e3\u65b9\u5f0f\u63d0\u4ea4\u7ed9 Linkis\uff0c\u518d\u7531 Linkis \u8f6c\u4ea4\u7ed9\u5e95\u5c42\u5f15\u64ce\u3002\u539f\u6709\u7684\u4e0a\u5c42\u5e94\u7528\u4ee5 CS \u6a21\u5f0f\u76f4\u8fde\u5e95\u5c42\u5f15\u64ce\u7684\u7d27\u8026\u5408\u5f97\u4ee5\u89e3\u9664\uff0c\u56e0\u6b64\u5b9e\u73b0\u4e86\u89e3\u8026\u3002\u5982\u4e0b\u56fe 16 \u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed7459fa3546.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 16&lt;\/center&gt; <\/p>\n<p>\u901a\u8fc7\u89e3\u8026\uff0c\u5e95\u5c42\u5f15\u64ce\u7684\u53d8\u52a8\u6709\u4e86 Linkis \u8fd9\u5c42\u4e2d\u95f4\u4ef6\u7f13\u51b2\uff0c\u5982\u5f15\u64ce client \u7684\u7248\u672c\u5347\u7ea7\uff0c\u65e0\u9700\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5bf9\u63a5\u7684\u4e0a\u5c42\u5e94\u7528\u505a\u9010\u4e2a\u6539\u52a8\uff0c\u53ef\u5728 Linkis \u5c42\u7edf\u4e00\u5b8c\u6210\u3002\u5e76\u80fd\u5728 Linkis \u5c42\uff0c\u5b9e\u73b0\u5bf9\u4e0a\u5c42\u5e94\u7528\u66f4\u52a0\u900f\u660e\u548c\u53cb\u597d\u7684\u5347\u7ea7\u7b56\u7565\uff0c\u5982\u7070\u5ea6\u5207\u6362\u3001\u591a\u6d3b\u7b49\u7b56\u7565\u652f\u6301\u3002\u4e14\u5373\u4f7f\u540e\u7ee7\u63a5\u5165\u66f4\u591a\u4e0a\u5c42\u5e94\u7528\u548c\u5e95\u5c42\u5f15\u64ce\uff0c\u6574\u4e2a\u73af\u5883\u590d\u6742\u5ea6\u4e5f\u4e0d\u4f1a\u6709\u5927\u7684\u53d8\u5316\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u5f00\u53d1\u8fd0\u7ef4\u5de5\u4f5c\u8d1f\u62c5\u3002<\/p>\n<h3>\u590d\u7528\uff1a\u5bf9\u4e8e\u4e0a\u5c42\u5e94\u7528\uff0cLinkis \u5982\u4f55\u51dd\u7ec3\u8ba1\u7b97\u6cbb\u7406\u6a21\u5757\u4f9b\u590d\u7528\uff0c\u907f\u514d\u91cd\u590d\u5f00\u53d1<\/h3>\n<h4>\u4e0a\u5c42\u5e94\u7528\u590d\u7528 Linkis \u793a\u4f8b\uff08 Scriptis \uff09<\/h4>\n<p>\u6709\u4e86 Linkis\uff0c\u4e0a\u5c42\u5e94\u7528\u53ef\u4ee5\u57fa\u4e8e Linkis\uff0c\u5feb\u901f\u5b9e\u73b0\u5bf9\u591a\u79cd\u540e\u53f0\u8ba1\u7b97\u5b58\u50a8\u5f15\u64ce\u7684\u5bf9\u63a5\u652f\u6301\uff0c\u53ca\u53d8\u91cf\u3001\u51fd\u6570\u7b49\u81ea\u5b9a\u4e49\u4e0e\u7ba1\u7406\u3001\u8d44\u6e90\u7ba1\u63a7\u3001\u591a\u79df\u6237\u3001\u667a\u80fd\u8bca\u65ad\u7b49\u8ba1\u7b97\u6cbb\u7406\u7279\u6027\u3002<\/p>\n<h4>\u4f18\u70b9<\/h4>\n<p>\u4ee5\u5fae\u4f17\u94f6\u884c\u4e0e Linkis \u540c\u65f6\u5f00\u6e90\u7684\uff0c\u4ea4\u4e92\u5f0f\u6570\u636e\u5f00\u53d1\u63a2\u7d22\u5de5\u5177 Scriptis \u4e3a\u4f8b\uff0cScriptis \u7684\u5f00\u53d1\u4eba\u5458\u53ea\u9700\u5173\u6ce8 Web UI\u3001\u591a\u79cd\u6570\u636e\u5f00\u53d1\u8bed\u8a00\u652f\u6301\u3001\u811a\u672c\u7f16\u8f91\u529f\u80fd\u7b49\u7eaf\u524d\u7aef\u529f\u80fd\u5b9e\u73b0\uff0cLinkis \u5305\u529e\u4e86\u5176\u4ece\u5b58\u50a8\u8bfb\u5199\u3001\u8ba1\u7b97\u4efb\u52a1\u63d0\u4ea4\u6267\u884c\u3001\u4f5c\u4e1a\u72b6\u6001\u65e5\u5fd7\u66f4\u65b0\u3001\u8d44\u6e90\u7ba1\u63a7\u7b49\u7b49\u51e0\u4e4e\u6240\u6709\u540e\u53f0\u529f\u80fd\u3002\u57fa\u4e8e Linkis \u7684\u5927\u91cf\u8ba1\u7b97\u6cbb\u7406\u5c42\u80fd\u529b\u7684\u590d\u7528\uff0c\u5927\u5927\u964d\u4f4e\u4e86 Scriptis \u9879\u76ee\u7684\u5f00\u53d1\u6210\u672c\uff0c\u4f7f\u5f97 Scritpis \u76ee\u524d\u53ea\u9700\u8981\u6709\u9650\u7684\u524d\u7aef\u4eba\u5458\uff0c\u5373\u53ef\u5b8c\u6210\u7ef4\u62a4\u548c\u7248\u672c\u8fed\u4ee3\u5de5\u4f5c\u3002<\/p>\n<p>\u5982\u4e0b\u56fe 17\uff0cScriptis \u9879\u76ee 99.5% \u7684\u4ee3\u7801\uff0c\u90fd\u662f\u524d\u7aef\u7684 JS\u3001CSS \u4ee3\u7801\u3002\u540e\u53f0\u57fa\u672c\u5b8c\u5168\u590d\u7528 Linkis\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745df43109.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 17&lt;\/center&gt; <\/p>\n<h3>\u5feb\u901f\u6269\u5c55\uff1a\u5bf9\u4e8e\u5e95\u5c42\u5f15\u64ce\uff0cLinkis \u5982\u4f55\u4ee5\u5f88\u5c0f\u7684\u5f00\u53d1\u91cf\uff0c\u5b9e\u73b0\u65b0\u5e95\u5c42\u5f15\u64ce\u5feb\u901f\u5bf9\u63a5<\/h3>\n<p><strong>\u6a21\u5757\u5316\u53ef\u63d2\u62d4\u7684\u8ba1\u7b97\u5f15\u64ce\u63a5\u5165\u8bbe\u8ba1\uff0c\u65b0\u5f15\u64ce\u63a5\u5165\u7b80\u5355\u5feb\u901f\u3002<\/strong><\/p>\n<p>\u5bf9\u4e8e\u5178\u578b\u4ea4\u4e92\u5f0f\u6a21\u5f0f\u8ba1\u7b97\u5f15\u64ce\uff08\u63d0\u4ea4\u4efb\u52a1\uff0c\u6267\u884c\uff0c\u8fd4\u56de\u7ed3\u679c\uff09\uff0c\u7528\u6237\u53ea\u9700\u8981 buildApplication \u548c executeLine \u8fd9 2 \u4e2a\u65b9\u6cd5\uff0c\u5c31\u53ef\u4ee5\u5b8c\u6210\u4e00\u4e2a\u65b0\u7684\u8ba1\u7b97\u5f15\u64ce\u63a5\u5165 Linkis\uff0c\u4ee3\u7801\u91cf\u6781\u5c11\u3002\u793a\u4f8b\u5982\u4e0b\u3002<\/p>\n<p>(1) AppManager \u90e8\u5206\uff1a\u7528\u6237\u5fc5\u987b\u5b9e\u73b0\u7684\u63a5\u53e3\u662f ApplicationBuilder\uff0c\u7528\u6765\u5c01\u88c5\u65b0\u5f15\u64ce\u8fde\u63a5\u5668\u5b9e\u4f8b\u542f\u52a8\u547d\u4ee4\u3002<\/p>\n<pre><code>1.  \/\/\u7528\u6237\u5fc5\u987b\u5b9e\u73b0\u7684\u65b9\u6cd5: \u7528\u4e8e\u5c01\u88c5\u65b0\u5f15\u64ce\u8fde\u63a5\u5668\u5b9e\u4f8b\u542f\u52a8\u547d\u4ee4 2.  def buildApplication(protocol:Protocol):ApplicationRequest <\/code><\/pre>\n<p>(2) EngineConn \u90e8\u5206\uff1a\u7528\u6237\u53ea\u9700\u5b9e\u73b0 executeLine \u65b9\u6cd5\uff0c\u5411\u65b0\u5f15\u64ce\u63d0\u4ea4\u6267\u884c\u8ba1\u7b97\u4efb\u52a1\uff1a<\/p>\n<pre><code>1.  \/\/\u7528\u6237\u5fc5\u987b\u5b9e\u73b0\u7684\u65b9\u6cd5\uff1a\u7528\u4e8e\u8c03\u7528\u5e95\u5c42\u5f15\u64ce\u63d0\u4ea4\u6267\u884c\u8ba1\u7b97\u4efb\u52a1 2.  def executeLine(context: EngineConnContext,code: String): ExecuteResponse <\/code><\/pre>\n<p>\u5f15\u64ce\u76f8\u5173\u5176\u4ed6\u529f\u80fd \/\u65b9\u6cd5\u90fd\u5df2\u6709\u9ed8\u8ba4\u5b9e\u73b0\uff0c\u65e0\u5b9a\u5236\u5316\u9700\u6c42\u53ef\u76f4\u63a5\u590d\u7528\u3002<\/p>\n<h3>\u8fde\u901a\uff1aLinkis \u5982\u4f55\u6253\u901a\u5e94\u7528\u5b64\u5c9b<\/h3>\n<p>\u901a\u8fc7 Linkis \u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587\u670d\u52a1\uff0c\u548c\u5b58\u50a8\u3001\u7269\u6599\u5e93\u670d\u52a1\uff0c\u63a5\u5165\u7684\u591a\u4e2a\u4e0a\u5c42\u5e94\u7528\u4e4b\u95f4\uff0c\u53ef\u8f7b\u677e\u5b9e\u73b0\u73af\u5883\u53d8\u91cf\u3001\u51fd\u6570\u3001\u7a0b\u5e8f\u5305\u3001\u6570\u636e\u6587\u4ef6\u7b49\uff0c\u76f8\u5173\u4fe1\u606f\u548c\u8d44\u6e90\u7684\u5171\u4eab\u548c\u590d\u7528\uff0c\u6253\u901a\u5e94\u7528\u5b64\u5c9b\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745e455922.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 18&lt;\/center&gt; <\/p>\n<h4>Context Service \u4e0a\u4e0b\u6587\u670d\u52a1\u4ecb\u7ecd<\/h4>\n<p>Context Service \uff08 CS \uff09\u4e3a\u4e0d\u540c\u4e0a\u5c42\u5e94\u7528\u7cfb\u7edf\uff0c\u4e0d\u540c\u8ba1\u7b97\u4efb\u52a1\uff0c\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u670d\u52a1\uff0c\u53ef\u5b9e\u73b0\u4e0a\u4e0b\u6587\u7684\u81ea\u5b9a\u4e49\u548c\u5171\u4eab\u3002\u5728 Linkis \u4e2d\uff0cCS \u9700\u8981\u7ba1\u7406\u7684\u4e0a\u4e0b\u6587\u5185\u5bb9\uff0c\u53ef\u5206\u4e3a\u5143\u6570\u636e\u4e0a\u4e0b\u6587\u3001\u6570\u636e\u4e0a\u4e0b\u6587\u548c\u8d44\u6e90\u4e0a\u4e0b\u6587 3 \u90e8\u5206\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745eb3bb74.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 19&lt;\/center&gt; <\/p>\n<p>\u5143\u6570\u636e\u4e0a\u4e0b\u6587\uff0c\u5b9a\u4e49\u4e86\u8ba1\u7b97\u4efb\u52a1\u4e2d\u5e95\u5c42\u5f15\u64ce\u5143\u6570\u636e\u7684\u8bbf\u95ee\u548c\u4f7f\u7528\u89c4\u8303\uff0c\u4e3b\u8981\u529f\u80fd\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\n<p>\u63d0\u4f9b\u7528\u6237\u7684\u6240\u6709\u5143\u6570\u636e\u4fe1\u606f\u8bfb\u5199\u63a5\u53e3\uff08\u5305\u62ec Hive \u8868\u5143\u6570\u636e\u3001\u7ebf\u4e0a\u5e93\u8868\u5143\u6570\u636e\u3001\u5176\u4ed6 NoSQL \u5982 HBase\u3001Kafka \u7b49\u5143\u6570\u636e\uff09\u3002<\/p>\n<\/li>\n<li>\n<p>\u8ba1\u7b97\u4efb\u52a1\u5185\u6240\u9700\u5143\u6570\u636e\u7684\u6ce8\u518c\u3001\u7f13\u5b58\u548c\u7ba1\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>\u6570\u636e\u4e0a\u4e0b\u6587\uff0c\u5b9a\u4e49\u4e86\u8ba1\u7b97\u4efb\u52a1\u4e2d\u6570\u636e\u6587\u4ef6\u7684\u8bbf\u95ee\u548c\u4f7f\u7528\u89c4\u8303\u3002\u7ba1\u7406\u6570\u636e\u6587\u4ef6\u7684\u5143\u6570\u636e\u3002<\/p>\n<\/li>\n<li>\n<p>\u8fd0\u884c\u65f6\u4e0a\u4e0b\u6587\uff0c\u7ba1\u7406\u5404\u79cd\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u53d8\u91cf\u3001\u51fd\u6570\u3001\u4ee3\u7801\u6bb5\u3001\u7a0b\u5e8f\u5305\u7b49\u3002<\/p>\n<\/li>\n<li>\n<p>\u540c\u65f6 Linkis \u4e5f\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u7269\u6599\u7ba1\u7406\u548c\u5b58\u50a8\u670d\u52a1\uff0c\u4e0a\u5c42\u5e94\u7528\u53ef\u6839\u636e\u9700\u8981\u5bf9\u63a5\uff0c\u4ece\u800c\u53ef\u5b9e\u73b0\u811a\u672c\u6587\u4ef6\u3001\u7a0b\u5e8f\u5305\u3001\u6570\u636e\u6587\u4ef6\u7b49\u5b58\u50a8\u5c42\u7684\u6253\u901a\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u57fa\u4e8e\u8ba1\u7b97\u4e2d\u95f4\u4ef6 Linkis \u7684\u8ba1\u7b97\u6cbb\u7406 &#8211; \u7406\u4e4b\u8def\uff08 Insight \uff09<\/h2>\n<p>Linkis \u8ba1\u7b97\u6cbb\u7406\u7ec6\u5316\u7279\u6027\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\u4ecb\u7ecd\uff0c\u5728\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u3001\u591a\u79df\u6237\u9694\u79bb\u3001\u8d44\u6e90\u7ba1\u63a7\u3001\u8ba1\u7b97\u4efb\u52a1\u7ba1\u7406\u7b56\u7565\u7b49\u65b9\u9762\uff0c\u505a\u4e86\u5927\u91cf\u7ec6\u5316\u8003\u91cf\u548c\u5b9e\u73b0\uff0c\u4fdd\u969c\u8ba1\u7b97\u4efb\u52a1\u5728\u590d\u6742\u6761\u4ef6\u4e0b\u6210\u529f\u6267\u884c\u3002<\/p>\n<h3>\u8ba1\u7b97\u4efb\u52a1\u7684\u9ad8\u5e76\u53d1\u652f\u6301<\/h3>\n<p>Linkis \u7684 Job \u57fa\u4e8e\u591a\u7ea7\u5f02\u6b65\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u670d\u52a1\u95f4\u901a\u8fc7\u9ad8\u6548\u7684 RPC \u548c\u6d88\u606f\u961f\u5217\u6a21\u5f0f\u8fdb\u884c\u5feb\u901f\u901a\u4fe1\uff0c\u5e76\u53ef\u4ee5\u901a\u8fc7\u7ed9 Job \u6253\u4e0a\u521b\u5efa\u8005\u3001\u7528\u6237\u7b49\u591a\u79cd\u7c7b\u578b\u7684\u6807\u7b7e\u8fdb\u884c\u4efb\u52a1\u7684\u8f6c\u53d1\u548c\u9694\u79bb\u6765\u63d0\u9ad8 Job \u7684\u5e76\u53d1\u80fd\u529b\u3002\u901a\u8fc7 Linkis \u53ef\u4ee5\u505a\u5230 1 \u4e2a\u5165\u53e3\u670d\u52a1\uff08 Entrance \uff09\u540c\u65f6\u627f\u63a5\u8d85 1 \u4e07+ \u5728\u7ebf\u7684 Job \u8bf7\u6c42\u3002<\/p>\n<p>\u591a\u7ea7\u5f02\u6b65\u7684\u8bbe\u8ba1\u67b6\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745f0738f6.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 20&lt;\/center&gt; <\/p>\n<p>\u5982\u4e0a\u56fe\u6240\u793a Job \u4ece GateWay \u5230 Entrance \u540e\uff0cJob \u4ece\u751f\u6210\u5230\u6267\u884c\uff0c\u5230\u4fe1\u606f\u63a8\u9001\u7ecf\u5386\u4e86\u591a\u4e2a\u7ebf\u7a0b\u6c60\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u901a\u8fc7\u5f02\u6b65\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u6bcf\u4e00\u4e2a\u7ebf\u7a0b\u6c60\u4e2d\u7684\u7ebf\u7a0b\u90fd\u91c7\u7528\u8fd0\u884c\u4e00\u6b21\u5373\u7ed3\u675f\u7684\u65b9\u5f0f\uff0c\u964d\u4f4e\u7ebf\u7a0b\u5f00\u9500\u3002\u6574\u4e2a Job \u4ece\u8bf7\u6c42\u2014\u6267\u884c\u2014\u5230\u4fe1\u606f\u63a8\u9001\u5168\u90fd\u5f02\u6b65\u5b8c\u6210\uff0c\u663e\u8457\u7684\u63d0\u9ad8\u4e86 Job \u7684\u5e76\u53d1\u80fd\u529b\u3002<\/p>\n<p>\u8fd9\u91cc\u9488\u5bf9\u8ba1\u7b97\u4efb\u52a1\u6700\u5173\u952e\u7684\u4e00\u73af Job \u8c03\u5ea6\u5c42\u8fdb\u884c\u8bf4\u660e\uff0c\u6d77\u91cf\u7528\u6237\u6210\u5343\u4e0a\u4e07\u7684\u5e76\u53d1\u4efb\u52a1\u7684\u538b\u529b\uff0c\u5728 Job \u8c03\u5ea6\u5c42\u4e2d\u662f\u5982\u4f55\u8fdb\u884c\u5b9e\u73b0\u7684\u5462\uff1f<\/p>\n<p>\u5728\u8bf7\u6c42\u63a5\u6536\u5c42\uff0c\u8bf7\u6c42\u63a5\u6536\u961f\u5217\u4e2d\uff0c\u4f1a\u7f13\u5b58\u524d\u7aef\u7528\u6237\u63d0\u4ea4\u8fc7\u6765\u7684\u6210\u5343\u4e0a\u4e07\u8ba1\u7b97\u4efb\u52a1\uff0c\u5e76\u6309\u7cfb\u7edf \/\u7528\u6237\u5c42\u7ea7\u5212\u5206\u7684\u8c03\u5ea6\u7ec4\uff0c\u5206\u53d1\u5230\u4e0b\u6e38 Job \u8c03\u5ea6\u6c60\u4e2d\u7684\u5404\u4e2a\u8c03\u5ea6\u961f\u5217\uff1b\u5230 Job \u8c03\u5ea6\u5c42\uff0c\u591a\u4e2a\u8c03\u5ea6\u7ec4\u5bf9\u5e94\u7684\u8c03\u5ea6\u5668\uff0c\u4f1a\u540c\u65f6\u6d88\u8d39\u5bf9\u5e94\u7684\u8c03\u5ea6\u961f\u5217\uff0c\u83b7\u53d6 Job \u5e76\u63d0\u4ea4\u7ed9 Job \u6267\u884c\u6c60\u8fdb\u884c\u6267\u884c\u3002\u8fc7\u7a0b\u4e2d\u5927\u91cf\u4f7f\u7528\u4e86\u591a\u7ebf\u7a0b\u3001\u591a\u7ea7\u5f02\u6b65\u8c03\u5ea6\u6267\u884c\u7b49\u6280\u672f\u3002\u793a\u610f\u5982\u4e0b\u56fe 21\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745f6f3e85.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 21&lt;\/center&gt; <\/p>\n<h3>\u5176\u4ed6\u7ec6\u5316\u7279\u6027<\/h3>\n<p>Linkis \u8fd8\u5728\u9ad8\u53ef\u7528\u3001\u591a\u79df\u6237\u9694\u79bb\u3001\u8d44\u6e90\u7ba1\u63a7\u3001\u8ba1\u7b97\u4efb\u52a1\u7ba1\u7406\u7b56\u7565\u7b49\u65b9\u9762\uff0c\u505a\u4e86\u5f88\u591a\u7ec6\u5316\u8003\u91cf\u548c\u5b9e\u73b0\u3002\u7bc7\u5e45\u6709\u9650\uff0c\u5728\u8fd9\u91cc\u4e0d\u518d\u8be6\u8ff0\u6bcf\u4e2a\u7ec6\u5316\u7279\u6027\u7684\u5b9e\u73b0\uff0c\u53ef\u53c2\u89c1 Github \u4e0a Linkis \u7684 Wiki\u3002\u540e\u7ee7\u6211\u4eec\u4f1a\u9488\u5bf9 Linkis \u7684\u8ba1\u7b97\u6cbb\u7406-\u7406\u4e4b\u8def\uff08 Insight \uff09\u7684\u7ec6\u5316\u7279\u6027\u76f8\u5173\u5185\u5bb9\uff0c\u518d\u505a\u4e13\u9898\u4ecb\u7ecd\u3002<\/p>\n<h2>\u7ed3\u8bed<\/h2>\n<p>\u57fa\u4e8e\u5982\u4e0a\u89e3\u8026\u3001\u590d\u7528\u3001\u5feb\u901f\u6269\u5c55\u3001\u8fde\u901a\u7b49\u67b6\u6784\u8bbe\u8ba1\u4f18\u70b9\uff0c\u53ca\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u3001\u591a\u79df\u6237\u9694\u79bb\u3001\u8d44\u6e90\u7ba1\u63a7\u7b49\u7ec6\u5316\u7279\u6027\u5b9e\u73b0\uff0c\u8ba1\u7b97\u4e2d\u95f4\u4ef6 Linkis \u5728\u5fae\u4f17\u751f\u4ea7\u73af\u5883\u7684\u5e94\u7528\u6548\u679c\u663e\u8457\u3002\u6781\u5927\u7684\u52a9\u529b\u4e86\u5fae\u4f17\u94f6\u884c\u4e00\u7ad9\u5f0f\u5927\u6570\u636e\u5e73\u53f0\u5957\u4ef6 WeDataSphere \u7684\u5feb\u901f\u6784\u5efa\uff0c\u4e14\u6784\u6210\u4e86 WeDataSphere \u5168\u8fde\u901a\u3001\u591a\u79df\u6237\u3001\u8d44\u6e90\u7ba1\u63a7\u7b49\u4f01\u4e1a\u7ea7\u7279\u6027\u7684\u57fa\u77f3\u3002<\/p>\n<p>Linkis \u5728\u5fae\u4f17\u5e94\u7528\u60c5\u51b5\u5982\u56fe 22\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/4563.org\/wp-content\/uploads\/2020\/06\/20200603_5ed745fcbd5ef.jpg\" alt=\"\u590d\u6742\u5206\u5e03\u5f0f\u67b6\u6784\u4e0b\u7684\u8ba1\u7b97\u6cbb\u7406\u4e4b\u8def\" \/><\/p>\n<p> &lt;center&gt;\u56fe 22&lt;\/center&gt; 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