{"id":123944,"date":"2026-11-08T14:32:48","date_gmt":"2026-11-08T06:32:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/123944.html"},"modified":"2026-11-08T14:32:48","modified_gmt":"2026-11-08T06:32:48","slug":"%e3%80%90%e5%bc%80%e6%ba%90%e6%b7%b1%e5%ba%a6%e8%af%84%e6%b5%8b%e3%80%91apache-airflow%ef%bc%9a%e5%8f%af%e7%bc%96%e7%a8%8b%e5%b7%a5%e4%bd%9c%e6%b5%81%e7%bc%96%e6%8e%92%e5%b9%b3%e5%8f%b0%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/123944.html","title":{"rendered":"\u3010\u5f00\u6e90\u6df1\u5ea6\u8bc4\u6d4b\u3011Apache Airflow\uff1a\u53ef\u7f16\u7a0b\u5de5\u4f5c\u6d41\u7f16\u6392\u5e73\u53f0\uff0c\u4ece\u9759\u6001\u5feb\u7167\u770b\u8c03\u5ea6\u751f\u6001\u8fb9\u754c"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/<br \/>\n        #content_views.markdown_views &gt; p:empty:has(+ .toc),<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty,<br \/>\n        \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/<br \/>\n        #content_views.htmledit_views #main-toc,<br \/>\n        #content_views.htmledit_views #hr-toc,<br \/>\n        #content_views.htmledit_views p[id*=\\&#8221;-toc\\&#8221;] {<br \/>\n          display: none !important;<br \/>\n        }<br \/>\n        \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/<br \/>\n        #content_views.markdown_views &gt; .toc + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + h4,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h4 {<br \/>\n          margin-top: 0 !important;<br \/>\n        }<\/p>\n<h2>\u3010\u5f00\u6e90\u6df1\u5ea6\u8bc4\u6d4b\u3011Apache Airflow&#xff1a;\u53ef\u7f16\u7a0b\u5de5\u4f5c\u6d41\u7f16\u6392\u5e73\u53f0&#xff0c;\u4ece\u9759\u6001\u5feb\u7167\u770b\u8c03\u5ea6\u751f\u6001\u8fb9\u754c<\/h2>\n<p>\u4e13\u680f\u6807\u7b7e&#xff1a;#\u5f00\u6e90\u8bc4\u6d4b #Apache #Airflow #\u5de5\u4f5c\u6d41\u8c03\u5ea6 #\u6570\u636e\u6d41\u6c34\u7ebf #L3\u9759\u6001\u53d6\u8bc1 \u8bc4\u6d4b\u4f53\u7cfb&#xff1a;Valhalla SafeNet Accelerator \u00d7 Matrix Alchemy Lab&#xff5c;L3 \u6709\u754c\u9759\u6001\u53d6\u8bc1 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\u91cd\u8981\u58f0\u660e&#xff1a;\u672c\u6587\u4e3aL3\u9759\u6001\u8bc1\u636e\u8bc4\u6d4b&#xff0c;\u672a\u7f16\u8bd1\u3001\u672a\u90e8\u7f72\u3001\u672a\u8fd0\u884c\u8c03\u5ea6\u670d\u52a1\u3001\u672a\u505a\u6027\u80fd\u538b\u6d4b\u3001\u4f9d\u8d56\u6f0f\u6d1e\u626b\u63cf\u3001\u96c6\u6210\u6d4b\u8bd5&#xff1b;\u4ec5\u57fa\u4e8e\u5b98\u65b9API\u62c9\u53d6\u7684\u6709\u754c\u5feb\u7167&#xff0c;\u62bd\u683730\u4e2a\u6587\u4ef6\u505a\u8bcd\u6cd5\u3001AST\u53ea\u8bfb\u590d\u6838\u3002L3\u4ec5\u4ee3\u8868\u8bc1\u636e\u94fe\u8def\u53ef\u8ffd\u6eaf\u3001\u56fa\u5b9acommit\u6837\u672c\u53ef\u6838\u9a8c&#xff0c;\u4e0d\u7b49\u4e8e\u751f\u4ea7\u7a33\u5b9a\u3001\u5b89\u5168\u65e0\u6f0f\u6d1e\u3001\u6ee1\u8db3\u4f01\u4e1a\u51c6\u5165\u89c4\u8303\u3002\u8bcd\u6cd5\u68c0\u7d22\u547d\u4e2d\u4ec5\u4e3a\u6587\u672c\u7ebf\u7d22&#xff0c;\u4e0d\u4ee3\u8868\u771f\u5b9e\u8fd0\u884c\u884c\u4e3a\u3002<\/p>\n<p>\u6458\u8981&#xff1a;Apache Airflow 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\/>\n<h3>\u4e00\u3001\u80cc\u666f&#xff1a;\u4e3a\u4ec0\u4e48Airflow\u81f3\u4eca\u4ecd\u662f\u5de5\u4f5c\u6d41\u6807\u6746<\/h3>\n<p>\u5728\u6570\u636e\u6d41\u6c34\u7ebf\u3001ETL\u3001\u79bb\u7ebf\u8ba1\u7b97\u3001\u5b9a\u65f6\u8fd0\u7ef4\u4efb\u52a1\u573a\u666f\u91cc&#xff0c;\u5de5\u4f5c\u6d41\u5de5\u5177\u9009\u578b\u975e\u5e38\u591a&#xff1a;DolphinScheduler\u3001Prefect\u3001Temporal\u3001ByteWDL\u7b49\u3002 Airflow\u7684\u5dee\u5f02\u5316\u6838\u5fc3&#xff1a;\u4e00\u5207\u5de5\u4f5c\u6d41\u7686\u4e3aPython\u4ee3\u7801\u3002<\/p>\n<ul>\n<li>DAG\u662fPython\u811a\u672c&#xff0c;\u5929\u7136\u652f\u6301\u7248\u672c\u7ba1\u7406\u3001Git\u7ba1\u63a7\u3001\u4ee3\u7801\u8bc4\u5ba1&#xff1b;<\/li>\n<li>\u6807\u51c6\u5316\u8c03\u5ea6\u3001\u91cd\u8bd5\u3001\u544a\u8b66\u3001\u4f9d\u8d56\u3001\u65e5\u5fd7\u3001\u5143\u6570\u636e\u4e00\u5957\u80fd\u529b&#xff1b;<\/li>\n<li>\u6d77\u91cfProvider\u63d2\u4ef6&#xff0c;\u5bf9\u63a5\u4e91\u5382\u5546\u3001\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\u3001\u5b58\u50a8\u3001AI\u670d\u52a1&#xff1b;<\/li>\n<li>\u5f00\u653eWebUI\u3001REST\/FastAPI\u3001TS SDK&#xff0c;\u652f\u6301\u5916\u90e8\u7cfb\u7edf\u89e6\u53d1DAG\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p>\u4f46\u5b83\u7684\u75db\u70b9\u540c\u6837\u5e7f\u4e3a\u719f\u77e5&#xff1a;\u5143\u6570\u636e\u5e93\u538b\u529b\u3001DAG\u89e3\u6790\u5f00\u9500\u3001\u7248\u672c\u5347\u7ea7\u8fc1\u79fb\u6210\u672c\u3001\u591aProvider\u4f9d\u8d56\u51b2\u7a81\u3001\u96c6\u7fa4\u8fd0\u7ef4\u590d\u6742\u5ea6\u3002<\/p>\n<p>\u672c\u6b21\u8bc4\u6d4b\u4e3a\u56fa\u5b9acommit\u6709\u754c\u5feb\u7167\u53d6\u8bc1&#xff0c;\u4e0d\u5c5e\u4e8e\u52a8\u6001\u6027\u80fd\u8bc4\u6d4b&#xff0c;\u4e0d\u9a8c\u8bc1\u8c03\u5ea6\u541e\u5410\u91cf\u3001\u5e76\u53d1\u7a33\u5b9a\u6027\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u5feb\u7167\u8bc1\u636e&#xff5c;\u6a21\u5757\u5206\u5c42\u4e0e\u590d\u6838\u8def\u7ebf<\/h3>\n<p>\u672c\u6b21\u53d6\u6837\u6839\u6a21\u5757&#xff1a;providers\u3001airflow-core\u3001ts-sdk\u3001airflow-e2e-tests\u3001devel-common\u3001scripts \u62bd\u6837\u5206\u5c42\u914d\u989d&#xff1a;\u6839\u5951\u7ea68\u4efd\u3001CI\u914d\u7f6e4\u4efd\u3001\u6d4b\u8bd5\u6837\u672c6\u4efd\u3001\u751f\u4ea7\u6e90\u780112\u4efd&#xff0c;\u7b49\u8ddd\u5206\u6563\u62bd\u6837&#xff0c;\u4f18\u5148\u8865\u9f50\u751f\u4ea7\u6e90\u7801\u6837\u672c\u3002<\/p>\n<p>\u5206\u5c42\u6838\u9a8c\u987a\u5e8f&#xff1a;\u6839\u5951\u7ea6\u6587\u6863 \u2192 CI\u6d41\u6c34\u7ebf \u2192 \u6d4b\u8bd5\u7528\u4f8b \u2192 \u4e1a\u52a1\u751f\u4ea7\u6e90\u7801<\/p>\n<h4>2.1 airflow-core&#xff1a;\u6838\u5fc3\u5185\u6838&#xff0c;\u8c03\u5ea6\u3001DAG\u89e3\u6790\u3001\u6743\u9650\u4e0e\u8fc1\u79fb<\/h4>\n<p>airflow-core \u662f\u57fa\u5ea7&#xff0c;\u672c\u6b21\u5feb\u7167\u8bfb\u5230\u7684\u5173\u952e\u7ebf\u7d22&#xff1a;<\/p>\n<li>DAG\u89e3\u6790\u6a21\u5757&#xff1a;useDagParsing.ts \u524d\u7aef\u67e5\u8be2\u94a9\u5b50&#xff0c;\u914d\u5957Monaco\u4ee3\u7801\u7f16\u8f91\u5668&#xff0c;\u652f\u6301Web\u7aefDAG\u6e90\u7801\u9884\u89c8&#xff1b;<\/li>\n<li>\u6570\u636e\u5e93\u8fc1\u79fb&#xff1a;\u8fc1\u79fb\u811a\u672c&#xff08;0018_2_10_0_add_indexes&#8230;&#xff09;&#xff0c;\u7ed9DAG ID\u76f8\u5173\u8868\u589e\u52a0\u7d22\u5f15&#xff0c;\u8bf4\u660e\u9879\u76ee\u6301\u7eed\u9488\u5bf9\u5143\u5e93\u67e5\u8be2\u505a\u4f18\u5316&#xff1b;<\/li>\n<li>\u8ba4\u8bc1\u4f53\u7cfb&#xff1a;FastAPI auth\u8ba4\u8bc1\u7ba1\u7406\u5668&#xff0c;\u914d\u5957\u524d\u7aef\u767b\u5f55\u6d4b\u8bd5&#xff0c;\u65b0\u7248\u6b63\u5728\u5411FastAPI\u4f53\u7cfb\u6f14\u8fdb&#xff1b;<\/li>\n<li>\u6784\u5efa\u811a\u672c hatch_build.py&#xff1a;\u7248\u672c\u7ba1\u7406\u3001\u6784\u5efa\u6e05\u7406\u3001Dockerignore\u89c4\u5219&#xff0c;\u91c7\u7528Hatch\u4f5c\u4e3aPython\u5305\u6784\u5efa\u5de5\u5177\u3002<\/li>\n<p>\u53d6\u8bc1\u8fb9\u754c&#xff1a;\u4ec5\u770b\u5230\u8fc1\u79fb\u811a\u672c\u3001\u524d\u7aef\u4ee3\u7801\u9aa8\u67b6\u3001\u6784\u5efa\u903b\u8f91&#xff1b;\u6ca1\u6709\u9a8c\u8bc1\u5347\u7ea7\u811a\u672c\u5728\u4e0d\u540c\u5b58\u91cf\u7248\u672c\u4e0a\u80fd\u5426\u5e73\u6ed1\u6267\u884c\u3001\u7d22\u5f15\u53d8\u66f4\u662f\u5426\u9501\u8868\u3002<\/p>\n<h4>2.2 Providers \u63d2\u4ef6\u751f\u6001&#xff1a;Airflow\u6700\u6838\u5fc3\u7684\u6269\u5c55\u80fd\u529b<\/h4>\n<p>Providers\u662fAirflow\u751f\u6001\u7684\u7075\u9b42&#xff0c;\u6bcf\u4e2aProvider\u72ec\u7acb\u5c01\u88c5\u5bf9\u63a5\u903b\u8f91&#xff1a;AWS\u3001Google\u3001Elasticsearch\u3001Redis\u3001gRPC\u3001Hive\u3001OpenLineage\u3001AI\u76f8\u5173\u7b97\u5b50\u7b49\u3002 \u5feb\u7167\u6837\u672c\u53ef\u89c1\u5178\u578b\u8303\u5f0f&#xff1a;<\/p>\n<ul>\n<li>Hook&#xff1a;\u5e95\u5c42\u8fde\u63a5\u7ba1\u7406&#xff08;\u4f8b\u5982Elasticsearch Hook&#xff0c;\u8d1f\u8d23\u8fde\u63a5\u3001\u6e38\u6807\u3001\u8bf7\u6c42\u5c01\u88c5&#xff09;<\/li>\n<li>Operator&#xff1a;\u6267\u884c\u4efb\u52a1\u7b97\u5b50&#xff08;http_to_s3 \u8de8\u5b58\u50a8\u4f20\u8f93\u7b97\u5b50&#xff09;<\/li>\n<li>\u793a\u4f8bDAG&#xff1a;example_adk_agent.py \u53ef\u4ee5\u770b\u5230&#xff0c;\u5b98\u65b9\u5df2\u7ecf\u5728\u539f\u751fProvider\u4e2d\u52a0\u5165AI Agent\u7c7b\u578b\u4efb\u52a1\u793a\u4f8b&#xff0c;\u662f\u8fd1\u671f\u751f\u6001\u65b9\u5411&#xff1b;<\/li>\n<li>\u914d\u5957\u5355\u5143\u6d4b\u8bd5\u3001\u7cfb\u7edf\u6d4b\u8bd5\u6837\u4f8b\u3002<\/li>\n<\/ul>\n<p>\u2705 \u8bbe\u8ba1\u4f18\u52bf&#xff1a;\u5185\u6838\u4e0e\u5916\u90e8\u5bf9\u63a5\u89e3\u8026&#xff0c;\u63d2\u4ef6\u72ec\u7acb\u53d1\u5e03\u3001\u72ec\u7acb\u7248\u672c&#xff1b; \u26a0\ufe0f \u98ce\u9669\u70b9&#xff1a;Provider\u6570\u91cf\u5e9e\u5927&#xff0c;\u4e0d\u540cProvider\u4f9d\u8d56\u7248\u672c\u51b2\u7a81\u3001\u63a5\u53e3\u53d8\u66f4\u3001\u517c\u5bb9\u6027\u95ee\u9898\u662f\u8fd0\u7ef4\u9ad8\u9891\u5751&#xff1b;\u5feb\u7167\u65e0\u6cd5\u6838\u9a8c\u5404Provider\u4e4b\u95f4\u7684\u4f9d\u8d56\u517c\u5bb9\u3002<\/p>\n<h4>2.3 TS SDK &amp; \u524d\u7aef&#xff1a;\u5f00\u653e\u53ef\u7f16\u7a0b\u89e6\u53d1\u80fd\u529b<\/h4>\n<p>\u4ed3\u5e93\u7ef4\u62a4\u72ec\u7acb ts-sdk&#xff0c;\u63d0\u4f9b\u524d\u7aef\/Node\u4fa7SDK&#xff0c;\u652f\u6301\u8fdc\u7a0b\u89e6\u53d1DAG Run\u3001\u67e5\u8be2\u4efb\u52a1\u72b6\u6001\u3002 \u914d\u5957\u6d4b\u8bd5\u7528\u4f8b trigger-dag-run.test.ts&#xff0c;\u8bf4\u660e\u9879\u76ee\u628a\u5916\u90e8\u7a0b\u5e8f\u89e6\u53d1DAG\u4f5c\u4e3a\u4e00\u7b49\u516c\u6c11\u80fd\u529b\u3002 \u8fd9\u610f\u5473\u7740Airflow\u4e0d\u518d\u53ea\u662f\u4e00\u4e2a\u540e\u53f0\u8c03\u5ea6\u5668&#xff0c;\u5b83\u53ef\u4ee5\u4f5c\u4e3a\u5de5\u4f5c\u6d41\u4e2d\u53f0&#xff0c;\u88ab\u4e1a\u52a1\u7cfb\u7edf\u3001Agent\u5e73\u53f0\u8fdc\u7a0b\u8c03\u7528\u3002<\/p>\n<h4>2.4 CI\u4e0e\u5de5\u7a0b\u5951\u7ea6<\/h4>\n<p>.github\/workflows \u4e0b\u7ef4\u62a4\u591a\u5957CI\u6d41\u6c34\u7ebf&#xff1a;\u955c\u50cf\u68c0\u67e5\u3001\u6d4b\u8bd5\u6536\u5c3e\u3001\u4f9d\u8d56\u7ea6\u675f\u5237\u65b0\u3001\u7248\u672c\u5347\u7ea7\u6821\u9a8c\u3002 \u53ef\u4ee5\u770b\u51fa\u9879\u76ee\u6709\u4e25\u683c\u7684\u4e0a\u6e38\u5de5\u7a0b\u7eaa\u5f8b&#xff1a;\u7ea6\u675f\u7248\u672c\u9501\u5b9a\u3001\u5347\u7ea7\u524d\u6821\u9a8c\u3001\u955c\u50cf\u5408\u89c4\u68c0\u67e5\u3002<\/p>\n<p>\u53d6\u8bc1\u8fb9\u754c&#xff1a;CI\u914d\u7f6e\u6587\u4ef6\u5b58\u5728 \u2260 \u5f53\u524d\u6240\u6709\u5206\u652fCI\u7a33\u5b9a\u901a\u8fc7&#xff1b;\u5feb\u7167\u4e0d\u6267\u884cCI\u3001\u4e0d\u8dd1\u5355\u5143\u6d4b\u8bd5\u3002<\/p>\n<h4>2.5 \u8bcd\u6cd5\u7ebf\u7d22\u7edf\u8ba1&#xff08;\u4ec5\u6587\u672c\u68c0\u7d22\u7ebf\u7d22&#xff0c;\u975e\u8fd0\u884c\u7ed3\u8bba&#xff09;<\/h4>\n<p>\u68c0\u7d22\u547d\u4e2d\u7edf\u8ba1&#xff08;\u4ec5\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u4e0d\u4ee3\u8868\u771f\u5b9e\u80fd\u529b\u9a8c\u8bc1&#xff09;<\/p>\n<table>\n<tr>\u7ebf\u7d22\u7c7b\u578b\u547d\u4e2d\u6570\u91cf\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u8bf7\u6c42\u6216\u8def\u7531<\/td>\n<td>41<\/td>\n<td>API\u3001Web\u8def\u7531\u3001\u63a5\u53e3\u5b9a\u4e49\u6587\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u6301\u4e45\u5316\u6216\u67e5\u8be2<\/td>\n<td>57<\/td>\n<td>\u6570\u636e\u5e93\u3001\u5143\u6570\u636e\u3001\u7d22\u5f15\u3001\u67e5\u8be2\u76f8\u5173<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u6216\u5f02\u6b65<\/td>\n<td>17<\/td>\n<td>\u5f02\u6b65\u4efb\u52a1\u3001\u89e6\u53d1\u5668\u3001\u5e76\u53d1\u8c03\u5ea6\u76f8\u5173<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u4ef6\u6216\u7f51\u7edc I\/O<\/td>\n<td>113<\/td>\n<td>Hook\u3001\u5b58\u50a8\u4f20\u8f93\u3001\u8bfb\u5199\u3001\u7f51\u7edc\u8bf7\u6c42\u6587\u672c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u91cd\u70b9\u63d0\u9192&#xff1a;\u8bcd\u6cd5\u547d\u4e2d\u4ec5\u4e3a\u6e90\u7801\u6587\u672c\u7279\u5f81&#xff0c;\u4e0d\u80fd\u76f4\u63a5\u63a8\u5bfc\u5e76\u53d1\u4e0a\u9650\u3001IO\u541e\u5410\u3001\u63a5\u53e3\u5b89\u5168\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001L3 \u53d6\u8bc1\u95e8\u7981 &amp; \u5feb\u7167\u6838\u9a8c\u6e05\u5355&#xff08;\u5ba1\u8ba1\u5f52\u6863&#xff09;<\/h3>\n<p>\u95e8\u7981\u7ed3\u679c&#xff1a;L3 \/ PASS&#xff0c;30\/30 \u58f0\u660e\u6837\u672c\u5168\u90e8\u901a\u8fc7blob\u4e0eSHA-256\u6838\u9a8c | \u53d6\u8bc1\u9879 | \u5feb\u7167\u4e8b\u5b9e | | &#8212;- | &#8212;- | | \u56fa\u5b9a\u63d0\u4ea4 | f82542a453a63d1b5f5b3fd73f99b2cf7ca9dae4 | | \u76ee\u5f55\u679a\u4e3e | 15312 \u4e2a\u666e\u901a\u6587\u4ef6\u6761\u76ee | | \u53d6\u6837\u603b\u6570 | 30\u4e2a&#xff0c;\u6838\u9a8c30\u4e2a | | \u89e3\u6790\u65b9\u5f0f | Python AST&#xff1a;14\u4e2a&#xff1b;\u8bcd\u6cd5\u68c0\u7d22&#xff1a;5\u4e2a&#xff1b;\u6d4b\u8bd5\u6837\u672c6&#xff1b;\u6784\u5efa\/\u4f9d\u8d56\u7ebf\u7d222 | | \u83b7\u53d6\u65b9\u5f0f | \u5b98\u65b9API\u6709\u754c\u5feb\u7167&#xff0c;\u672a\u5b8c\u6574\u514b\u9686\u4ed3\u5e93\u3001\u672a\u62c9\u53d6\u5168\u91cf\u5386\u53f2 | | \u8fd0\u884c\u52a8\u4f5c | \u65e0\u7f16\u8bd1\u3001\u65e0\u542f\u52a8\u670d\u52a1\u3001\u65e0\u96c6\u6210\u6d4b\u8bd5\u3001\u65e0\u6f0f\u6d1e\u626b\u63cf | | Manifest SHA-256 | 2c58ea90d527efa8a16a7b98a28f3d50655c35b1c1764e4dfb8695bd5fd72117 |<\/p>\n<p>L3\u5b9a\u4e49&#xff1a;\u56fa\u5b9acommit&#043;\u6837\u672c\u6587\u4ef6\u54c8\u5e0c\u53ef\u590d\u73b0\u6838\u9a8c&#xff1b;\u4e0d\u4ee3\u8868&#xff1a;\u8c03\u5ea6\u903b\u8f91\u6b63\u786e\u6027\u3001\u8fc1\u79fb\u811a\u672c\u5b89\u5168\u3001\u6743\u9650\u9694\u79bb\u3001\u4f9d\u8d56\u65e0\u6f0f\u6d1e\u3001\u5e76\u53d1\u7a33\u5b9a\u6027\u3002 \u672a\u5173\u95ed\u9a8c\u8bc1\u9879&#xff1a;<\/p>\n<li>CI\/\u6d4b\u8bd5\u6587\u4ef6\u5b58\u5728&#xff0c;\u4e0d\u4ee3\u8868\u6d4b\u8bd5\u901a\u8fc7\u3001\u8986\u76d6\u5145\u5206&#xff1b;<\/li>\n<li>\u4f9d\u8d56\u672a\u89e3\u6790\u3001\u672a\u505a\u6f0f\u6d1e\u6bd4\u5bf9&#xff1b;<\/li>\n<li>\u975ePython\u4ee3\u7801\u4ec5\u8bcd\u6cd5\u68c0\u7d22&#xff0c;\u4e0d\u505aAST\u3001\u6570\u636e\u6d41\u5206\u6790&#xff1b;<\/li>\n<li>\u6e90\u7801\u9632\u706b\u5899\u3001\u5b89\u5168\u626b\u63cf\u672a\u6267\u884c\u3002<\/li>\n<hr \/>\n<h3>\u56db\u3001\u843d\u5730\u98ce\u9669\u4e0e\u8bb8\u53ef\u7ea2\u7ebf&#xff08;\u6570\u636e\u5e73\u53f0\u5fc5\u770b&#xff09;<\/h3>\n<li>DAG\u5373\u4ee3\u7801&#xff0c;\u662f\u4f18\u52bf\u4e5f\u662f\u98ce\u9669 DAG\u811a\u672c\u62e5\u6709\u6267\u884c\u6743\u9650&#xff0c;\u6076\u610f\u4ee3\u7801\u3001\u6ce8\u5165\u3001\u8def\u5f84\u904d\u5386\u98ce\u9669\u9700\u8981\u7ba1\u63a7&#xff1b;\u751f\u4ea7\u73af\u5883\u5fc5\u987b\u505aDAG\u4ee3\u7801\u8bc4\u5ba1\u3001\u6c99\u7bb1\u9694\u79bb\u3001\u8d44\u6e90\u914d\u989d\u3002<\/li>\n<li>\u5143\u6570\u636e\u5e93\u662f\u5355\u70b9\u74f6\u9888 \u6240\u6709\u8c03\u5ea6\u72b6\u6001\u3001\u4efb\u52a1\u65e5\u5fd7\u3001DAG\u89e3\u6790\u8bb0\u5f55\u5199\u5165\u5143\u5e93&#xff1b;\u7d22\u5f15\u3001\u6e05\u7406\u3001\u5206\u533a\u3001\u5907\u4efd\u662f\u8fd0\u7ef4\u91cd\u70b9&#xff0c;\u672c\u6b21\u5feb\u7167\u770b\u5230\u65b0\u589e\u7d22\u5f15\u4f18\u5316&#xff0c;\u53ea\u80fd\u8bf4\u660e\u793e\u533a\u5728\u6301\u7eed\u4f18\u5316&#xff0c;\u4e0d\u7b49\u4e8e\u4f60\u4e0d\u9700\u8981\u505a\u5143\u5e93\u6cbb\u7406\u3002<\/li>\n<li>Provider\u751f\u6001\u517c\u5bb9\u6027\u9ed1\u6d1e \u6309\u9700\u5f15\u5165Provider&#xff0c;\u4e0d\u8981\u4e00\u6b21\u6027\u5168\u91cf\u5b89\u88c5&#xff1b;\u4e0d\u540c\u4e91\u5382\u5546\u3001\u6570\u636e\u5e93Provider\u7684\u4f9d\u8d56\u5305\u6781\u6613\u51b2\u7a81\u3002<\/li>\n<li>\u5347\u7ea7\u8fc1\u79fb\u98ce\u9669 Airflow\u5927\u7248\u672c\u5347\u7ea7\u8fc1\u79fb\u6210\u672c\u9ad8&#xff0c;\u5143\u5e93\u53d8\u66f4\u811a\u672c\u5fc5\u987b\u5728\u6d4b\u8bd5\u73af\u5883\u5148\u884c\u6f14\u7ec3&#xff1b;\u4e0d\u8981\u76f4\u63a5\u5728\u751f\u4ea7\u5e93\u6267\u884c\u8fc1\u79fb\u3002<\/li>\n<li>\u8bb8\u53ef\u8bf4\u660e Apache-2.0\u8bb8\u53ef&#xff1b;\u4f9d\u8d56\u3001\u7b2c\u4e09\u65b9SDK\u3001\u4e91\u670d\u52a1SDK\u6709\u72ec\u7acb\u8bb8\u53ef\u6761\u6b3e&#xff0c;\u9700\u8981\u5355\u72ec\u5408\u89c4\u5ba1\u8ba1\u3002<\/li>\n<hr \/>\n<h3>\u4e94\u3001\u843d\u5730\u501f\u9274\u8def\u7ebf&#xff08;\u4e24\u79cd\u4f7f\u7528\u7b56\u7565&#xff09;<\/h3>\n<h4>\u8def\u7ebfA&#xff1a;\u76f4\u63a5\u843d\u5730&#xff0c;\u4f5c\u4e3a\u6570\u636e\u6d41\u6c34\u7ebf\u8c03\u5ea6\u5e73\u53f0<\/h4>\n<li>\u4f18\u5148\u9009\u62e9\u6258\u7ba1Airflow&#xff08;\u4e91\u5382\u5546\u6258\u7ba1&#xff09;\u6216\u8005K8s\u90e8\u7f72&#xff0c;\u964d\u4f4e\u57fa\u7840\u8fd0\u7ef4\u8d1f\u62c5&#xff1b;<\/li>\n<li>\u63a7\u5236Provider\u8303\u56f4&#xff0c;\u6309\u9700\u5f15\u5165&#xff0c;\u9501\u5b9a\u4f9d\u8d56\u7ea6\u675f\u7248\u672c&#xff1b;<\/li>\n<li>\u5143\u5e93\u5355\u72ec\u505a\u5907\u4efd\u3001\u6162\u67e5\u8be2\u76d1\u63a7\u3001\u5b9a\u671f\u6e05\u7406\u5386\u53f2\u4efb\u52a1\u8bb0\u5f55&#xff1b;<\/li>\n<li>DAG\u4ed3\u5e93\u5f3a\u5236Code Review&#xff0c;\u9650\u5236DAG\u6267\u884c\u8d26\u53f7\u6743\u9650&#xff1b;<\/li>\n<li>\u8fdc\u7a0b\u89e6\u53d1&#xff08;TS SDK \/ API&#xff09;\u589e\u52a0\u9274\u6743\u3001\u9650\u6d41\u3001\u8c03\u7528\u5ba1\u8ba1\u3002<\/li>\n<h4>\u8def\u7ebfB&#xff1a;\u67b6\u6784\u501f\u9274&#xff08;\u81ea\u7814\u5de5\u4f5c\u6d41\u5e73\u53f0&#xff09;<\/h4>\n<p>\u5982\u679c\u4f60\u81ea\u7814\u8c03\u5ea6\u5f15\u64ce&#xff0c;\u53ef\u4ee5\u5438\u6536Airflow\u8fd9\u4e9b\u6210\u719f\u8303\u5f0f&#xff1a;<\/p>\n<li>\u4ee3\u7801\u4f18\u5148DAG\u5b9a\u4e49&#xff0c;\u7248\u672c\u5316\u7ba1\u7406\u5de5\u4f5c\u6d41&#xff1b;<\/li>\n<li>\u5185\u6838\u4e0e\u5916\u90e8\u8fde\u63a5\u5668\u89e3\u8026&#xff0c;\u63d2\u4ef6\u5316Hook\/Operator\u6a21\u5f0f&#xff1b;<\/li>\n<li>\u72ec\u7acbSDK&#xff0c;\u652f\u6301\u5916\u90e8\u7cfb\u7edf\u8fdc\u7a0b\u89e6\u53d1\u5de5\u4f5c\u6d41&#xff1b;<\/li>\n<li>\u5143\u6570\u636e\u9a71\u52a8&#xff0c;\u6240\u6709\u4efb\u52a1\u72b6\u6001\u3001\u4f9d\u8d56\u3001\u65e5\u5fd7\u6301\u4e45\u5316\u53ef\u8ffd\u6eaf&#xff1b;<\/li>\n<p>\u540c\u65f6\u89c4\u907f\u5b83\u7684\u5386\u53f2\u5305\u88b1&#xff1a;DAG\u8f6e\u8be2\u89e3\u6790\u5f00\u9500\u3001\u540c\u6b65\u6a21\u578b\u5e26\u6765\u7684\u8c03\u5ea6\u5ef6\u8fdf\u3002<\/p>\n<hr 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