{"id":32253,"date":"2023-07-06T16:43:01","date_gmt":"2023-09-07T12:41:08","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9-aws-%e7%94%9f%e6%88%90%e7%9a%84-ai%e3%80%8ecodewhisperer%e3%80%8f%e6%9d%a5%e6%8f%90%e9%ab%98-cdk-%e6%b5%8b%e8%af%95%e7%9a%84%e6%95%88%e7%8e%87%e5%90%a7%ef%bc%81\/"},"modified":"2024-04-30T12:19:13","modified_gmt":"2024-04-30T04:19:13","slug":"%e8%ae%a9-aws-%e7%94%9f%e6%88%90%e7%9a%84-ai%e3%80%8ecodewhisperer%e3%80%8f%e6%9d%a5%e6%8f%90%e9%ab%98-cdk-%e6%b5%8b%e8%af%95%e7%9a%84%e6%95%88%e7%8e%87%e5%90%a7%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%ae%a9-aws-%e7%94%9f%e6%88%90%e7%9a%84-ai%e3%80%8ecodewhisperer%e3%80%8f%e6%9d%a5%e6%8f%90%e9%ab%98-cdk-%e6%b5%8b%e8%af%95%e7%9a%84%e6%95%88%e7%8e%87%e5%90%a7%ef%bc%81\/","title":{"rendered":"\u8ba9 AWS \u751f\u6210\u7684 AI\u300eCodeWhisperer\u300f\u6765\u63d0\u9ad8 CDK \u6d4b\u8bd5\u7684\u6548\u7387\u5427\uff01"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u5229\u7528Amazon CodeWhisperer\u8fd9\u79cd\u751f\u6210AI\u6765\u63d0\u9ad8AWS CDK\u7684\u65ad\u8a00\u6d4b\u8bd5\u6548\u7387\u3002<\/p>\n<p>\u4f7f\u7528AWS CDK\u8fdb\u884c\u65ad\u8a00\u6d4b\u8bd5\u65f6\uff0c\u53ef\u4ee5\u786e\u8ba4\u751f\u6210\u7684CFn\u6a21\u677f\u662f\u5426\u4e0e\u9884\u671f\u503c\u76f8\u7b26\u3002\u65ad\u8a00\u6d4b\u8bd5\u6709\u4ee5\u4e0b\u4f18\u70b9\u548c\u7f3a\u70b9\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30e1\u30ea\u30c3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>IaC \u306e\u5909\u66f4\u5bb9\u6613\u6027\u304c\u9ad8\u307e\u308b<br \/>\n\u30c6\u30b9\u30c8\u30b3\u30fc\u30c9\u304c\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306a\u308b<\/p>\n<p>\u30c7\u30e1\u30ea\u30c3\u30c8<\/p>\n<p>CloudFormation \u306b\u6163\u308c\u3066\u3044\u306a\u3044\u3068\u96e3\u3057\u3044<\/p>\n<p>\u30cd\u30b9\u30c8\u306e\u6df1\u3044\u30a2\u30b5\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u73cd\u3057\u304f\u306a\u304f\u3001\u958b\u767a\u901f\u5ea6\u306b\u5f71\u97ff\u3059\u308b<\/p>\n<p>\u901a\u8fc7\u4f7f\u7528CodeWhisperer\uff0c\u4f60\u53ef\u4ee5\u4ece\u8bb0\u5f55\u6d4b\u8bd5\u5185\u5bb9\u7684\u6587\u672c\u4e2d\u751f\u6210\u6d4b\u8bd5\u4ee3\u7801\u3002\u56e0\u6b64\uff0c\u964d\u4f4e\u4e86\u65ad\u8a00\u6d4b\u8bd5\u7684\u56f0\u96be\u5ea6\uff0c\u53ef\u4ee5\u63d0\u5347\u5f00\u53d1\u901f\u5ea6\u3002<\/p>\n<h1>Amazon CodeWhisperer \u662f\u4ec0\u4e48\u610f\u601d\uff1f<\/h1>\n<p>CodeWhisperer \u662f\u4e00\u79cd\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u7f16\u7801\u8f85\u52a9\u670d\u52a1\u7684\u670d\u52a1\u3002<\/p>\n<blockquote><p>CodeWhisperer\u7ecf\u8fc7\u6570\u5341\u4ebf\u884c\u4ee3\u7801\u7684\u8bad\u7ec3\uff0c\u53ef\u4ee5\u6839\u636e\u8bc4\u8bba\u548c\u73b0\u6709\u4ee3\u7801\uff0c\u5728\u5b9e\u65f6\u751f\u6210\u5404\u79cd\u4ee3\u7801\u5efa\u8bae\uff0c\u4ece\u4ee3\u7801\u7247\u6bb5\u5230\u5b8c\u6574\u51fd\u6570\u3002\u5b83\u53ef\u4ee5\u907f\u514d\u8017\u65f6\u7684\u7f16\u7801\u4efb\u52a1\uff0c\u52a0\u5feb\u5728\u4e0d\u719f\u6089\u7684API\u4e0a\u6784\u5efa\u7684\u901f\u5ea6\u3002<\/p><\/blockquote>\n<p>\u5f15\u7528\uff1a\u4e9a\u9a6c\u900aCodeWhisperer\u6765\u6e90<\/p>\n<p>\u5728\u4e8e2023\u5e744\u670813\u65e5\u521a\u521a\u63a8\u51fa\u7684\u670d\u52a1\u4e2d\uff0c\u6211\u4eec\u9010\u6e10\u611f\u53d7\u5230\u6d3b\u7528\u6848\u4f8b\u7684\u589e\u52a0\u3002\u5173\u4e8eCodeWhisperer\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u8003\u6587\u732e\u4e2d\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u6b64\u5904\u6211\u4eec\u4e0d\u518d\u8d58\u8ff0\u3002<\/p>\n<h1>\u4f7f\u7528Cloud9\u4e2d\u7684CodeWhisperer<\/h1>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u4e0eCodeWhisperer\u96c6\u6210\u7684Cloud9\u6765\u7f16\u5199\u6d4b\u8bd5\u4ee3\u7801\u3002\u56e0\u6b64\uff0c\u63a5\u4e0b\u6765\u6211\u5c06\u7b80\u8981\u4ecb\u7ecd\u5728Cloud9\u4e2d\u7684\u8bbe\u7f6e\u65b9\u6cd5\u3002<\/p>\n<h2>\u73af\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">CDK : v2.85.0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">jest : v29.6.0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">OS : Amazon Linux 2<\/ul>\n<h2>\u51c6\u5907Cloud9\u30fbCDK\u9879\u76ee\u3002<\/h2>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4ee5\u7ba1\u7406\u5458\u8eab\u4efd\u542f\u52a8\u4e0eAdministratorAccess\u6743\u9650\u76f8\u5bf9\u5e94\u7684Cloud9\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u51c6\u5907CDK\u73af\u5883\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7mkdir cdk-sample &amp;&amp; cd cdk-sample &amp;&amp; cdk init &#8211;language typescript\u6765\u6784\u5efa\u73af\u5883\u30022<\/ol>\n<h2>CodeWhisperer \u7684\u914d\u7f6e<\/h2>\n<p>\u8d77\u52d5Cloud9\u540e\uff0c\u60a8\u53ef\u4ee5\u7acb\u5373\u4eceCodeWhisperer\u90a3\u91cc\u6536\u5230\u63d0\u6848\u3002\u5982\u679c\u60a8\u60f3\u5728\u4efb\u610f\u65f6\u95f4\u63a5\u6536CodeWhisperer\u7684\u63d0\u6848\uff0c\u53ef\u4ee5\u6267\u884cAlt + C\u3002<\/p>\n<p>\u5982\u679c\u60a8\u65e0\u6cd5\u770b\u5230\u5efa\u8bae\uff0c\u8bf7\u68c0\u67e5AWS Toolkit\u7684\u8bbe\u7f6e\u3002\u5982\u679c\u8bbe\u7f6e\u5982\u4e0b\u6240\u793a\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528CodeWhisperer\u30023<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/19-0.png\" alt=\"codewhisperer-enable.png\" \/><\/div>\n<p>\u5982\u679c\u663e\u793a\u5982\u4e0b\u5185\u5bb9\uff0c\u8bf7\u70b9\u51fb\u201c\u7b80\u5386\u81ea\u52a8\u5efa\u8bae\u201d\uff0cCodeWhisperer \u5c06\u88ab\u542f\u7528\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/21-0.png\" alt=\"codewhisperer-disable.png\" \/><\/div>\n<p>\u53ef\u4ee5\u901a\u8fc7&#8221;Preferences&#8221;\u6765\u66f4\u6539\u4e0eCodeWhisperer\u76f8\u5173\u7684\u8be6\u7ec6\u8bbe\u7f6e\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/23-0.png\" alt=\"cloud9-preferences.png\" \/><\/div>\n<h1>\u4f7f\u7528CodeWhisperer\u5c1d\u8bd5\u6d4b\u8bd5\u9a71\u52a8\u5f00\u53d1\u3002<\/h1>\n<p>\u6211\u5011\u5728\u9019\u88e1\u5229\u7528CodeWhisperer\u9032\u884c\u7de8\u78bc\uff0c\u5148\u7de8\u5beb\u6e2c\u8a66\u4ee3\u78bc\uff0c\u518d\u7de8\u5beb\u7522\u54c1\u4ee3\u78bc\u3002\u4ee5\u4e0b\u662f\u8655\u7406Lambda\u51fd\u6578\u7684\u4e09\u500b\u6e2c\u8a66\u6848\u4f8b\u3002<\/p>\n<h2>\u53ea\u9700\u4e00\u4e2a\u9009\u9879\uff0c\u7528\u4e2d\u6587\u5bf9\u4ee5\u4e0b\u5185\u5bb9\u8fdb\u884c\u8868\u8ff0\uff1a<br \/>\n\u2460 \u68c0\u67e5Lambda\u51fd\u6570\u7684\u6570\u91cf<\/h2>\n<p>\u6d4b\u8bd5\u4ee3\u7801<\/p>\n<p>\u8bf7\u4ee5Lambda\u51fd\u6570\u6570\u76ee\u4e3a1\u7684\u6d4b\u8bd5\u7528\u4f8b\u4e3a\u4f8b\uff0c\u4eceCodeWhisperer\u5904\u83b7\u53d6\u5efa\u8bae\u3002\u53ea\u9700\u5c06\u5149\u6807\u653e\u5728\u6d4b\u8bd5\u7528\u4f8b\u540d\u79f0\u4e0a\uff0cCodeWhisperer\u5c06\u4f1a\u7ed9\u51fa\u5efa\u8bae\u3002\u5173\u4e8e\u5efa\u8bae\u663e\u793a\u7684\u5177\u4f53\u65f6\u673a\uff0c\u53ef\u4ee5\u53c2\u8003\u4ee5\u4e0b\u793a\u4f8b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/29-0.png\" alt=\"lambda-count.png\" \/><\/div>\n<p>\u6309\u4e0b&#8221;Enter&#8221;\u952e\u63a5\u53d7CodeWhisperer\u7684\u5efa\u8bae\u3002\u751f\u6210\u7684\u5b9e\u9645\u4ee3\u7801\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">cdk<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">aws-cdk-lib<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Template<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">aws-cdk-lib\/assertions<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">CdkSample<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">..\/lib\/cdk-sample-stack<\/span><span class=\"dl\">'<\/span><span class=\"p\">;<\/span>\r\n\r\n<span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">Lambda\u95a2\u6570\u306e\u6570\u304c1\u3067\u3042\u308b<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">app<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nc\">App<\/span><span class=\"p\">();<\/span>\r\n  <span class=\"c1\">\/\/ WHEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">stack<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">CdkSample<\/span><span class=\"p\">.<\/span><span class=\"nc\">CdkSampleStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">app<\/span><span class=\"p\">,<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">MyTestStack<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"c1\">\/\/ THEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">template<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">Template<\/span><span class=\"p\">.<\/span><span class=\"nf\">fromStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">stack<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"nx\">template<\/span><span class=\"p\">.<\/span><span class=\"nf\">resourceCountIs<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">AWS::Lambda::Function<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"mi\">1<\/span><span class=\"p\">);<\/span>\r\n<span class=\"p\">});<\/span> <span class=\"c1\">\/\/ \u672b\u5c3e\u306e\u300c);\u300d\u306e\u307fCodeWhisperer\u306e\u624b\u52d5\u5b9f\u884c\u3067\u8ffd\u52a0<\/span>\r\n<\/code><\/pre>\n<p>\u5f88\u53ef\u60dc\uff0c\u5728\u672b\u5c3e\u6ca1\u6709\u5199\u4e0a&#8221;);&#8221;\uff0c\u6240\u4ee5\u6211\u901a\u8fc7Alt + C\u624b\u52a8\u8fd0\u884c\u4e86CodeWhisperer\uff0c\u6210\u529f\u5730\u52a0\u5165\u4e86\u3002\u4e0d\u8fc7\uff0c\u8fd9\u51e0\u4e4e\u662f\u5b8c\u7f8e\u7684\u6d4b\u8bd5\u4ee3\u7801\u3002\u592a\u68d2\u4e86\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u65f6\u5019\u8fd0\u884cnpm test\uff0c\u7531\u4e8e\u6ca1\u6709\u4ea7\u54c1\u4ee3\u7801\uff0c\u5f53\u7136\u4f1a\u5931\u8d25\u3002<\/p>\n<p>\u4ea7\u54c1\u4ee3\u7801<\/p>\n<p>\u7136\u540e\u6211\u5c06\u5c1d\u8bd5\u7f16\u5199\u4ea7\u54c1\u4ee3\u7801\u3002\u540c\u6837\uff0c\u6211\u5c06\u6839\u636e CodeWhisperer \u7684\u5efa\u8bae\u6765\u7f16\u5199\uff0c\u57fa\u4e8e\u4ee5\u4e0b\u7684\u72b6\u6001\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/36-0.png\" alt=\"lambda-function.png\" \/><\/div>\n<p>\u5b9e\u65bd\u4e86\u8be5\u63d0\u6848\u540e\uff0c\u7ed3\u679c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">cdk<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Construct<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">constructs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">lambda<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">nodejs<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda-nodejs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n\r\n<span class=\"k\">export<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">CdkSampleStack<\/span> <span class=\"kd\">extends<\/span> <span class=\"nc\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">Stack<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nf\">constructor<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">:<\/span> <span class=\"nx\">Construct<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">?:<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">StackProps<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"k\">super<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">);<\/span>\r\n\r\n    <span class=\"kd\">const<\/span> <span class=\"nx\">nodeJsFunction<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">nodejs<\/span><span class=\"p\">.<\/span><span class=\"nc\">NodejsFunction<\/span><span class=\"p\">(<\/span><span class=\"k\">this<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">NodeJsFunction<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">entry<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">src\/lambda\/index.ts<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">handler<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">handler<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"p\">});<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u72b6\u6001\u4e0b\u8fd0\u884c\u6d4b\u8bd5\u65f6\uff0c\u4f1a\u51fa\u73b0\u201c\u627e\u4e0d\u5230\u4f4d\u4e8esrc\/lambda\/index.ts\u7684\u5165\u53e3\u6587\u4ef6\u201d\u7684\u9519\u8bef\u3002\u7531\u4e8eLambda\u51fd\u6570\u7684\u6e90\u4ee3\u7801\u6587\u4ef6\u4e0d\u5b58\u5728\uff0c\u56e0\u6b64\u5bfc\u81f4\u4e86\u6b64\u9519\u8bef\u3002\u5982\u679c\u80fd\u591f\u901a\u8fc7\u6587\u672c\u63d0\u793a\u6765\u6267\u884c\u6587\u4ef6\u751f\u6210\u5c31\u66f4\u597d\u4e86\uff0c\u4f46\u5728\u64b0\u5199\u65f6\u4f3c\u4e4e\u6ca1\u6709\u8fd9\u4e2a\u529f\u80fd\uff0c\u6240\u4ee5\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6dfb\u52a0\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">mkdir<\/span> <span class=\"nt\">-p<\/span> src\/lambda <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">touch <\/span>src\/lambda\/index.ts\r\n<\/code><\/pre>\n<p>\u8fd0\u884c npm test \u540e\uff0c\u6d4b\u8bd5\u5df2\u901a\u8fc7\u4e14\u7ed3\u679c\u4e3a pass\u30025<\/p>\n<pre class=\"post-pre\"><code> PASS  <span class=\"nb\">test<\/span>\/cdk-sample.test.ts\r\n  \u2713 Lambda\u95a2\u6570\u306e\u6570\u304c1\u3067\u3042\u308b <span class=\"o\">(<\/span>512 ms<span class=\"o\">)<\/span>\r\n\r\nTest Suites: 1 passed, 1 total\r\nTests:       1 passed, 1 total\r\nSnapshots:   0 total\r\nTime:        1.482 s, estimated 2 s\r\nRan all <span class=\"nb\">test <\/span>suites.\r\n<\/code><\/pre>\n<h2>\u786e\u8ba4Lambda\u51fd\u6570\u7684\u8fd0\u884c\u65f6\u73af\u5883<\/h2>\n<p>\u6d4b\u8bd5\u4ee3\u7801<\/p>\n<p>\u56e0\u4e3a\u521a\u624d\u662f\u786e\u8ba4\u8d44\u6e90\u6570\u91cf\uff0c\u6240\u4ee5\u73b0\u5728\u5c1d\u8bd5\u68c0\u67e5Lambda\u51fd\u6570\u7684\u5c5e\u6027\u3002<br \/>\n\u4e3a\u4e86\u786e\u8ba4Lambda\u51fd\u6570\u7684\u8fd0\u884c\u73af\u5883\u662fNode.js 16\u7cfb\u5217\uff0c\u9996\u5148\u8f93\u5165\u6d4b\u8bd5\u6848\u4f8b\u540d\u79f0\u3002\u8bf7\u53c2\u9605\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/46-0.png\" alt=\"test.png\" \/><\/div>\n<p>\u6b63\u5982\u4e0a\u9762\u6240\u8ff0\uff0c\u5728\u6d4b\u8bd5\u7528\u4f8b\u8f93\u5165\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u8fd8\u4f1a\u4e3a\u6211\u4eec\u63d0\u4f9b\u5efa\u8bae\u3002\u800c\u4e14\u5b83\u80fd\u591f\u9009\u62e9\u4f7f\u7528\u7684\u4e0d\u662f\u5df2\u8fc7\u671f\u7684 Node.js14 \u7cfb\u5217\uff0c\u800c\u662f\u667a\u80fd\u5730\u9009\u62e9\u4f7f\u752816\u7cfb\u5217\u8fdb\u884c\u6d4b\u8bd5\u3002\u8fd9\u4e00\u70b9\u8ba9\u4eba\u611f\u89c9\u771f\u662f\u50cf\u662f\u7531 AI \u751f\u6210\u7684\u3002<\/p>\n<p>\u6839\u636eCodeWhisperer\u7684\u5efa\u8bae\u7ee7\u7eed\u751f\u6210\u6d4b\u8bd5\u4ee3\u7801\uff0c\u7ed3\u679c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">Lambda\u95a2\u6570\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304cNode.js16.x\u3067\u3042\u308b<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">app<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nc\">App<\/span><span class=\"p\">();<\/span>\r\n  <span class=\"c1\">\/\/ WHEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">stack<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">CdkSample<\/span><span class=\"p\">.<\/span><span class=\"nc\">CdkSampleStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">app<\/span><span class=\"p\">,<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">MyTestStack<\/span><span class=\"dl\">'<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"c1\">\/\/ THEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">template<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">Template<\/span><span class=\"p\">.<\/span><span class=\"nf\">fromStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">stack<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"nx\">template<\/span><span class=\"p\">.<\/span><span class=\"nf\">hasResourceProperties<\/span><span class=\"p\">(<\/span><span class=\"dl\">'<\/span><span class=\"s1\">AWS::Lambda::Function<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">Runtime<\/span><span class=\"p\">:<\/span> <span class=\"dl\">'<\/span><span class=\"s1\">nodejs16.x<\/span><span class=\"dl\">'<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"p\">});<\/span>\r\n<span class=\"p\">});<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u662f\u5b8c\u7f8e\u7684\u6d4b\u8bd5\u4ee3\u7801\u3002\u5728\u65ad\u8a00\u6d4b\u8bd5\u4e2d\u9700\u8981\u4e86\u89e3 CloudFormation\uff0c\u4f46\u901a\u8fc7\u4f7f\u7528 CodeWhisperer\uff0c\u8d1f\u62c5\u4f3c\u4e4e\u4f1a\u5927\u5927\u51cf\u8f7b\uff01<\/p>\n<p>\u4ea7\u54c1\u4ee3\u7801 \u0261 m\u01ce)<\/p>\n<p>\u7136\u540e\u5c06\u5176\u6dfb\u52a0\u5230\u4ea7\u54c1\u4ee3\u7801\u4e2d\u3002\u53ea\u9700\u5bf9\u539f\u59cb\u6e90\u4ee3\u7801\u8fdb\u884c\u6362\u884c\uff0c\u5b83\u4fbf\u7ed9\u51fa\u4e86\u8fd0\u884c\u65f6\u7684\u5efa\u8bae\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/53-0.png\" alt=\"lambda-runtime.png\" \/><\/div>\n<p>\u63a5\u53d7 CodeWhisperer \u7684\u5efa\u8bae\u7684\u7ed3\u679c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">cdk<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Construct<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">constructs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">lambda<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">nodejs<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda-nodejs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n\r\n<span class=\"k\">export<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">CdkSampleStack<\/span> <span class=\"kd\">extends<\/span> <span class=\"nc\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">Stack<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nf\">constructor<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">:<\/span> <span class=\"nx\">Construct<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">?:<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">StackProps<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"k\">super<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">);<\/span>\r\n\r\n    <span class=\"kd\">const<\/span> <span class=\"nx\">nodeJsFunction<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">nodejs<\/span><span class=\"p\">.<\/span><span class=\"nc\">NodejsFunction<\/span><span class=\"p\">(<\/span><span class=\"k\">this<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">NodeJsFunction<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">entry<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">src\/lambda\/index.ts<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">handler<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">handler<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n<span class=\"hil\"><span class=\"o\">+ <\/span>    <span class=\"na\">runtime<\/span><span class=\"p\">:<\/span> <span class=\"nx\">lambda<\/span><span class=\"p\">.<\/span><span class=\"nx\">Runtime<\/span><span class=\"p\">.<\/span><span class=\"nx\">NODEJS_16_X<\/span><span class=\"p\">,<\/span>\r\n<\/span>    <span class=\"p\">});<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5c3d\u7ba1\u6ca1\u6709\u660e\u786e\u6307\u5b9a Node.js 16 \u7cfb\u5217\uff0c\u4f46\u6d4b\u8bd5\u4ee3\u7801\u5185\u5bb9\u4ecd\u7136\u76f8\u7b26\u3002\u6267\u884c npm test \u540e\uff0c\u6d4b\u8bd5\u987a\u5229\u901a\u8fc7\u4e86\u3002\u592a\u68d2\u4e86\uff01<\/p>\n<pre class=\"post-pre\"><code> PASS  <span class=\"nb\">test<\/span>\/cdk-sample.test.ts\r\n  \u2713 Lambda\u95a2\u6570\u306e\u6570\u304c1\u3067\u3042\u308b <span class=\"o\">(<\/span>530 ms<span class=\"o\">)<\/span>\r\n  \u2713 Lambda\u95a2\u6570\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304cNode.js16.x\u3067\u3042\u308b <span class=\"o\">(<\/span>439 ms<span class=\"o\">)<\/span>\r\n\r\nTest Suites: 1 passed, 1 total\r\nTests:       2 passed, 2 total\r\nSnapshots:   0 total\r\nTime:        1.842 s, estimated 2 s\r\nRan all <span class=\"nb\">test <\/span>suites.\r\n<\/code><\/pre>\n<div>\u6211\u5bf9CodeWhisperer\u5728\u63d0\u51fa\u5efa\u8bae\u65f6\u662f\u5426\u8003\u8651\u4e86\u6d4b\u8bd5\u4ee3\u7801\u5f88\u611f\u5174\u8da3\uff0c\u4f46\u770b\u6765\u8fd9\u53ea\u662f\u5de7\u5408\u3002\u6211\u8bd5\u7740\u5c06\u6d4b\u8bd5\u4ee3\u7801\u66f4\u6539\u4e3aNode.js 18\u7248\u672c\uff0c\u4f46CodeWhisperer\u7684\u5efa\u8bae\u4ecd\u7136\u662f\u4fdd\u6301\u5728Node.js 16\u7248\u672c\u3002\u8fd9\u4e00\u70b9\u4f3c\u4e4e\u4e5f\u662f\u4ed6\u4eec\u5c06\u6765\u53ef\u80fd\u4f1a\u89e3\u51b3\u7684\u95ee\u9898&#8230;\uff01<\/div>\n<h2>\u786e\u4fdd Lambda \u51fd\u6570\u5728\u79c1\u6709\u5b50\u7f51\u4e2d\u542f\u52a8\u3002<\/h2>\n<p>\u6d4b\u8bd5\u4ee3\u7801<\/p>\n<p>\u6211\u4f1a\u8fdb\u884c\u4e00\u4e2a\u7a0d\u5fae\u590d\u6742\u7684\u6d4b\u8bd5\u6848\u4f8b\uff0c\u6765\u786e\u8ba4 Lambda \u51fd\u6570\u80fd\u5728\u4e24\u4e2a\u79c1\u6709\u5b50\u7f51\u4e2d\u542f\u52a8\u3002\u5f53\u6211\u8f93\u5165\u6d4b\u8bd5\u6848\u4f8b\u540d\u79f0\u65f6\uff0cCodeWhisperer \u7ed9\u51fa\u4e86\u4e30\u5bcc\u7684\u5efa\u8bae\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d10b337434c4406bf1abd\/62-0.png\" alt=\"lambda-vpc.png\" \/><\/div>\n<p>\u63a5\u53d7\u4e86\u63d0\u6848\u7684\u7d50\u679c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Lambda\u95a2\u6570\u304c2\u3064\u306ePrivate Subnet\u3067\u8d77\u52d5\u3055\u308c\u308b<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">app<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nc\">App<\/span><span class=\"p\">();<\/span>\r\n  <span class=\"c1\">\/\/ WHEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">stack<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">CdkSample<\/span><span class=\"p\">.<\/span><span class=\"nc\">CdkSampleStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">app<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">MyTestStack<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"c1\">\/\/ THEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">template<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">Template<\/span><span class=\"p\">.<\/span><span class=\"nf\">fromStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">stack<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"nx\">template<\/span><span class=\"p\">.<\/span><span class=\"nf\">hasResourceProperties<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">AWS::Lambda::Function<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">VpcConfig<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">SubnetIds<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">PrivateSubnet1<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n          <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">PrivateSubnet2<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"p\">},<\/span>\r\n      <span class=\"p\">],<\/span>\r\n    <span class=\"p\">},<\/span>\r\n  <span class=\"p\">});<\/span>\r\n<span class=\"p\">});<\/span>\r\n<\/code><\/pre>\n<p>\u867d\u7136\u90e8\u5206Ref\u7684\u503c\u662f\u865a\u62df\u503c\uff0c\u4f46\u8fd9\u662f\u51e0\u4e4e\u5b8c\u7f8e\u7684\u6d4b\u8bd5\u4ee3\u7801\u3002\u968f\u7740\u5d4c\u5957\u7684\u52a0\u6df1\uff0c\u6d4b\u8bd5\u4ee3\u7801\u7684\u8ba4\u77e5\u8d1f\u62c5\u589e\u52a0\uff0c\u6240\u4ee5\u8fd9\u4e2a\u5efa\u8bae\u771f\u7684\u592a\u4ee4\u4eba\u9ad8\u5174\u4e86\uff01<\/p>\n<p>\u4ea7\u54c1\u4ee3\u7801<\/p>\n<p>\u7136\u540e\u5c06\u5176\u6dfb\u52a0\u5230\u4ea7\u54c1\u4ee3\u7801\u4e2d\u3002\u5728\u4ea7\u54c1\u4ee3\u7801\u4e2d\uff0c\u9700\u8981\u6dfb\u52a0VPC\uff0c\u4ee5\u53ca\u5c06Lambda\u51fd\u6570\u4e0eVPC\u5173\u8054\u8d77\u6765\u3002<br \/>\n\u5728\u5b9e\u65bd\u65f6\uff0c\u6211\u4eec\u91c7\u7eb3\u4e86CodeWhisperer\u7684\u5efa\u8bae\uff0c\u5e76\u505a\u51fa\u4e86\u4ee5\u4e0b\u66f4\u6539\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">cdk<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"p\">{<\/span> <span class=\"nx\">Construct<\/span> <span class=\"p\">}<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">constructs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">lambda<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">nodejs<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-lambda-nodejs<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<span class=\"hil\"><span class=\"o\">+<\/span><span class=\"k\">import<\/span> <span class=\"o\">*<\/span> <span class=\"k\">as<\/span> <span class=\"nx\">ec2<\/span> <span class=\"k\">from<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">aws-cdk-lib\/aws-ec2<\/span><span class=\"dl\">\"<\/span><span class=\"p\">;<\/span>\r\n<\/span>\r\n<span class=\"k\">export<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">CdkSampleStack<\/span> <span class=\"kd\">extends<\/span> <span class=\"nc\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">Stack<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nf\">constructor<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">:<\/span> <span class=\"nx\">Construct<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">:<\/span> <span class=\"kr\">string<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">?:<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nx\">StackProps<\/span><span class=\"p\">)<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"k\">super<\/span><span class=\"p\">(<\/span><span class=\"nx\">scope<\/span><span class=\"p\">,<\/span> <span class=\"nx\">id<\/span><span class=\"p\">,<\/span> <span class=\"nx\">props<\/span><span class=\"p\">);<\/span>\r\n\r\n<span class=\"hil\"><span class=\"o\">+ <\/span>  <span class=\"kd\">const<\/span> <span class=\"nx\">vpc<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">ec2<\/span><span class=\"p\">.<\/span><span class=\"nc\">Vpc<\/span><span class=\"p\">(<\/span><span class=\"k\">this<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">VPC<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\r\n<\/span>\r\n    <span class=\"kd\">const<\/span> <span class=\"nx\">nodeJsFunction<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">nodejs<\/span><span class=\"p\">.<\/span><span class=\"nc\">NodejsFunction<\/span><span class=\"p\">(<\/span><span class=\"k\">this<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">NodeJsFunction<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">entry<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">src\/lambda\/index.ts<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">handler<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">handler<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"na\">runtime<\/span><span class=\"p\">:<\/span> <span class=\"nx\">lambda<\/span><span class=\"p\">.<\/span><span class=\"nx\">Runtime<\/span><span class=\"p\">.<\/span><span class=\"nx\">NODEJS_16_X<\/span><span class=\"p\">,<\/span>\r\n<span class=\"hil\"><span class=\"o\">+ <\/span>    <span class=\"na\">vpc<\/span><span class=\"p\">:<\/span> <span class=\"nx\">vpc<\/span><span class=\"p\">,<\/span>\r\n<\/span>    <span class=\"p\">});<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u79cd\u72b6\u6001\u4e0b\u6267\u884c\u6d4b\u8bd5\u4f1a\u5bfc\u81f4\u4ee5\u4e0b\u9519\u8bef\u3002<\/p>\n<pre class=\"post-pre\"><code> FAIL  <span class=\"nb\">test<\/span>\/cdk-sample.test.ts\r\n  \u2713 Lambda\u95a2\u6570\u306e\u6570\u304c1\u3067\u3042\u308b <span class=\"o\">(<\/span>570 ms<span class=\"o\">)<\/span>\r\n  \u2713 Lambda\u95a2\u6570\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304cNode.js16.x\u3067\u3042\u308b <span class=\"o\">(<\/span>506 ms<span class=\"o\">)<\/span>\r\n  \u2715 Lambda\u95a2\u6570\u304c2\u3064\u306ePrivate Subnet\u3067\u8d77\u52d5\u3055\u308c\u308b <span class=\"o\">(<\/span>504 ms<span class=\"o\">)<\/span>\r\n\r\n  \u25cf Lambda\u95a2\u6570\u304c2\u3064\u306ePrivate Subnet\u3067\u8d77\u52d5\u3055\u308c\u308b\r\n\r\n    Template has 1 resources with <span class=\"nb\">type <\/span>AWS::Lambda::Function, but none match as expected.\r\n    The 1 closest matches:\r\n    NodeJsFunction6DD2A8DD :: <span class=\"o\">{<\/span>\r\n      <span class=\"s2\">\"DependsOn\"<\/span>: <span class=\"o\">[<\/span> ... <span class=\"o\">]<\/span>,\r\n      <span class=\"s2\">\"Properties\"<\/span>: <span class=\"o\">{<\/span>\r\n        <span class=\"s2\">\"Code\"<\/span>: <span class=\"o\">{<\/span> ... <span class=\"o\">}<\/span>,\r\n        <span class=\"s2\">\"Environment\"<\/span>: <span class=\"o\">{<\/span> <span class=\"s2\">\"Variables\"<\/span>: <span class=\"o\">{<\/span> <span class=\"s2\">\"AWS_NODEJS_CONNECTION_REUSE_ENABLED\"<\/span>: <span class=\"s2\">\"1\"<\/span> <span class=\"o\">}<\/span> <span class=\"o\">}<\/span>,\r\n        <span class=\"s2\">\"Handler\"<\/span>: <span class=\"s2\">\"index.handler\"<\/span>,\r\n        <span class=\"s2\">\"Role\"<\/span>: <span class=\"o\">{<\/span> <span class=\"s2\">\"Fn::GetAtt\"<\/span>: <span class=\"o\">[<\/span> <span class=\"s2\">\"NodeJsFunctionServiceRole9AE046B6\"<\/span>, <span class=\"s2\">\"Arn\"<\/span> <span class=\"o\">]<\/span> <span class=\"o\">}<\/span>,\r\n        <span class=\"s2\">\"Runtime\"<\/span>: <span class=\"s2\">\"nodejs16.x\"<\/span>,\r\n        <span class=\"s2\">\"VpcConfig\"<\/span>: <span class=\"o\">{<\/span>\r\n          <span class=\"s2\">\"SecurityGroupIds\"<\/span>: <span class=\"o\">[<\/span> <span class=\"o\">{<\/span> <span class=\"s2\">\"Fn::GetAtt\"<\/span>: <span class=\"o\">[<\/span> <span class=\"s2\">\"NodeJsFunctionSecurityGroup0B3E41AF\"<\/span>, <span class=\"s2\">\"GroupId\"<\/span> <span class=\"o\">]<\/span> <span class=\"o\">}<\/span> <span class=\"o\">]<\/span>,\r\n          <span class=\"s2\">\"SubnetIds\"<\/span>: <span class=\"o\">[<\/span>\r\n            <span class=\"o\">{<\/span>\r\n    <span class=\"o\">!!<\/span>         Expected PrivateSubnet1 but received VPCPrivateSubnet1Subnet8BCA10E0\r\n              <span class=\"s2\">\"Ref\"<\/span>: <span class=\"s2\">\"VPCPrivateSubnet1Subnet8BCA10E0\"<\/span>\r\n            <span class=\"o\">}<\/span>,\r\n            <span class=\"o\">{<\/span>\r\n    <span class=\"o\">!!<\/span>         Expected PrivateSubnet2 but received VPCPrivateSubnet2SubnetCFCDAA7A\r\n              <span class=\"s2\">\"Ref\"<\/span>: <span class=\"s2\">\"VPCPrivateSubnet2SubnetCFCDAA7A\"<\/span>\r\n            <span class=\"o\">}<\/span>\r\n          <span class=\"o\">]<\/span>\r\n        <span class=\"o\">}<\/span>\r\n      <span class=\"o\">}<\/span>,\r\n      <span class=\"s2\">\"Type\"<\/span>: <span class=\"s2\">\"AWS::Lambda::Function\"<\/span>\r\n    <span class=\"o\">}<\/span>\r\n\r\n      42 |   <span class=\"o\">})<\/span><span class=\"p\">;<\/span>\r\n      43 | <span class=\"o\">})<\/span><span class=\"p\">;<\/span>\r\n    <span class=\"o\">&gt;<\/span> 44 |\r\n         | ^\r\n\r\n      at Template.hasResourceProperties <span class=\"o\">(<\/span>node_modules\/aws-cdk-lib\/assertions\/lib\/template.js:1:2556<span class=\"o\">)<\/span>\r\n      at Object.&lt;anonymous&gt; <span class=\"o\">(<\/span><span class=\"nb\">test<\/span>\/cdk-sample.test.ts:44:12<span class=\"o\">)<\/span>\r\n\r\nTest Suites: 1 failed, 1 total\r\nTests:       1 failed, 2 passed, 3 total\r\nSnapshots:   0 total\r\nTime:        2.536 s, estimated 3 s\r\nRan all <span class=\"nb\">test <\/span>suites.\r\n<\/code><\/pre>\n<div>\u7531\u4e8e\u5728\u201c!! \u7684\u9884\u671fXX\u4f46\u6536\u5230XX\u201d\u90e8\u5206\u53cb\u597d\u5730\u663e\u793a\u4e86\u5dee\u5f02\uff0c\u56e0\u6b64\u6211\u5c06\u91cd\u5199\u6d4b\u8bd5\u4ee3\u7801\u3002<\/div>\n<p>\u6d4b\u8bd5\u4ee3\u7801 (C\u00e8 sh\u00ec m\u01ce)<\/p>\n<p>\u6839\u636e\u6d4b\u8bd5\u6267\u884c\u7ed3\u679c\uff0c\u5c06\u6d4b\u8bd5\u4ee3\u7801\u8fdb\u884c\u4fee\u6539\u3002\u53ef\u4ee5\u4f7f\u7528Match.stringLikeRegexp\u6765\u8fdb\u884c\u90e8\u5206\u5339\u914d\uff0c\u4f46\u5728\u8fd9\u91cc\u6211\u4eec\u7b80\u5355\u5730\u5c06\u6d4b\u8bd5\u6267\u884c\u7ed3\u679c\u4e2d\u7684received\u503c\u590d\u5236\u5e76\u7c98\u8d34\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nf\">test<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">Lambda\u95a2\u6570\u304c2\u3064\u306ePrivate Subnet\u3067\u8d77\u52d5\u3055\u308c\u308b<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">()<\/span> <span class=\"o\">=&gt;<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">app<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">cdk<\/span><span class=\"p\">.<\/span><span class=\"nc\">App<\/span><span class=\"p\">();<\/span>\r\n  <span class=\"c1\">\/\/ WHEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">stack<\/span> <span class=\"o\">=<\/span> <span class=\"k\">new<\/span> <span class=\"nx\">CdkSample<\/span><span class=\"p\">.<\/span><span class=\"nc\">CdkSampleStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">app<\/span><span class=\"p\">,<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">MyTestStack<\/span><span class=\"dl\">\"<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"c1\">\/\/ THEN<\/span>\r\n  <span class=\"kd\">const<\/span> <span class=\"nx\">template<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">Template<\/span><span class=\"p\">.<\/span><span class=\"nf\">fromStack<\/span><span class=\"p\">(<\/span><span class=\"nx\">stack<\/span><span class=\"p\">);<\/span>\r\n  <span class=\"nx\">template<\/span><span class=\"p\">.<\/span><span class=\"nf\">hasResourceProperties<\/span><span class=\"p\">(<\/span><span class=\"dl\">\"<\/span><span class=\"s2\">AWS::Lambda::Function<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"na\">VpcConfig<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"na\">SubnetIds<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n        <span class=\"p\">{<\/span>\r\n<span class=\"hdl\"><span class=\"o\">- <\/span>        <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">PrivateSubnet1<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n<\/span><span class=\"hil\"><span class=\"o\">+ <\/span>        <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">VPCPrivateSubnet1Subnet8BCA10E0<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n<\/span>        <span class=\"p\">},<\/span>\r\n        <span class=\"p\">{<\/span>\r\n<span class=\"hdl\"><span class=\"o\">- <\/span>        <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">PrivateSubnet2<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n<\/span><span class=\"hil\"><span class=\"o\">+ <\/span>        <span class=\"na\">Ref<\/span><span class=\"p\">:<\/span> <span class=\"dl\">\"<\/span><span class=\"s2\">VPCPrivateSubnet2SubnetCFCDAA7A<\/span><span class=\"dl\">\"<\/span><span class=\"p\">,<\/span>\r\n<\/span>        <span class=\"p\">},<\/span>\r\n      <span class=\"p\">],<\/span>\r\n    <span class=\"p\">},<\/span>\r\n  <span class=\"p\">});<\/span>\r\n<span class=\"p\">});<\/span>\r\n<\/code><\/pre>\n<p>\u518d\u6b21\u8fd0\u884cnpm test\u540e\uff0c\u6d4b\u8bd5\u6210\u529f\u901a\u8fc7\u3002<\/p>\n<pre class=\"post-pre\"><code> PASS  <span class=\"nb\">test<\/span>\/cdk-sample.test.ts\r\n  \u2713 Lambda\u95a2\u6570\u306e\u6570\u304c1\u3067\u3042\u308b <span class=\"o\">(<\/span>579 ms<span class=\"o\">)<\/span>\r\n  \u2713 Lambda\u95a2\u6570\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u304cNode.js16.x\u3067\u3042\u308b <span class=\"o\">(<\/span>527 ms<span class=\"o\">)<\/span>\r\n  \u2713 Lambda\u95a2\u6570\u304c2\u3064\u306ePrivate Subnet\u3067\u8d77\u52d5\u3055\u308c\u308b <span class=\"o\">(<\/span>503 ms<span class=\"o\">)<\/span>\r\n\r\nTest Suites: 1 passed, 1 total\r\nTests:       3 passed, 3 total\r\nSnapshots:   0 total\r\nTime:        2.528 s, estimated 3 s\r\nRan all <span class=\"nb\">test <\/span>suites.\r\n<\/code><\/pre>\n<h1>\u6700\u540e<\/h1>\n<p>\u4f60\u89c9\u5f97\u5229\u7528CodeWhisperer\u7684CDK\u8fdb\u884c\u65ad\u8a00\u6d4b\u8bd5\u5982\u4f55\u5462\uff1f\u4f60\u89c9\u5f97\u65ad\u8a00\u6d4b\u8bd5\u7684\u95e8\u69db\u964d\u4f4e\u4e86\u5f88\u591a\u5417\uff1f\uff01<br \/>\n\u867d\u7136\u5728\u5b98\u65b9\u535a\u5ba2\u7684\u793a\u4f8b\u4e2d\u6d4b\u8bd5\u7528\u4f8b\u7684\u540d\u79f0\u662f\u82f1\u8bed\uff0c\u4f46\u6211\u6ca1\u60f3\u5230\u5b83\u4e5f\u80fd\u5f88\u597d\u5730\u751f\u6210\u65e5\u8bed\u7684\u6d4b\u8bd5\u4ee3\u7801\uff0c\u611f\u5230\u975e\u5e38\u60ca\u8bb6\u3002<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u6ca1\u6709\u4ecb\u7ecd\uff0c\u4f46CodeWhisperer\u4e5f\u6709\u5b89\u5168\u626b\u63cf\u529f\u80fd\u3002\u7ed3\u5408cdk-nag\u8fdb\u884c\u5f00\u53d1\uff0c\u4f1a\u66f4\u52a0\u5b89\u5168\uff01<\/p>\n<p>\u5e0c\u671b\u672c\u7bc7\u6587\u7ae0\u80fd\u5c0d\u67d0\u4eba\u6709\u6240\u5e6b\u52a9\u3002<\/p>\n<h1>\u9591\u8a71\u4e0d\u591a<\/h1>\n<p>\u6211\u4eec\u57282023\u5e745\u670820\u65e5\u7684AWS CDK Conference Japan 2023\u4e0a\u5ba3\u5e03\u4e86\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<p><script><\/script><\/p>\n<p>\u5728\u6f14\u8bb2\u7684\u6700\u540e\uff0c\u6211\u63d0\u5230\u4e86\u672a\u6765\u7684\u8ba1\u5212\u53ef\u4ee5\u5229\u7528\u751f\u6210AI\u3002\u672c\u6f14\u8bb2\u4e0d\u4ec5\u4ecb\u7ecd\u4e86CDK\u6d4b\u8bd5\u7684\u4f18\u70b9\uff0c\u8fd8\u4ecb\u7ecd\u4e86\u8bb8\u591a\u56f0\u96be\u4e4b\u5904\uff0c\u6240\u4ee5\u6211\u60f3\u5927\u5bb6\u53ef\u80fd\u5bf9\u65ad\u8a00\u6d4b\u8bd5\u611f\u5230\u6709\u4e00\u5b9a\u7684\u96be\u5ea6\u3002<\/p>\n<p>\u5982\u524d\u6240\u8ff0\uff0c\u63a8\u8350\u4f7f\u7528CodeWhisperer\u8fdb\u884c\u65ad\u8a00\u6d4b\u8bd5\uff0c\u56e0\u4e3a\u5b83\u80fd\u5927\u5927\u964d\u4f4e\u96be\u5ea6\u3002<\/p>\n<h1>\u6587\u732e\u5f15\u7528<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Amazon CodeWhisperer \u3067\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3088\u308a\u901f\u304f\u69cb\u7bc9\u3059\u308b10\u306e\u65b9\u6cd5<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Amazon CodeWhisperer\u3067\u3069\u306e\u7a0b\u5ea6\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u304c\u52b9\u7387\u5316\u3067\u304d\u305d\u3046\u304b\u8a66\u3057\u3066\u307f\u305f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Amazon CodeWhisperer\u8a66\u3057\u3066\u307f\u305f &amp; \u6240\u611f<\/ul>\n<section>\u300c\u30a2\u30b5\u30fc\u30b7\u30e7\u30f3\u30c6\u30b9\u30c8\u306e\u5b9f\u88c5\u4f8b\u306f\u3001\u904e\u53bb\u8a18\u4e8b\u3067\u3082\u3054\u6848\u5185\u3057\u3066\u3044\u307e\u3059\u300d\u3068\u306a\u308a\u307e\u3059\u3002CDK \u306e\u521d\u671f\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u306f\u3001\u300cCDK Intro Workshop \u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u300d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u8a2d\u5b9a\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u300c\u516c\u5f0f\u30ac\u30a4\u30c9\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u300d\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u73fe\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3054\u5b58\u77e5\u306e\u65b9\u304c\u3044\u3089\u3063\u3057\u3083\u3044\u307e\u3057\u305f\u3089\u3001\u30b3\u30e1\u30f3\u30c8\u3067\u6559\u3048\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u5e78\u3044\u3067\u3059\u3002<\/p>\n<p>Lambda \u95a2\u6570\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u30d5\u30a1\u30a4\u30eb\u306f\u7a7a\u306e\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b5\u30a4\u30c9\u306e\u30c6\u30b9\u30c8\u3084\u5b9f\u88c5\u306f\u5225\u9014\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u5229\u7528Amazon CodeWhisperer\u8fd9\u79cd\u751f\u6210AI\u6765\u63d0\u9ad8AWS CDK\u7684\u65ad\u8a00\u6d4b\u8bd5\u6548\u7387 [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-32253","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8ba9 AWS \u751f\u6210\u7684 AI\u300eCodeWhisperer\u300f\u6765\u63d0\u9ad8 CDK \u6d4b\u8bd5\u7684\u6548\u7387\u5427\uff01 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9-aws-\u751f\u6210\u7684-ai\u300ecodewhisperer\u300f\u6765\u63d0\u9ad8-cdk-\u6d4b\u8bd5\u7684\u6548\u7387\u5427\uff01\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8ba9 AWS \u751f\u6210\u7684 AI\u300eCodeWhisperer\u300f\u6765\u63d0\u9ad8 CDK \u6d4b\u8bd5\u7684\u6548\u7387\u5427\uff01\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u5229\u7528Amazon CodeWhisperer\u8fd9\u79cd\u751f\u6210AI\u6765\u63d0\u9ad8AWS CDK\u7684\u65ad\u8a00\u6d4b\u8bd5\u6548\u7387 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u8ba9-aws-\u751f\u6210\u7684-ai\u300ecodewhisperer\u300f\u6765\u63d0\u9ad8-cdk-\u6d4b\u8bd5\u7684\u6548\u7387\u5427\uff01\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta 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