{"id":35690,"date":"2025-03-19T10:25:32","date_gmt":"2025-03-19T02:25:32","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35690"},"modified":"2025-03-19T10:25:32","modified_gmt":"2025-03-19T02:25:32","slug":"%e5%a6%82%e4%bd%95%e5%9c%a8%e4%ba%91%e5%8e%9f%e7%94%9fnpm%e4%b8%ad%e5%ae%9e%e7%8e%b0%e4%be%9d%e8%b5%96%e7%9a%84%e6%99%ba%e8%83%bd%e6%8e%a8%e8%8d%90%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35690.html","title":{"rendered":"\u5982\u4f55\u5728\u4e91\u539f\u751fNPM\u4e2d\u5b9e\u73b0\u4f9d\u8d56\u7684\u667a\u80fd\u63a8\u8350\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/UH43y6.jpg\" alt=\"\u5982\u4f55\u5728\u4e91\u539f\u751fNPM\u4e2d\u5b9e\u73b0\u4f9d\u8d56\u7684\u667a\u80fd\u63a8\u8350\uff1f\" ><\/p>\n<\/p>\n<p>\u3010\u524d\u8a00\u3011<br \/>\n\u5728\u4e91\u539f\u751f\u67b6\u6784\u5e2d\u5377\u5168\u7403\u7684\u6d6a\u6f6e\u4e2d\uff0cNPM\uff08Node Package 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id=\"\u4e00-\u4e91\u539f\u751f\u4e0enpm\u4f9d\u8d56\u7ba1\u7406\u7684\u78b0\u649e\">\u4e00\u3001\u4e91\u539f\u751f\u4e0eNPM\u4f9d\u8d56\u7ba1\u7406\u7684\u78b0\u649e<\/h3>\n<p>\u4e91\u539f\u751f\u5f3a\u8c03<strong>\u5f39\u6027\u4f38\u7f29<\/strong>\u3001<strong>\u5fae\u670d\u52a1\u5316<\/strong>\u548c<strong>\u6301\u7eed\u4ea4\u4ed8<\/strong>\uff0c\u8fd9\u5bf9\u4f9d\u8d56\u7ba1\u7406\u63d0\u51fa\u4e86\u65b0\u8981\u6c42\uff1a\u4e00\u65b9\u9762\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\u6a21\u5757\u62c6\u5206\u5bfc\u81f4\u4f9d\u8d56\u6570\u91cf\u6307\u6570\u7ea7\u589e\u957f\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5bb9\u5668\u5316\u90e8\u7f72\u9700\u8981\u4f9d\u8d56\u5305\u5177\u5907\u8f7b\u91cf\u5316\u3001\u4f4e\u8026\u5408\u7279\u6027\u3002\u4f20\u7edfNPM\u7684<code>package.json<\/code>\u624b\u5de5\u7ef4\u62a4\u6a21\u5f0f\u5df2\u663e\u75b2\u6001\uff0c\u5f00\u53d1\u8005\u5e38\u56e0\u76f2\u76ee\u5f15\u5165\u4f9d\u8d56\u5bfc\u81f4\u955c\u50cf\u81a8\u80c0\u6216\u8fd0\u884c\u65f6\u5d29\u6e83\u3002<\/p>\n<p>\u4ee5\u67d0\u7535\u5546\u5e73\u53f0\u4e3a\u4f8b\uff0c\u5176Node.js\u540e\u7aef\u670d\u52a1\u56e0\u8bef\u7528\u8fc7\u65f6\u7684\u65e5\u5fd7\u5e93\uff0c\u5bfc\u81f4Kubernetes\u96c6\u7fa4\u4e2d30%\u7684Pod\u9891\u7e41OOM\uff08\u5185\u5b58\u6ea2\u51fa\uff09\u3002\u4e8b\u540e\u5206\u6790\u53d1\u73b0\uff0c\u8be5\u4f9d\u8d56\u9879\u5b58\u5728\u5df2\u77e5\u5185\u5b58\u6cc4\u6f0f\u95ee\u9898\uff0c\u4f46\u56e2\u961f\u56e0\u7f3a\u4e4f\u81ea\u52a8\u5316\u63a8\u8350\u673a\u5236\u672a\u80fd\u53ca\u65f6\u8bc6\u522b\u98ce\u9669\u3002\u6b64\u7c7b\u6848\u4f8b\u51f8\u663e\u667a\u80fd\u63a8\u8350\u7684\u7d27\u8feb\u6027\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u7684\u4e09\u5927\u6838\u5fc3\u652f\u67f1\">\u4e8c\u3001\u667a\u80fd\u63a8\u8350\u7cfb\u7edf\u7684\u4e09\u5927\u6838\u5fc3\u652f\u67f1<\/h3>\n<h4 id=\"1-\u4f9d\u8d56\u753b\u50cf-\u4ece\u9759\u6001\u5206\u6790\u5230\u52a8\u6001\u5efa\u6a21\">1. <strong>\u4f9d\u8d56\u753b\u50cf\uff1a\u4ece\u9759\u6001\u5206\u6790\u5230\u52a8\u6001\u5efa\u6a21<\/strong><\/h4>\n<p>\u4f20\u7edf\u4f9d\u8d56\u5206\u6790\u6b62\u6b65\u4e8e\u7248\u672c\u53f7\u6bd4\u5bf9\uff0c\u800c\u667a\u80fd\u7cfb\u7edf\u9700\u6784\u5efa\u591a\u7ef4\u7279\u5f81\u5411\u91cf\uff1a<\/p>\n<ul>\n<li><strong>\u6280\u672f\u7ef4\u5ea6<\/strong>\uff1a\u5305\u4f53\u79ef\u3001\u4f9d\u8d56\u6811\u6df1\u5ea6\u3001CPU\/\u5185\u5b58\u6d88\u8017\u6a21\u5f0f\n<\/li>\n<li><strong>\u793e\u533a\u7ef4\u5ea6<\/strong>\uff1aGitHub\u661f\u6807\u6570\u3001Issue\u54cd\u5e94\u901f\u5ea6\u3001\u7ef4\u62a4\u8005\u6d3b\u8dc3\u5ea6\n<\/li>\n<li><strong>\u5b89\u5168\u7ef4\u5ea6<\/strong>\uff1aCVE\u6f0f\u6d1e\u5386\u53f2\u3001\u8bb8\u53ef\u8bc1\u517c\u5bb9\u6027\u3001\u4f9b\u5e94\u94fe\u6eaf\u6e90\u8bb0\u5f55\n<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982<strong>\u968f\u673a\u68ee\u6797<\/strong>\u6216<strong>\u56fe\u795e\u7ecf\u7f51\u7edc<\/strong>\uff09\u5bf9\u8fd9\u4e9b\u7279\u5f81\u8fdb\u884c\u805a\u7c7b\uff0c\u53ef\u81ea\u52a8\u8bc6\u522b\u9ad8\u4ef7\u503c\u5019\u9009\u5305\u3002\u4f8b\u5982\uff0cTensorFlow.js\u56e2\u961f\u901a\u8fc7\u5206\u67901.2\u4e07\u4e2aNPM\u5305\u7684CI\/CD\u65e5\u5fd7\uff0c\u53d1\u73b0\u7ea618%\u7684\u6784\u5efa\u5931\u8d25\u6e90\u4e8e\u9690\u5f0f\u4f9d\u8d56\u51b2\u7a81\uff0c\u6b64\u7c7b\u6570\u636e\u6210\u4e3a\u8bad\u7ec3\u63a8\u8350\u6a21\u578b\u7684\u5173\u952e\u8f93\u5165\u3002<\/p>\n<h4 id=\"2-\u4e0a\u4e0b\u6587\u611f\u77e5-\u7406\u89e3\u9879\u76ee\u7684-\u57fa\u56e0\u5e8f\u5217\">2. <strong>\u4e0a\u4e0b\u6587\u611f\u77e5\uff1a\u7406\u89e3\u9879\u76ee\u7684&rdquo;\u57fa\u56e0\u5e8f\u5217&rdquo;<\/strong><\/h4>\n<p>\u4f18\u79c0\u7684\u63a8\u8350\u7cfb\u7edf\u5fc5\u987b\u7406\u89e3\u5f53\u524d\u9879\u76ee\u7684\u6280\u672f\u6808\u7279\u5f81\uff1a<\/p>\n<pre><code class=\"language-javascript\">\/\/ \u4ee3\u7801\u5e93\u7279\u5f81\u63d0\u53d6\u793a\u4f8b  \r\nconst techStack = {  \r\nframework: detectFramework(packageJson), \/\/ \u8bc6\u522bExpress\/Koa\/NestJS  \r\nruntime: process.versions.node,          \/\/ Node.js\u7248\u672c  \r\ncloudEnv: detectCloudProvider(),         \/\/ AWS\/Azure\/GCP  \r\nmicroservicePattern: analyzeArchitecture() \/\/ \u540c\u6b65\/\u5f02\u6b65\u901a\u4fe1\u6a21\u5f0f  \r\n};  \r\n<\/code><\/pre>\n<p>\u7ed3\u5408\u8fd9\u4e9b\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u7cfb\u7edf\u53ef\u8fc7\u6ee4\u6389\u4e0d\u517c\u5bb9\u7684\u5019\u9009\u5305\u3002\u4f8b\u5982\uff0c\u68c0\u6d4b\u5230\u9879\u76ee\u4f7f\u7528Serverless\u6846\u67b6\u65f6\uff0c\u81ea\u52a8\u6392\u9664\u9700\u8981\u957f\u65f6\u8fd0\u884c\u7684\u8fdb\u7a0b\u7c7b\u4f9d\u8d56\u3002<\/p>\n<h4 id=\"3-\u5b9e\u65f6\u53cd\u9988\u95ed\u73af-\u4ece\u63a8\u8350\u5230\u9a8c\u8bc1\u7684\u81ea\u8fdb\u5316\">3. <strong>\u5b9e\u65f6\u53cd\u9988\u95ed\u73af\uff1a\u4ece\u63a8\u8350\u5230\u9a8c\u8bc1\u7684\u81ea\u8fdb\u5316<\/strong><\/h4>\n<p>\u667a\u80fd\u63a8\u8350\u4e0d\u662f\u4e00\u6b21\u6027\u52a8\u4f5c\uff0c\u800c\u9700\u5efa\u7acb\u6301\u7eed\u4f18\u5316\u673a\u5236\uff1a<\/p>\n<ul>\n<li><strong>\u8fd0\u884c\u65f6\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u6536\u96c6\u4f9d\u8d56\u5305\u7684\u5b9e\u9645\u6027\u80fd\u6307\u6807\n<\/li>\n<li><strong>A\/B\u6d4b\u8bd5<\/strong>\uff1a\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u5e76\u884c\u6d4b\u8bd5\u591a\u4e2a\u63a8\u8350\u5019\u9009\n<\/li>\n<li><strong>\u793e\u533a\u667a\u6167\u96c6\u6210<\/strong>\uff1a\u5c06Stack Overflow\u3001GitHub Discussions\u7684\u89e3\u51b3\u65b9\u6848\u7eb3\u5165\u77e5\u8bc6\u56fe\u8c31\n<\/li>\n<\/ul>\n<p>\u5fae\u8f6fAzure\u56e2\u961f\u7684\u5b9e\u9a8c\u6570\u636e\u663e\u793a\uff0c\u5f15\u5165\u5b9e\u65f6\u53cd\u9988\u540e\uff0c\u4f9d\u8d56\u63a8\u8350\u51c6\u786e\u7387\u63d0\u5347\u4e8641%\uff0c\u8bef\u62a5\u7387\u4e0b\u964d\u81f33%\u4ee5\u4e0b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6280\u672f\u843d\u5730-\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u5173\u952e\u8def\u5f84\">\u4e09\u3001\u6280\u672f\u843d\u5730\uff1a\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u5173\u952e\u8def\u5f84<\/h3>\n<h4 id=\"1-\u6784\u5efa\u4f9d\u8d56\u77e5\u8bc6\u56fe\u8c31\">1. <strong>\u6784\u5efa\u4f9d\u8d56\u77e5\u8bc6\u56fe\u8c31<\/strong><\/h4>\n<p>\u4ee5Neo4j\u4e3a\u4ee3\u8868\u7684\u56fe\u6570\u636e\u5e93\u53ef\u9ad8\u6548\u5b58\u50a8\u5305\u4e4b\u95f4\u7684\u5173\u7cfb\uff1a<\/p>\n<pre><code>(:Package {name: 'Express'})-[:DEPENDS_ON]-&gt;(:Package {name: 'body-parser'})  \r\n(:Package)-[:HAS_VULNERABILITY]-&gt;(:CVE {id: 'CVE-2022-0001'})  \r\n<\/code><\/pre>\n<p>\u901a\u8fc7\u56fe\u904d\u5386\u7b97\u6cd5\uff0c\u53ef\u5feb\u901f\u8bc6\u522b\u4f20\u9012\u4f9d\u8d56\u98ce\u9669\u3002Uber\u5de5\u7a0b\u56e2\u961f\u5229\u7528\u8be5\u6280\u672f\uff0c\u5c06\u5b89\u5168\u5ba1\u8ba1\u8017\u65f6\u4ece\u4eba\u57478\u5c0f\u65f6\/\u5468\u538b\u7f29\u81f31.5\u5c0f\u65f6\u3002<\/p>\n<h4 id=\"2-\u6df7\u5408\u63a8\u8350\u7b97\u6cd5\u7684\u5de5\u7a0b\u5b9e\u8df5\">2. <strong>\u6df7\u5408\u63a8\u8350\u7b97\u6cd5\u7684\u5de5\u7a0b\u5b9e\u8df5<\/strong><\/h4>\n<p>\u7ed3\u5408\u534f\u540c\u8fc7\u6ee4\u4e0e\u5185\u5bb9\u8fc7\u6ee4\u7684\u4f18\u52bf\uff1a<\/p>\n<ul>\n<li><strong>\u534f\u540c\u8fc7\u6ee4<\/strong>\uff1a\u53d1\u73b0\u76f8\u4f3c\u6280\u672f\u6808\u56e2\u961f\u7684\u4f9d\u8d56\u9009\u62e9\u89c4\u5f8b\n<\/li>\n<li><strong>\u5185\u5bb9\u8fc7\u6ee4<\/strong>\uff1a\u57fa\u4e8e\u5305\u5143\u6570\u636e\u548c\u9879\u76ee\u9700\u6c42\u7cbe\u786e\u5339\u914d\n<\/li>\n<\/ul>\n<p>Netflix\u5f00\u6e90\u7684<strong>Polynote<\/strong>\u5de5\u5177\u94fe\u4e2d\uff0c\u91c7\u7528\u77e9\u9635\u5206\u89e3\uff08Matrix Factorization\uff09\u5904\u7406\u7a00\u758f\u7684\u5305-\u9879\u76ee\u4ea4\u4e92\u6570\u636e\uff0c\u89e3\u51b3\u4e86\u51b7\u542f\u52a8\u95ee\u9898\u3002<\/p>\n<h4 id=\"3-\u4e91\u539f\u751f\u73af\u5883\u7684\u7279\u6b8a\u9002\u914d\">3. <strong>\u4e91\u539f\u751f\u73af\u5883\u7684\u7279\u6b8a\u9002\u914d<\/strong><\/h4>\n<ul>\n<li><strong>\u8f7b\u91cf\u5316\u4f9d\u8d56\u6ce8\u5165<\/strong>\uff1a\u63a8\u8350\u7b26\u5408\u5bb9\u5668\u5355\u8fdb\u7a0b\u6a21\u578b\u7684\u5305\uff08\u5982Fastify\u66ff\u4ee3Express\uff09\n<\/li>\n<li><strong>Sidecar\u6a21\u5f0f\u96c6\u6210<\/strong>\uff1a\u5c06\u63a8\u8350\u670d\u52a1\u5c01\u88c5\u4e3a\u72ec\u7acb\u5bb9\u5668\uff0c\u901a\u8fc7Service Mesh\u4e0e\u4e3b\u5e94\u7528\u901a\u4fe1\n<\/li>\n<li><strong>Serverless\u4f18\u5148\u7b56\u7565<\/strong>\uff1a\u81ea\u52a8\u63a8\u8350\u517c\u5bb9FaaS\u5e73\u53f0\u7684\u4f9d\u8d56\u7248\u672c\n<\/li>\n<\/ul>\n<p>CNCF\uff08\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff09\u7684\u57fa\u51c6\u6d4b\u8bd5\u8868\u660e\uff0c\u7ecf\u8fc7\u667a\u80fd\u63a8\u8350\u7684\u4f9d\u8d56\u7ec4\u5408\u53ef\u4f7f\u51b7\u542f\u52a8\u65f6\u95f4\u7f29\u77ed60%\uff0c\u8fd9\u5bf9\u4e8e\u51fd\u6570\u8ba1\u7b97\u573a\u666f\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u672a\u6765\u6f14\u8fdb-ai\u4e0e\u5927\u6a21\u578b\u7684\u878d\u5408\u673a\u9047\">\u56db\u3001\u672a\u6765\u6f14\u8fdb\uff1aAI\u4e0e\u5927\u6a21\u578b\u7684\u878d\u5408\u673a\u9047<\/h3>\n<p>\u968f\u7740GPT-4\u3001Codex\u7b49\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u4f9d\u8d56\u63a8\u8350\u6b63\u8d70\u5411<strong>\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/strong>\u9636\u6bb5\uff1a<\/p>\n<pre><code>\u5f00\u53d1\u8005\u8f93\u5165\uff1a&quot;\u6211\u9700\u8981\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u6570\u636e\u5e93ORM\uff0c\u652f\u6301TypeScript\u548cAWS Lambda&quot;  \r\nAI\u63a8\u8350\u8f93\u51fa:  \r\n1. 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