{"id":3425,"date":"2026-07-17T02:24:21","date_gmt":"2026-07-17T02:24:21","guid":{"rendered":"https:\/\/csofferprep.com\/meta-swe-vo-toposort-feed-ranking-bq\/"},"modified":"2026-07-18T00:00:04","modified_gmt":"2026-07-18T00:00:04","slug":"meta-swe-vo-toposort-feed-ranking-bq","status":"publish","type":"post","link":"https:\/\/csofferprep.com\/zh_tw\/vo\/meta-swe-vo-toposort-feed-ranking-bq\/","title":{"rendered":"Meta SWE VO \u9762\u7ecf\uff5c\u53cc Coding\u3001Feed \u4ea7\u54c1\u8bbe\u8ba1\u4e0e BQ \u6df1\u6316"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/csofferprep.com\/wp-content\/uploads\/2026\/07\/meta-vo-cover-2026-07-17-final.png\" alt=\"Meta SWE VO \u9762\u7ecf\u5c01\u9762\uff1aCoding \u4e0e Feed \u4ea7\u54c1\u8bbe\u8ba1\" \/><\/figure>\n<p>Meta SWE VO \u7684 Coding \u8f6e\u5f88\u8d76\uff0c\u5199\u51fa\u4e3b\u903b\u8f91\u8fd8\u4e0d\u591f\uff0c\u5fc5\u987b\u7559\u65f6\u95f4\u8dd1\u8fb9\u754c\u548c\u89e3\u91ca\u53d6\u820d\u3002\u5148\u628a\u56fe\u3001\u6570\u7ec4\u3001\u54c8\u5e0c\u8868\u8fd9\u4e9b\u57fa\u7840\u9898\u7ec3\u5230\u80fd\u5728\u767d\u677f\u4e0a\u5feb\u901f\u62c6\u89e3\uff1b<a href=\"https:\/\/leetcode.com\/discuss\/post\/6379540\/\" target=\"_blank\" rel=\"noopener\">\u8fd9\u4efd E4 Product SWE \u5206\u4eab<\/a>\u91cc\u7684\u8bfe\u7a0b\u4f9d\u8d56\u53d8\u4f53\u548c\u524d\u7f00\u548c\u8ffd\u95ee\uff0c\u5c31\u5f88\u50cf\u8fd9\u79cd\u8282\u594f\u3002<\/p>\n<h2>\u7b2c\u4e00\u9762\uff1aCoding &#8211; \u8bfe\u7a0b\u4f9d\u8d56\u4e0e\u53ef\u5b8c\u6210\u4efb\u52a1\u6570<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u7ed9\u5b9a\u8bfe\u7a0b\u6570\u548c\u5148\u4fee\u5173\u7cfb <code>[[course, prerequisite]]<\/code>\uff0c\u627e\u51fa\u5728\u4e0d\u8fdd\u53cd\u4f9d\u8d56\u7684\u524d\u63d0\u4e0b\u6700\u591a\u80fd\u5b8c\u6210\u591a\u5c11\u95e8\u8bfe\u3002follow-up \u628a\u8f93\u5165\u6269\u5c55\u4e3a\u5e26\u4f18\u5148\u7ea7\u7684\u4efb\u52a1\uff0c\u5e76\u8981\u6c42\u8f93\u51fa\u4e00\u6761\u53ef\u6267\u884c\u987a\u5e8f\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u5148\u5efa\u90bb\u63a5\u8868\u548c\u5165\u5ea6\u6570\u7ec4\uff0c\u628a\u5165\u5ea6\u4e3a 0 \u7684\u8bfe\u7a0b\u653e\u8fdb\u961f\u5217\u3002\u6bcf\u5f39\u51fa\u4e00\u4e2a\u8282\u70b9\u5c31\u51cf\u5c11\u540e\u7ee7\u5165\u5ea6\uff0c\u65b0\u7684 0 \u5165\u5ea6\u8282\u70b9\u7ee7\u7eed\u5165\u961f\u3002\u904d\u5386\u7ed3\u675f\u540e\uff0c\u51fa\u961f\u6570\u91cf\u5c31\u662f\u53ef\u5b8c\u6210\u6570\uff1b\u5982\u679c\u8981\u56fa\u5b9a\u987a\u5e8f\uff0c\u7528\u4f18\u5148\u961f\u5217\u4ee3\u66ff\u666e\u901a\u961f\u5217\u3002\u4efb\u52a1\u5e26\u4f18\u5148\u7ea7\u65f6\uff0c\u53ea\u5728\u5f53\u524d\u53ef\u6267\u884c\u96c6\u5408\u91cc\u6bd4\u8f83\u4f18\u5148\u7ea7\uff0c\u4e0d\u80fd\u5148\u5168\u5c40\u6392\u5e8f\uff0c\u5426\u5219\u4f1a\u7834\u574f\u4f9d\u8d56\u5173\u7cfb\u3002\u6d4b\u8bd5\u8986\u76d6\u72ec\u7acb\u8282\u70b9\u3001\u73af\u3001\u91cd\u590d\u8fb9\u3001\u5b64\u7acb\u8bfe\u7a0b\u548c\u591a\u6761\u4f9d\u8d56\u540c\u65f6\u89e3\u9664\u7684\u60c5\u51b5\u3002<strong>\u590d\u6742\u5ea6<\/strong>\uff1a\u65f6\u95f4 O(V + E)\uff0c\u7a7a\u95f4 O(V + E)\u3002<\/p>\n<h2>\u7b2c\u4e8c\u9762\uff1aCoding &#8211; \u4e24\u4e2a\u6709\u5e8f\u4e8b\u4ef6\u6d41\u53bb\u91cd\u5408\u5e76<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u4e24\u4e2a\u6309\u65f6\u95f4\u6392\u5e8f\u7684\u4e8b\u4ef6\u6d41\u90fd\u542b\u6709\u540c\u4e00\u4e2a <code>event_id<\/code>\uff0c\u6bcf\u6761\u4e8b\u4ef6\u8fd8\u6709 <code>created_at<\/code>\u3001<code>version<\/code> \u548c payload\u3002\u5408\u5e76\u540e\u8981\u6309\u65f6\u95f4\u8f93\u51fa\uff0c\u5e76\u4e14\u540c\u4e00 <code>event_id<\/code> \u53ea\u4fdd\u7559\u7248\u672c\u6700\u9ad8\u7684\u4e00\u6761\uff1b\u6d41\u53ef\u4ee5\u6301\u7eed\u8ffd\u52a0\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u79bb\u7ebf\u8f93\u5165\u7528\u53cc\u6307\u9488\u63a8\u8fdb\u4e24\u4e2a\u6570\u7ec4\uff0c\u5148\u6bd4\u8f83\u65f6\u95f4\uff1b\u65f6\u95f4\u76f8\u540c\u518d\u6309 <code>event_id<\/code> \u548c <code>version<\/code> \u5224\u65ad\u3002\u53bb\u91cd\u4e0d\u80fd\u53ea\u770b\u76f8\u90bb\u8bb0\u5f55\uff0c\u56e0\u4e3a\u540c\u4e00\u4e8b\u4ef6\u4f1a\u5728\u540e\u9762\u51fa\u73b0\u66f4\u9ad8\u7248\u672c\uff0c\u6240\u4ee5\u54c8\u5e0c\u8868\u4fdd\u5b58\u6bcf\u4e2a <code>event_id<\/code> \u7684\u5f53\u524d\u6700\u4f73\u7248\u672c\uff0c\u6700\u7ec8\u518d\u6309\u65f6\u95f4\u6392\u5e8f\u8f93\u51fa\u3002\u6d41\u5f0f\u8f93\u5165\u5219\u4fdd\u7559\u4e00\u4e2a\u6309\u4e8b\u4ef6\u65f6\u95f4\u6392\u5e8f\u7684\u5c0f\u7f13\u51b2\u533a\uff0c\u5e76\u7528 watermark \u51b3\u5b9a\u4f55\u65f6\u53ef\u4ee5\u843d\u76d8\uff0c\u907f\u514d\u8fdf\u5230\u4e8b\u4ef6\u76f4\u63a5\u6253\u4e71\u5df2\u786e\u8ba4\u7ed3\u679c\u3002\u6d4b\u8bd5\u8981\u6709\u540c\u65f6\u95f4\u4e0d\u540c\u4e8b\u4ef6\u3001\u540c ID \u7684\u8de8\u6d41\u91cd\u590d\u3001\u65e7\u7248\u672c\u665a\u5230\u3001\u7a7a\u6d41\u548c payload \u4e0d\u540c\u4f46 version \u76f8\u540c\u7684\u51b2\u7a81\u89c4\u5219\u3002<\/p>\n<h2>\u7b2c\u4e09\u9762\uff1aProduct Design &#8211; \u5173\u6ce8\u5217\u8868 Feed \u6392\u5e8f<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u8bbe\u8ba1\u4e00\u4e2a\u5173\u6ce8\u5217\u8868 Feed\uff0c\u652f\u6301\u53d1\u5e16\u3001\u5220\u9664\u3001\u62c9\u53d6\u9996\u9875\u3001\u5c4f\u853d\u4f5c\u8005\u548c\u6309\u65f6\u95f4\u5206\u9875\u3002\u70ed\u95e8\u521b\u4f5c\u8005\u6709\u5343\u4e07\u7ea7\u5173\u6ce8\u8005\uff0c\u8bfb\u53d6\u5fc5\u987b\u7a33\u5b9a\uff0c\u5220\u9664\u540e\u4e0d\u80fd\u4e00\u76f4\u51fa\u73b0\u5728\u7f13\u5b58\u9875\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u5199\u5165\u8def\u5f84\u628a\u5e16\u5b50\u5199\u8fdb\u5185\u5bb9\u5e93\uff0c\u518d\u628a\u8f7b\u91cf\u7d22\u5f15\u6295\u9012\u7ed9 fanout worker\u3002\u666e\u901a\u521b\u4f5c\u8005\u8d70 fanout-on-write\uff0c\u70ed\u95e8\u521b\u4f5c\u8005\u53ea\u5199\u4f5c\u8005\u65f6\u95f4\u7ebf\uff0c\u5728\u8bfb\u8def\u5f84\u5408\u5e76\uff0c\u907f\u514d\u4e00\u6b21\u5199\u5165\u751f\u6210\u6d77\u91cf\u6536\u4ef6\u7bb1\u8bb0\u5f55\u3002\u9996\u9875\u8bfb\u53d6\u5148\u53d6\u7528\u6237\u6536\u4ef6\u7bb1\u548c\u70ed\u95e8\u4f5c\u8005\u5019\u9009\uff0c\u518d\u6309\u6392\u5e8f\u5206\u6570\u5408\u5e76\uff1bcursor \u4f7f\u7528 <code>(score, created_at, post_id)<\/code>\uff0c\u8fd9\u6837\u5206\u9875\u4e0d\u4f1a\u6f0f\u9879\u6216\u91cd\u590d\u3002\u5220\u9664\u548c\u5c4f\u853d\u4e8b\u4ef6\u5199\u8fdb\u5355\u72ec\u7684\u8fc7\u6ee4\u7d22\u5f15\uff0c\u8bfb\u7f13\u5b58\u547d\u4e2d\u65f6\u4e5f\u8981\u505a\u4e00\u6b21\u8fc7\u6ee4\u3002\u8ba1\u6570\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u3001cursor \u91cd\u590d\u7387\u548c\u5220\u9664\u4f20\u64ad\u5ef6\u8fdf\u90fd\u8981\u5355\u72ec\u76d1\u63a7\u3002<\/p>\n<h2>\u7b2c\u56db\u9762\uff1aBQ &#8211; \u7528\u6570\u636e\u63a8\u52a8\u4e00\u6b21\u6280\u672f\u5206\u6b67<\/h2>\n<p><strong>\u9898\u76ee<\/strong>\uff1a\u8bb2\u4e00\u6b21\u4f60\u548c\u8d1f\u8d23\u4eba\u5bf9\u6280\u672f\u65b9\u6848\u770b\u6cd5\u4e0d\u540c\u7684\u7ecf\u5386\u3002\u8ffd\u95ee\u5305\u62ec\u4f60\u5982\u4f55\u6536\u96c6\u8bc1\u636e\u3001\u600e\u6837\u5904\u7406\u53cd\u5bf9\u610f\u89c1\u3001\u4e0a\u7ebf\u540e\u7ed3\u679c\u600e\u6837\uff0c\u4ee5\u53ca\u540e\u6765\u662f\u5426\u6539\u53d8\u4e86\u5224\u65ad\u3002<\/p>\n<p><strong>\u89e3\u7b54\u601d\u8def<\/strong>\uff1a\u522b\u4ece STAR \u6a21\u677f\u5f00\u59cb\uff0c\u5148\u628a\u5206\u6b67\u8bf4\u5177\u4f53\uff0c\u4f8b\u5982\u540c\u6b65\u5199\u5e93\u8fd8\u662f\u5148\u5199\u961f\u5217\u3002\u63a5\u7740\u4ea4\u4ee3\u7ea6\u675f\uff1a\u5cf0\u503c\u6d41\u91cf\u3001\u9519\u8bef\u9884\u7b97\u3001\u4ea4\u4ed8\u65e5\u671f\u548c\u8fc1\u79fb\u6210\u672c\u3002\u4f60\u505a\u8fc7\u7684\u5b9e\u9a8c\u3001\u538b\u6d4b\u6570\u5b57\u3001\u7070\u5ea6\u8303\u56f4\u548c\u6700\u7ec8\u53d6\u820d\u8981\u80fd\u8fde\u8d77\u6765\u3002\u5982\u679c\u7ed3\u8bba\u4e0d\u662f\u81ea\u5df1\u6700\u521d\u652f\u6301\u7684\u65b9\u6848\uff0c\u4e5f\u8981\u8bf4\u6e05\u63a5\u53d7\u51b3\u5b9a\u540e\u600e\u6837\u628a\u98ce\u9669\u6536\u4f4f\u3002Meta \u7684 BQ \u4e0d\u6015\u8bb2\u5931\u8d25\uff0c\u6015\u7684\u662f\u6ca1\u6709\u81ea\u5df1\u505a\u8fc7\u7684\u5224\u65ad\u3002<\/p>\n<h2>\u5907\u8003\u5efa\u8bae<\/h2>\n<p>\u4e24\u9053 Coding \u9898\u653e\u5728\u540c\u4e00\u6bb5\u8ba1\u65f6\u91cc\u7ec3\uff0c35 \u5206\u949f\u5185\u5199\u5b8c\u7b2c\u4e00\u7248\u5e76\u7559\u51fa dry run\u3002Product Design \u4e0d\u8981\u4e00\u4e0a\u6765\u753b\u5341\u4e2a\u670d\u52a1\uff0c\u5148\u8bf4\u5bf9\u8c61\u3001\u8bfb\u5199\u94fe\u8def\u548c\u6700\u96be\u7684\u4e00\u5904\u5bb9\u91cf\u95ee\u9898\u3002BQ \u51c6\u5907\u51b2\u7a81\u3001\u7ebf\u4e0a\u4e8b\u6545\u548c\u8de8\u56e2\u961f\u63a8\u8fdb\u4e09\u4e2a\u6545\u4e8b\uff0c\u6bcf\u4e2a\u90fd\u5199\u4e0b\u6570\u5b57\u548c\u53cd\u95ee\u3002<\/p>\n<h2>FAQ<\/h2>\n<h3>Meta VO \u7684 Coding \u9898\u8981\u5199\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801\u5417\uff1f<\/h3>\n<p>\u6309\u80fd\u8fd0\u884c\u7684\u6807\u51c6\u5199\u6700\u7a33\u3002\u53d8\u91cf\u547d\u540d\u3001\u51fd\u6570\u8fb9\u754c\u548c\u5f02\u5e38\u8f93\u5165\u90fd\u8981\u7167\u987e\u5230\uff1b\u65f6\u95f4\u4e0d\u591f\u65f6\u5148\u5b8c\u6210\u4e3b\u8def\u5f84\uff0c\u518d\u660e\u786e\u8bf4\u4e0b\u4e00\u6b65\u4f1a\u8865\u54ea\u4e9b\u6d4b\u8bd5\u3002<\/p>\n<h3>Feed \u8bbe\u8ba1\u91cc\u4e3a\u4ec0\u4e48\u8981\u540c\u65f6\u7528\u4e24\u79cd fanout\uff1f<\/h3>\n<p>\u666e\u901a\u4f5c\u8005\u7684\u5199\u5165\u91cf\u53ef\u63a7\uff0c\u9884\u5148\u5206\u53d1\u80fd\u8ba9\u9996\u9875\u8bfb\u53d6\u66f4\u5feb\u3002\u70ed\u95e8\u4f5c\u8005\u76f4\u63a5\u5206\u53d1\u4f1a\u653e\u5927\u5199\u5165\uff0c\u8bfb\u65f6\u5408\u5e76\u66f4\u5212\u7b97\u3002<\/p>\n<h2>\u5173\u4e8e CSOFFERPREP<\/h2>\n<p>\u51c6\u5907 Meta VO \u65f6\uff0cCSOFFERPREP \u53ef\u4ee5\u63d0\u4f9b\u7b97\u6cd5\u8bad\u7ec3\u3001\u6a21\u62df\u9762\u8bd5\u3001\u9879\u76ee\u6df1\u6316\u548c\u7cfb\u7edf\u8bbe\u8ba1\u8f85\u52a9\u3002\u5bfc\u5e08\u6765\u81ea\u5317\u7f8e\u4e00\u7ebf\u5de5\u7a0b\u56e2\u961f\uff0c\u80fd\u6309\u5c97\u4f4d\u628a\u9898\u76ee\u8ffd\u95ee\u548c\u8868\u8fbe\u8282\u594f\u62c6\u5f00\u7ec3\u3002\u65e0\u8bba\u662f OA\u8f85\u52a9\u3001OA \u8f85\u5bfc\u3001VO \u8f85\u52a9\u3001VO \u6a21\u62df\u9762\u8bd5\u3001VO \u8f85\u52a9\u8fd8\u662f\u7cfb\u7edf\u8bbe\u8ba1\u8f85\u52a9\uff0c\u90fd\u53ef\u4ee5\u83b7\u5f97\u66f4\u6709\u9488\u5bf9\u6027\u7684\u51c6\u5907\u65b9\u6848\uff1a<a href=\"https:\/\/csofferprep.com\/price\/\" target=\"_blank\" rel=\"noopener\">CSOFFERPREP \u00b7 \u670d\u52a1\u8be6\u60c5<\/a><\/p>\n<h2>\u53c2\u8003\u6765\u6e90<\/h2>\n<ul>\n<li><a href=\"https:\/\/leetcode.com\/discuss\/post\/6379540\/\" target=\"_blank\" rel=\"noopener\">LeetCode &#8211; Meta Product SWE E4 Virtual Onsite<\/a><\/li>\n<li><a href=\"https:\/\/www.reddit.com\/r\/OfferEngineering\/comments\/1uoa0nw\/meta_jun_2026_midlevel_swe_interview_experience\/\" target=\"_blank\" rel=\"noopener\">Reddit &#8211; Meta Mid-Level SWE Virtual Onsite Experience<\/a><\/li>\n<li><a href=\"https:\/\/www.glassdoor.com\/Interview\/Facebook-Interview-Questions-E40772.htm?filter.jobTitleExact=Software+Engineer%28%29\" target=\"_blank\" rel=\"noopener\">Glassdoor &#8211; Meta Software Engineer Interview Questions<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Meta SWE VO \u53cc Coding\u3001Feed \u4ea7\u54c1\u8bbe\u8ba1\u4e0e BQ \u6df1\u6316\uff0c\u8986\u76d6\u4f9d\u8d56\u56fe\u3001\u4e8b\u4ef6\u6d41\u3001\u9996\u9875\u6392\u5e8f\u548c\u9879\u76ee\u8868\u8fbe\u3002<\/p>","protected":false},"author":4,"featured_media":3424,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-3425","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-vo-2","resize-featured-image"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"Meta SWE VO \u53cc Coding\u3001Feed \u4ea7\u54c1\u8bbe\u8ba1\u4e0e BQ \u6df1\u6316\uff0c\u8986\u76d6\u4f9d\u8d56\u56fe\u3001\u4e8b\u4ef6\u6d41\u3001\u9996\u9875\u6392\u5e8f\u548c\u9879\u76ee\u8868\u8fbe\u3002\" \/>\n\t<meta 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