{"id":16822,"date":"2023-10-30T12:38:13","date_gmt":"2023-10-30T04:38:13","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=16822"},"modified":"2026-04-09T15:04:35","modified_gmt":"2026-04-09T07:04:35","slug":"%e5%85%b1%e4%ba%ab%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%bd%bf%e7%94%a8%e6%b3%a8%e6%84%8f%e4%ba%8b%e9%a1%b9","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=16822","title":{"rendered":"\u4e91\u751f\u4fe1\u670d\u52a1\u5668\u4f7f\u7528\u5fc5\u8bfb"},"content":{"rendered":"\n<p>\ud83d\udcd6 \u63a8\u8350\u9605\u8bfb\u6559\u7a0b\uff1a<strong>\u5fae\u4fe1\u516c\u4f17\u53f7 &#8211; <\/strong><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg5MDk3Mzg4OA==&amp;action=getalbum&amp;album_id=3876386774045605910&amp;from=industrynews&amp;color_scheme=light#wechat_redirec\">\u670d\u52a1\u5668\u4f7f\u7528\u6559\u7a0b<\/a> &#8211; (xshell, filezilla, vscode\u7b49\u5de5\u5177\u4f7f\u7528\u89c6\u9891\u6559\u7a0b)<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u65b0\u7248\u6587\u6863\u4e2d\u5fc3 <a href=\"http:\/\/doc.biocloudai.cn\/docs\/\">ysxCloudBio \u4e91\u751f\u4fe1\u6587\u6863\u4e2d\u5fc3 | \u4e91\u751f\u4fe1<\/a><\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>http:&#47;&#47;doc.biocloudai.cn\/docs\/<\/code><\/pre>\n\n\n\n<p>\u670d\u52a1\u5668\u4f7f\u7528\u8fc7\u7a0b\u4e2d, \u5efa\u8bae\u5173\u95edVPN , VPN\u7684\u6ce2\u52a8\u4f1a\u5bfc\u81f4\u5927\u91cf\u5947\u602a\u7684\u9519\u8bef\u95ee\u9898, \u5982\u4efb\u52a1\u83ab\u540d\u5176\u5999\u4e2d\u65ad, rstudio\u62a5\u9519\u7b49\u95ee\u9898, \u6216\u53ef\u5c06\u670d\u52a1\u5668ip\u52a0\u5165\u76f4\u8fde\u767d\u540d\u5355 <\/p>\n\n\n\n<p>\u5982 <br><code>IP-CIDR,218.205.37.74\/32,DIRECT<\/code><br><code>IP-CIDR,114.236.141.195\/32,DIRECT<\/code><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u76ee\u5f55(\u70b9\u51fb\u8df3\u8f6c)<\/h2>\n\n\n\n<ol>\n<li class=\"has-medium-font-size\"><a href=\"#rstudio\u5982\u4f55\u767b\u5f55\u4f7f\u7528\">RStudio\u767b\u5f55\u4e0e\u4f7f\u7528<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5982\u4f55\u4f20\u8f93\u6570\u636e\">\u6570\u636e\u4f20\u8f93\u5230\u670d\u52a1\u5668FileZilla<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5982\u4f55\u901a\u8fc7ssh\u547d\u4ee4\u884c\u767b\u5f55\u670d\u52a1\u5668\">\u901a\u8fc7SSH\u547d\u4ee4\u884c\u767b\u5f55\u670d\u52a1\u5668\u4ee5\u53caconda\u5b89\u88c5<\/a>&#8211;<a href=\"#passwd\" data-type=\"internal\" data-id=\"#passwd\">\u5982\u4f55\u4fee\u6539\u5bc6\u7801<\/a>?<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5982\u4f55\u67e5\u770b\u7a7a\u95f4\">\u67e5\u770b\u7a7a\u95f4\u5360\u7528<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5982\u4f55\u67e5\u770b\u5185\u5b58\u4ee5\u53ca\u7ebf\u7a0b\u53ef\u4ee5\u4f7f\u7528\u591a\u5c11\u4e2a\">\u67e5\u770b\u5185\u5b58\u4e0e\u7ebf\u7a0b\u4f7f\u7528<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5982\u4f55\u540e\u53f0\u8fd0\u884c\u547d\u4ee4\">\u540e\u53f0\u8fd0\u884c\u547d\u4ee4<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u6570\u636e\u5907\u4efd\u95ee\u9898\">\u6570\u636e\u5907\u4efd\u6ce8\u610f<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u7f51\u7edc\u95ee\u9898\">\u7f51\u7edc\u95ee\u9898\u4e0e\u8d85\u5927\u6570\u636e\u4f20\u8f93<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u5171\u4eab\u548c\u72ec\u4eab\u670d\u52a1\u5668\u7684\u533a\u522b\">\u5171\u4eab\u4e0e\u72ec\u4eab\u670d\u52a1\u5668\u7684\u533a\u522b<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#\u8f6f\u4ef6r\u5305\u5b89\u88c5\u95ee\u9898\">\u8f6f\u4ef6\u4e0eR\u5305\u5b89\u88c5\u95ee\u9898<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><a href=\"#rstudioQuestions\" data-type=\"internal\" data-id=\"#rstudioQuestions\"><strong>rstudio\u5e38\u89c1\u95ee\u9898<\/strong>(!!\u5fc5\u770b!!)<\/a><\/li>\n<\/ol>\n\n\n\n<p>\u3010FileZilla\u8fde\u63a5\u4e0e\u4f7f\u7528\u3011 https:\/\/b23.tv\/tIsGjOX<br>\u3010xshell\u8fde\u63a5\u670d\u52a1\u5668\u3011 https:\/\/b23.tv\/jUztr9O<br>\u3010linux\u670d\u52a1\u5668\u5e38\u89c1\u7684\u4e09\u79cd\u540e\u53f0\u4efb\u52a1\u63d0\u4ea4\u65b9\u5f0f\u3011 https:\/\/b23.tv\/6piE0mo<br>\u3010Linux\u5982\u4f55\u5b89\u88c5R\u5305\uff1f\u3011 https:\/\/b23.tv\/Yd8vGWL<br>\u3010R\u8bed\u8a00IDE\u4e4bPositron\u5bf9\u63a5\u670d\u52a1\u5668\u3011 https:\/\/b23.tv\/WgnCV4f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"rstudio\u5982\u4f55\u767b\u5f55\u4f7f\u7528\"><span style=\"color: #3366ff;\">\u4e00\u3001Rstudio\u5982\u4f55\u767b\u5f55\u4f7f\u7528<\/span><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001Rstudio\u4f7f\u7528\uff1a\u76f4\u63a5<strong>\u590d\u5236<\/strong>\u5fae\u4fe1\u7fa4\u4e2d\u63d0\u4f9b\u7684\u94fe\u63a5\uff0c\u5728\u6d4f\u89c8\u5668\u4e2d\u7c98\u8d34\u5373\u53ef, \u8d26\u53f7\u5bc6\u7801\u4e3a\u5fae\u4fe1\u4e2d\u53d1\u9001\u7684\u670d\u52a1\u5668\u4fe1\u606f\u7ed3\u5c3e\u3002<span style=\"color: #ff9900;\">\uff08\u5982\u679c\u76f4\u63a5\u70b9\u51fb\u5fae\u4fe1\u4e2d\u7684\u94fe\u63a5\uff0c\u53ef\u80fd\u4f1a\u88ab\u5c4f\u853d\uff09<\/span><\/h4>\n\n\n\n<p class=\"has-vivid-red-color has-text-color has-medium-font-size\"><strong>\u6ce8\u610f: \u4f7f\u7528 RStudio Server \u65f6\u9700\u8981\u7279\u522b\u6ce8\u610f\u7684\u51e0\u70b9\u4e8b\u9879<\/strong> <strong>\u4ee5\u53caRstudio\u7684\u4e00\u4e9b\u4f20\u7edfbug<\/strong><\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\"><strong class=\"has-vivid-red-color\">\u6d4f\u89c8\u5668\u5173\u95ed\u53ef\u80fd\u5bfc\u81f4\u4efb\u52a1\u4e2d\u65ad<\/strong> \u867d\u7136 RStudio Server \u8fd0\u884c\u5728\u670d\u52a1\u5668\u4e0a\uff0c\u4f46\u5176\u4f1a\u8bdd\u4f9d\u8d56\u4e8e\u7528\u6237\u7684\u6d4f\u89c8\u5668\u8fde\u63a5\u3002\u5982\u679c\u7528\u6237\u5173\u95ed\u7f51\u9875\u3001\u7f51\u7edc\u5f02\u5e38\uff0c\u6216\u8005\u957f\u65f6\u95f4\u65e0\u64cd\u4f5c\uff0c\u4f1a\u8bdd\u6709\u53ef\u80fd\u88ab\u7cfb\u7edf\u81ea\u52a8\u7ec8\u6b62\uff0c\u8fdb\u800c\u5bfc\u81f4\u4efb\u52a1\u4e2d\u65ad\u3001\u6570\u636e\u4e22\u5931\u3002<strong>\u8fd9\u7c7b\u60c5\u51b5\u5e76\u975e\u7cfb\u7edf\u6545\u969c\uff0c\u800c\u662f RStudio \u7684\u8bbe\u8ba1\u9650\u5236\u6240\u81f4\u3002<\/strong><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong class=\"has-vivid-red-color\">\u5efa\u8bae\u4f7f\u7528\u540e\u53f0\u4efb\u52a1\u65b9\u5f0f\u8fd0\u884c\u8017\u65f6\u64cd\u4f5c<\/strong> \u5bf9\u4e8e\u6267\u884c\u65f6\u95f4\u8f83\u957f\u3001\u8ba1\u7b97\u8d44\u6e90\u5360\u7528\u8f83\u5927\u7684\u4efb\u52a1\uff0c\u5efa\u8bae\u4f7f\u7528\u540e\u53f0\u8fd0\u884c\u65b9\u5f0f\uff08\u5982 <code>nohup Rscript ... &amp;<\/code>\u3001<code>screen<\/code> \u6216 <code>tmux<\/code>\uff09\u3002\u8fd9\u6837\u5373\u4f7f\u5173\u95ed\u7f51\u9875\u6216\u65ad\u7f51\uff0c\u4efb\u52a1\u4e5f\u4e0d\u4f1a\u4e2d\u65ad\uff0c\u66f4\u9002\u5408\u8fd0\u884c\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u7b49\u5173\u952e\u6b65\u9aa4\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong class=\"has-vivid-red-color\">R \u5d29\u6e83\u591a\u56e0\u8d44\u6e90\u95ee\u9898\u6216\u5e95\u5c42\u51b2\u7a81\uff0c\u5efa\u8bae\u53ca\u65f6\u4fdd\u5b58\u6570\u636e<\/strong>\u901a\u5e38\u5728\u4f7f\u7528 RStudio Server \u65f6\uff0c\u5076\u5c14\u4f1a\u51fa\u73b0 R \u5d29\u6e83\uff08\u5982\u201cR session disconnected\u201d\u6216\u201cR session Crashd\u201d \u89c1\u4e0b\u56fe\uff09\uff0c\u5176\u5e38\u89c1\u539f\u56e0\u5305\u62ec\uff1a<strong style=\"color: initial;\" class=\"has-vivid-red-color\">\u5185\u5b58\u4e0d\u8db3<\/strong><span style=\"color: initial;\">\uff1a\u5904\u7406\u5927\u578b\u6570\u636e\u3001\u590d\u6742\u56fe\u5f62\u6216\u5e76\u884c\u8ba1\u7b97\u65f6\uff0c\u53ef\u80fd\u77ac\u95f4\u8017\u5c3d\u7cfb\u7edf\u8d44\u6e90\uff1b<\/span><strong style=\"color: initial;\" class=\"has-vivid-red-color\">\u5e95\u5c42 Bug \u6216\u4ee3\u7801\u5305\u51b2\u7a81<\/strong><span style=\"color: initial;\">\uff1a\u90e8\u5206 R \u5305\u5728\u8c03\u7528\u5e95\u5c42 C\/C++ \u63a5\u53e3\u65f6\u53ef\u80fd\u5bfc\u81f4\u975e\u9884\u671f\u9519\u8bef\uff0c\u8fdb\u800c\u5bfc\u81f4 R \u5185\u6838\u5d29\u6e83\u3002<\/span><strong>\u8fd9\u7c7b\u95ee\u9898\u5728\u6280\u672f\u4e0a\u5f88\u96be\u5b8c\u5168\u907f\u514d<\/strong>\u3002<u>\u56e0\u6b64\uff0c\u6211\u4eec\u5efa\u8bae\u7528\u6237\u5728\u8fdb\u884c\u590d\u6742\u5206\u6790\u6216\u5185\u5b58\u5360\u7528\u8f83\u9ad8\u7684\u64cd\u4f5c\u524d\uff0c<strong>\u52a1\u5fc5\u63d0\u524d\u4fdd\u5b58\u5de5\u4f5c\u6570\u636e\u548c\u4e2d\u95f4\u7ed3\u679c<\/strong>\uff08\u5982\u4f7f\u7528 <code>saveRDS()<\/code>\u3001<code>save.image()<\/code> \u7b49\u65b9\u5f0f\uff09\uff0c\u4ee5\u964d\u4f4e\u6570\u636e\u4e22\u5931\u7684\u98ce\u9669\u3002\u540c\u65f6\uff0c\u5c06\u6838\u5fc3\u6d41\u7a0b\u6574\u7406\u4e3a\u811a\u672c\u5e76\u901a\u8fc7\u540e\u53f0\u8fd0\u884c\uff0c\u662f\u63d0\u5347\u7a33\u5b9a\u6027\u7684\u6709\u6548\u65b9\u6cd5\u3002<\/u><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"529\" height=\"329\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image-1.png?resize=529%2C329\" alt=\"\" class=\"wp-image-62039\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image-1.png?w=529 529w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image-1.png?resize=300%2C187 300w\" sizes=\"(max-width: 529px) 100vw, 529px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<li><strong class=\"has-vivid-red-color\">RStudio \u5728\u6781\u5c11\u6570\u60c5\u51b5\u4e0b\u53ef\u80fd\u4f1a\u5f02\u5e38\u5220\u9664\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55\u3002\u7ecf\u8fc7\u6392\u67e5\uff0c\u8be5\u95ee\u9898\u901a\u5e38\u7531 R \u672c\u8eab\u3001RStudio \u8fd0\u884c\u73af\u5883\uff0c\u6216\u67d0\u4e9b\u7279\u5b9a R \u5305\u4e4b\u95f4\u7684\u4ea4\u4e92\u5f02\u5e38\u5f15\u8d77\uff0c\u6700\u7ec8\u5bfc\u81f4\u5de5\u4f5c\u76ee\u5f55\u88ab\u5f02\u5e38\u5220\u9664\u3002\u5efa\u8bae\u5bf9\u91cd\u8981\u7684\u5206\u6790\u7ed3\u679c\u4e0e\u539f\u59cb\u6570\u636e\u91c7\u53d6\u591a\u91cd\u5907\u4efd\u63aa\u65bd\uff0c\u5982\u5b58\u50a8\u4e8e\u767e\u5ea6\u7f51\u76d8\u3001U \u76d8\u7b49\u4e0d\u540c\u4ecb\u8d28\uff0c\u517b\u6210\u826f\u597d\u7684\u6570\u636e\u5b89\u5168\u7ba1\u7406\u4e60\u60ef\u3002<\/strong><\/li>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001Rstudio \u6bcf\u6b21\u4f7f\u7528\u5b8c\u8bb0\u5f97\u6e05\u7406\u7f13\u5b58&nbsp;<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">&nbsp;\u95ee\u9898\uff1a\u7f13\u5b58\u5982\u679c\u592a\u5927\uff0c\u7279\u522b\u662f\u8d85\u8fc710G\u4ee5\u4e0a\u6bcf\u6b21\u6253\u5f00\u90fd\u90fd\u4f1a\u5f88\u6162\uff0c\u751a\u81f3\u4f1a\u6253\u4e0d\u5f00\u3002<br>\u6216 \u66f4\u65b0\/\u4fee\u6539\u5305\u7248\u672c\u540e\u9700\u8981\u91cd\u542f\u4f1a\u8bdd\u8fbe\u5230\u6e05\u7f13\u5b58\u7684\u76ee\u7684<\/p>\n\n\n\n<p class=\"has-medium-font-size\" id=\"\u65b9\u6cd51\"><strong><span style=\"color: #ff0000;\">\u65b9\u6cd51<\/span>\uff1a<\/strong>\u6e05\u7a7aRstudio\u53f3\u4e0a\u89d2\u8d26\u53f7\u540d\u65c1\u8fb9\u7684<span style=\"color: #ff0000;\"><strong><b>\u5c0f\u7ea2\u70b9<\/b><\/strong><\/span>\uff0c\u70b9\u51fb\u540e\u5173\u95ed\u5e76\u91cd\u65b0\u6253\u5f00R\u7684\u754c\u9762\uff0c\u4e4b\u524d\u8c03\u7528\u7684\u51fd\u6570\u7b49\u90fd\u4f1a\u6e05\u9664\uff1b<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/1747964135370-1.png?resize=164%2C146\" alt=\"\" class=\"wp-image-61983\" width=\"164\" height=\"146\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u6e05\u7a7arstudio\uff0c\u5177\u4f53\u64cd\u4f5c\u662fRstudio\u7684\u767b\u5f55\u8d26\u53f7\u53f3\u8fb9\u7684\u5c0f\u7ea2\u70b9-\u7c7b\u4f3c\u5173\u673a\u56fe\u6807\uff0c\u63d0\u793a\u9000\u51fa\uff0c\u53ef\u4ee5\u9009\u62e9\u4fdd\u5b58\u6216\u4e0d\u4fdd\u5b58\u5f53\u524d\u7684\u73af\u5883\u3002\u4e00\u822c\u4e2d\u95f4\u8fc7\u7a0b\u4e0d\u91cd\u8981\u7684\u5c31\u90fd\u4e0d\u4fdd\u5b58 \u9009\u62e9Don\u2019t save \u2013start new session<\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\">\u5f53\u9047\u5230\u5982\u4e0b\u60c5\u51b5 \u9700\u8981\u4f7f\u7528 \u65b9\u6cd52 <\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>3. \u5173\u95edrstudio\u9ed8\u8ba4\u7f13\u5b58\u81ea\u52a8\u52a0\u8f7d\u8bbe\u7f6e<\/strong>(\u63a8\u8350\u5173\u95ed)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"627\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image.png?resize=640%2C627\" alt=\"\" class=\"wp-image-62234\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image.png?w=794 794w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image.png?resize=300%2C294 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image.png?resize=768%2C753 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image.png?resize=600%2C588 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-red-color has-pale-cyan-blue-background-color has-text-color has-background has-medium-font-size\">\u5343\u4e07\u4e0d\u8981\u70b9\u51fb safe mode (\u5b89\u5168\u6a21\u5f0f) \u4e0d\u4f1a\u4fdd\u5b58\u7f13\u5b58 \u610f\u5916\u5173\u6389\u4e4b\u540e\u7f13\u5b58\u81ea\u52a8\u4e22\u5931!!! \u6b64\u6a21\u5f0f\u4ec5\u505a\u8c03\u6574\u8bbe\u7f6e\u4f7f\u7528<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"449\" height=\"283\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-3.png?resize=449%2C283\" alt=\"\" class=\"wp-image-61973\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-3.png?w=449 449w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-3.png?resize=300%2C189 300w\" sizes=\"(max-width: 449px) 100vw, 449px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-medium-font-size\"><strong><span style=\"color: #ff0000;\">\u65b9\u6cd52\uff1a<\/span><\/strong>\u4e5f\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u6765\u6e05\u7406\u7f13\u5b58(\u8fd9\u91cc\u4e00\u5b9a\u8981\u5b8c\u5168\u4e00\u6837 \u4e00\u65e6\u4e0d\u4e00\u6837\u6709\u8bef\u5220\u6570\u636e\u7684\u98ce\u9669  \u65e0\u6cd5\u627e\u56de)<\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u60a8\u5148\u767b\u5f55\u8fdc\u7a0b\u547d\u4ee4\u884c\u7ec8\u7aef\uff08xshell 7\u7c7b\u4f3c\u5de5\u5177\uff09<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u8fd0\u884c<code> du -h \u2212\u2212max-depth=1 ~\/.local\/share\/rstudio\/<\/code> \u786e\u8ba4\u4e0b\u7f13\u5b58\u5927\u5c0f\uff0c\u4e00\u822c\u5927\u4e8e5G\u4ee5\u4e0a\u5c31\u662f\u7f13\u5b58\u7684\u95ee\u9898\u4e86\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"> <span style=\"font-size: revert; color: initial;\">\u8fd0\u884c\u5220\u9664\u547d\u4ee4&nbsp;<code>rm -rf &nbsp;~\/.local\/share\/rstudio\/ <\/code>&nbsp;\u5220\u9664\u540e\u65e0\u6cd5\u6062\u590d\uff0c\u4e3b\u8981\u662f\u5220\u9664\u7684\u662f\u7f13\u5b58\u5305\u62ec\u672a\u4fdd\u5b58\u7684Rstudio\u6587\u6863\u3002 &nbsp;<\/span><\/li>\n\n\n\n<li class=\"has-medium-font-size\"><span style=\"font-size: revert; color: initial;\">\u5220\u9664\u540e\u5fc5\u987b\u8fdb\u4e00\u6b65\u547d\u4ee4\u884c\u8f93\u5165 kill.sh \u6839\u636e\u63d0\u793a\u8f93\u5165Y \u5c31\u53ef\u4ee5\u6740\u6389Rstudio\u7684\u8fdb\u7a0b\uff0c\u7136\u540e\u5237\u65b0\u7f51\u9875\u5c31OK \u4e86\u3002<\/span><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"180\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image.png?resize=640%2C180\" alt=\"\" class=\"wp-image-61961\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image.png?w=648 648w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image.png?resize=300%2C84 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image.png?resize=600%2C169 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-red-color has-text-color\">\u8fd8\u6709\u4e00\u79cd\u5947\u602a\u7684\u60c5\u51b5\uff1a\u5c1d\u8bd5\u4e86\u6e05\u7f13\u5b58\u3001\u5220\u9664\u76ee\u5f55\u3001\u5176\u4ed6\u4e00\u7cfb\u5217\u64cd\u4f5c\u90fd\u65e0\u6548\uff0c\u4e14\u4ecd\u7136\u65e0\u6cd5\u52a0\u8f7d\u8fdb\u53bb\u3002<br>\u9700\u8981\u5173\u95ed\u4e0brstudio\u672c\u8eab\u7684\u7f13\u5b58\u81ea\u52a8\u52a0\u8f7d\u7b56\u7565\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u76f4\u63a5\u8fdb\u662f\u52a0\u8f7d\u4e0d\u8fdb\u53bb\u7684\uff0c\u6240\u4ee5\u9700\u8981\u901a\u8fc7\u5b89\u5168\u6a21\u5f0f \u5373 safe mode \u624d\u80fd\u8fdb\u53bb\u6539\u8fd9\u4e2a\u8bbe\u7f6e  \u5b89\u5168\u6a21\u5f0f\u7684\u4f5c\u7528\u548c\u610f\u4e49\u4e5f\u5728\u4e8e\u6b64<br><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-4.png?resize=542%2C457\" alt=\"\" class=\"wp-image-62169\" width=\"542\" height=\"457\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-4.png?w=722 722w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-4.png?resize=300%2C253 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-4.png?resize=600%2C506 600w\" sizes=\"(max-width: 542px) 100vw, 542px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5982\u4f55\u4f20\u8f93\u6570\u636e\"><span style=\"color: #3366ff;\">\u4e8c\u3001\u5982\u4f55\u4f20\u8f93\u6570\u636e<\/span><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">\u63a8\u8350\u4f7f\u7528filezilla \uff1a\u6253\u5f00\u8f6f\u4ef6\u2014\u5de6\u4e0a\u89d2\u7684\u201c\u7ad9\u70b9\u7ba1\u7406\u5668\u201d\u2014\u534f\u8bae\u9009\u62e9SFTP<\/h4>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u5b98\u7f51\u4e0b\u8f7d\uff1a\u652f\u6301 Windows\u3001 macOS\u3001Linux\u7b49<\/li>\n\n\n\n<li class=\"has-medium-font-size\">windows&nbsp;<a href=\"https:\/\/filezilla-project.org\/download.php?type=client\">https:\/\/filezilla-project.org\/download.php?type=client<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\">macos-intel&nbsp;<a href=\"https:\/\/filezilla-project.org\/download.php?platform=osx\">https:\/\/filezilla-project.org\/download.php?platform=osx<\/a><\/li>\n\n\n\n<li class=\"has-medium-font-size\">macos-(m1,m2,m3)&nbsp;<a href=\"https:\/\/filezilla-project.org\/download.php?platform=macos-arm64\">https:\/\/filezilla-project.org\/download.php?platform=macos-arm64<\/a><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=402%2C331\" alt=\"\" class=\"wp-image-62158\" width=\"402\" height=\"331\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?w=1608 1608w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=300%2C247 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=1024%2C842 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=768%2C631 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=1536%2C1263 1536w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?resize=600%2C493 600w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-2.png?w=1280 1280w\" sizes=\"(max-width: 402px) 100vw, 402px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-large-font-size\"><span style=\"color: #ff0000;\"><strong>\u6ce8\u610f\u70b9\uff1a\u534f\u8bae\u4e00\u5b9a\u662fSFTP\u624d\u53ef\u4ee5<\/strong><\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"519\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/04\/image.png?resize=640%2C519\" alt=\"\" class=\"wp-image-64466\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/04\/image.png?w=844 844w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/04\/image.png?resize=300%2C243 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/04\/image.png?resize=768%2C622 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/04\/image.png?resize=600%2C486 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u586b\u5199\u4e3b\u673a\uff0c\u5373\u5bf9\u5e94\u7684IP\/\u4e3b\u673a\u5982\uff1ayun.biocloudai.cn (\u4ec5\u4e3a\u793a\u4f8b,\u5b9e\u9645IP\/\u4e3b\u673a\u53ef\u80fd\u4e0d\u540c)<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u586b\u5199\u7aef\u53e3\uff1a\u7b49\u540c\u4e8e\u8fdc\u7a0b\u7ec8\u7aef\u767b\u5f55\u7684\u7aef\u53e3 6622 \u4ec5\u4e3a\u793a\u4f8b<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u8f93\u5165\u7528\u6237\u548c\u5bc6\u7801<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u70b9\u51fb\u4e0b\u65b9\u201c\u8fde\u63a5\u201d \u5373\u53ef\u767b\u5f55\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading has-medium-font-size\">\u9047\u5230\u8fde\u4e0d\u4e0a\u600e\u4e48\u89e3\u51b3\uff1f<\/h4>\n\n\n\n<ol>\n<li class=\"has-medium-font-size\">\u6839\u636e\u62a5\u9519\u4fe1\u606f\uff0c\u68c0\u67e5\u4e0b\u622a\u56fe\u7684\u7ad9\u70b9\u7ba1\u7406\u5668\u7684\u4fe1\u606f\u662f\u5426\u586b\u5199\u6b63\u786e\uff0c\u7279\u522b\u662f\u5bc6\u7801\u4e0d\u80fd\u6709\u7a7a\u683c\u4e00\u7c7b\u7684\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u5347\u7ea7\u4e0bfilezilla\u8f6f\u4ef6\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u68c0\u67e5\u81ea\u5df1\u7684\u7f51\u7edc-\u5982\u679c\u6709\u5f00VPN\u53ef\u4ee5\u5148\u5173\u95ed\u4e0b\u3002<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"374\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-4.png?resize=640%2C374\" alt=\"\" class=\"wp-image-61974\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-4.png?w=1024 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-4.png?resize=300%2C175 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-4.png?resize=768%2C449 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-4.png?resize=600%2C350 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-vivid-cyan-blue-color has-text-color\" id=\"\u5982\u4f55\u901a\u8fc7ssh\u547d\u4ee4\u884c\u767b\u5f55\u670d\u52a1\u5668\">\u4e09\u3001\u5982\u4f55\u901a\u8fc7ssh\u547d\u4ee4\u884c\u767b\u5f55\u670d\u52a1\u5668<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udda5\ufe0f Windows \u7528\u6237\u63a8\u8350\u4f7f\u7528\u4ee5\u4e0b\u7ec8\u7aef\u8f6f\u4ef6\uff1a<\/h3>\n\n\n\n<figure class=\"wp-block-table aligncenter is-style-regular\"><table><thead><tr><th>\u8f6f\u4ef6<\/th><th>\u4e0b\u8f7d\u94fe\u63a5<\/th><\/tr><\/thead><tbody><tr><td><strong>Xshell\uff08\u514d\u8d39\u7248\uff09<\/strong><\/td><td>https:\/\/www.xshell.com\/zh\/free-for-home-school<\/td><\/tr><tr><td><strong>Mobaxterm\uff08Home \u7248\uff09<\/strong><\/td><td>https:\/\/mobaxterm.mobatek.net\/download-home-edition.html<\/td><\/tr><tr><td><strong><strong>FinalShell\uff08\u8de8\u5e73\u53f0\u652f\u6301 Windows\/macOS\/Linux\uff09<\/strong><\/strong><\/td><td>https:\/\/www.hostbuf.com\/t\/988.html<\/td><\/tr><tr><td><strong>termius\uff08\u8de8\u5e73\u53f0\u652f\u6301 Windows\/macOS\/Linux\uff09<\/strong><\/td><td>https:\/\/termius.com\/download<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-medium-font-size\">\ud83d\udcd6 \u63a8\u8350\u9605\u8bfb\u6559\u7a0b\uff1a<strong>\u5fae\u4fe1\u516c\u4f17\u53f7 &#8211; <\/strong><a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=Mzg5MDk3Mzg4OA==&amp;action=getalbum&amp;album_id=3876386774045605910&amp;from=industrynews&amp;color_scheme=light#wechat_redirec\">\u670d\u52a1\u5668\u4f7f\u7528\u6559\u7a0b<\/a> &#8211; (xshell, filezilla, vscode\u7b49\u5de5\u5177\u4f7f\u7528\u89c6\u9891\u6559\u7a0b)<\/p>\n\n\n\n<p class=\"has-light-green-cyan-background-color has-background has-medium-font-size\">\u6211\u4eec\u5c06conda\u5b89\u88c5\u6253\u5305\u4e3a\u5bf9\u5e94\u811a\u672c, \u9700\u8981\u7528\u5230\u7684\u6267\u884c\u8fd9\u6bb5\u4ee3\u7801\u5b89\u88c5\u5373\u53ef, \u5982\u9700jupyter\u5728\u552e\u540e\u7fa4\u4e2d\u53cd\u9988\u5373\u53ef<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># conda \u4e00\u952e\u5b89\u88c5 \u8fd9\u662f\u4e00\u884c\u4ee3\u7801\nwget -qO- http:\/\/iyun70.com:8011\/softs\/conda_install.sh | bash<\/code><\/pre>\n\n\n\n<p class=\"has-pale-cyan-blue-background-color has-background has-medium-font-size\">\u793a\u4f8b: <strong>Mobaxterm<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"379\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-10.png?resize=640%2C379\" alt=\"\" class=\"wp-image-62000\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-10.png?w=1024 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-10.png?resize=300%2C178 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-10.png?resize=768%2C455 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-10.png?resize=600%2C356 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-8.png?resize=554%2C243\" alt=\"\" class=\"wp-image-61993\" width=\"554\" height=\"243\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-8.png?w=563 563w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-8.png?resize=300%2C132 300w\" sizes=\"(max-width: 554px) 100vw, 554px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"563\" height=\"132\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-12.png?resize=563%2C132\" alt=\"\" class=\"wp-image-62003\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-12.png?w=563 563w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-12.png?resize=300%2C70 300w\" sizes=\"(max-width: 563px) 100vw, 563px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-pale-cyan-blue-background-color has-background has-medium-font-size\">\u793a\u4f8b:<strong>FinalShell<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"546\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image.png?resize=640%2C546\" alt=\"\" class=\"wp-image-62036\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image.png?w=948 948w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image.png?resize=300%2C256 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image.png?resize=768%2C655 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/06\/image.png?resize=600%2C512 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcbb macOS \/ Linux \u7528\u6237\uff1a<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u53ef\u76f4\u63a5\u4f7f\u7528 FinalShell \u6216\u7ec8\u7aef <code>ssh<\/code> \u547d\u4ee4\u767b\u5f55\u4e5f\u53ef\u9009\u62e9 windows\u63a8\u8350\u8f6f\u4ef6\u4e2dFinalshell\u6216termius\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>ssh szz123@114.236.141.195 -p 1234<\/code><\/pre>\n\n\n\n<p>\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u8f93\u5165\uff1a\u670d\u52a1\u5668\u8d26\u6237 <code>szz123<\/code> \u7684\u767b\u5f55\u5bc6\u7801, \u8f93\u5165\u65f6\u5bc6\u7801\u4e3a\u9690\u85cf, \u5efa\u8bae\u91c7\u53d6\u590d\u5236\u7c98\u8d34\u7684\u5f62\u5f0f\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><code> -p 1234 <\/code>\uff1a\u6307\u5b9a SSH \u7aef\u53e3\uff0c<strong>\u5fc5\u987b\u52a0\u4e0a<\/strong>\u3002<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\" id=\"passwd\">\u5982\u4f55\u4fee\u6539\u5bc6\u7801?<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u4fee\u6539\u5bc6\u7801\u6b65\u9aa4<\/strong><br>\u8f93\u5165 <code>passwd<\/code> \u540e\uff0c\u6309\u63d0\u793a\u5148\u8f93\u5165\u65e7\u5bc6\u7801\uff0c\u518d\u8f93\u5165\u4e24\u904d\u65b0\u5bc6\u7801\u5373\u53ef\u5b8c\u6210\u4fee\u6539\uff08\u8f93\u5165\u65f6\u5bc6\u7801\u4e0d\u663e\u793a\uff09\u3002\u5982\u5fd8\u8bb0\u5bc6\u7801\uff0c\u8bf7\u8054\u7cfb\u7ba1\u7406\u5458\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image-1.png?resize=598%2C187\" alt=\"\" class=\"wp-image-62242\" width=\"598\" height=\"187\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image-1.png?w=404 404w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/09\/image-1.png?resize=300%2C94 300w\" sizes=\"(max-width: 598px) 100vw, 598px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5982\u4f55\u67e5\u770b\u7a7a\u95f4\"><span style=\"color: #3366ff;\">\u56db\u3001\u5982\u4f55\u67e5\u770b\u7a7a\u95f4<\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">\ud83d\udd39 \u67e5\u770b\u4e3b\u76ee\u5f55\u4e0b\u5404\u6587\u4ef6\u5939\u7684\u7a7a\u95f4\u5360\u7528\uff1a(\u9700\u8981\u901a\u8fc7xshell\u7b49\u5de5\u5177\u8fde\u63a5\u4e0a\u670d\u52a1\u5668\u4e4b\u540e\u6267\u884c)  <\/h3>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>du -h ~\/ --max-depth=1<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u663e\u793a\u5404\u6587\u4ef6\u5939\u7684\u7a7a\u95f4\u4f7f\u7528\u60c5\u51b5\uff0c\u6709\u52a9\u4e8e\u5b9a\u4f4d\u5927\u6587\u4ef6\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"441\" height=\"223\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-1.png?resize=441%2C223\" alt=\"\" class=\"wp-image-61962\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-1.png?w=441 441w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/05\/image-1.png?resize=300%2C152 300w\" sizes=\"(max-width: 441px) 100vw, 441px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-medium-font-size\">\u4e5f\u53ef\u4ee5\u5728R\u8bed\u8a00\u4e2d\u8c03\u7528\u7cfb\u7edf\u6307\u4ee4\u67e5\u770b\uff08linux\uff09<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>system(\"du -h ~\/ --max-depth=1\")<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-6.png?resize=467%2C475\" alt=\"\" class=\"wp-image-62176\" width=\"467\" height=\"475\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-6.png?w=622 622w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-6.png?resize=295%2C300 295w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-6.png?resize=600%2C611 600w\" sizes=\"(max-width: 467px) 100vw, 467px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-7.png?resize=469%2C420\" alt=\"\" class=\"wp-image-62177\" width=\"469\" height=\"420\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-7.png?w=558 558w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-7.png?resize=300%2C269 300w\" sizes=\"(max-width: 469px) 100vw, 469px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5982\u4f55\u67e5\u770b\u5185\u5b58\u4ee5\u53ca\u7ebf\u7a0b\u53ef\u4ee5\u4f7f\u7528\u591a\u5c11\u4e2a\"><span style=\"color: #3366ff;\">\u4e94\u3001\u5982\u4f55\u67e5\u770b\u5185\u5b58\u4ee5\u53ca\u7ebf\u7a0b\u53ef\u4ee5\u4f7f\u7528\u591a\u5c11\u4e2a\uff1f<\/span><\/h2>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u5171\u4eab\u670d\u52a1\u5668\u5185\u5b58\u4ee5\u53ca\u7ebf\u7a0b\u4f7f\u7528\u6570\uff1a<strong><span style=\"color: #ff9900;\">\u5355\u4e2a\u8d26\u6237\u63a8\u8350\u4f7f\u7528\u91cf\uff1a\u5c0f\u4e8e\u603b\u5185\u5b58\u6216\u7ebf\u7a0b\u768430%\uff0c\u4e0d\u5141\u8bb8\u8d85\u8fc750%<\/span><\/strong>&nbsp;<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong><span style=\"color: #ff9900;\">\u6ce8\u610f\u7684\u662f\u5185\u5b58\u6216\u8005\u7ebf\u7a0b\u6570\u4efb\u610f\u4e00\u4e2a\u90fd\u4e0d\u5141\u8bb8\u8d85\u8fc7\u89c4\u5b9a\u7684\u6570\u5b57\uff0c\u4e3b\u8981\u662f\u5185\u5b58\u3002<\/span><\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\">\u63a8\u8350\u4f7f\u7528\u7684\u662f<code>htop -u<\/code> \u7528\u6237\u540d #\u53ef\u4ee5\u5b9e\u65f6\u67e5\u770b\u81ea\u5df1\u6b63\u5728\u8fd0\u884c\u7684\u6240\u6709\u7a0b\u5e8f\u3002\uff08\u9000\u51fa\u7684\u5feb\u6377\u952e\u662f&nbsp;\u5c0f\u5199\u5b57\u6bcdq\uff09<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u4e5f\u53ef\u4ee5\u547d\u4ee4\u884c\u8f93\u5165ps -u `whoami` -o pid,pcpu,cmd &#8211;sort=-pcpu | awk &#8216;$2 &gt; 1&#8217;&nbsp;\u4f1a\u8f93\u51fa\u5728\u8fd0\u884c\u7684\u8fdb\u7a0bID \u548c\u5bf9\u5e94\u7684\u547d\u4ee4<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5982\u4f55\u540e\u53f0\u8fd0\u884c\u547d\u4ee4\"><span style=\"color: #3366ff;\">\u516d\u3001\u5982\u4f55\u540e\u53f0\u8fd0\u884c\u547d\u4ee4<\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u683c\u5f0f\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>nohup &#91;\u4f60\u7684\u547d\u4ee4] &gt; output.log 2&gt;&amp;1 &amp;<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u8bf4\u660e\uff1a<\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\"><code>nohup<\/code>\uff1a\u9632\u6b62\u7ec8\u7aef\u65ad\u5f00\u5bfc\u81f4\u4efb\u52a1\u4e2d\u65ad<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><code>&gt; output.log<\/code>\uff1a\u4fdd\u5b58\u8f93\u51fa\u65e5\u5fd7<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><code>2&gt;&amp;1<\/code>\uff1a\u5408\u5e76\u9519\u8bef\u8f93\u51fa<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><code>&amp;<\/code>\uff1a\u540e\u53f0\u8fd0\u884c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u63a8\u8350\u7528\u9014\uff1a<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8fd0\u884c\u65f6\u95f4 &gt; 24 \u5c0f\u65f6\u7684\u4efb\u52a1\uff0c\u5fc5\u987b\u4f7f\u7528\u540e\u53f0\u8fd0\u884c\u4ee5\u9632\u4e2d\u65ad\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u793a\u4f8b\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>run_nmf.R \u662f\u9700\u8981\u8fd0\u884c\u7684R\u811a\u672c\n# \u8fd9\u6837\u662f\u5e26\u8f93\u51fa\u65e5\u5fd7\nnohup Rscript run_nmf.R &gt; output.log 2&gt;&amp;1 &amp;<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u67e5\u770b\u8fdb\u7a0b\u6216\u65e5\u5fd7\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>ps aux | grep jupyter\ntail -f ~\/jupyter.log<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6570\u636e\u5907\u4efd\u95ee\u9898\"><span style=\"color: #3366ff;\">\u4e03\u3001\u6570\u636e\u5907\u4efd\u95ee\u9898<\/span><\/h2>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u670d\u52a1\u5668\u4e0d\u63d0\u4f9b\u81ea\u52a8\u5907\u4efd\u529f\u80fd<\/strong>\uff0c\u8bf7\u7528\u6237\u81ea\u884c\u5b9a\u671f\u5907\u4efd\u6570\u636e\u3002<\/p>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\ud83d\udce6 \u5efa\u8bae\u9891\u7387\uff1a<strong>\u81f3\u5c11\u6bcf\u5468\u4e00\u6b21<\/strong><\/li>\n\n\n\n<li class=\"has-medium-font-size\">\ud83d\udce4 \u6bcf\u6b21\u4f7f\u7528\u7ed3\u675f\u540e\u90fd\u5e94\u5907\u4efd\u5173\u952e\u7ed3\u679c\u6587\u4ef6<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7f51\u7edc\u95ee\u9898\"><span style=\"color: #3366ff;\">\u516b\u3001\u7f51\u7edc\u95ee\u9898<\/span><\/h2>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u670d\u52a1\u5668\u603b\u5e26\u5bbd\uff1a300Mbps\uff08\u5171\u4eab\uff09<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong>\u5355\u7528\u6237\u4e0b\u8f7d\u9650\u5236\uff1a\u4e0d\u8d85\u8fc7 50M<\/strong>bps<\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\">\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>ascp -Q -T -l 50m -k1 -P 33001 -i ...  # -l \u9650\u901f\u4e3a 50m<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u26a0\ufe0f \u591a\u4efb\u52a1\u603b\u901f\u7387\u4e5f\u4e0d\u5f97\u8d85\u8fc7 50Mbps\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\ud83d\udce6 1. filezilla \u5b9e\u6d4b\u4f20\u8f93\u901f\u5ea6 1~5MB\/s \u662f\u6b63\u5e38\u60c5\u51b5 \uff08\u771f\u5b9e\u901f\u5ea6\u53d6\u51b3\u4e8e \u670d\u52a1\u5668\u4ee5\u53ca\u7ec8\u7aef\u53cc\u65b9\u7684\u7f51\u7edc\uff09<br>      2. \u6570\u636e\u91cf\u5927\u7684, \u4f20\u8f93\u6162, \u652f\u6301\u767e\u5ea6\u7f51\u76d8\u6216\u5938\u514b\u7f51\u76d8\u5206\u4eab\u94fe\u63a5, \u6280\u672f\u8001\u5e08\u534f\u52a9\u4e0a\u4f20\u5230\u670d\u52a1\u5668<br>      3. \u5927\u4e8e1T\u7684\u4e5f\u652f\u6301\u90ae\u5bc4\u786c\u76d8<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5171\u4eab\u548c\u72ec\u4eab\u670d\u52a1\u5668\u7684\u533a\u522b\"><span style=\"color: #3366ff;\">\u4e5d\u3001\u5171\u4eab\u548c\u72ec\u4eab\u670d\u52a1\u5668\u7684\u533a\u522b<\/span><\/h2>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\"><strong><span style=\"color: #ff6600;\">\u5171\u4eab\uff1a<\/span><\/strong>\u4f18\u52bf\u8d44\u6e90\u6700\u5927\u5316\uff0c\u4ef7\u683c\u4fbf\u5b9c\u3002\u7f3a\u70b9\u5c31\u662f\u591a\u4eba\u4f7f\u7528\uff0c\u96be\u514d\u4f1a\u6709\u51b2\u7a81\uff0c\u4ee5\u53ca\u9879\u76ee\u6392\u961f\uff0c\u8d44\u6e90\u4e0d\u591f\u5206\u914d\u7b49\u95ee\u9898\u3002\u4ee5\u53ca\u540c\u65f6\u4f7f\u7528\u4e00\u4e2a\u7a0b\u5e8f\uff0c\u4e0d\u7a33\u5b9a\u6027\u4e5f\u4f1a\u589e\u52a0\uff0c\u6bd4\u5982R\u5305\u548cRstudio\u7684\u5347\u7ea7\u6216\u5176\u4ed6\u8f6f\u4ef6\u53ca\u4f9d\u8d56\u73af\u5883\u7684\u66f4\u65b0\uff0c\u6709\u4e00\u5b9a\u6982\u7387\u4f1a\u5f71\u54cd\u5230\u5df2\u6709\u7a0b\u5e8f\u7684\u8fd0\u884c\u3002\u751a\u81f3\u4e2a\u522b\u67d0\u4e2a\u7528\u6237\u8fd0\u884c\u7684\u7a0b\u5e8f\u5bfc\u81f4\u670d\u52a1\u5668\u5b95\u673a\u7b49\u95ee\u9898\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong><span style=\"color: #ff6600;\">\u72ec\u4eab\uff1a<\/span><\/strong>\u81ea\u5df1\u72ec\u7acb\u4f7f\u7528\u4e0d\u4f1a\u53d7\u5176\u4ed6\u7528\u6237\u5e72\u6270\uff0c\u7279\u522b\u662f\u8fd0\u884c\u8d85\u957f\u65f6\u95f4\u7684\u4efb\u52a1\u3002 \u72ec\u4eab\u670d\u52a1\u5668\u54a8\u8be2\u5bf9\u5e94\u7684\u4e1a\u52a1\u7ecf\u7406<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8f6f\u4ef6r\u5305\u5b89\u88c5\u95ee\u9898\"><span style=\"color: #3366ff;\">\u5341\u3001\u8f6f\u4ef6R\u5305\u5b89\u88c5\u95ee\u9898<\/span><\/h2>\n\n\n\n<p class=\"has-medium-font-size\">\u5982\u679c\u9047\u5230\u9700\u8981\u534f\u52a9\u5b89\u88c5\u7684\u8f6f\u4ef6\u548c\u5305\uff0c\u5fae\u4fe1\u5c0f\u7a0b\u5e8f\u201c\u751f\u4fe1\u95ee\u7b54\u201d\u6709\u5bf9\u5e94\u7684\u65b9\u6cd5\u6216\u8005\u9047\u5230\u95ee\u9898\u7684\u7b54\u6848\u3002\u4e5f\u53ef\u4ee5\u5728\u8fd9\u4e2a\u4e0a\u9762\u63d0\u95ee\uff0c24\u5c0f\u65f6\u5185\u90fd\u4f1a\u56de\u7b54\u7684\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u5b9e\u5728\u89e3\u51b3\u4e0d\u4e86\u7684\uff0c\u5fae\u4fe1\u7fa4\u91cc\u53cd\u9988\u5373\u53ef\u3002\u4e00\u822c\u90fd\u662f\u5f53\u5929\u5b8c\u6210\uff0c\u7279\u6b8a\u60c5\u51b5\u7684\uff0c\u6700\u8fdf\u4e0d\u8d85\u8fc724\u5c0f\u65f6\u53cd\u9988\uff0c99%\u90fd\u662f\u5728\u5f53\u5929\u5b8c\u6210\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-x-large-font-size\" id=\"rstudioQuestions\"><strong>rstudio\u5e38\u89c1\u95ee\u9898<\/strong>(!!\u5fc5\u770b!!)<\/p>\n\n\n\n<p class=\"has-vivid-red-color has-white-background-color has-text-color has-background has-medium-font-size\">Q1: <strong style=\"font-weight: bold;\">RStudio Server \u662f\u5426\u652f\u6301\u81ea\u52a8\u540e\u53f0\u8fd0\u884c\uff1f<\/strong><b><br>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5f53\u6211\u5728 RStudio Server \u4e2d\u63d0\u4ea4\u4e00\u4e2a\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4efb\u52a1\u540e\uff0c<\/b><strong style=\"font-weight: bold;\">\u662f\u5426\u53ef\u4ee5\u76f4\u63a5\u5173\u95ed\u6d4f\u89c8\u5668\u6216\u65ad\u5f00\u8fde\u63a5\uff0c\u800c\u4efb\u52a1\u4ecd\u7136\u80fd\u591f\u7ee7\u7eed\u5728\u540e\u53f0\u8fd0\u884c\uff0c\u4e0d\u88ab\u4e2d\u65ad\uff1f<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">A: RStudio Server <strong>\u672c\u8eab\u4e0d\u4f1a\u81ea\u52a8\u5c06\u4efb\u52a1\u8f6c\u4e3a\u540e\u53f0\u8fd0\u884c<\/strong>\uff0c\u4f46\u4f60\u53ef\u4ee5<strong>\u624b\u52a8\u63a7\u5236\u4efb\u52a1\u5728\u540e\u53f0\u8fd0\u884c<\/strong>\uff0c\u4ece\u800c\u5728\u5173\u95ed\u6d4f\u89c8\u5668\u6216\u65ad\u5f00\u8fde\u63a5\u540e\u4ecd\u4fdd\u6301\u7a0b\u5e8f\u7ee7\u7eed\u6267\u884c\u3002\u5305\u62ecTerminal \u4e5f\u662f\u9700\u8981\u642d\u914dscreen \u624d\u80fd\u4e00\u76f4\u8fd0\u884c \u9ed8\u8ba4\u4e0d\u5177\u5907\u81ea\u52a8\u540e\u53f0\u7684\u529f\u80fd<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd0d \u5173\u952e\u7ed3\u8bba\uff1a<\/h2>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\"><strong>\u4ea4\u4e92\u5f0f\u4ee3\u7801\uff08\u5982 Console \u4e2d\u8fd0\u884c\u7684\uff09<\/strong>\uff1a\u76f4\u63a5\u8fd0\u884c\u7684\u4ee3\u7801\uff08\u4f8b\u5982 <code>plot(...)<\/code> \u6216 <code>long_running_function()<\/code>\uff09<strong>\u4f1a\u5728\u4f60\u5173\u95ed\u6d4f\u89c8\u5668\u65f6\u88ab\u7ec8\u6b62<\/strong>\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f9d\u8d56\u5f53\u524d R \u4f1a\u8bdd\u3002<\/li>\n\n\n\n<li><strong>\u975e\u4ea4\u4e92\u5f0f\u540e\u53f0\u8fd0\u884c\uff1a\u4f60\u9700\u8981\u4f7f\u7528\u7279\u6b8a\u65b9\u5f0f\u63d0\u4ea4\u4efb\u52a1<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u2705 \u89e3\u51b3\u65b9\u6848\uff08\u63a8\u8350\u4f7f\u7528 <code>nohup<\/code> \u6216 <code>screen\/tmux<\/code>\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u65b9\u6cd51\uff1a\u4f7f\u7528 <code>nohup Rscript<\/code>\uff08\u6700\u7b80\u5355\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># 1. \u5199\u4e00\u4e2a .R \u811a\u672c\uff0c\u6bd4\u5982 my_script.R\uff1a\n# my_script.R\nSys.sleep(3600)  # \u5047\u8bbe\u4f60\u9700\u8981\u8fd0\u884c1\u5c0f\u65f6\nwrite(\"\u4efb\u52a1\u5b8c\u6210\", file = \"done.txt\")\n# 2. \u5728 RStudio Server \u7684 Terminal \u4e2d\u8fd0\u884c\uff1a\nnohup Rscript my_script.R &gt; output.log 2&gt;&amp;1 &amp;\n\n\u8fd9\u4f1a\u5c06\u4efb\u52a1\u653e\u5165\u540e\u53f0\uff0c\u5373\u4f7f\u4f60\u5173\u95ed\u6d4f\u89c8\u5668\u4e5f\u4f1a\u7ee7\u7eed\u8fd0\u884c\u3002<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u65b9\u6cd52\uff1a\u4f7f\u7528 <code>screen<\/code> \u6216 <code>tmux<\/code><\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u8fd9\u9002\u5408\u4f60\u8981\u8fd0\u884c\u4ea4\u4e92\u5f0f\u4efb\u52a1\uff08\u6bd4\u5982\u8c03\u8bd5\u6216\u624b\u52a8\u64cd\u4f5c\uff09\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>screen -S myjob\nR\nsource(\"my_script.R\")\n# \u8fd0\u884c\u4e2d\u65f6\uff0c\u6309 Ctrl+A \u7136\u540e\u6309 D \u53ef\u4ee5\u65ad\u5f00 screen\n# \u4e4b\u540e\u53ef\u4ee5\u7528 screen -r myjob \u6062\u590d<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u65b9\u6cd53\uff1a\u4f7f\u7528 <code>future<\/code> \u5305\u540e\u53f0\u5f02\u6b65\u6267\u884c<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u5728 R \u5185\u90e8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>library(future)\nplan(multisession)\nfuture({\n  # \u4f60\u7684\u8017\u65f6\u4efb\u52a1\n  Sys.sleep(3600)\n  write(\"\u5b8c\u6210\", file = \"done.txt\")\n})<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u4f46\u6ce8\u610f\uff1a<strong>\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u4f9d\u8d56\u5f53\u524d R \u4f1a\u8bdd\uff0c\u4e0d\u80fd\u5173\u95ed\u6d4f\u89c8\u5668\u6216\u65ad\u7ebf<\/strong>\u3002\u66f4\u63a8\u8350\u4f7f\u7528\u524d\u4e24\u79cd Linux \u5c42\u7684\u540e\u53f0\u65b9\u5f0f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udeab \u4e0d\u63a8\u8350\u7684\u65b9\u6cd5<\/h2>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\"><strong>\u5728 Console \u4e2d\u76f4\u63a5\u8fd0\u884c <code>source(\"my_script.R\")<\/code><\/strong>\uff1a\u6d4f\u89c8\u5668\u4e00\u5173\u95ed\uff0c\u4efb\u52a1\u5c31\u4f1a\u4e2d\u65ad\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong>R Markdown \u4e2d\u8fd0\u884c\u8017\u65f6\u4ee3\u7801<\/strong>\uff1a\u4e5f\u4f1a\u5728 session \u4e2d\u65ad\u65f6\u5931\u8d25\uff0c\u9664\u975e\u4f7f\u7528 <code>nohup<\/code> + <code>rmarkdown::render()<\/code> \u65b9\u5f0f\u540e\u53f0\u8fd0\u884c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"has-vivid-red-color has-white-background-color has-text-color has-background has-medium-font-size\">Q2: <strong><strong>\u5982\u4f55\u5904\u7406\u5982\u4e0b\u9519\u8bef\uff1f<\/strong><br><code>Error: Status code 502 returned by RStudio Server when executing 'console_input'<\/code> \u6216crash\u76f8\u5173\u5b57\u6837<br>\u8be5\u9519\u8bef\u901a\u5e38\u5728\u63d0\u4ea4\u4ee3\u7801\u4e00\u6bb5\u65f6\u95f4\u540e\u51fa\u73b0\uff0c\u6216\u4efb\u52a1\u8fd0\u884c\u5230\u4e00\u534a\u65f6 RStudio \u9875\u9762\u7a81\u7136\u5361\u4f4f\u3001\u65ad\u5f00\u8fde\u63a5\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u53ef\u80fd\u539f\u56e0<\/th><th>\u8bf4\u660e<\/th><\/tr><\/thead><tbody><tr><td>\u26d4 \u8fd0\u884c\u8d85\u5927\u4efb\u52a1<\/td><td>\u5185\u5b58\u7206\u4e86\u3001CPU\u5360\u6ee1\uff0cR \u88ab\u7cfb\u7edf\u5f3a\u6740\uff08\u5982 OOM\uff09<\/td><\/tr><tr><td>\ud83d\udd04 \u4f1a\u8bdd\u51b2\u7a81\u5d29\u6e83<\/td><td>RStudio Server \u7531\u4e8eplot\u6216\u4ee3\u7801\u95ee\u9898\u5d29\u6e83<\/td><\/tr><tr><td>\u274c \u6d4f\u89c8\u5668\u5173\u95ed\u3001\u4efb\u52a1\u672a\u540e\u53f0\u8fd0\u884c<\/td><td>\u4f60\u5173\u95ed\u6d4f\u89c8\u5668\u5bfc\u81f4\u4efb\u52a1\u4e2d\u65ad\uff0c\u672a\u4f7f\u7528 <code>nohup<\/code> \u7b49\u540e\u53f0\u673a\u5236<\/td><\/tr><tr><td>\ud83d\udca3 R \u5305\u6216\u4ee3\u7801\u5f02\u5e38<\/td><td>\u67d0\u4e9b\u5305\u6216\u51fd\u6570\u5f15\u53d1 segmentation fault\uff08\u5d29\u6e83\uff09<\/td><\/tr><tr><td>\ud83d\udd0c \u7f51\u7edc\u95ee\u9898<\/td><td>\u4e0e\u670d\u52a1\u5668\u901a\u4fe1\u4e2d\u65ad\uff08\u5982\u8fdc\u7a0b\u8fde\u63a5\u4e0d\u7a33\u5b9a\uff09VPN\u7b49<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 1. <strong>\u786e\u8ba4\u662f\u5426\u53ea\u662f\u4f1a\u8bdd\u4e2d\u65ad<\/strong><\/h3>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u5728\u9875\u9762\u5237\u65b0\u540e\u5982\u679c\u8fd8\u80fd\u770b\u5230\u9879\u76ee\u6587\u4ef6\uff0c\u5c31\u8bf4\u660e\u53ea\u662f R \u4f1a\u8bdd\u6302\u4e86\uff1b<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u70b9\u51fb \u201cSession\u201d \u2192 \u201cRestart R\u201d \u53ef\u91cd\u542f R \u4f1a\u8bdd\uff0c\u91cd\u65b0\u8fdb\u5165\u5de5\u4f5c\u72b6\u6001\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\">\u6216<a href=\"#\u65b9\u6cd51\">\u65b9\u6cd51<\/a> \u8fdb\u884c\u6e05\u7406\u7f13\u5b58(<a href=\"#\u65b9\u6cd51\">\u70b9\u51fb\u53ef\u8df3\u8f6c<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 2. <strong>\u5927\u4efb\u52a1\u6539\u7528\u540e\u53f0\u6267\u884c<\/strong><\/h3>\n\n\n\n<ul>\n<li class=\"has-medium-font-size\">\u5c06\u4efb\u52a1\u5199\u4e3a\u811a\u672c\u7528 <code>nohup<\/code> \u6267\u884c\uff1a <code>nohup Rscript my_script.R &gt; out.log 2&gt;&amp;1 &amp;<\/code><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 <strong>3. \u8054\u7cfb\u7ba1\u7406\u5458\u53cd\u9988(\u5728\u5fae\u4fe1\u552e\u540e\u7fa4\u4e2d\u53cd\u9988\u5373\u53ef)<\/strong><\/h3>\n\n\n\n<h2 class=\"wp-block-heading has-medium-font-size\">\u2705 \u5c0f\u7ed3\u4e00\u53e5\u8bdd<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p class=\"has-medium-font-size\"><strong>502 \u9519\u8bef\u8bf4\u660e\u4f60\u7684 R \u4f1a\u8bdd\u5df2\u65ad\u5f00\u6216\u5d29\u6e83\uff0c\u901a\u5e38\u662f\u56e0\u4e3a\u8d44\u6e90\u8017\u5c3d\u6216\u4efb\u52a1\u6ca1\u653e\u540e\u53f0\u8fd0\u884c\u3002\u89e3\u51b3\u65b9\u6cd5\u662f\u7528\u811a\u672c\u914d\u5408 nohup \u540e\u53f0\u6267\u884c\uff0c\u67e5\u770b\u65e5\u5fd7\u5b9a\u4f4d\u95ee\u9898\uff0c\u4f18\u5316\u4efb\u52a1\u8fd0\u884c\u3002\u751f\u4fe1\u5206\u6790\u672c\u6765\u5c31\u4e0d\u6613\uff0c\u4e00\u6b65\u6b65\u6392\u67e5\u5c31\u597d\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-center has-vivid-cyan-blue-color has-white-background-color has-text-color has-background has-large-font-size\"><strong>\u670d\u52a1\u5668\u53carstudio\u4f7f\u7528\u5e38\u89c1\u95ee\u9898\u53ca\u7b54\u6848:<\/strong><\/p>\n\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q1: <\/p>\n\n\n\n<p class=\"has-medium-font-size\">ideasError in (function (A, nv = 5, nu = nv, maxit = 1000, work = nv + 7, reorth = TRUE, : \u7a0b\u5e8f\u5305\u2018as_cholmod_sparse\u2019\u4e0d\u63d0\u4f9b\u2018Matrix\u2019\u8fd9\u6837\u7684\u51fd\u6570<br>A1:<br>GPT\u53ef\u80fd\u4f1a\u8bef\u62a5 \u63d0\u793aMatrix\u7248\u672c\u9700\u8981\u964d\u4f4e \u4f46\u662fmonocle3\u5e76\u65e0\u5f3a\u5236\u8981\u6c42  \u5b9e\u9645\u5219\u4e3a\u8fd9\u5305\u8d77\u5230\u7684\u6865\u6881\u4f5c\u7528\u5931\u6548 \u76f4\u63a5\u91cd\u88c5\u5373\u53ef<br><code>install.packages(\"irlba\", type=\"source\")<\/code><\/p>\n\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q2:<br>rstudio \u5728\u7ed8\u56fe\u8c03\u7528plot\u65f6 \u75af\u72c2\u5d29\u6e83 plot\u4e00\u4e0b\u5c31\u5d29\u6e83\u4e86 \u663e\u793acrash\u7b49\u5b57\u6837 \u6309\u7167\u4e0b\u56fe\u4fee\u6539\u5373\u53ef<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u5fae\u4fe1\u56fe\u7247_20250805095800_6.png?resize=640%2C466\" alt=\"\" class=\"wp-image-62141\" width=\"640\" height=\"466\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u5fae\u4fe1\u56fe\u7247_20250805095800_6.png?w=905 905w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u5fae\u4fe1\u56fe\u7247_20250805095800_6.png?resize=300%2C218 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u5fae\u4fe1\u56fe\u7247_20250805095800_6.png?resize=768%2C558 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u5fae\u4fe1\u56fe\u7247_20250805095800_6.png?resize=600%2C436 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q3:<br>xshell\u6bcf\u6b21\u53f3\u952e\u590d\u5236\u5f88\u8ba8\u538c \u70b9\u6765\u70b9\u53bb  \u63a8\u8350\u4fee\u6539\u6b64\u5904\u8bbe\u7f6e \u4e0a\u65b9\u9ec4\u8272\u53ca\u4e0b\u65b9\u7ea2\u8272\u6846<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image.png?resize=640%2C466\" alt=\"\" class=\"wp-image-62144\" width=\"640\" height=\"466\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q4:<br>rstudio\u4e0a\u5185\u5b58\u7edf\u8ba1\u56fe\u4ee3\u8868\u4ec0\u4e48?<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=256%2C181\" alt=\"\" class=\"wp-image-62145\" width=\"256\" height=\"181\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=1024%2C725 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=300%2C212 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=768%2C544 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=1536%2C1087 1536w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?resize=600%2C425 600w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?w=1687 1687w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/dc010f7c160ca7f09bcff5052f4ed41c.png?w=1280 1280w\" sizes=\"(max-width: 256px) 100vw, 256px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q5:<br>\u600e\u4e48\u4fee\u6539R\u5305\u7248\u672c? \u4e3a\u4ec0\u4e48\u4fee\u6539\u540e\u6ca1\u6709\u6548\u679c?<br>\u4f17\u6240\u5468\u77e5 R\u662f\u4f1a\u8bdd\u578b\u8bed\u8a00 \u6bcf\u6b21\u52a0\u8f7d\u7684\u5185\u5bb9\u90fd\u9700\u8981\u901a\u8fc7\u91cd\u542fR\u624d\u80fd\u6e05\u7406\u6389<br>\u90a3\u4e48\u4e3e\u4f8b\u5b50 \u6211\u4eec\u53bb\u5207\u6362SeuratV4\u548cSeuratV5<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u9ed8\u8ba4\u7248\u672c\u5982\u4e3aV4 \u6211\u4eec\u5219\u76f4\u63a5\u6267\u884c\u4e0b\u9762\u4e09\u884c\u5b89\u88c5V5\u7684\u5305 (\u79df\u7528\u670d\u52a1\u5668\u540e \u5728\u670d\u52a1\u5668\u5185\u53ef\u76f4\u63a5\u4f7f\u7528)<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V5\/Matrix_1.6-5.tar.gz\", repos = NULL, type = \"source\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V5\/SeuratObject_5.0.2.tar.gz\", repos = NULL, type = \"source\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V5\/Seurat_5.1.0.tar.gz\", repos = NULL, type = \"source\")<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u9ed8\u8ba4\u7248\u672c\u5982\u4e3aV5 \u6211\u4eec\u5219\u76f4\u63a5\u6267\u884c\u4e0b\u9762\u4e09\u884c\u5b89\u88c5V4\u7684\u5305 <\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V4\/Matrix_1.6-1.1.tar.gz\", repos = NULL, type = \"source\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V4\/SeuratObject_4.1.4.tar.gz\", repos = NULL, type = \"source\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V4\/Seurat_4.4.0.tar.gz\", repos = NULL, type = \"source\")\n# seurat-data\u4e5f\u8981\u6539\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/V4\/seurat-data_v0.2.1.tar.gz\", repos = NULL, type = \"source\")<\/code><\/pre>\n\n\n\n<p class=\"has-vivid-purple-color has-text-color has-medium-font-size\">\u5207\u6362\u7248\u672c\u5982\u679c\u8fd8\u662f\u7206\u7c97  \u4f46\u662f\u4e5f\u6e05\u7f13\u5b58\u4e86   \u90a3\u4e48\u9700\u8981\u91cd\u88c5\u4e00\u4e0b\u8fd9\u4e2a\u5305<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/Seurat\/igraph_1.3.5.tar.gz\", repos = NULL, type = \"source\")<\/code><\/pre>\n\n\n\n<p class=\"has-white-color has-luminous-vivid-orange-background-color has-text-color has-background has-medium-font-size\">\u63a5\u4e0b\u6765\u662f\u91cd\u70b9  \u6211\u4eec\u5fc5\u987b\u6267\u884c\u6e05\u7406\u7f13\u5b58<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"640\" height=\"359\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?resize=640%2C359\" alt=\"\" class=\"wp-image-62150\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?resize=1024%2C575 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?resize=300%2C169 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?resize=768%2C432 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?resize=600%2C337 600w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?w=1331 1331w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/image-1.png?w=1280 1280w\" sizes=\"(max-width: 640px) 100vw, 640px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q6:<br>conda\u5b89\u88c5\u8f6f\u4ef6\u603b\u662f\u5931\u8d25<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># \u6267\u884c\u5b89\u88c5 fastqc \nconda install fastqc\nChannels:\n - defaults\n - conda-forge\nPlatform: linux-64\nCollecting package metadata (repodata.json): done\nSolving environment: failed\n\nPackagesNotFoundError: The following packages are not available from current channels:\n\n  - fastqc\n\nCurrent channels:\n\n  - defaults\n  - https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/conda-forge\n\nTo search for alternate channels that may provide the conda package you're\nlooking for, navigate to\n\n    https:&#47;&#47;anaconda.org\n\nand use the search bar at the<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u539f\u56e0\u662f\u6ca1\u6709\u6dfb\u52a0\u9ed8\u8ba4\u901a\u9053 \u9700\u8981\u624b\u52a8\u6307\u5b9a\u5bf9\u5e94\u7684\u901a\u9053 \u53ef\u4ee5\u53c2\u8003\u5982\u4e0b\u56fe\u7684\u67e5\u627e\u65b9\u5f0f<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>conda install -c bioconda fastqc\n# \u6216\u4f7f\u7528mamba\u5305\u7ba1\u7406\u5668\u901f\u5ea6\u66f4\u5feb\nmamba install -c bioconda fastqc<\/code><\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=512%2C317\" alt=\"\" class=\"wp-image-62166\" width=\"512\" height=\"317\" srcset=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=1024%2C633 1024w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=300%2C185 300w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=768%2C475 768w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=1536%2C950 1536w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=2048%2C1266 2048w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?resize=600%2C371 600w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?w=1280 1280w, https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2025\/08\/\u4f01\u4e1a\u5fae\u4fe1\u622a\u56fe_17551568059254.png?w=1920 1920w\" sizes=\"(max-width: 512px) 100vw, 512px\" data-recalc-dims=\"1\" \/><\/figure><\/div>\n\n\n<p class=\"has-vivid-green-cyan-background-color has-background has-medium-font-size\">Q7:<br>R seurat\u7ed8\u56fe\u62a5\u9519<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>DimPlot(\u5bf9\u5e94\u53c2\u6570)\nError in Ops.data.frame(guide_loc, panel_loc) :\n  \u2018==\u2019 only defined for equally-sized data frames\n# \u67e5\u4e86\u5f88\u957f\u65f6\u95f4 \u662f\u4e00\u4e2a\u5f88\u5947\u602a\u7684\u95ee\u9898 ai\u4f1a\u53cd\u9988\u8bf4\u662f\u6570\u636e\u6709\u95ee\u9898  \u4f46\u662f\u6838\u67e5\u6240\u6709\u6570\u636e \u53d1\u73b0\u5565\u95ee\u9898\u4e5f\u6ca1\u6709 \u6700\u7ec8\u53d1\u73b0\u662f\u4e24\u4e2a\u5305\u6ca1\u88c5\u597d\ninstall.packages(\"ggplot2\")\ninstall.packages(\"patchwork\")<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u62d3\u5c55<br>Seurat \u5e38\u89c1\u62a5\u9519\u53ca\u89e3\u51b3\u65b9\u6848<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. <code>\u2018==\u2019 only defined for equally-sized data frames<\/code><\/h3>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u539f\u56e0<\/strong><br><code>group.by<\/code> \u6307\u5b9a\u7684\u5206\u7ec4\u53d8\u91cf\u4e0e\u7ec6\u80de\u6570\u4e0d\u4e00\u81f4\uff0c\u6216\u5305\u542b NA \u503c\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># \u68c0\u67e5\u5206\u7ec4\u4fe1\u606f\ntable(sce2$Group)\n# \u786e\u8ba4\u7ec6\u80de\u6570\u4e00\u81f4\nnrow(sce2@meta.data)<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u786e\u4fdd <code>sce2$Group<\/code> \u4e0e <code>sce2<\/code> \u4e2d\u7ec6\u80de\u6570\u91cf\u4e00\u81f4\u4e14\u65e0\u7f3a\u5931\u503c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. <code>Cannot find 'reduction'<\/code><\/h3>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u539f\u56e0<\/strong><br>\u5728 <code>DimPlot<\/code>\u3001<code>FeaturePlot<\/code> \u6216 <code>FindNeighbors<\/code> \u7b49\u51fd\u6570\u4e2d\u6307\u5b9a\u7684\u964d\u7ef4\u65b9\u6cd5\u672a\u5728\u5bf9\u8c61\u4e2d\u627e\u5230\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Reductions(sce2)<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u67e5\u770b\u53ef\u7528\u7684\u964d\u7ef4\u7ed3\u679c\uff08\u5982 &#8220;pca&#8221;, &#8220;umap&#8221;, &#8220;tsne&#8221;\uff09\uff0c\u786e\u8ba4\u53c2\u6570 <code>reduction<\/code> \u586b\u5199\u6b63\u786e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. <code>FeaturePlot<\/code> \u62a5\u9519\uff1a\u627e\u4e0d\u5230\u57fa\u56e0<\/h3>\n\n\n\n<p><strong>\u539f\u56e0<\/strong><br>\u8f93\u5165\u7684\u57fa\u56e0\u540d\u79f0\u4e0d\u5728\u5bf9\u8c61\u7684 <code>rownames<\/code> \u4e2d\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>gene &lt;- \"CD3D\"\ngene %in% rownames(sce2)<\/code><\/pre>\n\n\n\n<p>\u5982\u679c\u4e0d\u5b58\u5728\uff0c\u786e\u8ba4\u662f\u5426\u9700\u8981\u8f6c\u6210\u5927\u5199\/\u5c0f\u5199\uff0c\u6216\u68c0\u67e5\u6ce8\u91ca\u6587\u4ef6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. <code>FindMarkers<\/code> \u62a5\u9519\uff1a\u65e0\u5bf9\u6bd4\u7ec4<\/h3>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u539f\u56e0<\/strong><br>\u6307\u5b9a\u7684\u5206\u7ec4\u4e0d\u5b58\u5728\u6216\u5206\u7ec4\u53d8\u91cf\u5199\u9519\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code>levels(sce2$Group)<\/code><\/pre>\n\n\n\n<p>\u786e\u4fdd\u6bd4\u8f83\u7ec4\u540d\u79f0\u6b63\u786e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. <code>VlnPlot<\/code> \u62a5\u9519\uff1a\u627e\u4e0d\u5230\u7279\u5f81<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">\u4e0e FeaturePlot \u7c7b\u4f3c\uff0c\u5148\u68c0\u67e5\u57fa\u56e0\u662f\u5426\u5b58\u5728<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>6.  \u5728\u964d\u7ea7seurat\u5305\u4e4b\u540e \u4f1a\u51fa\u73b0 ****\u4e0d\u63d0\u4f9b&#8217;Matrix&#8217;\u8fd9\u6837\u7684\u51fd\u6570****<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p class=\"has-medium-font-size\">irlba::irlba(m, nv = 2)<br>\u9519\u8bef\u4e8eirlba::irlba(m, nv = 2):<br>\u7a0b\u5e8f\u5305&#8217;sexp_as_cholmod_sparse&#8217;\u4e0d\u63d0\u4f9b&#8217;Matrix&#8217;\u8fd9\u6837\u7684\u51fd\u6570<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># \u793a\u4f8b\u4ee3\u7801\n# \u52a0\u8f7d\u5305\nlibrary(Matrix)\nlibrary(irlba)\n\n# \u6784\u9020\u4e00\u4e2a\u7a00\u758f\u77e9\u9635\nset.seed(123)\nm &lt;- rsparsematrix(1000, 100, density = 0.01)\n\n# \u8c03\u7528 irlba \u5206\u89e3\nirlba::irlba(m, nv = 2)<\/code><\/pre>\n\n\n\n<p class=\"has-medium-font-size\">\u8fd9\u4e2a\u662f\u7531\u4e8e\u63a5\u53e3\u5305\u4f1a\u7f13\u5b58\u6216\u4e0d\u80fd\u81ea\u52a8\u9002\u914d\u65b0\u8001\u63a5\u53e3 \u91cd\u65b0\u5b89\u88c5\u5339\u914d\u63a5\u53e3\u5305\u5373\u53ef<\/p>\n\n\n\n<pre class=\"wp-block-code has-medium-font-size\"><code># \u8fd9\u4e2a\u4e5f\u4f1a\u7f13\u5b58\u90e8\u5206\u63a5\u53e3\u4fe1\u606f  \u4e5f\u8981\u6539\ninstall.packages(\"irlba\")<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u666e\u901a\u7528\u6237\u600e\u4e48\u5b89\u88c5\u8f6f\u4ef6\u5305?<\/h2>\n\n\n\n<ol>\n<li>\u538b\u7f29\u5305 \u76f4\u63a5\u89e3\u538b\u5373\u53ef<\/li>\n\n\n\n<li>deb\u5305<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 \u89e3\u538b deb \u5305\u5230\u7528\u6237\u76ee\u5f55<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>dpkg-deb -x mega-cc_11.0.13-1_amd64.deb mega\/ <\/code><\/pre>\n\n\n\n<ul>\n<li><code>-x<\/code> \u4f1a\u628a\u5305\u5185\u5bb9\u89e3\u538b\u5230 <code>mega\/<\/code> \u76ee\u5f55\u4e0b\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5\u6587\u4ef6\u901a\u5e38\u5728\uff1a\n<ul>\n<li>\u53ef\u6267\u884c\u6587\u4ef6\uff1a<code>mega\/usr\/bin\/<\/code><\/li>\n\n\n\n<li>\u5e93\u6587\u4ef6\uff1a<code>mega\/usr\/lib\/<\/code><br>\u5177\u4f53\u8def\u5f84\u6839\u636e\u5305\u5185\u5bb9\u53ef\u80fd\u4e0d\u540c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u8bbe\u7f6e PATH\uff08\u4e34\u65f6\uff09<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>export PATH=$HOME\/tools\/mega\/usr\/bin:$PATH<\/code><\/pre>\n\n\n\n<ul>\n<li>\u8fd9\u6837\u53ef\u4ee5\u76f4\u63a5\u5728\u5f53\u524d shell \u4f7f\u7528 <code>mega-cmd<\/code> \u6216\u5176\u4ed6\u53ef\u6267\u884c\u6587\u4ef6\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>mega-cmd --version<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u8bbe\u7f6e PATH\uff08\u6c38\u4e45) \u5982\u679c\u60f3\u6bcf\u6b21\u767b\u5f55\u90fd\u80fd\u4f7f\u7528\uff1a<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>echo 'export PATH=$HOME\/tools\/mega\/usr\/bin:$PATH' &gt;&gt; ~\/.bashrc\nsource ~\/.bashrc<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4\ufe0f\u20e3 \u6ce8\u610f\u4e8b\u9879<\/h3>\n\n\n\n<ul>\n<li>\u4f9d\u8d56\uff1a\u5982\u679c\u5305\u4f9d\u8d56\u7cfb\u7edf\u5e93\uff0c\u53ef\u80fd\u9700\u8981\u4f60\u624b\u52a8\u5b89\u88c5\uff08\u6216\u653e\u5728 <code>LD_LIBRARY_PATH<\/code>\uff09\u3002<\/li>\n\n\n\n<li>\u6587\u4ef6\u4f4d\u7f6e\uff1a\u975e root \u5b89\u88c5\u7684\u53ef\u6267\u884c\u6587\u4ef6\u90fd\u5728 <code>mega\/usr\/bin\/<\/code> \u4e0b\uff0c\u9700\u8981 PATH \u6307\u5411\u5b83\u3002<\/li>\n\n\n\n<li>\u5378\u8f7d\uff1a\u76f4\u63a5\u5220\u9664 <code>mega\/<\/code> \u76ee\u5f55\u5373\u53ef\u3002<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-center\">\u5927R\u5305\u5b89\u88c5<\/h1>\n\n\n\n<pre class=\"wp-block-code\"><code>install.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/SNPlocs.Hsapiens.dbSNP155.GRCh38_0.99.24.tar.gz\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/BSgenome.Hsapiens.NCBI.GRCh38_1.3.1000.tar.gz\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/BSgenome.Hsapiens.UCSC.hg19_1.4.3.tar.gz\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/SNPlocs.Hsapiens.dbSNP155.GRCh37_0.99.24.tar.gz\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/SNPlocs.Hsapiens.dbSNP144.GRCh37_0.99.20.tar.gz\")\ninstall.packages(\"http:\/\/iyun70.com:8011\/softs\/Rpackages\/BSgenome.Mmusculus.UCSC.mm39_1.4.3.tar.gz\")<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcd6 \u63a8\u8350\u9605\u8bfb\u6559\u7a0b\uff1a\u5fae\u4fe1\u516c\u4f17\u53f7 &#8211; \u670d\u52a1\u5668\u4f7f\u7528\u6559\u7a0b &#8211; (xshell, filezil [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":true,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/16822"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16822"}],"version-history":[{"count":167,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/16822\/revisions"}],"predecessor-version":[{"id":64468,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/16822\/revisions\/64468"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16822"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}