{"id":66483,"date":"2026-11-15T19:30:00","date_gmt":"2026-11-15T11:30:00","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=66483"},"modified":"2026-11-15T14:01:10","modified_gmt":"2026-11-15T06:01:10","slug":"rental-q011-b","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/rental-q011-b\/","title":{"rendered":"\u5c06\u5927\u5bf9\u8c61\u5206\u6790\u8fc1\u79fb\u5230\u5927\u5185\u5b58R\u73af\u5883\u5e76\u8bb0\u5f55\u5cf0\u503c"},"content":{"rendered":"<p><!-- ysx-rental-campaign:rental-tutorials-400-20261114 article:rental_q011_b --><\/p>\n<div class=\"ysx-rental-tutorial\">\n<figure class=\"ysx-tutorial-figure\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/rental_q011_b-poster-1.png?resize=1200%2C720&#038;ssl=1\" alt=\"\u5927\u5185\u5b58R\u4efb\u52a1\u600e\u6837\u8fc1\u5230\u670d\u52a1\u5668\uff1a\u4ea4\u4ed8\u811a\u672c\u3001\u4f9d\u8d56\u4e0e\u6837\u4f8b\uff1b\u6838\u5bf9\u6587\u4ef6\u6821\u9a8c\u503c\u548c\u8def\u5f84\uff1b\u8dd1\u5230\u539f\u5931\u8d25\u9636\u6bb5\u5e76\u9a8c\u6536\uff1b\u786e\u8ba4\u8d44\u6e90\u3001\u65e5\u5fd7\u4e0e\u5230\u671f\u8fc1\u51fa\" width=\"1200\" height=\"720\" loading=\"lazy\"><figcaption>\u672c\u6587\u64cd\u4f5c\u4e0e\u68c0\u67e5\u8def\u5f84\u793a\u610f\u3002<\/figcaption><\/figure>\n<p>\u628a\u5927R\u4efb\u52a1\u8fc1\u5230\u670d\u52a1\u5668\uff0c\u9700\u8981\u4e00\u8d77\u4ea4\u63a5\u811a\u672c\u3001\u4f9d\u8d56\u3001\u8f93\u5165\u548c\u9a8c\u6536\u89c4\u5219\u3002\u4ec5\u4e0a\u4f20RDS\u5e76\u6253\u5f00RStudio\uff0c\u4e0d\u80fd\u8bc1\u660e\u6574\u6761\u6d41\u7a0b\u53ef\u7528\u3002\u4e0b\u9762\u6309\u73af\u5883\u68c0\u67e5\u3001\u6837\u4f8b\u8fd0\u884c\u548c\u539f\u74f6\u9888\u590d\u73b0\u4e09\u4e2a\u9636\u6bb5\u64cd\u4f5c\u3002<\/p>\n<h2>\u628a\u672c\u5730\u9879\u76ee\u6574\u7406\u6210\u53ef\u4ee5\u4ea4\u63a5\u7684\u6700\u5c0f\u5355\u5143<\/h2>\n<p>\u627e\u51fa\u5165\u53e3\u811a\u672c\u3001\u53c2\u6570\u548c\u5916\u90e8\u53c2\u8003\uff0c\u8bb0\u5f55R\u4e0e\u5305\u7248\u672c\u3002\u4e0d\u8981\u53ea\u4ea4\u4fdd\u5b58\u4e86\u5168\u90e8\u4f1a\u8bdd\u53d8\u91cf\u7684\u5de5\u4f5c\u533a\u3002\u78c1\u76d8\u540e\u7aefRDS\u53ef\u80fd\u53ea\u662f\u5916\u90e8\u6570\u636e\u7684\u5f15\u7528\uff0c\u987b\u6309\u540e\u7aef\u8bf4\u660e\u8fc1\u79fb\u5b9e\u9645\u76ee\u5f55\uff1b\u4fdd\u7559\u4e00\u4e2a\u5df2\u6838\u5bf9\u8f93\u51fa\u7684\u5c0f\u6837\u4f8b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6750\u6599<\/th>\n<th>\u600e\u6837\u51c6\u5907<\/th>\n<th>\u4ea4\u63a5\u65f6\u600e\u6837\u9a8c\u6536<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5165\u53e3\u4e0e\u4f9d\u8d56<\/td>\n<td>\u5165\u53e3\u811a\u672c\u3001\u53c2\u6570\u8bf4\u660e\u3001sessionInfo\u8f93\u51fa<\/td>\n<td>\u5728\u65b0\u4f1a\u8bdd\u4e2d\u627e\u5230\u540c\u7248\u672c\u6216\u7ecf\u786e\u8ba4\u517c\u5bb9\u7248\u672c<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u5165\u4e0e\u53c2\u8003<\/td>\n<td>\u6587\u4ef6\u6e05\u5355\u3001\u4f53\u79ef\u3001\u6821\u9a8c\u503c\u3001\u76f8\u5bf9\u8def\u5f84<\/td>\n<td>\u670d\u52a1\u5668\u6821\u9a8c\u901a\u8fc7\u4e14\u811a\u672c\u80fd\u6309\u7ea6\u5b9a\u8def\u5f84\u8bfb\u53d6<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u8868\u6027\u6837\u4f8b<\/td>\n<td>\u53ef\u5206\u4eab\u7684\u5c0f\u8f93\u5165\u53ca\u5df2\u6838\u5bf9\u7684\u8f93\u51fa<\/td>\n<td>\u5173\u952e\u6837\u672c\u6807\u8bc6\u3001\u7ef4\u5ea6\u548c\u7edf\u8ba1\u7ed3\u679c\u7b26\u5408\u9884\u671f<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u91cf\u8fd0\u884c\u8981\u6c42<\/td>\n<td>\u622a\u6b62\u65f6\u95f4\u3001\u5e76\u53d1\u4eba\u6570\u3001\u5fc5\u8981\u4e2d\u95f4\u6587\u4ef6<\/td>\n<td>\u8d44\u6e90\u3001\u5de5\u4f5c\u76d8\u4e0e\u5230\u671f\u8fc1\u51fa\u8303\u56f4\u5199\u6e05\u695a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5148\u505a\u73af\u5883\u8bb0\u5f55\uff0c\u4e0d\u5728\u65b0\u670d\u52a1\u5668\u4e0a\u76f2\u76ee\u5347\u7ea7\u5305<\/h2>\n<p>\u4ee5\u4e0b\u4ee3\u7801\u751f\u6210\u73af\u5883\u6838\u5bf9\u6e05\u5355\uff0c\u4e0d\u4f1a\u81ea\u52a8\u6062\u590d\u5305\u3002\u5df2\u6709renv\u9501\u6587\u4ef6\u6216\u5bb9\u5668\u955c\u50cf\u65f6\u4e00\u5e76\u4fdd\u5b58\u3002\u8fc1\u79fb\u65f6\u5148\u4fdd\u6301\u7248\u672c\u4e00\u81f4\uff1b\u5347\u7ea7R\u3001Matrix\u6216Seurat\u5e94\u53e6\u505a\u9a8c\u8bc1\uff0c\u907f\u514d\u540c\u65f6\u6539\u53d8\u73af\u5883\u4e0e\u65b9\u6cd5\u3002<\/p>\n<pre><code class=\"language-r\">dir.create(&quot;handover&quot;, showWarnings = FALSE)\nwriteLines(capture.output(sessionInfo()), &quot;handover\/session-info.txt&quot;)\npkgs &lt;- installed.packages()[, c(&quot;Package&quot;, &quot;Version&quot;), drop = FALSE]\nwrite.table(pkgs, &quot;handover\/packages.tsv&quot;, sep = &quot;\t&quot;,\n            quote = FALSE, row.names = FALSE)\nwriteLines(getwd(), &quot;handover\/original-project-root.txt&quot;)<\/code><\/pre>\n<p>\u5728\u670d\u52a1\u5668\u7aef\u5148\u786e\u8ba4\u5de5\u4f5c\u76ee\u5f55\u4e0e\u53ef\u5199\u7a7a\u95f4\uff0c\u518d\u68c0\u67e5R\u672c\u8eab\u548c\u5fc5\u8981\u5305\u3002\u4ee5\u4e0bLinux\u547d\u4ee4\u4e2d\u7684\u6587\u4ef6\u8def\u5f84\u662f\u793a\u4f8b\u5e03\u5c40\uff0c\u987b\u66ff\u6362\u6210\u4f60\u5df2\u4e0a\u4f20\u7684\u9879\u76ee\u3002\u6821\u9a8c\u6587\u4ef6\u5e94\u5728\u4e0a\u4f20\u524d\u751f\u6210\u5e76\u968f\u8f93\u5165\u4e00\u8d77\u4f20\u8f93\uff1b\u4e0d\u8981\u5728\u635f\u574f\u6587\u4ef6\u4e0a\u91cd\u65b0\u751f\u6210\u6821\u9a8c\u503c\u540e\u5ba3\u79f0\u901a\u8fc7\u3002<\/p>\n<pre><code class=\"language-bash\">mkdir -p logs results\nRscript --version\nRscript --vanilla -e &#x27;sessionInfo()&#x27; &gt; logs\/server-session.txt\ndf -h .\nfree -h\n# \u5728\u4fdd\u5b58\u4e86\u4e0a\u4f20\u524dSHA256\u6e05\u5355\u7684\u76ee\u5f55\u6267\u884c\nsha256sum -c inputs.sha256<\/code><\/pre>\n<h2>\u7528\u5df2\u6709\u6837\u4f8b\u9a8c\u6536\u811a\u672c\uff0c\u4fdd\u7559\u6807\u51c6\u8f93\u51fa\u4e0e\u9000\u51fa\u7801<\/h2>\n<p>\u5148\u786e\u8ba4\u9879\u76ee\u7684\u5165\u53e3\u811a\u672c\u652f\u6301\u600e\u6837\u7684\u53c2\u6570\u3002\u4e0b\u9762\u4ee5\u201c\u7b2c\u4e00\u4e2a\u53c2\u6570\u4e3a\u8f93\u5165\u3001\u7b2c\u4e8c\u4e2a\u53c2\u6570\u4e3a\u72ec\u7acb\u8f93\u51fa\u76ee\u5f55\u201d\u7684\u73b0\u6709 <code>analysis.R<\/code> \u4e3a\u4f8b\uff1b\u5982\u679c\u4f60\u7684\u811a\u672c\u91c7\u7528\u914d\u7f6e\u6587\u4ef6\uff0c\u5e94\u4fdd\u7559\u539f\u6765\u7684\u8c03\u7528\u65b9\u5f0f\u3002\u5148\u8dd1\u5df2\u6838\u5bf9\u7684\u5c0f\u6837\u4f8b\uff0c\u4e0d\u8981\u76f4\u63a5\u628a\u5927\u4efb\u52a1\u5f53\u4f5c\u73af\u5883\u81ea\u68c0\u3002\u6837\u4f8b\u8f93\u51fa\u4e0e\u672c\u5730\u7ed3\u679c\u53ef\u505a\u7ef4\u5ea6\u3001\u6837\u672c\u987a\u5e8f\u3001\u7f3a\u5931\u6bd4\u4f8b\u548c\u5173\u952e\u7edf\u8ba1\u91cf\u6bd4\u8f83\uff0c\u6d6e\u70b9\u6570\u6bd4\u8f83\u9608\u503c\u9700\u6309\u5b9e\u9645\u65b9\u6cd5\u786e\u5b9a\u3002<\/p>\n<pre><code class=\"language-bash\"># \u793a\u4f8b\uff1aanalysis.R\u5df2\u5b58\u5728\u4e14\u53c2\u6570\u7ea6\u5b9a\u5df2\u786e\u8ba4\nmkdir -p results\/check01\n\/usr\/bin\/time -v -o logs\/check01.time.txt   Rscript --vanilla analysis.R inputs\/check.rds results\/check01   &gt; logs\/check01.stdout.txt 2&gt; logs\/check01.stderr.txt\nstatus=$?\nprintf &#x27;%s\\n&#x27; &quot;$status&quot; &gt; logs\/check01.exit-code.txt\ntest &quot;$status&quot; -eq 0<\/code><\/pre>\n<p>GNU time\u9700\u8981\u5728\u670d\u52a1\u5668\u4e0a\u53ef\u7528\u3002\u9000\u51fa\u7801\u4e3a\u96f6\u53ea\u662f\u5fc5\u8981\u6761\u4ef6\uff0c\u8fd8\u8981\u786e\u8ba4\u7ed3\u679c\u6587\u4ef6\u5b8c\u6574\u4e14\u4e0d\u662f\u7a7a\u8868\u3002\u82e5\u6837\u4f8b\u56e0\u8def\u5f84\u3001\u7cfb\u7edf\u5e93\u3001\u5b57\u4f53\u6216\u5305\u7248\u672c\u5931\u8d25\uff0c\u5e94\u4fee\u590d\u5bf9\u5e94\u73af\u5883\u518d\u9a8c\u6536\uff1b\u6362\u66f4\u5927\u5185\u5b58\u4e0d\u4f1a\u8865\u4e0a\u7f3a\u5931\u7684\u4f9d\u8d56\u3002\u8f93\u51fa\u76ee\u5f55\u6309\u6bcf\u6b21\u8fd0\u884c\u5206\u5f00\uff0c\u907f\u514d\u524d\u6b21\u6b8b\u7559\u6587\u4ef6\u88ab\u8bef\u8ba4\u6210\u8fd9\u6b21\u6210\u529f\u7684\u7ed3\u679c\u3002<\/p>\n<h2>\u8d44\u6e90\u8bd5\u8dd1\u8981\u8986\u76d6\u771f\u6b63\u5403\u5185\u5b58\u7684\u9636\u6bb5<\/h2>\n<p>\u4ee3\u8868\u4efb\u52a1\u8981\u8fd0\u884c\u5230\u539f\u5148\u5931\u8d25\u7684\u9636\u6bb5\uff0c\u5e76\u8bb0\u5f55\u8f93\u5165\u89c4\u6a21\u4e0e\u53c2\u6570\u3002GNU time\u53ef\u8bb0\u5f55\u8fdb\u7a0b\u8d44\u6e90\uff1b\u6709\u591a\u4e2aworker\u65f6\uff0c\u8fd8\u9700\u63a7\u5236\u7ec4\u6216\u8c03\u5ea6\u5668\u805a\u5408\u7edf\u8ba1\u3002\u4e0d\u80fd\u7528\u201cRDS\u8bfb\u5165\u6210\u529f\u201d\u6216\u5355\u8fdb\u7a0b\u5cf0\u503c\u9a8c\u6536\u6574\u6761\u5e76\u884c\u6d41\u7a0b\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8bd5\u8dd1\u7ed3\u679c<\/th>\n<th>\u4e0b\u4e00\u6b65<\/th>\n<th>\u8d44\u6e90\u5224\u65ad\u8fb9\u754c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5c0f\u6837\u4f8b\u5373\u7f3a\u5305\u6216\u627e\u4e0d\u5230\u6587\u4ef6<\/td>\n<td>\u4fee\u590d\u4f9d\u8d56\u3001\u8def\u5f84\u4e0e\u8f93\u5165\u4ea4\u4ed8<\/td>\n<td>\u5c1a\u4e0d\u80fd\u636e\u6b64\u9009\u5185\u5b58\u89c4\u683c<\/td>\n<\/tr>\n<tr>\n<td>\u539f\u5931\u8d25\u6b65\u9aa4\u5728\u4ee3\u8868\u8f93\u5165\u4e2d\u901a\u8fc7<\/td>\n<td>\u8bb0\u5f55\u5cf0\u503c\u3001\u8017\u65f6\u4e0e\u8f93\u51fa\u9a8c\u6536<\/td>\n<td>\u4e0d\u80fd\u53ea\u6309\u6587\u4ef6\u4f53\u79ef\u7ebf\u6027\u5916\u63a8\u5168\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u5e76\u53d1\u65f6\u5931\u8d25\u800c\u5355\u4efb\u52a1\u901a\u8fc7<\/td>\n<td>\u68c0\u67e5worker\u6570\u548c\u5176\u4ed6\u7ec4\u5458\u4efb\u52a1<\/td>\n<td>\u9700\u8981\u9884\u7b97\u540c\u65f6\u6d3b\u8dc3\u4efb\u52a1\u7684\u603b\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u91cf\u5fc5\u8981\u6b65\u9aa4\u4ecd\u8d85\u8fc7\u989d\u5ea6<\/td>\n<td>\u63d0\u4f9b\u65e5\u5fd7\u5e76\u8ba8\u8bba\u89c4\u683c\u4e0e\u5e76\u53d1\u8c03\u6574<\/td>\n<td>\u540c\u65f6\u6838\u5bf9\u5de5\u4f5c\u76d8\u4e0e\u4fdd\u7559\u5468\u671f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5728\u5f00\u5168\u91cf\u4e4b\u524d\u628a\u8fd0\u884c\u4e0e\u9000\u51fa\u7ea6\u5b9a\u5199\u6e05\u695a<\/h2>\n<p>\u5728README\u5199\u6e05\u5e76\u53d1\u3001\u65e5\u5fd7\u4f4d\u7f6e\u3001\u957f\u4efb\u52a1\u542f\u52a8\u65b9\u5f0f\u548c\u5f02\u5e38\u5904\u7406\u3002\u5230\u671f\u8fc1\u51fa\u9700\u63d0\u524d\u53d6\u56de\u7ed3\u679c\u3001\u73af\u5883\u6e05\u5355\u4e0e\u5173\u952e\u65e5\u5fd7\uff0c\u5e76\u5728\u63a5\u6536\u7aef\u6838\u5bf9\u6587\u4ef6\uff1b\u989d\u5916\u5907\u4efd\u526f\u672c\u8981\u53e6\u5916\u5b89\u6392\u3002<\/p>\n<p>\u9a8c\u6536\u5b8c\u6210\u540e\uff0c\u4fdd\u7559\u8f93\u5165\u6821\u9a8c\u3001\u5b8c\u6574\u547d\u4ee4\u3001\u9000\u51fa\u7801\u3001\u8d44\u6e90\u65e5\u5fd7\u53ca\u8f93\u51fa\u68c0\u67e5\u7ed3\u679c\u3002\u5168\u91cf\u8fd0\u884c\u82e5\u4ecd\u5931\u8d25\uff0c\u5148\u4e0e\u6837\u4f8b\u6bd4\u8f83\u8f93\u5165\u3001\u53c2\u6570\u548c\u989d\u5ea6\uff0c\u518d\u5b9a\u4f4d\u5dee\u5f02\uff1b\u4e0d\u8981\u53ea\u53cd\u590d\u589e\u52a0\u914d\u7f6e\u3002<\/p>\n<section class=\"ysx-rental-recommendation\">\n<h2>\u9700\u8981\u989d\u5916\u7b97\u529b\u65f6<\/h2>\n<p>\u9002\u7528\u524d\u63d0\uff1a\u6392\u9664\u65e0\u6548\u590d\u5236\u4e0e\u9650\u5236\u540e\u786e\u9700\u66f4\u591a\u7269\u7406\u5185\u5b58\u3002\u5982\u9700\u989d\u5916\u8d44\u6e90\uff0c\u53ef\u8bc4\u4f30\u5927\u5185\u5b58\u72ec\u4eabCPU\u670d\u52a1\u5668\u79df\u8d41\u3002\u54a8\u8be2\u65f6\u8bf4\u660e\u8f6f\u4ef6\u7248\u672c\u3001\u4efb\u52a1\u89c4\u6a21\u548c\u4f7f\u7528\u671f\u9650\uff0c\u914d\u7f6e\u4e0e\u652f\u6301\u8303\u56f4\u53e6\u884c\u786e\u8ba4\u3002<\/p>\n<details>\n<summary>\u54a8\u8be2\u672c\u4efb\u52a1\u7684\u670d\u52a1\u5668\u914d\u7f6e<\/summary>\n<p>    <section class=\"brtc-section\" id=\"rental-consultation\" aria-labelledby=\"brtc-title-66483\">\n    <h2 id=\"brtc-title-66483\">\u54a8\u8be2\u672c\u4efb\u52a1\u7684\u670d\u52a1\u5668\u914d\u7f6e<\/h2>\n    <p>\u7559\u4e0b\u624b\u673a\u53f7\uff0c\u6211\u4eec\u4f1a\u7ed3\u5408\u672c\u6587\u4efb\u52a1\u4e0e\u60a8\u6c9f\u901a\u670d\u52a1\u5668\u914d\u7f6e\u548c\u62a5\u4ef7\u3002<\/p>\n    <form class=\"brtc-form\" method=\"post\" action=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-admin\/admin-ajax.php\" data-article-key=\"rental_q011_b\">\n    <input type=\"hidden\" name=\"action\" value=\"brtc_submit\"><input type=\"hidden\" name=\"post_id\" value=\"66483\">\n    <input type=\"hidden\" name=\"article_key\" value=\"rental_q011_b\"><input type=\"hidden\" name=\"nonce\" value=\"64b833d4c2\">\n    <input type=\"hidden\" name=\"request_id\" value=\"80fb6ae16f9b99370a96be19216a8527\"><input type=\"hidden\" name=\"first_key\" value=\"rental_q011_b\">\n    <label>\u624b\u673a\u53f7<input name=\"phone\" type=\"tel\" inputmode=\"numeric\" autocomplete=\"tel-national\" minlength=\"11\" maxlength=\"11\" pattern=\"1[3-9][0-9]{9}\" required placeholder=\"\u8bf7\u8f93\u516511\u4f4d\u624b\u673a\u53f7\" title=\"\u8bf7\u8f93\u5165\u6709\u6548\u768411\u4f4d\u624b\u673a\u53f7\"><\/label>\n    <div class=\"brtc-honeypot\" aria-hidden=\"true\"><label>\u7f51\u7ad9<input name=\"website\" tabindex=\"-1\" autocomplete=\"off\"><\/label><\/div>\n    <label class=\"brtc-consent\"><input type=\"checkbox\" name=\"consent\" value=\"1\" required>\u6211\u540c\u610f\u901a\u8fc7\u6b64\u624b\u673a\u53f7\u8054\u7cfb\u6211\uff0c\u6c9f\u901a\u672c\u6b21\u670d\u52a1\u5668\u914d\u7f6e\u4e0e\u79df\u8d41\u9700\u6c42\u3002<\/label>\n    <button type=\"submit\">\u63d0\u4ea4\u54a8\u8be2<\/button><p class=\"brtc-status\" role=\"status\" aria-live=\"polite\"><\/p>\n    <\/form>\n    <p class=\"brtc-alternative\">\u4e5f\u53ef<a href=\"https:\/\/work.weixin.qq.com\/kfid\/kfcb05492f29d4d6064\" data-ysx-event=\"contact_click\">\u8054\u7cfb\u4e91\u751f\u4fe1\u4f01\u4e1a\u5fae\u4fe1\u5ba2\u670d<\/a>\uff0c\u8bf4\u660e\u672c\u6587\u4efb\u52a1\u3002<\/p>\n    <\/section>\n    <\/details>\n<\/section>\n<section class=\"ysx-tutorial-references\">\n<h2>\u53c2\u8003\u4e0e\u7248\u672c\u6838\u5bf9<\/h2>\n<ul>\n<li><a href=\"https:\/\/stat.ethz.ch\/R-manual\/R-devel\/library\/base\/html\/Memory.html\" target=\"_blank\" rel=\"noopener\">R\u5b98\u65b9\uff1a\u5de5\u4f5c\u533a\u5185\u5b58\u7ba1\u7406<\/a><\/li>\n<li><a href=\"https:\/\/manpages.debian.org\/bookworm\/time\/time.1.en.html\" target=\"_blank\" rel=\"noopener\">GNU time\u624b\u518c\uff08Debian\u5b98\u65b9\u53d1\u5e03\uff09<\/a><\/li>\n<li><a href=\"https:\/\/future.futureverse.org\/reference\/multisession.html\" target=\"_blank\" rel=\"noopener\">future\u5b98\u65b9\uff1a\u72ec\u7acbR\u4f1a\u8bdd\u5e76\u884c<\/a><\/li>\n<\/ul>\n<p>\u6309\u6587\u4e2d\u9002\u7528\u73af\u5883\u8fd0\u884c\uff0c\u6240\u7528\u7248\u672c\u4e0e\u53c2\u6570\u4ee5\u5b9e\u9645\u5b89\u88c5\u73af\u5883\u548c\u5bf9\u5e94\u5b98\u65b9\u6587\u6863\u4e3a\u51c6\u3002<\/p>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5c06\u5df2\u6709R\u9879\u76ee\u8fc1\u5230\u5927\u5185\u5b58\u73af\u5883\uff1a\u6574\u7406\u4f9d\u8d56\u3001\u6821\u9a8c\u8f93\u5165\u3001\u9a8c\u6536\u6837\u4f8b\u3001\u8bb0\u5f55\u771f\u5b9e\u8ba1\u7b97\u9636\u6bb5\u8d44\u6e90\uff0c\u5e76\u660e\u786e\u8fd0\u884c\u548c\u5230\u671f\u4ea4\u63a5\u3002<\/p>\n","protected":false},"author":1,"featured_media":66536,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[1,71,75],"tags":[551,156],"class_list":["post-66483","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-part","category-single-cell","category-compute-environment","tag-seuratr","tag-156"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/rental_q011_b-poster-1.png?fit=1200%2C720&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66483","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/comments?post=66483"}],"version-history":[{"count":2,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66483\/revisions"}],"predecessor-version":[{"id":67018,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66483\/revisions\/67018"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/66536"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=66483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=66483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=66483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}