{"id":66481,"date":"2026-11-15T19:15:00","date_gmt":"2026-11-15T11:15:00","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=66481"},"modified":"2026-11-15T14:01:10","modified_gmt":"2026-11-15T06:01:10","slug":"rental-q011-a","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/rental-q011-a\/","title":{"rendered":"\u4ece\u5bf9\u8c61\u5927\u5c0f\u3001\u4e34\u65f6\u590d\u5236\u548c\u53ef\u7528\u5185\u5b58\u5b9a\u4f4d\u5206\u914d\u5931\u8d25"},"content":{"rendered":"<p><!-- ysx-rental-campaign:rental-tutorials-400-20261114 article:rental_q011_a --><\/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_a-poster-1.png?resize=1200%2C720&#038;ssl=1\" alt=\"R\u5206\u914d\u5185\u5b58\u5931\u8d25\uff0c\u5148\u5b9a\u4f4d\u54ea\u4e00\u6b65\uff1a\u8bb0\u5f55\u7248\u672c\u4e0e\u5931\u8d25\u51fd\u6570\uff1b\u68c0\u67e5\u7a00\u758f\u8f6c\u7a20\u5bc6\u548c\u590d\u5236\uff1b\u6838\u5bf9\u4f5c\u4e1a\u5b9e\u9645\u53ef\u7528\u989d\u5ea6\uff1b\u590d\u73b0\u5fc5\u8981\u6b65\u9aa4\u518d\u9009\u8d44\u6e90\" width=\"1200\" height=\"720\" loading=\"lazy\"><figcaption>\u672c\u6587\u64cd\u4f5c\u4e0e\u68c0\u67e5\u8def\u5f84\u793a\u610f\u3002<\/figcaption><\/figure>\n<p>R\u63d0\u793a <code>cannot allocate vector<\/code>\uff0c\u901a\u5e38\u8868\u793a\u5f53\u524dR\u8fdb\u7a0b\u65e0\u6cd5\u53d6\u5f97\u6240\u9700\u7684\u8fde\u7eed\u5bf9\u8c61\u7a7a\u95f4\uff1b\u7ec8\u7aef\u53ea\u663e\u793a <code>Killed<\/code>\uff0c\u5219\u53ef\u80fd\u662f\u64cd\u4f5c\u7cfb\u7edf\u3001\u5bb9\u5668\u6216\u4f5c\u4e1a\u8c03\u5ea6\u5668\u7ec8\u6b62\u4e86\u8fdb\u7a0b\u3002\u4e24\u7c7b\u73b0\u8c61\u7684\u6392\u67e5\u8bc1\u636e\u4e0d\u540c\u3002\u5148\u4fdd\u5b58\u62a5\u9519\u3001\u6700\u540e\u5b8c\u6210\u6b65\u9aa4\u548c\u8d44\u6e90\u8bb0\u5f55\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u8c03\u6574\u5bf9\u8c61\u3001\u5e76\u884c\u6570\u6216\u5185\u5b58\u3002<\/p>\n<h2>\u5148\u5206\u6e05R\u9519\u8bef\u3001\u5e76\u884c\u9650\u5236\u548c\u7cfb\u7edf\u7ec8\u6b62<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u73b0\u8c61<\/th>\n<th>\u4f18\u5148\u68c0\u67e5<\/th>\n<th>\u4e0d\u8981\u76f4\u63a5\u5f97\u51fa\u7684\u7ed3\u8bba<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>cannot allocate vector of size<\/td>\n<td>R\u8fdb\u7a0b\u4f4d\u6570\u3001\u5f53\u524d\u5bf9\u8c61\u3001\u5185\u5b58\u989d\u5ea6\u3001\u662f\u5426\u590d\u5236\u6216\u7a20\u5bc6\u5316<\/td>\n<td>\u4e0d\u80fd\u4ec5\u51ed\u62a5\u9519\u5224\u65ad\u7269\u7406\u5185\u5b58\u4e0d\u8db3<\/td>\n<\/tr>\n<tr>\n<td>future\u63d0\u793aglobals\u8d85\u9650<\/td>\n<td>worker\u8981\u5bfc\u51fa\u7684\u5168\u5c40\u5bf9\u8c61\u53cafuture\u914d\u7f6e<\/td>\n<td>\u4e0d\u662f\u64cd\u4f5c\u7cfb\u7edf\u5185\u5b58\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td>\u7ec8\u7aef\u663e\u793aKilled\u6216\u9000\u51fa\u7801137<\/td>\n<td>\u4f5c\u4e1a\u8bb0\u5f55\u3001\u5bb9\u5668\/cgroup\u4e8b\u4ef6\u548c\u7cfb\u7edf\u65e5\u5fd7<\/td>\n<td>\u9000\u51fa\u7801\u672c\u8eab\u4e0d\u80fd\u8bc1\u660eOOM<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728R\u4f1a\u8bdd\u4e2d\u8bb0\u5f55\u5bf9\u8c61\u7ef4\u5ea6\u3001\u8fd1\u4f3c\u5927\u5c0f\u3001\u5783\u573e\u56de\u6536\u72b6\u6001\u3001\u7248\u672c\u548c\u5e76\u884c\u8bbe\u7f6e\u3002\u4ee5\u4e0b\u4ee3\u7801\u5047\u8bbe\u5bf9\u8c61\u540d\u662f <code>obj<\/code>\uff1b\u628a\u5b83\u66ff\u6362\u6210\u5b9e\u9645\u5bf9\u8c61\u540d\u3002<code>object.size()<\/code>\u7528\u4e8e\u4f30\u8ba1\u5bf9\u8c61\u81ea\u8eab\u5360\u7528\uff0c\u4e0d\u5305\u542b\u6240\u6709\u5173\u8054\u73af\u5883\u3001\u5916\u90e8\u6307\u9488\u6216\u51fd\u6570\u6267\u884c\u65f6\u7684\u4e34\u65f6\u526f\u672c\u3002<\/p>\n<pre><code>stopifnot(exists(\"obj\"))\ndim(obj)\nformat(object.size(obj), units = \"GiB\")\ngc()\nR.version.string\nsessionInfo()\nSys.getenv(c(\"R_MAX_VSIZE\", \"R_FUTURE_GLOBALS_MAXSIZE\"))\n<\/code><\/pre>\n<p>\u82e5\u4f7f\u7528future\uff0c<code>future.globals.maxSize<\/code>\u9650\u5236\u7684\u662f\u53d1\u9001\u5230worker\u7684\u5168\u5c40\u53d8\u91cf\u5927\u5c0f\uff0c\u4e0d\u7b49\u540c\u4e8eRAM\u989d\u5ea6\u3002\u76f2\u76ee\u8c03\u5927\u5b83\u53ea\u4f1a\u5141\u8bb8\u66f4\u5927\u7684\u5bf9\u8c61\u88ab\u5bfc\u51fa\uff1b\u82e5\u591a\u4e2aworker\u5404\u81ea\u590d\u5236\u5bf9\u8c61\uff0c\u5b9e\u9645\u5185\u5b58\u53ef\u80fd\u66f4\u9ad8\u3002\u5148\u8bb0\u5f55worker\u6570\u91cf\u548c\u5931\u8d25\u6b65\u9aa4\uff0c\u518d\u7528\u5355worker\u590d\u8dd1\u5c0f\u6837\u672c\u5224\u65ad\u662f\u5426\u7531\u5e76\u884c\u526f\u672c\u89e6\u53d1\u3002<\/p>\n<h2>\u4f30\u7b97\u4e00\u6b21\u7a20\u5bc6\u5316\u9700\u8981\u7684\u6700\u4f4e\u8f7d\u8377<\/h2>\n<p>\u77e9\u9635\u82e5\u4ece\u7a00\u758f\u683c\u5f0f\u8f6c\u4e3a\u53cc\u7cbe\u5ea6\u7a20\u5bc6\u683c\u5f0f\uff0c\u5355\u4e2a\u6570\u503c\u77e9\u9635\u7684\u7406\u8bba\u8f7d\u8377\u7ea6\u4e3a\u201c\u884c\u6570 \u00d7 \u5217\u6570 \u00d7 8\u5b57\u8282\u201d\u3002\u4f8b\u59822\u4e07\u4e2a\u57fa\u56e0\u300110\u4e07\u4e2a\u7ec6\u80de\uff0c\u5355\u4e2a\u7a20\u5bc6\u77e9\u9635\u7ea614.9 GiB\uff1b\u8fd9\u8fd8\u672a\u5305\u62ec\u539f\u59cb\u5bf9\u8c61\u3001\u7d22\u5f15\u3001\u540d\u79f0\u3001\u4e34\u65f6\u526f\u672c\u548cR\u672c\u8eab\u3002\u4e0b\u9762\u53ea\u662f\u7b97\u672f\u4f30\u7b97\uff0c\u4e0d\u8981\u4e3a\u4e86\u6d4b\u5927\u5c0f\u800c\u5bf9\u5927\u578b\u5bf9\u8c61\u8c03\u7528 <code>as.matrix()<\/code>\u3002<\/p>\n<pre><code>genes &lt;- 20000\ncells &lt;- 100000\ndense_gib &lt;- genes * cells * 8 \/ 1024^3\nprint(dense_gib)\n# \u4f30\u7b97\u8f7d\u8377\uff0c\u4e0d\u4f1a\u521b\u5efa\u8be5\u77e9\u9635\n<\/code><\/pre>\n<p>\u68c0\u67e5\u62a5\u9519\u6240\u5728\u51fd\u6570\u662f\u5426\u628a\u7a00\u758f\u77e9\u9635\u8f6c\u4e3a\u7a20\u5bc6\u3001\u662f\u5426\u540c\u65f6\u4fdd\u7559\u65e7\u5bf9\u8c61\u4e0e\u65b0\u5bf9\u8c61\u3001\u662f\u5426\u6709\u591a\u4e2aworker\u590d\u5236\u8f93\u5165\u3002\u4e0d\u8981\u672a\u7ecf\u79d1\u5b66\u5224\u65ad\u5220\u9664\u57fa\u56e0\u3001\u6837\u672c\u3001assay\u6216layer\u6765\u201c\u4fee\u590d\u201d\u5185\u5b58\u95ee\u9898\uff1b\u8fd9\u53ef\u80fd\u6539\u53d8\u7814\u7a76\u95ee\u9898\u6216\u7ed3\u679c\u3002<\/p>\n<h2>\u68c0\u67e5\u7cfb\u7edf\u989d\u5ea6\u5e76\u505a\u5355\u53d8\u91cf\u590d\u8dd1<\/h2>\n<p>Linux\u7ec8\u7aef\u53ef\u5148\u8bb0\u5f55\u4e3b\u673a\u53ef\u7528\u5185\u5b58\u3001\u5f53\u524dshell\u7684\u865a\u62df\u5185\u5b58\u9650\u5236\u548c\u4f5c\u4e1a\u73af\u5883\u3002\u5171\u4eab\u670d\u52a1\u5668\u4e0a\u4e3b\u673a\u603b\u5185\u5b58\u4e0d\u7b49\u4e8e\u5f53\u524d\u8d26\u53f7\u6216\u5bb9\u5668\u53ef\u7528\u989d\u5ea6\u3002\u82e5\u4efb\u52a1\u8fd0\u884c\u5728Slurm\u7b49\u8c03\u5ea6\u5668\u5185\uff0c\u4f18\u5148\u67e5\u770b\u8be5\u4f5c\u4e1a\u7684\u8bf7\u6c42\u503c\u3001\u5b9e\u9645\u5cf0\u503c\u3001\u9000\u51fa\u72b6\u6001\u548c\u8c03\u5ea6\u5668\u4e8b\u4ef6\uff1b\u6ca1\u6709\u6743\u9650\u8bfb\u53d6\u7cfb\u7edf\u65e5\u5fd7\u65f6\uff0c\u8bf7\u7ba1\u7406\u5458\u6309\u4f5c\u4e1aID\u6838\u5bf9\u3002<\/p>\n<pre><code>date -Is\nfree -h\nulimit -a\n# \u5728Slurm\u73af\u5883\u6309\u5b9e\u9645\u4f5c\u4e1a\u53f7\u66ff\u6362JOB_ID\nsacct -j JOB_ID --format=JobID,State,ExitCode,ReqMem,MaxRSS,Elapsed\n<\/code><\/pre>\n<p>\u4e00\u6b21\u53ea\u6539\u4e00\u4e2a\u56e0\u7d20\uff1a\u5148\u628aworker\u964d\u52301\uff1b\u82e5\u4ecd\u5931\u8d25\uff0c\u518d\u68c0\u67e5\u6570\u636e\u7ed3\u6784\u548c\u5931\u8d25\u6b65\u9aa4\uff1b\u786e\u8ba4\u89e6\u53ca\u4f5c\u4e1a\u5185\u5b58\u4e0a\u9650\u540e\uff0c\u624d\u7528\u76f8\u540c\u8f93\u5165\u8bc4\u4f30\u66f4\u9ad8\u989d\u5ea6\u3002\u6bcf\u6b21\u7528\u72ec\u7acb\u8f93\u51fa\u76ee\u5f55\uff0c\u8bb0\u5f55\u4ee3\u7801\u7248\u672c\u3001R\u4e0e\u5305\u7248\u672c\u3001\u8f93\u5165\u89c4\u6a21\u3001\u5e76\u884c\u6570\u3001\u9000\u51fa\u7801\u548c\u5cf0\u503c\u53e3\u5f84\u3002\u6210\u529f\u6807\u51c6\u662f\u76ee\u6807\u6b65\u9aa4\u5b8c\u6574\u7ed3\u675f\u3001\u8f93\u51fa\u7ef4\u5ea6\u53ca\u5173\u952e\u5b57\u6bb5\u7b26\u5408\u9884\u671f\uff0c\u5e76\u80fd\u5728\u7ea6\u5b9a\u7684\u5e76\u53d1\u6761\u4ef6\u4e0b\u590d\u73b0\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u5230\u8fdb\u7a0b\u6ca1\u6709\u62a5\u9519\u3002<\/p>\n<h2>\u5f62\u6210\u53ef\u590d\u67e5\u7684\u7ed3\u8bba<\/h2>\n<p>\u5c06\u9519\u8bef\u539f\u6587\u3001\u6700\u540e\u6210\u529f\u6b65\u9aa4\u3001\u5bf9\u8c61\u7ef4\u5ea6\u3001\u5e76\u884c\u8bbe\u7f6e\u3001\u8d44\u6e90\u989d\u5ea6\u548c\u590d\u8dd1\u7ed3\u679c\u653e\u5728\u540c\u4e00\u8bb0\u5f55\u4e2d\u3002\u5982\u679cR\u62a5\u544a\u65e0\u6cd5\u5206\u914d\u4f46\u7cfb\u7edf\u989d\u5ea6\u672a\u89e6\u9876\uff0c\u4f18\u5148\u6392\u67e5\u5355\u4e2a\u5bf9\u8c61\u8fc7\u5927\u3001\u8fde\u7eed\u7a7a\u95f4\u3001\u7a20\u5bc6\u5316\u6216\u5bf9\u8c61\u590d\u5236\uff1b\u5982\u679c\u7cfb\u7edf\u4e8b\u4ef6\u663e\u793a\u5185\u5b58\u9650\u989d\u89e6\u53d1\uff0c\u518d\u6bd4\u8f83\u51cf\u5c11\u5e76\u884c\u4e0e\u63d0\u9ad8\u989d\u5ea6\u7684\u6548\u679c\u3002R\u7684\u5806\u4e0a\u9650\u53d8\u91cf\u53ea\u5f71\u54cdR\u53ef\u4f7f\u7528\u7684\u5bf9\u8c61\u7a7a\u95f4\uff0c\u4e0d\u4f1a\u589e\u52a0\u673a\u5668\u5b9e\u9645\u5185\u5b58\u3002\u7248\u672c\u3001\u8f93\u5165\u89c4\u6a21\u6216\u5de5\u4f5c\u6d41\u53d8\u5316\u540e\uff0c\u5e94\u91cd\u65b0\u9a8c\u8bc1\u539f\u7ed3\u8bba\u3002<\/p>\n<section class=\"ysx-tutorial-downloads\">\n<h2>\u4e0b\u8f7d\u7ec3\u4e60\u6750\u6599<\/h2>\n<p><a href=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/rental-tutorials-400\/rental_q011_a\/246515ba90a2e4dd238e\/rental_q011_a.pdf\" download>\u4e0b\u8f7d\u6559\u7a0b PDF<\/a> \u00b7 <a href=\"https:\/\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/rental-tutorials-400\/rental_q011_a\/b0758445e14e384a69c5\/rental_q011_a.zip\" download>\u4e0b\u8f7d\u4ee3\u7801\u4e0e\u793a\u4f8b\u6570\u636e ZIP<\/a><\/p>\n<p>\u5148\u6838\u5bf9\u5305\u5185SHA256\u6e05\u5355\uff0c\u518d\u5728\u72ec\u7acb\u76ee\u5f55\u590d\u73b0\u3002<\/p>\n<\/section>\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-66481\">\n    <h2 id=\"brtc-title-66481\">\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_a\">\n    <input type=\"hidden\" name=\"action\" value=\"brtc_submit\"><input type=\"hidden\" name=\"post_id\" value=\"66481\">\n    <input type=\"hidden\" name=\"article_key\" value=\"rental_q011_a\"><input type=\"hidden\" name=\"nonce\" value=\"71fe540a9f\">\n    <input type=\"hidden\" name=\"request_id\" value=\"efac5484297cfd2cda5437300ad88653\"><input type=\"hidden\" name=\"first_key\" value=\"rental_q011_a\">\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:\/\/www.stat.ethz.ch\/R-manual\/R-devel\/library\/base\/html\/Memory-limits.html\" target=\"_blank\" rel=\"noopener\">R Memory Limits<\/a><\/li>\n<li><a href=\"https:\/\/www.stat.ethz.ch\/R-manual\/R-devel\/library\/utils\/html\/object.size.html\" target=\"_blank\" rel=\"noopener\">R object.size<\/a><\/li>\n<li><a href=\"https:\/\/future.futureverse.org\/reference\/future.options.html\" target=\"_blank\" rel=\"noopener\">future options<\/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>\u4ece\u5bf9\u8c61\u5c3a\u5bf8\u3001\u7a00\u758f\u8868\u793a\u3001\u590d\u5236\u884c\u4e3a\u4e0e\u5b9e\u9645\u4efb\u52a1\u989d\u5ea6\u56db\u4e2a\u5c42\u9762\u6392\u67e5R\u5185\u5b58\u5206\u914d\u5931\u8d25\uff0c\u518d\u5224\u65ad\u662f\u5426\u9700\u8981\u5927\u5185\u5b58\u670d\u52a1\u5668\u3002<\/p>\n","protected":false},"author":1,"featured_media":66534,"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-66481","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_a-poster-1.png?fit=1200%2C720&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66481","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=66481"}],"version-history":[{"count":4,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66481\/revisions"}],"predecessor-version":[{"id":72299,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66481\/revisions\/72299"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/66534"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=66481"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=66481"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=66481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}