{"id":806,"date":"2013-04-07T19:54:32","date_gmt":"2013-04-07T11:54:32","guid":{"rendered":"http:\/\/www.hzaumycology.com\/chenlianfu_blog\/?p=806"},"modified":"2013-05-05T12:53:19","modified_gmt":"2013-05-05T04:53:19","slug":"jellyfish%e7%9a%84%e5%ae%89%e8%a3%85%e5%92%8c%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"http:\/\/www.chenlianfu.com\/?p=806","title":{"rendered":"jellyfish\u7684\u5b89\u88c5\u548c\u4f7f\u7528"},"content":{"rendered":"<h1>\u4e00. JELLYFISH\u7b80\u4ecb<\/h1>\n<p><a href=\"http:\/\/www.cbcb.umd.edu\/software\/jellyfish\/\" target=\"_blank\">JELLYFISH<\/a>\u662f<a href=\"http:\/\/www.cbcb.umd.edu\/\" target=\"_blank\">CBCB(Center for Bioinformatics and Computational Biology)<\/a>\u7684Guillaume Mar\u00e7ais \u548c <a href=\"http:\/\/www.cs.cmu.edu\/~ckingsf\/\" target=\"_blank\">Carl Kingsford<\/a> \u7814\u53d1\u7684\u4e00\u6b3e\u8ba1\u6570 DNA \u7684 k-mers \u7684\u8f6f\u4ef6\u3002\u8be5\u8f6f\u4ef6\u8fd0\u7528 Hash \u8868\u6765\u5b58\u50a8\u6570\u636e\uff0c\u540c\u65f6\u80fd\u591a\u7ebf\u7a0b\u8fd0\u884c\uff0c\u901f\u5ea6\u5feb\uff0c\u5185\u5b58\u6d88\u8017\u5c0f\u3002\u8be5\u8f6f\u4ef6\u53ea\u80fd\u8fd0\u884c\u572864\u4f4d\u7684Linux\u7cfb\u7edf\u4e0b\u3002\u5176<a href=\"http:\/\/bioinformatics.oxfordjournals.org\/content\/27\/6\/764\" target=\"_blank\">\u6587\u7ae0<\/a>\u4e8e2011\u5e74\u53d1\u8868\u5728\u6742\u5fd7 <a href=\"http:\/\/bioinformatics.oxfordjournals.org\/\" target=\"_blank\">Bioinformatics<\/a> \u4e0a\u3002<\/p>\n<h1>\u4e8c. JELLYFISH\u5b89\u88c5<\/h1>\n<pre>$ wget http:\/\/www.cbcb.umd.edu\/software\/jellyfish\/jellyfish-1.1.10.tar.gz\r\n$ tar zxvf jellyfish-1.1.10.tar.gz\r\n$ mkdir jellyfish\r\n$ cd jellyfish-1.1.10\r\n$ .\/configure --prefix=$PWD\/..\/jellyfish\r\n\u5982\u679c\u5b89\u88c5\u5728\u5f53\u524d\u76ee\u5f55\u4e2d\uff0c\u4f1a\u62a5\u9519\u3002\r\n$ make -j 8\r\n$ make install<\/pre>\n<h1>\u4e09. JELLYFISH\u7684\u4f7f\u7528<\/h1>\n<h2>1. jellyfish\u7684\u4f7f\u7528\u65b9\u6cd5<\/h2>\n<p>jellyfish\u7684\u529f\u80fd\u6709\uff1akmer\u8ba1\u6570\uff1b\u878d\u5408\u4e8c\u8fdb\u5236\u7684Hash\u7ed3\u679c\uff1b\u7edf\u8ba1Hash\u7ed3\u679c\uff1b\u901a\u8fc7Hash\u7ed3\u679c\u6765\u753b\u76f4\u65b9\u56fe\uff1b\u5c06Hash\u7ed3\u679c\u8f93\u51fa\u6210\u6587\u672c\u683c\u5f0f\uff1b\u67e5\u8be2\u6307\u5b9ak-mer\u7684\u6570\u76ee\u3002<\/p>\n<pre>$ jellyfish count [-o prefix] [-m merlength] [-t threads] [-s hashsize] [--both-strands] fasta [fasta ...]\r\n$ jellyfish merge hash1 hash2 ...\r\n$ jellyfish dump hash\r\n$ jellyfish stats hash\r\n$ jellyfish histo [-h high] [-l low] [-i increment] hash\r\n$ jellyfish query hash\r\n$ jellyfish cite<\/pre>\n<h2>2. k-mer\u7684\u8ba1\u6570<\/h2>\n<p>\u4f7f\u7528 count \u7684\u547d\u4ee4\u6765\u6267\u884c\u8ba1\u6570\u529f\u80fd\uff0c\u4f7f\u7528\u4f8b\u5b50\uff1a<\/p>\n<pre>$ jellyfish count -m 16 -s 100M -t 24 -o mer_counts -c 7 input.fastq\r\n\u4f7f\u7528fastq\u6587\u4ef6\u5728\u9ed8\u8ba4\u53c2\u6570\u4e0a\u548cfasta\u6587\u4ef6\u6ca1\u6709\u533a\u522b\u3002\u751f\u6210\u7684hash\u7ed3\u679c\u4e3a\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-m | --mer-len=&lt;num&gt;<\/span>\r\n    \u4f7f\u7528\u7684k-mer\u7684\u957f\u5ea6\u3002\u5982\u679c\u57fa\u56e0\u7ec4\u5927\u5c0f\u4e3aG\uff0c\u5219k-mer\u957f\u5ea6\u9009\u62e9\u4e3a: k ~= log(200G)\r\n\/log(4)\u3002\r\n<span style=\"color: #ff00ff;\">-s | --size=&lt;num&gt;<\/span>\r\n    Hash \u7684\u5927\u5c0f\u3002\u6700\u597d\u8bbe\u7f6e\u7684\u503c\u5927\u4e8e\u603b\u7684\u72ec\u7279\u7684(distinct)k-mer\u6570,\u8fd9\u6837\u751f\u6210\u7684\u6587\u4ef6\u53ea\r\n\u6709\u4e00\u4e2a\u3002\u82e5\u8be5\u503c\u4e0d\u591f\u5927\uff0c\u5219\u4f1a\u751f\u6210\u591a\u4e2ahash\u6587\u4ef6\uff0c\u4ee5\u6570\u5b57\u533a\u5206\u6587\u4ef6\u540d\u3002\u5982\u679c\u57fa\u56e0\u7ec4\u5927\u5c0f\u4e3aG\uff0c\u6bcf\r\n\u4e2areads\u6709\u4e00\u4e2a\u9519\u8bef\uff0c\u603b\u5171\u6709n\u6761reads\uff0c\u5219\u8be5\u503c\u53ef\u4ee5\u8bbe\u7f6e\u4e3a\u300e(G + n)\/0.8\u300f\u3002\u8be5\u503c\u8bc6\u522b \r\nM \u548c G\u3002\r\n<span style=\"color: #ff00ff;\">-t | --threads=&lt;num&gt;  default: 1<\/span>\r\n    \u4f7f\u7528\u7684CPU\u7ebf\u7a0b\u6570\r\n<span style=\"color: #ff00ff;\">-o | --output=&lt;string&gt;  default: mer_counts<\/span>\r\n    \u8f93\u51fa\u7684\u7ed3\u679c\u6587\u4ef6\u524d\u7f00\r\n<span style=\"color: #ff00ff;\">-c | --counter-len=&lt;num&gt;  default:7<\/span>\r\n    k-mer\u7684\u8ba1\u6570\u7ed3\u679c\u6240\u5360\u7684\u6bd4\u7279\u6570,\u9ed8\u8ba4\u652f\u6301\u7684\u6700\u5927\u6570\u5b57\u662f2^7=128\u3002\u5bf9\u4e8e\u57fa\u56e0\u7ec4\u6d4b\u5e8f\u8986\u76d6\r\n\u5ea6\u4e3aN\uff0c\u5219\u8981\u4f7f\u8bbe\u7f6e\u7684\u8be5\u503c\u8981\u5927\u4e8eN\u3002\u8be5\u503c\u8d8a\u5927\uff0c\u6d88\u8017\u5185\u5b58\u8d8a\u5927\u3002\r\n<span style=\"color: #ff00ff;\">-out-counter-len=&lt;num&gt;  default:4<\/span>\r\n    \u8f93\u51fa\u7684\u4e8c\u8fdb\u5236hash\u6587\u4ef6\u4e2d\u7684\u8ba1\u6570\u7ed3\u679c\u6240\u5360\u7684\u5b57\u8282\u6570,\u4e00\u4e2a\u5b57\u8282\u662f8\u6bd4\u7279\u3002\u5219\u9ed8\u8ba4\u652f\u6301\u7684\u6700\u5927\r\n\u6570\u5b57\u662f2^32=4.3G\r\n<span style=\"color: #ff00ff;\">-C | --both-strand  default: false<\/span>\r\n    \u5bf9\u6b63\u4e49\u94fe\u548c\u53cd\u4e49\u94fe\u90fd\u8fdb\u884c\u8ba1\u6570\r\n<span style=\"color: #ff00ff;\">-q | --quake  default: false<\/span>\r\n    quake\u517c\u5bb9\u6a21\u5f0f\r\n<span style=\"color: #ff00ff;\">--quality-start=&lt;num&gt;  default: 64<\/span>\r\n    \u8d77\u59cb\u78b1\u57fa\u8d28\u91cf\u7684ASCII\u503c\uff0c\u9ed8\u8ba4\u4e3aPHRED64\r\n<span style=\"color: #ff00ff;\">--min-quality=&lt;num&gt;  default: 0<\/span>\r\n    \u652f\u6301\u7684\u6700\u5c0f\u7684\u78b1\u57fa\u8d28\u91cf\u503c\uff0c\u4f4e\u4e8e\u6b64\u503c\u7684\u78b1\u57fa\u5c06\u7531N\u4ee3\u66ff\r\n<span style=\"color: #ff00ff;\">-L | --lower-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u8f93\u51fa\u6570\u76ee\u4f4e\u4e8e\u6b64\u503c\u7684k-mer\r\n<span style=\"color: #ff00ff;\">-U | --upper-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u8f93\u51fa\u6570\u76ee\u9ad8\u4e8e\u6b64\u503c\u7684k-mer<\/pre>\n<h2>3. \u878d\u5408\u4e8c\u8fdb\u5236\u7684\u8f93\u51fa\u7ed3\u679c<\/h2>\n<p>\u4e0a\u4e00\u6b65\u7684\u8f93\u51fa\u7ed3\u679c\u4e3a\u4e8c\u8fdb\u5236\u6587\u4ef6\uff0c\u53ef\u80fd\u8f93\u51fa\u4e86\u591a\u4e2ahash\u6587\u4ef6\uff0c\u56e0\u6b64\u9700\u8981\u5c06\u8fd9\u4e9bhash\u6587\u4ef6\u5408\u5e76\u6210\u4e00\u4e2a\u6587\u4ef6\uff0c\u6b64\u65f6\u7528\u5230 merge \u547d\u4ee4\u3002\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<pre>$ jellyfish merge -o mer_counts_merged.jf hash1 hash2 ...<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-o | --output=&lt;string&gt;  default: mer_counts_merged.jf<\/span>\r\n    \u8f93\u51fa\u7684\u7ed3\u679c\u6587\u4ef6\r\n<span style=\"color: #ff00ff;\">--out-counter-len=&lt;num&gt;  default: 4<\/span>\r\n\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236hash\u6587\u4ef6\u4e2d\u7684\u8ba1\u6570\u7ed3\u679c\u6240\u5360\u7684\u5b57\u8282\u6570,\u4e00\u4e2a\u5b57\u8282\u662f8\u6bd4\u7279\u3002\u5219\u9ed8\u8ba4\u652f\u6301\u7684\u6700\u5927\u6570\u5b57\r\n\u662f2^32=4.3G<\/pre>\n<h2>4. \u5bf9hash\u7ed3\u679c\u8fdb\u884c\u7edf\u8ba1<\/h2>\n<p>k-mer\u7684\u7ed3\u679c\u4ee5hash\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u7ed3\u679c\u7ed9\u51fa\uff0c\u9700\u8981\u7edf\u8ba1\u51fak-mer\u603b\u6570\uff0c\u7279\u5f02\u7684k-mer\u6570\u76ee\uff0c\u53ea\u51fa\u73b0\u8fc7\u4e00\u6b21\u7684kmer\u6570\uff0c\u51fa\u73b0\u4e86\u6700\u591a\u7684k-mer\u7684\u6570\u76ee\u7b49\u4fe1\u606f\u3002\u4ee5stats\u547d\u4ee4\u6765\u8fd0\u884c\u3002\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<pre>$ jellyfish stats hash\r\n\u793a\u4f8b\u7ed3\u679c\u4e3a\uff1a\r\nUnique:    32355544    #\u53ea\u51fa\u73b0\u8fc7\u4e00\u6b21\u7684k-mer\u7684\u6570\u76ee\r\nDistinct:  88414020    #\u7279\u5f02\u6027\u7684k-mer\u6570\u76ee\uff0c\u5305\u542b\u4e0a\u4e00\u4e2a\u7684\u6570\u636e\r\nTotal:     432232807   #\u603b\u7684k-mer\u6570\u76ee\r\nMax_count: 85348       #\u540c\u4e00\u4e2ak-mer\u51fa\u73b0\u7684\u6700\u591a\u7684\u6570\u76ee<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-L | --lower-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u7edf\u8ba1\u6570\u76ee\u4f4e\u4e8e\u6b64\u503c\u7684k-mer\r\n<span style=\"color: #ff00ff;\">-U | --upper-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u7edf\u8ba1\u6570\u76ee\u9ad8\u4e8e\u6b64\u503c\u7684k-mer<\/pre>\n<h2>5. \u901a\u8fc7Hash\u7ed3\u679c\u6765\u753b\u76f4\u65b9\u56fe<\/h2>\n<p>\u5bf9k-mer\u7684\u8ba1\u6570\u7ed3\u679c\u6709\u4e2a\u76f4\u89c2\u7684\u8ba4\u8bc6\uff0c\u5219\u9700\u8981\u7edf\u8ba1\u51fa\u73b0\u4e86x(x=1,2,3&#8230;)\u6b21\u7684kmer\u7684\u6570\u76eey,\u4ee5x\uff0cy\u4e3a\u6a2a\u7eb5\u5750\u6807\u753b\u51fa\u76f4\u65b9\u56fe\u3002\u4f7f\u7528 histo \u547d\u4ee4\u80fd\u7ed9\u51fa x \u548c y \u5bf9\u5e94\u7684\u503c\uff0c\u5c06\u7ed3\u679c\u9ed8\u8ba4\u8f93\u51fa\u5230\u6807\u51c6\u8f93\u51fa\u3002\u5176\u4f7f\u7528\u65b9\u6cd5\u4e3a<\/p>\n<pre>$ jellyfish histo -l 1 -h 1000 hash<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-l | --low=&lt;num&gt;  default: 1<\/span>\r\n    \u6700\u4f4e\u7684 x \u8f74\u7684\u503c\u3002\u540c\u65f6\u7ed3\u679c\u4f1a\u5c06\u4f4e\u4e8e\u6b64\u503c\u7684\u6240\u6709\u7684k-mer\u7684\u6570\u76ee\u4f5c\u4e3a (x-1) \u7684\u503c\u3002\u56e0\r\n\u6b64\u8be5\u503c\u4e3a 2 \u548c 1 \u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684\u3002\r\n<span style=\"color: #ff00ff;\">-h | --high=&lt;num&gt;  default: 10000<\/span>\r\n    \u6700\u9ad8\u7684 x \u8f74\u7684\u503c\u3002\u540c\u65f6\u7ed3\u679c\u4f1a\u5c06\u9ad8\u4e8e\u6b64\u503c\u7684\u6240\u6709\u7684k-mer\u7684\u6570\u76ee\u7684\u548c\u4f5c\u4e3a (x+1) \u7684\u503c\u3002\r\n<span style=\"color: #ff00ff;\">-i | --increment=&lt;num&gt;  default: 1<\/span>\r\n    x \u8f74\u53d6\u503c\u662f\u6bcf\u9694\u8be5\u6570\u503c\u53d6\u503c\r\n<span style=\"color: #ff00ff;\">-t | --threads=&lt;num&gt;  default: 1<\/span>\r\n    \u4f7f\u7528\u7684CPU\u7ebf\u7a0b\u6570\r\n<span style=\"color: #ff00ff;\">-f | --full  default: false<\/span>\r\n    \u5168\u90e8\u7684\u76f4\u65b9\u56fe<\/pre>\n<h2>6. \u5c06\u4e8c\u8fdb\u5236Hash\u7ed3\u679c\u8f6c\u6362\u6210\u6587\u672c\u6587\u4ef6<\/h2>\n<p>\u7531\u4e8ecount\u547d\u4ee4\u751f\u6210\u7684\u7ed3\u679c\u4e3a\u4e8c\u8fdb\u5236\u7684\uff0c\u5982\u6709\u9700\u8981\uff0c\u5219\u53ef\u4ee5\u8f6c\u6362\u6210\u53ef\u8bfb\u6587\u672c\u6587\u4ef6\u3002\u4f7f\u7528 dump \u547d\u4ee4\uff0c\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<pre>$ jellyfish dump -c -t -U 1000 hash<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-c | --colum  default: false<\/span>\r\n    \u751f\u6210\u7ed3\u679c\u4e3a2\u5217\uff0c\u7b2c\u4e00\u5217\u4e3ak-mer\u5e8f\u5217\uff0c\u7b2c\u4e8c\u5217\u4e3a\u5bf9\u5e94\u7684\u6570\u76ee\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u662f\u662ffasta\u683c\r\n\u5f0f\uff0cfasta\u7684\u5934\u4e3ak-mer\u7684\u6570\u76ee\uff0cfasta\u7684\u5e8f\u5217\u4e3ak-mer\u7684\u5e8f\u5217\u3002\r\n<span style=\"color: #ff00ff;\">-t | --tab  default: false<\/span>\r\n    \u5f53 -c \u53c2\u6570\u5b58\u5728\u65f6\uff0c\u4ee5tab\u6765\u8fdb\u884c\u5206\u9694\u4e24\u884c\u3002\u9ed8\u8ba4\u662f\u4ee5\u7a7a\u683c\u6765\u5206\u5f00\u7684\u3002\r\n<span style=\"color: #ff00ff;\">-L | --lower-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u8f93\u51fa\u5c0f\u4e8e\u8be5\u503c\u7684k-mer\r\n<span style=\"color: #ff00ff;\">-U | --upper-count=&lt;num&gt;<\/span>\r\n    \u4e0d\u8f93\u51fa\u9ad8\u4e8e\u8be5\u503c\u7684k-mer\r\n<span style=\"color: #ff00ff;\">-o | --output=&lt;file&gt;<\/span>\r\n    \u8f93\u51fa\u6587\u4ef6\u7684\u8def\u5f84\u548c\u540d\u79f0<\/pre>\n<h2>7. \u67e5\u8be2\u6307\u5b9a\u7684k-mer\u51fa\u73b0\u7684\u6b21\u6570<\/h2>\n<p>\u5982\u679c\u9700\u8981\u4eceHash\u7ed3\u679c\u4e2d\u67e5\u8be2\u6307\u5b9a\u7684k-mer\u51fa\u73b0\u7684\u6b21\u6570\uff0c\u5219\u8981\u662f\u7528 query \u547d\u4ee4\u3002\u4ece\u6807\u51c6\u8f93\u5165\u8bfb\u53d6k-mer\u7684\u5e8f\u5217\uff0c\u4ece\u6807\u51c6\u8f93\u51fa\u5f97\u5230k-mer\u5bf9\u5e94\u7684\u6570\u76ee\u3002\u4f7f\u7528\u65b9\u6cd5<\/p>\n<pre>$ jellyfish query hash<\/pre>\n<p>\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<pre><span style=\"color: #ff00ff;\">-C | --both-strands  default: false<\/span>\r\n    \u540c\u65f6\u67e5\u8be2k-mer\u5e8f\u5217\u7684\u6b63\u8d1f\u94fe\r\n<span style=\"color: #ff00ff;\">-i | --input=&lt;file&gt;<\/span>\r\n    \u8f93\u5165\u7684\u6587\u4ef6\r\n<span style=\"color: #ff00ff;\">-o | --output=&lt;file&gt;<\/span>\r\n    \u8f93\u51fa\u7684\u6587\u4ef6<\/pre>\n<h1>\u56db. \u601d\u8003<\/h1>\n<h2>1. \u5bf9Illumina paired-end\u6d4b\u5e8f\u7ed3\u679c\u8fdb\u884cjellyfish\u5206\u6790<\/h2>\n<p>\u7531\u4e8epaired-end\u5e8f\u5217\u6709\u4e00\u5b9a\u7684\u987a\u5e8f\uff0c\u9700\u8981\u5c06\u7b2c2\u4e2a\u6587\u4ef6\u7684\u5e8f\u5217\u8fdb\u884c\u53cd\u5411\u91cd\u590d\u540e\uff0c\u5728\u548c\u7b2c\u4e00\u4e2a\u6587\u4ef6\u7684\u5e8f\u5217\u5408\u5230\u4e00\u8d77\u8fdb\u884c\u5206\u6790\u3002\u53ef\u4ee5\u4f7f\u7528Trinity\u4e2d\u9644\u5e26\u7684\u8f6f\u4ef6fastool\u6765\u5c06fastq\u6587\u4ef6\u8f6c\u6362\u6210fasta\u6587\u4ef6\uff0c\u4ee5\u53ca\u53cd\u5411\u91cd\u590d\u7684\u8f6c\u6362\u3002<\/p>\n<pre>\r\n$ $Trinity_Home\/trinity-plugins\/fastool\/fastool --illumina-trinity --to-fasta reads_1.fastaq > reads_1.fasta\r\n$ $Trinity_Home\/trinity-plugins\/fastool\/fastool --rev --illumina-trinity --to-fasta reads_2.fastaq > reads_2.fasta\r\n$ cat reads_1.fasta reads_2.fasta > both.fasta\r\n$ jellyfish count ....\r\n<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00. JELLYFISH\u7b80\u4ecb JELLYFISH\u662fCBCB(Center for &hellip; <a href=\"http:\/\/www.chenlianfu.com\/?p=806\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[38],"_links":{"self":[{"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/posts\/806"}],"collection":[{"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=806"}],"version-history":[{"count":12,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/posts\/806\/revisions"}],"predecessor-version":[{"id":808,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=\/wp\/v2\/posts\/806\/revisions\/808"}],"wp:attachment":[{"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=806"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.chenlianfu.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}