{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TODAY'S DATE:\n",
      "Wed Jan  2 06:34:30 PST 2019\n",
      "------------\n",
      "\n",
      "Distributor ID:\tUbuntu\n",
      "Description:\tUbuntu 16.04.5 LTS\n",
      "Release:\t16.04\n",
      "Codename:\txenial\n",
      "\n",
      "------------\n",
      "HOSTNAME: \n",
      "swoose\n",
      "\n",
      "------------\n",
      "Computer Specs:\n",
      "\n",
      "Architecture:          x86_64\n",
      "CPU op-mode(s):        32-bit, 64-bit\n",
      "Byte Order:            Little Endian\n",
      "CPU(s):                24\n",
      "On-line CPU(s) list:   0-23\n",
      "Thread(s) per core:    2\n",
      "Core(s) per socket:    6\n",
      "Socket(s):             2\n",
      "NUMA node(s):          1\n",
      "Vendor ID:             GenuineIntel\n",
      "CPU family:            6\n",
      "Model:                 44\n",
      "Model name:            Intel(R) Xeon(R) CPU           X5670  @ 2.93GHz\n",
      "Stepping:              2\n",
      "CPU MHz:               2925.866\n",
      "BogoMIPS:              5851.93\n",
      "Virtualization:        VT-x\n",
      "L1d cache:             32K\n",
      "L1i cache:             32K\n",
      "L2 cache:              256K\n",
      "L3 cache:              12288K\n",
      "NUMA node0 CPU(s):     0-23\n",
      "Flags:                 fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 cx16 xtpr pdcm pcid dca sse4_1 sse4_2 popcnt aes lahf_lm epb kaiser tpr_shadow vnmi flexpriority ept vpid dtherm ida arat\n",
      "\n",
      "------------\n",
      "\n",
      "Memory Specs\n",
      "\n",
      "              total        used        free      shared  buff/cache   available\n",
      "Mem:            70G        7.9G        1.2G        1.2G         61G         61G\n",
      "Swap:          4.7G         35M        4.6G\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "No LSB modules are available.\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "echo \"TODAY'S DATE:\"\n",
    "date\n",
    "echo \"------------\"\n",
    "echo \"\"\n",
    "#Display operating system info\n",
    "lsb_release -a\n",
    "echo \"\"\n",
    "echo \"------------\"\n",
    "echo \"HOSTNAME: \"; hostname \n",
    "echo \"\"\n",
    "echo \"------------\"\n",
    "echo \"Computer Specs:\"\n",
    "echo \"\"\n",
    "lscpu\n",
    "echo \"\"\n",
    "echo \"------------\"\n",
    "echo \"\"\n",
    "echo \"Memory Specs\"\n",
    "echo \"\"\n",
    "free -mh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Make directories"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "mkdir: cannot create directory ‘/home/sam/data/virginica’: File exists\n",
      "mkdir: cannot create directory ‘/home/sam/analyses/20190103_Cvirginica_vcf_splitting’: File exists\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "mkdir /home/sam/data/virginica\n",
    "mkdir /home/sam/analyses/20190103_Cvirginica_vcf_splitting"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Create variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "env: vcf_dir=/home/sam/data/virginica\n",
      "env: wd=/home/sam/analyses/20190103_Cvirginica_vcf_splitting\n",
      "env: bcftools=/home/sam/software/bcftools-1.9-62-g1ce0f47/bcftools\n",
      "env: bgzip=/home/sam/software/bin/bgzip\n",
      "env: tabix=/home/sam/software/bin/tabix\n"
     ]
    }
   ],
   "source": [
    "%env vcf_dir=/home/sam/data/virginica\n",
    "%env wd=/home/sam/analyses/20190103_Cvirginica_vcf_splitting\n",
    "%env bcftools=/home/sam/software/bcftools-1.9-62-g1ce0f47/bcftools\n",
    "%env bgzip=/home/sam/software/bin/bgzip\n",
    "%env tabix=/home/sam/software/bin/tabix"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Check software versions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "bcftools 1.9-62-g1ce0f47\n",
      "Using htslib 1.9-44-g80f3557\n",
      "Copyright (C) 2018 Genome Research Ltd.\n",
      "License Expat: The MIT/Expat license\n",
      "This is free software: you are free to change and redistribute it.\n",
      "There is NO WARRANTY, to the extent permitted by law.\n",
      "bgzip (htslib) 1.9-44-g80f3557\n",
      "Copyright (C) 2018 Genome Research Ltd.\n",
      "tabix (htslib) 1.9-44-g80f3557\n",
      "Copyright (C) 2018 Genome Research Ltd.\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "${bcftools} --version\n",
    "${bgzip}  --version\n",
    "${tabix} --version"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Download VCF file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "receiving incremental file list\n",
      "total 0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR: module is write only\n",
      "rsync error: syntax or usage error (code 1) at main.c(782) [sender=3.0.9]\n",
      "rsync: connection unexpectedly closed (110 bytes received so far) [Receiver]\n",
      "rsync error: error in rsync protocol data stream (code 12) at io.c(226) [Receiver=3.1.1]\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "rsync \\\n",
    "--archive \\\n",
    "--verbose \\\n",
    "--progress \\\n",
    "gannet:/volume1/seashell/eog_v2/VCF_files/Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz .\n",
    "\n",
    "# Uncomment line below to download via web\n",
    "# wget http://gannet.fish.washington.edu/seashell/eog_v2/VCF_files/Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz\n",
    "\n",
    "ls -lh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "receiving incremental file list\n",
      "Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz\n",
      "\r",
      "              0   0%    0.00kB/s    0:00:00  \r",
      "     84,574,208   0%   80.66MB/s    0:06:34  \r",
      "    190,316,544   0%   90.80MB/s    0:05:49  \r",
      "    299,958,272   0%   95.42MB/s    0:05:31  \r",
      "    391,118,848   1%   93.32MB/s    0:05:37  \r",
      "    496,795,648   1%   98.36MB/s    0:05:19  \r",
      "    590,086,144   1%   95.38MB/s    0:05:28  \r",
      "    676,659,200   2%   89.88MB/s    0:05:47  \r",
      "    793,935,872   2%   96.11MB/s    0:05:23  \r",
      "    904,429,568   2%   97.26MB/s    0:05:18  \r",
      "  1,006,174,208   3%   99.28MB/s    0:05:11  \r",
      "  1,114,243,072   3%  104.41MB/s    0:04:54  \r",
      "  1,220,050,944   3%  101.67MB/s    0:05:01  \r",
      "  1,337,360,384   4%  103.30MB/s    0:04:55  \r",
      "  1,441,398,784   4%  103.84MB/s    0:04:53  \r",
      "  1,522,892,800   4%   97.50MB/s    0:05:11  \r",
      "  1,606,909,952   4%   92.30MB/s    0:05:28  \r",
      "  1,718,157,312   5%   90.86MB/s    0:05:32  \r",
      "  1,834,909,696   5%   93.89MB/s    0:05:20  \r",
      "  1,949,040,640   5%  101.68MB/s    0:04:54  \r",
      "  2,019,000,320   6%   98.05MB/s    0:05:05  \r",
      "  2,091,679,744   6%   88.88MB/s    0:05:35  \r",
      "  2,191,818,752   6%   84.92MB/s    0:05:50  \r",
      "  2,296,512,512   7%   82.68MB/s    0:05:58  \r",
      "  2,413,297,664   7%   94.08MB/s    0:05:13  \r",
      "  2,522,316,800   7%  101.88MB/s    0:04:48  \r",
      "  2,609,053,696   7%   98.74MB/s    0:04:57  \r",
      "  2,709,422,080   8%   97.71MB/s    0:04:59  \r",
      "  2,812,739,584   8%   94.53MB/s    0:05:08  \r",
      "  2,930,081,792   8%   97.29MB/s    0:04:58  \r",
      "  3,040,772,096   9%  103.01MB/s    0:04:40  \r",
      "  3,147,563,008   9%  104.54MB/s    0:04:35  \r",
      "  3,235,381,248   9%  100.84MB/s    0:04:44  \r",
      "  3,335,258,112  10%   96.67MB/s    0:04:56  \r",
      "  3,452,534,784  10%   98.25MB/s    0:04:50  \r",
      "  3,552,051,200  10%   95.39MB/s    0:04:57  \r",
      "  3,631,480,832  11%   93.41MB/s    0:05:03  \r",
      "  3,733,028,864  11%   93.80MB/s    0:05:01  \r",
      "  3,827,728,384  11%   88.48MB/s    0:05:18  \r",
      "  3,922,395,136  12%   88.36MB/s    0:05:17  \r",
      "  4,035,903,488  12%   96.49MB/s    0:04:49  \r",
      "  4,139,089,920  12%   96.89MB/s    0:04:47  \r",
      "  4,256,399,360  13%  102.28MB/s    0:04:31  \r",
      "  4,349,558,784  13%  101.92MB/s    0:04:31  \r",
      "  4,396,810,240  13%   86.11MB/s    0:05:20  \r",
      "  4,500,488,192  13%   86.23MB/s    0:05:18  \r",
      "  4,585,160,704  14%   78.44MB/s    0:05:49  \r",
      "  4,685,529,088  14%   80.16MB/s    0:05:40  \r",
      "  4,779,671,552  14%   91.35MB/s    0:04:57  \r",
      "  4,872,241,152  14%   88.70MB/s    0:05:05  \r",
      "  4,966,940,672  15%   91.07MB/s    0:04:56  \r",
      "  5,084,250,112  15%   95.11MB/s    0:04:42  \r",
      "  5,200,969,728  15%  100.52MB/s    0:04:26  \r",
      "  5,310,349,312  16%  104.53MB/s    0:04:15  \r",
      "  5,403,934,720  16%  104.27MB/s    0:04:15  \r",
      "  5,494,702,080  16%   97.93MB/s    0:04:30  \r",
      "  5,572,329,472  17%   88.61MB/s    0:04:58  \r",
      "  5,689,638,912  17%   90.50MB/s    0:04:50  \r",
      "  5,803,474,944  17%   95.33MB/s    0:04:34  \r",
      "  5,920,784,384  18%  101.66MB/s    0:04:16  \r",
      "  6,028,361,728  18%  108.81MB/s    0:03:58  \r",
      "  6,100,058,112  18%   95.02MB/s    0:04:32  \r",
      "  6,143,934,464  18%   78.83MB/s    0:05:28  \r",
      "  6,234,275,840  19%   72.58MB/s    0:05:55  \r",
      "  6,325,239,808  19%   68.74MB/s    0:06:13  \r",
      "  6,440,157,184  19%   81.15MB/s    0:05:15  \r",
      "  6,546,751,488  20%   95.99MB/s    0:04:25  \r",
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      "  6,767,149,056  20%  105.31MB/s    0:03:59  \r",
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      " 16,047,276,032  49%   89.67MB/s    0:03:00  \r",
      " 16,128,638,976  49%   86.91MB/s    0:03:05  \r",
      " 16,189,161,472  49%   88.12MB/s    0:03:02  \r",
      " 16,244,375,552  49%   74.63MB/s    0:03:34  \r",
      " 16,340,582,400  50%   69.62MB/s    0:03:48  \r",
      " 16,457,891,840  50%   78.56MB/s    0:03:21  \r",
      " 16,550,166,528  50%   84.80MB/s    0:03:05  \r",
      " 16,657,547,264  51%   97.05MB/s    0:02:40  \r",
      " 16,770,564,096  51%  101.00MB/s    0:02:33  \r",
      " 16,851,402,752  51%   87.64MB/s    0:02:55  \r",
      " 16,970,121,216  51%   94.95MB/s    0:02:41  \r",
      " 17,083,662,336  52%   96.34MB/s    0:02:37  \r",
      " 17,175,674,880  52%   84.91MB/s    0:02:57  \r",
      " 17,237,016,576  52%   83.64MB/s    0:02:59  \r",
      " 17,277,124,608  52%   63.77MB/s    0:03:55  \r",
      " 17,371,463,680  53%   59.78MB/s    0:04:09  \r",
      " 17,458,233,344  53%   63.14MB/s    0:03:54  \r",
      " 17,569,873,920  53%   75.60MB/s    0:03:14  \r",
      " 17,661,263,872  54%   91.45MB/s    0:02:40  \r",
      " 17,756,487,680  54%   91.68MB/s    0:02:38  \r",
      " 17,808,064,512  54%   83.47MB/s    0:02:53  \r",
      " 17,881,497,600  54%   74.35MB/s    0:03:13  \r",
      " 17,996,808,192  55%   80.06MB/s    0:02:58  \r",
      " 18,108,022,784  55%   83.88MB/s    0:02:49  \r",
      " 18,195,415,040  55%   92.40MB/s    0:02:32  \r",
      " 18,290,802,688  56%   97.46MB/s    0:02:23  \r",
      " 18,398,445,568  56%   95.64MB/s    0:02:25  \r",
      " 18,515,787,776  56%   97.12MB/s    0:02:22  \r",
      " 18,626,674,688  57%  102.72MB/s    0:02:13  \r",
      " 18,732,122,112  57%  105.30MB/s    0:02:09  \r",
      " 18,809,880,576  57%   87.33MB/s    0:02:34  \r",
      " 18,883,543,040  57%   72.79MB/s    0:03:04  \r",
      " 19,002,916,864  58%   74.47MB/s    0:02:58  \r",
      " 19,118,292,992  58%   76.44MB/s    0:02:52  \r",
      " 19,230,326,784  58%   92.80MB/s    0:02:21  \r",
      " 19,309,461,504  59%  101.62MB/s    0:02:08  \r",
      " 19,409,502,208  59%   97.01MB/s    0:02:13  \r",
      " 19,505,479,680  59%   92.38MB/s    0:02:18  \r",
      " 19,620,331,520  60%   93.05MB/s    0:02:16  \r",
      " 19,650,215,936  60%   81.30MB/s    0:02:36  \r",
      " 19,733,676,032  60%   72.55MB/s    0:02:53  \r",
      " 19,793,444,864  60%   63.67MB/s    0:03:17  \r",
      " 19,877,068,800  60%   54.53MB/s    0:03:48  \r",
      " 19,978,256,384  61%   63.64MB/s    0:03:14  \r",
      " 20,074,201,088  61%   63.89MB/s    0:03:12  \r",
      " 20,166,770,688  61%   70.77MB/s    0:02:52  \r",
      " 20,215,169,024  61%   66.40MB/s    0:03:02  \r",
      " 20,268,810,240  62%   62.55MB/s    0:03:13  \r",
      " 20,335,525,888  62%   62.32MB/s    0:03:12  \r",
      " 20,382,220,288  62%   50.41MB/s    0:03:57  \r",
      " 20,454,834,176  62%   55.58MB/s    0:03:34  \r",
      " 20,528,234,496  62%   57.47MB/s    0:03:25  \r",
      " 20,591,378,432  63%   56.69MB/s    0:03:27  \r",
      " 20,651,442,176  63%   60.77MB/s    0:03:12  \r",
      " 20,684,472,320  63%   48.27MB/s    0:04:01  \r",
      " 20,709,572,608  63%   39.81MB/s    0:04:52  \r",
      " 20,770,684,928  63%   39.36MB/s    0:04:54  \r",
      " 20,839,661,568  63%   41.33MB/s    0:04:38  \r",
      " 20,900,446,208  64%   51.53MB/s    0:03:42  \r",
      " 20,953,956,352  64%   51.81MB/s    0:03:40  \r",
      " 21,001,404,416  64%   48.92MB/s    0:03:52  \r",
      " 21,081,686,016  64%   51.31MB/s    0:03:40  \r",
      " 21,153,153,024  64%   53.58MB/s    0:03:29  \r",
      " 21,225,275,392  65%   63.14MB/s    0:02:56  \r",
      " 21,319,385,088  65%   69.73MB/s    0:02:38  \r",
      " 21,394,096,128  65%   65.22MB/s    0:02:48  \r",
      " 21,470,380,032  65%   64.20MB/s    0:02:49  \r",
      " 21,545,615,360  65%   63.94MB/s    0:02:49  \r",
      " 21,631,860,736  66%   63.47MB/s    0:02:49  \r",
      " 21,712,338,944  66%   59.16MB/s    0:03:00  \r",
      " 21,754,183,680  66%   54.26MB/s    0:03:16  \r",
      " 21,828,993,024  66%   55.63MB/s    0:03:09  \r",
      " 21,947,744,256  67%   64.23MB/s    0:02:42  \r",
      " 22,065,053,696  67%   83.36MB/s    0:02:03  \r",
      " 22,182,395,904  67%  101.21MB/s    0:01:40  \r",
      " 22,283,223,040  68%  108.38MB/s    0:01:33  \r",
      " 22,363,471,872  68%   99.19MB/s    0:01:41  \r",
      " 22,469,181,440  68%   96.42MB/s    0:01:43  \r",
      " 22,576,103,424  69%   93.94MB/s    0:01:44  \r",
      " 22,671,425,536  69%   92.62MB/s    0:01:45  \r",
      " 22,788,734,976  69%  101.47MB/s    0:01:34  \r",
      " 22,882,091,008  70%   98.52MB/s    0:01:36  \r",
      " 22,974,267,392  70%   95.00MB/s    0:01:39  \r",
      " 23,075,291,136  70%   96.36MB/s    0:01:36  \r",
      " 23,183,458,304  71%   93.41MB/s    0:01:38  \r",
      " 23,298,179,072  71%   98.46MB/s    0:01:32  \r",
      " 23,400,644,608  71%  100.90MB/s    0:01:29  \r",
      " 23,503,896,576  71%  101.43MB/s    0:01:28  \r",
      " 23,602,298,880  72%   99.93MB/s    0:01:28  \r",
      " 23,700,045,824  72%   95.88MB/s    0:01:31  \r",
      " 23,815,487,488  72%   98.98MB/s    0:01:27  \r",
      " 23,921,065,984  73%   99.54MB/s    0:01:25  \r",
      " 24,038,408,192  73%  104.05MB/s    0:01:20  \r",
      " 24,145,166,336  73%  106.20MB/s    0:01:18  \r",
      " 24,236,130,304  74%  100.36MB/s    0:01:21  \r",
      " 24,334,401,536  74%   98.62MB/s    0:01:22  \r",
      " 24,427,233,280  74%   92.77MB/s    0:01:26  \r",
      " 24,537,038,848  75%   93.50MB/s    0:01:24  \r",
      " 24,650,940,416  75%   98.97MB/s    0:01:18  \r",
      " 24,740,954,112  75%   97.00MB/s    0:01:19  \r",
      " 24,832,901,120  76%   96.79MB/s    0:01:18  \r",
      " 24,944,476,160  76%   97.21MB/s    0:01:17  \r",
      " 25,012,764,672  76%   86.33MB/s    0:01:26  \r",
      " 25,081,380,864  76%   81.22MB/s    0:01:30  \r",
      " 25,149,636,608  77%   75.57MB/s    0:01:36  \r",
      " 25,214,582,784  77%   62.89MB/s    0:01:55  \r",
      " 25,300,303,872  77%   63.92MB/s    0:01:52  \r",
      " 25,389,432,832  77%   65.17MB/s    0:01:48  \r",
      " 25,481,445,376  78%   67.53MB/s    0:01:43  \r",
      " 25,557,729,280  78%   68.48MB/s    0:01:41  \r",
      " 25,628,770,304  78%   65.22MB/s    0:01:45  \r",
      " 25,715,277,824  78%   65.84MB/s    0:01:42  \r",
      " 25,808,863,232  79%   65.60MB/s    0:01:41  \r",
      " 25,887,244,288  79%   62.30MB/s    0:01:45  \r",
      " 25,923,780,608  79%   58.27MB/s    0:01:52  \r",
      " 25,982,664,704  79%   54.35MB/s    0:01:59  \r",
      " 26,053,902,336  79%   52.22MB/s    0:02:03  \r",
      " 26,142,310,400  80%   58.63MB/s    0:01:48  \r",
      " 26,234,585,088  80%   68.26MB/s    0:01:31  \r",
      " 26,304,053,248  80%   68.71MB/s    0:01:30  \r",
      " 26,388,987,904  80%   66.52MB/s    0:01:31  \r",
      " 26,458,980,352  81%   62.77MB/s    0:01:36  \r",
      " 26,556,497,920  81%   62.95MB/s    0:01:34  \r",
      " 26,624,917,504  81%   61.89MB/s    0:01:35  \r",
      " 26,689,929,216  81%   55.56MB/s    0:01:44  \r",
      " 26,755,301,376  81%   56.45MB/s    0:01:41  \r",
      " 26,813,071,360  82%   51.53MB/s    0:01:50  \r",
      " 26,886,537,216  82%   53.71MB/s    0:01:44  \r",
      " 26,967,801,856  82%   62.31MB/s    0:01:28  \r",
      " 27,079,049,216  82%   72.60MB/s    0:01:14  \r",
      " 27,149,697,024  83%   75.48MB/s    0:01:11  \r",
      " 27,221,295,104  83%   76.56MB/s    0:01:09  \r",
      " 27,290,501,120  83%   76.94MB/s    0:01:07  \r",
      " 27,362,328,576  83%   64.45MB/s    0:01:20  \r",
      " 27,438,612,480  84%   62.59MB/s    0:01:21  \r",
      " 27,536,654,336  84%   64.51MB/s    0:01:17  \r",
      " 27,610,578,944  84%   65.02MB/s    0:01:15  \r",
      " 27,677,163,520  84%   63.84MB/s    0:01:16  \r",
      " 27,767,341,056  85%   66.18MB/s    0:01:11  \r",
      " 27,846,246,400  85%   62.57MB/s    0:01:14  \r",
      " 27,930,656,768  85%   63.22MB/s    0:01:12  \r",
      " 28,007,202,816  85%   65.08MB/s    0:01:09  \r",
      " 28,099,215,360  86%   66.24MB/s    0:01:07  \r",
      " 28,195,160,064  86%   65.37MB/s    0:01:06  \r",
      " 28,244,705,280  86%   58.95MB/s    0:01:12  \r",
      " 28,324,331,520  86%   62.08MB/s    0:01:07  \r",
      " 28,416,114,688  87%   64.48MB/s    0:01:04  \r",
      " 28,511,141,888  87%   72.95MB/s    0:00:55  \r",
      " 28,621,897,728  87%   90.00MB/s    0:00:43  \r",
      " 28,730,687,488  88%   96.96MB/s    0:00:39  \r",
      " 28,780,756,992  88%   86.96MB/s    0:00:43  \r",
      " 28,833,644,544  88%   76.91MB/s    0:00:48  \r",
      " 28,885,778,432  88%   62.93MB/s    0:00:58  \r",
      " 28,944,138,240  88%   50.90MB/s    0:01:11  \r",
      " 29,022,224,384  88%   55.33MB/s    0:01:03  \r",
      " 29,108,994,048  89%   59.06MB/s    0:00:58  \r",
      " 29,201,268,736  89%   64.86MB/s    0:00:51  \r",
      " 29,290,397,696  89%   68.70MB/s    0:00:47  \r",
      " 29,370,875,904  89%   68.64MB/s    0:00:46  \r",
      " 29,435,101,184  90%   64.98MB/s    0:00:48  \r",
      " 29,477,044,224  90%   56.72MB/s    0:00:54  \r",
      " 29,565,124,608  90%   56.10MB/s    0:00:53  \r",
      " 29,641,408,512  90%   51.52MB/s    0:00:56  \r",
      " 29,705,764,864  90%   53.97MB/s    0:00:53  \r",
      " 29,766,483,968  91%   58.25MB/s    0:00:48  \r",
      " 29,848,240,128  91%   57.53MB/s    0:00:47  \r",
      " 29,944,283,136  91%   69.58MB/s    0:00:37  \r",
      " 30,035,935,232  92%   70.43MB/s    0:00:36  \r",
      " 30,128,046,080  92%   77.12MB/s    0:00:31  \r",
      " 30,198,562,816  92%   77.41MB/s    0:00:30  \r",
      " 30,271,438,848  92%   72.29MB/s    0:00:32  \r",
      " 30,337,892,352  92%   72.05MB/s    0:00:31  \r",
      " 30,398,218,240  93%   63.87MB/s    0:00:34  \r",
      " 30,485,020,672  93%   67.72MB/s    0:00:31  \r",
      " 30,578,049,024  93%   72.49MB/s    0:00:27  \r",
      " 30,694,866,944  94%   84.39MB/s    0:00:22  \r",
      " 30,812,176,384  94%   98.77MB/s    0:00:18  \r",
      " 30,921,392,128  94%  104.12MB/s    0:00:16  \r",
      " 31,010,062,336  94%  103.08MB/s    0:00:15  \r",
      " 31,115,673,600  95%  100.40MB/s    0:00:14  \r",
      " 31,210,340,352  95%   95.00MB/s    0:00:14  \r",
      " 31,297,110,016  95%   89.65MB/s    0:00:14  \r",
      " 31,400,394,752  96%   93.13MB/s    0:00:13  \r",
      " 31,496,306,688  96%   90.82MB/s    0:00:12  \r",
      " 31,608,733,696  96%   95.06MB/s    0:00:10  \r",
      " 31,723,978,752  97%  101.85MB/s    0:00:08  \r",
      " 31,813,238,784  97%   97.99MB/s    0:00:08  \r",
      " 31,903,809,536  97%   96.72MB/s    0:00:07  \r",
      " 31,984,320,512  97%   89.15MB/s    0:00:07  \r",
      " 32,086,917,120  98%   86.14MB/s    0:00:06  \r",
      " 32,197,410,816  98%   91.66MB/s    0:00:04  \r",
      " 32,288,604,160  98%   91.81MB/s    0:00:03  \r",
      " 32,384,647,168  99%   95.52MB/s    0:00:02  \r",
      " 32,460,472,320  99%   89.13MB/s    0:00:02  \r",
      " 32,576,897,024  99%   90.54MB/s    0:00:00  \r",
      " 32,645,951,849 100%   82.68MB/s    0:06:16 (xfr#1, to-chk=0/1)\n",
      "\n",
      "sent 30 bytes  received 32,649,937,077 bytes  86,489,899.62 bytes/sec\n",
      "total size is 32,645,951,849  speedup is 1.00\n",
      "total 31G\n",
      "-rwxrwxrwx 1 sam users 31G Dec 19 22:03 Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "rsync \\\n",
    "--archive \\\n",
    "--verbose \\\n",
    "--progress \\\n",
    "gannet:/volume1/web/seashell/eog_v2/VCF_files/Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz .\n",
    "\n",
    "# Uncomment line below to download via web\n",
    "# wget http://gannet.fish.washington.edu/seashell/eog_v2/VCF_files/Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz\n",
    "\n",
    "ls -lh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Unzip VCF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 186G\n",
      "-rwxrwxrwx 1 sam users 186G Dec 19 22:03 Combined.SNP.TRSdp5g95FnDNAmaf05.vcf\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "real\t49m37.000s\n",
      "user\t20m21.120s\n",
      "sys\t2m30.532s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "time \\\n",
    "gunzip Combined.SNP.TRSdp5g95FnDNAmaf05.vcf.gz\n",
    "\n",
    "ls -lh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Sort and bgzip"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "awk: cannot open Combined.SNP.TRSdp5g95FnDNAmaf05.vcf (No such file or directory)\n",
      "\n",
      "real\t0m0.098s\n",
      "user\t0m0.004s\n",
      "sys\t0m0.000s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "time \\\n",
    "awk '$1 ~ /^#/ {print $0;next} {print $0 | \"sort -k1,1 -k2,2n\"}' Combined.SNP.TRSdp5g95FnDNAmaf05.vcf |\\\n",
    "${bgzip} \\\n",
    "--threads 18 \\\n",
    "> ${wd}/Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "sort: write failed: /tmp/sortDMZSYb: No space left on device\n",
      "\n",
      "real\t26m25.034s\n",
      "user\t3m37.928s\n",
      "sys\t1m59.788s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "time \\\n",
    "awk '$1 ~ /^#/ {print $0;next} {print $0 | \"sort -k1,1 -k2,2n\"}' Combined.SNP.TRSdp5g95FnDNAmaf05.vcf |\\\n",
    "${bgzip} \\\n",
    "--threads 18 \\\n",
    "> ${wd}/Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "No space??"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filesystem                     Size  Used Avail Use% Mounted on\n",
      "udev                            36G     0   36G   0% /dev\n",
      "tmpfs                          7.1G  722M  6.4G  10% /run\n",
      "/dev/sda6                      224G   80G  133G  38% /\n",
      "tmpfs                           36G  221M   36G   1% /dev/shm\n",
      "tmpfs                          5.0M  4.0K  5.0M   1% /run/lock\n",
      "tmpfs                           36G     0   36G   0% /sys/fs/cgroup\n",
      "/dev/sdb1                      917G  508G  363G  59% /home\n",
      "cgmfs                          100K     0  100K   0% /run/cgmanager/fs\n",
      "tmpfs                          7.1G  168K  7.1G   1% /run/user/1000\n",
      "//owl.fish.washington.edu/web   51T   48T  2.8T  95% /mnt/owl\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "df -h"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Deleted some stuff..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Filesystem                     Size  Used Avail Use% Mounted on\n",
      "udev                            36G     0   36G   0% /dev\n",
      "tmpfs                          7.1G  722M  6.4G  10% /run\n",
      "/dev/sda6                      224G   80G  133G  38% /\n",
      "tmpfs                           36G  250M   36G   1% /dev/shm\n",
      "tmpfs                          5.0M  4.0K  5.0M   1% /run/lock\n",
      "tmpfs                           36G     0   36G   0% /sys/fs/cgroup\n",
      "/dev/sdb1                      917G  212G  659G  25% /home\n",
      "cgmfs                          100K     0  100K   0% /run/cgmanager/fs\n",
      "tmpfs                          7.1G  168K  7.1G   1% /run/user/1000\n",
      "//owl.fish.washington.edu/web   51T   48T  2.8T  95% /mnt/owl\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "df -h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "sort: write failed: /tmp/sortrHTYQb: No space left on device\n",
      "\n",
      "real\t30m51.276s\n",
      "user\t3m39.152s\n",
      "sys\t1m58.672s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "time \\\n",
    "awk '$1 ~ /^#/ {print $0;next} {print $0 | \"sort -k1,1 -k2,2n\"}' Combined.SNP.TRSdp5g95FnDNAmaf05.vcf |\\\n",
    "${bgzip} \\\n",
    "--threads 18 \\\n",
    "> ${wd}/Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ran out of space - again. Duh. Just realized the space limitation was in ```/tmp```. Deleting the other files I previously removed had no effect.\n",
    "\n",
    "Need to fix this..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "real\t306m21.798s\n",
      "user\t118m7.088s\n",
      "sys\t30m32.388s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${vcf_dir}\n",
    "\n",
    "time \\\n",
    "awk '$1 ~ /^#/ {print $0;next} {print $0 | \"sort --temporary-directory=/home/sam/Downloads -k1,1 -k2,2n\"}' Combined.SNP.TRSdp5g95FnDNAmaf05.vcf |\\\n",
    "${bgzip} \\\n",
    "--threads 18 \\\n",
    "> ${wd}/Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Index with ```tabix```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 33G\n",
      "-rw-rw-r-- 1 sam sam  33G Jan  2 14:43 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 538K Jan  2 15:14 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz.tbi\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "real\t19m46.280s\n",
      "user\t18m55.812s\n",
      "sys\t0m22.376s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "time \\\n",
    "${tabix} --preset vcf Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz\n",
    "\n",
    "ls -lh"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Fill AN/AC values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 66G\n",
      "-rw-rw-r-- 1 sam sam  33G Jan  2 17:05 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam  33G Jan  2 14:43 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 538K Jan  2 15:14 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz.tbi\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "real\t109m50.921s\n",
      "user\t210m56.972s\n",
      "sys\t1m53.408s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "export BCFTOOLS_PLUGINS=/home/sam/software/bcftools-1.9-62-g1ce0f47/plugins\n",
    "\n",
    "time \\\n",
    "${bcftools} plugin fill-AN-AC Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz \\\n",
    "--output-type z \\\n",
    "--threads 18 \\\n",
    "--output Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz\n",
    "\n",
    "ls -lh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
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      "bash: line 5: bcftools: command not found\n",
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      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
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      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "for file in Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz; do\n",
    "  for sample in $($bcftools query -l $file); do\n",
    "      bcftools view \\\n",
    "      --min-ac 1 \\\n",
    "      --output-type z \\\n",
    "      --samples $sample \\\n",
    "      --output-file ${file/.vcf*/.$sample.vcf.gz} \\\n",
    "      --threads 18 \\\n",
    "      ${file}\n",
    "  done\n",
    "done"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
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      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "for file in Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz; do\n",
    "  for sample in `$bcftools query -l $file`; do\n",
    "      bcftools view \\\n",
    "      --min-ac 1 \\\n",
    "      --output-type z \\\n",
    "      --samples $sample \\\n",
    "      --output-file ${file/.vcf*/.$sample.vcf.gz} \\\n",
    "      --threads 18 \\\n",
    "      ${file}\n",
    "  done\n",
    "done"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n",
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      "bash: line 5: bcftools: command not found\n",
      "bash: line 5: bcftools: command not found\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "for file in Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz; do\n",
    "  for sample in $(/home/sam/software/bcftools-1.9-62-g1ce0f47/bcftools query -l $file); do\n",
    "      bcftools view \\\n",
    "      --min-ac 1 \\\n",
    "      --output-type z \\\n",
    "      --samples $sample \\\n",
    "      --output-file ${file/.vcf*/.$sample.vcf.gz} \\\n",
    "      --threads 18 \\\n",
    "      ${file}\n",
    "  done\n",
    "done"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%bash\n",
    "cd ${wd}\n",
    "\n",
    "for file in Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz; do\n",
    "  for sample in $($bcftools query -l $file); do\n",
    "      ${bcftools} view \\\n",
    "      --min-ac 1 \\\n",
    "      --output-type z \\\n",
    "      --samples $sample \\\n",
    "      --output-file ${file/.vcf*/.$sample.vcf.gz} \\\n",
    "      --threads 18 \\\n",
    "      ${file}\n",
    "  done\n",
    "done"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "real\t21m56.303s\n",
      "user\t14m55.344s\n",
      "sys\t4m17.120s\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "\n",
    "# Copy data to Gannet\n",
    "cd /home/sam/analyses\n",
    "time \\\n",
    "rsync \\\n",
    "--archive \\\n",
    "--relative \\\n",
    "./20190103_Cvirginica_vcf_splitting gannet:/volume1/web/Atumefaciens"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 113G\n",
      "-rw-rw-r-- 1 sam sam  33G Jan  2 14:43 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 538K Jan  2 15:14 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.vcf.gz.tbi\n",
      "-rw-rw-r-- 1 sam sam  33G Jan  2 17:05 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 567M Jan  2 20:28 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 586M Jan  2 21:32 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 588M Jan  2 22:36 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 560M Jan  2 23:41 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 549M Jan  3 00:45 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 572M Jan  3 01:50 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CL_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 527M Jan  3 02:54 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 530M Jan  3 03:58 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 541M Jan  3 05:02 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 534M Jan  3 06:05 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 540M Jan  3 07:09 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 540M Jan  3 08:14 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CLP_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 531M Jan  3 09:17 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 527M Jan  3 10:21 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 502M Jan  3 11:25 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 528M Jan  3 12:30 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 524M Jan  3 13:35 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 530M Jan  3 14:38 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.CS_7.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 552M Jan  3 15:42 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 568M Jan  3 16:47 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 557M Jan  3 17:50 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 524M Jan  3 18:54 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 562M Jan  3 19:58 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 545M Jan  3 21:02 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.DEBY_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 530M Jan  3 22:07 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 522M Jan  3 23:10 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 532M Jan  4 00:14 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 535M Jan  4 01:19 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 518M Jan  4 02:22 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 552M Jan  4 03:26 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_7.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 532M Jan  4 04:29 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 535M Jan  4 05:33 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 525M Jan  4 06:36 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 529M Jan  4 07:41 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 528M Jan  4 08:45 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 533M Jan  4 09:48 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HC_VA_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 252M Jan  4 10:52 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HG_HG0F2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 228M Jan  4 11:56 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HG_HG2F1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 194M Jan  4 13:00 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HG_HG2M5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 525M Jan  4 14:04 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 524M Jan  4 15:08 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 530M Jan  4 16:13 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 526M Jan  4 17:16 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 515M Jan  4 18:20 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 519M Jan  4 19:23 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.HI_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 610M Jan  4 20:28 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LM_1_pool.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 619M Jan  4 21:32 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LM_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 637M Jan  4 22:36 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LM_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 668M Jan  4 23:42 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LM_7.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 598M Jan  5 00:47 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LM_8.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 590M Jan  5 01:51 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 579M Jan  5 02:56 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 577M Jan  5 04:00 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 589M Jan  5 05:04 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 576M Jan  5 06:07 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 576M Jan  5 07:13 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.LOLA_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 510M Jan  5 08:16 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 482M Jan  5 09:20 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 498M Jan  5 10:23 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 517M Jan  5 11:27 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 490M Jan  5 12:31 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 501M Jan  5 13:35 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NEH_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 515M Jan  5 14:40 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NG_NH0H4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 450M Jan  5 15:45 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NG_NH2F6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 457M Jan  5 16:48 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NG_NH2F8.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 473M Jan  5 17:51 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.NG_NH2M1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 585M Jan  5 18:55 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 587M Jan  5 19:59 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 593M Jan  5 21:03 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 572M Jan  5 22:08 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 574M Jan  5 23:11 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 599M Jan  6 00:16 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.OBOYS2_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 584M Jan  6 01:19 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 568M Jan  6 02:23 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 586M Jan  6 03:27 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 572M Jan  6 04:30 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 586M Jan  6 05:34 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 581M Jan  6 06:38 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SL_6.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 528M Jan  6 07:41 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_10.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 517M Jan  6 08:45 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_11.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 523M Jan  6 09:48 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_12.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 531M Jan  6 10:53 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_7.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 522M Jan  6 11:56 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_8.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 523M Jan  6 12:59 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.SM_9.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 514M Jan  6 14:03 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_1.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 533M Jan  6 15:07 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_2.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 549M Jan  6 16:12 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_3.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 548M Jan  6 17:15 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_4.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 530M Jan  6 18:19 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_5.vcf.gz\n",
      "-rw-rw-r-- 1 sam sam 534M Jan  6 19:22 Combined.SNP.TRSdp5g95FnDNAmaf05.sorted.ANACfill.UMFS_6.vcf.gz\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "ls -lhtr ${wd}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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