Preprocess.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['>PtID 29411 ', ' Alias ACTG302_1062 ', ' Week 0\\n']\n",
      "['>PtID 29412 ', ' Alias ACTG302_1320 ', ' Week 0\\n']\n",
      "['>PtID 29412 ', ' Alias ACTG302_1320 ', ' Week 75\\n']\n",
      "['>PtID 29413 ', ' Alias ACTG302_1444 ', ' Week 0\\n']\n",
      "['>PtID 29413 ', ' Alias ACTG302_1444 ', ' Week 47\\n']\n",
      "['>PtID 29414 ', ' Alias ACTG302_1508 ', ' Week 0\\n']\n",
      "['>PtID 29414 ', ' Alias ACTG302_1508 ', ' Week 48\\n']\n",
      "['>PtID 29415 ', ' Alias ACTG302_1521 ', ' Week 0\\n']\n",
      "['>PtID 29415 ', ' Alias ACTG302_1521 ', ' Week 47\\n']\n",
      "['>PtID 29416 ', ' Alias ACTG302_1830 ', ' Week 0\\n']\n",
      "['>PtID 29416 ', ' Alias ACTG302_1830 ', ' Week 41\\n']\n",
      "['>PtID 29417 ', ' Alias ACTG302_1889 ', ' Week 0\\n']\n",
      "['>PtID 29417 ', ' Alias ACTG302_1889 ', ' Week 52\\n']\n",
      "['>PtID 29418 ', ' Alias ACTG302_1893 ', ' Week 0\\n']\n",
      "['>PtID 29418 ', ' Alias ACTG302_1893 ', ' Week 50\\n']\n",
      "['>PtID 29419 ', ' Alias ACTG302_1894 ', ' Week 0\\n']\n",
      "['>PtID 29420 ', ' Alias ACTG302_1955 ', ' Week 0\\n']\n",
      "['>PtID 29421 ', ' Alias ACTG302_2022 ', ' Week 0\\n']\n",
      "['>PtID 29422 ', ' Alias ACTG302_2086 ', ' Week 0\\n']\n",
      "['>PtID 29422 ', ' Alias ACTG302_2086 ', ' Week 71\\n']\n",
      "['>PtID 29423 ', ' Alias ACTG302_2090 ', ' Week 0\\n']\n",
      "['>PtID 29424 ', ' Alias ACTG302_2098 ', ' Week 0\\n']\n",
      "['>PtID 29424 ', ' Alias ACTG302_2098 ', ' Week 71\\n']\n",
      "['>PtID 29425 ', ' Alias ACTG302_2099 ', ' Week 0\\n']\n",
      "['>PtID 29426 ', ' Alias ACTG302_2101 ', ' Week 0\\n']\n",
      "['>PtID 29426 ', ' Alias ACTG302_2101 ', ' Week 72\\n']\n",
      "['>PtID 29427 ', ' Alias ACTG302_2145 ', ' Week 0\\n']\n",
      "['>PtID 29427 ', ' Alias ACTG302_2145 ', ' Week 47\\n']\n",
      "['>PtID 29428 ', ' Alias ACTG302_2344 ', ' Week 0\\n']\n",
      "['>PtID 29428 ', ' Alias ACTG302_2344 ', ' Week 41\\n']\n",
      "['>PtID 29429 ', ' Alias ACTG302_2437 ', ' Week 0\\n']\n",
      "['>PtID 29430 ', ' Alias ACTG302_2439 ', ' Week 0\\n']\n",
      "['>PtID 29430 ', ' Alias ACTG302_2439 ', ' Week 51\\n']\n",
      "['>PtID 29431 ', ' Alias ACTG302_2468 ', ' Week 0\\n']\n",
      "['>PtID 29431 ', ' Alias ACTG302_2468 ', ' Week 48\\n']\n",
      "['>PtID 29432 ', ' Alias ACTG302_2657 ', ' Week 0\\n']\n",
      "['>PtID 29432 ', ' Alias ACTG302_2657 ', ' Week 49\\n']\n",
      "['>PtID 29433 ', ' Alias ACTG302_2854 ', ' Week 0\\n']\n",
      "['>PtID 29433 ', ' Alias ACTG302_2854 ', ' Week 71\\n']\n",
      "['>PtID 29434 ', ' Alias ACTG302_2950 ', ' Week 0\\n']\n",
      "['>PtID 29434 ', ' Alias ACTG302_2950 ', ' Week 48\\n']\n",
      "['>PtID 29435 ', ' Alias ACTG302_2951 ', ' Week 0\\n']\n",
      "['>PtID 29435 ', ' Alias ACTG302_2951 ', ' Week 50\\n']\n",
      "['>PtID 29436 ', ' Alias ACTG302_2979 ', ' Week 0\\n']\n",
      "['>PtID 29436 ', ' Alias ACTG302_2979 ', ' Week 48\\n']\n",
      "['>PtID 29437 ', ' Alias ACTG302_2982 ', ' Week 0\\n']\n",
      "['>PtID 29437 ', ' Alias ACTG302_2982 ', ' Week 18\\n']\n",
      "['>PtID 29438 ', ' Alias ACTG302_3044 ', ' Week 0\\n']\n",
      "['>PtID 29438 ', ' Alias ACTG302_3044 ', ' Week 117\\n']\n",
      "['>PtID 29439 ', ' Alias ACTG302_3046 ', ' Week 0\\n']\n",
      "['>PtID 29439 ', ' Alias ACTG302_3046 ', ' Week 68\\n']\n",
      "['>PtID 29440 ', ' Alias ACTG302_3142 ', ' Week 0\\n']\n",
      "['>PtID 29440 ', ' Alias ACTG302_3142 ', ' Week 48\\n']\n",
      "['>PtID 29441 ', ' Alias ACTG302_3143 ', ' Week 0\\n']\n",
      "['>PtID 29441 ', ' Alias ACTG302_3143 ', ' Week 48\\n']\n",
      "['>PtID 29442 ', ' Alias ACTG302_3208 ', ' Week 0\\n']\n",
      "['>PtID 29442 ', ' Alias ACTG302_3208 ', ' Week 31\\n']\n",
      "['>PtID 29443 ', ' Alias ACTG302_3300 ', ' Week 0\\n']\n",
      "['>PtID 29444 ', ' Alias ACTG302_3304 ', ' Week 0\\n']\n",
      "['>PtID 29444 ', ' Alias ACTG302_3304 ', ' Week 48\\n']\n",
      "['>PtID 29445 ', ' Alias ACTG302_3329 ', ' Week 0\\n']\n",
      "['>PtID 29445 ', ' Alias ACTG302_3329 ', ' Week 31\\n']\n",
      "['>PtID 29446 ', ' Alias ACTG302_3523 ', ' Week 0\\n']\n",
      "['>PtID 29446 ', ' Alias ACTG302_3523 ', ' Week 45\\n']\n",
      "['>PtID 29447 ', ' Alias ACTG302_3585 ', ' Week 0\\n']\n",
      "['>PtID 29448 ', ' Alias ACTG302_3586 ', ' Week 0\\n']\n",
      "['>PtID 29449 ', ' Alias ACTG302_3588 ', ' Week 0\\n']\n",
      "['>PtID 29449 ', ' Alias ACTG302_3588 ', ' Week 68\\n']\n",
      "['>PtID 29450 ', ' Alias ACTG302_3620 ', ' Week 0\\n']\n",
      "['>PtID 29450 ', ' Alias ACTG302_3620 ', ' Week 48\\n']\n",
      "['>PtID 29451 ', ' Alias ACTG302_3623 ', ' Week 0\\n']\n",
      "['>PtID 29451 ', ' Alias ACTG302_3623 ', ' Week 47\\n']\n",
      "['>PtID 29452 ', ' Alias ACTG302_3657 ', ' Week 0\\n']\n",
      "['>PtID 29453 ', ' Alias ACTG302_3665 ', ' Week 0\\n']\n",
      "['>PtID 29453 ', ' Alias ACTG302_3665 ', ' Week 54\\n']\n",
      "['>PtID 29454 ', ' Alias ACTG302_675 ', ' Week 0\\n']\n",
      "['>PtID 29455 ', ' Alias ACTG302_745 ', ' Week 0\\n']\n",
      "['>PtID 29455 ', ' Alias ACTG302_745 ', ' Week 26\\n']\n",
      "['>PtID 29456 ', ' Alias ACTG302_806 ', ' Week 0\\n']\n",
      "['>PtID 29456 ', ' Alias ACTG302_806 ', ' Week 40\\n']\n",
      "['>PtID 29457 ', ' Alias ACTG302_865 ', ' Week 0\\n']\n",
      "['>PtID 29457 ', ' Alias ACTG302_865 ', ' Week 24\\n']\n"
     ]
    }
   ],
   "source": [
    "clean_seq = lambda x: x.strip().strip('.')\n",
    "\n",
    "f = open('../ACTG302_RT_fasta.txt', 'r')\n",
    "ptid = None\n",
    "sequences = []\n",
    "while True:\n",
    "    desc = f.readline()\n",
    "    seq = f.readline()\n",
    "    if not seq: \n",
    "        break  # EOF\n",
    "    tokens = desc.split(\"|\")\n",
    "#     print tokens\n",
    "    ptid_new = tokens[0].split()[1]\n",
    "    if ptid_new != ptid:\n",
    "        if ptid is not None:\n",
    "            sequences.append([start_seq, end_seq]) # Write previous record\n",
    "        start_seq = clean_seq(seq)\n",
    "        end_seq = None\n",
    "        ptid = ptid_new\n",
    "    else:\n",
    "        end_seq = clean_seq(seq)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "34"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(sequences) # 46 patients"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count = 0\n",
    "for pt in sequences:\n",
    "    if pt[1] is None:\n",
    "        count += 1\n",
    "        sequences.remove(pt)\n",
    "count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['CCCATTAGTCCTATTGACACTGTCCCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAACTGGAAGAGGAAGGGAAAATTTCAAGAATTGGGCCTGAAAATCCATACAATACTCCAGTRTTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGGAAATTAGTAGATTTCAGAGAACTTAACAGGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGRATACCACATCCCGCAGGGYTAAAAAAGAAAAAATCAGTAACAGTACTRGATGTGGGTGATGCATATTTTTCAATTCCCTTAGATAAAGATTTCAGGAAATATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGATCCTTTTAGAAAACAGAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAAGAACTGAGACAACATCTGTGGAAATGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGATATACAGAAGTTAGTGGGAAAATTGAATTGG',\n",
       "  'CCCATTAGTCCTATTGACACTGTACCAGTAARATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAACTGGAAGAGGAAGGGAAAATTTCAAGAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGGAAATTAGTAGATTTCAGAGAACTTAACAGGAAAACTCAAGACTTCTGGGARGTTCAATTAGGGATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTAGATGTGGGTGATGCATATTTTTCAATTCCCTTAGATAAAGATTTCAGGAAATATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGATCCTTWTAGAAAACAGAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGAYTTAGAAATAGGGCAGCATAGAACAAAAATAGAAGAACTGAGACAACATCTGTGGAAATGGGGATTTTACACACCAGAYAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGATATACAGAAGTTAGTGGGAAAATTGAATTGGKCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCACTTATGTAAACTCCTGAGGGGAGCCAAAGCACTAACAGAAGTAATACCATTAACA'],\n",
       " ['CCCATTAGTCCTATTGARACTGTACCAGTAMAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAMTGGARAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTKGCCATAAAGAAAAAAGACAGTACTAAATGKAGAAAAKTAGTAGATTTCAGRGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGRATACCACATCCTGCAGGGTTAAAAMAGAAAAAATCAGTAACAGTACTGGATGTGGGYGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCKAGTATGAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCACTATTCCAAKCTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACRTGGATGAYTTRTATGTAGGATCTGACTTAGAAATAGGGCGGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGARGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGKTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTGCCAGAAAARGACAGCTGGACTGTCAATGACATACAGAARYTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTYCTTAGGGGAACCAAAKCACTAACAGAAGTAGTACCACTAACAAAAGAAGCAGAGCTAGAN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTGGAACTTTGTACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCGGTATTTGTCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAACAGATTTCAGGGAACTTAATAAGAGAACTCAAGACTTCTGGGAAATTCAATTAGGGATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCGAGCATGAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAGCTAGCATGACAAAAATCCTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGACTTATATGTAGGATCTGACTTAGAAATAGGGCGGCATAGAACAAAAATAGAGGAACTRAGACAACATCTRTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGKTATGAACTCCATCCTGAYAAATGGACAGTACAGCCTATAATGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGCTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAATCACTAACAGAAGTAGTACCACTAACAAAAGAAGCAGAGCTA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCACTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCARTATTTGCTATAAAGAAAAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTGCTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAGTTCAGGAAGTATACTGCATTTACCATACGTAGYACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCYTAGAGCCTTTTAGAAAACRAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAATTGAGAGAACATCTGTTAAAGTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGAYATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCACTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCARTATTTGCTATAAAGAAAAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTGCTGGATGTGGGTGATGCATATTTTTCARTTCCCTTAGATAAAGAGTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACGAWATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAGGAATTGAGAGAACATCTGTTAAAGTGGGGATTTTACACACCAGACAARAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGAYATACAGAAGTTAGTGGGAAAATTRAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCACTAACAGAA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTMCCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGKCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAGAATAGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTRGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTMCCAGTACTGGATGTGGGTGATGCATACTTTTCAGTTCCCTTAGATAAAGACTTCAGAAAGTATACTGCATTTACCATACCTAGCATAAACAACGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGASATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTAAGACAGCATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGWACAGCCTATAATGCTACCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCWGGAATTAAMGTMAAGCAATTATGTAAACTCCTCAGGGGAAACAAMGCACTAACAGAAGTRATACCGCTAACAAAAGAAGCAGAGCTAGAACTG',\n",
       "  'AAAGTTAAACAATGGCCATTGACAGAAGAAAAATTAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAGAATAGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAGGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATACTTTTCAATTCCCTTAGATAGAGACTTCAGAAAGTATACTGCATTTACCATACCTAGYATAAACAACGAGACMCCAGGGATTAGATATCAATACAATGTGCTTCCACAGGGATGGAAAGGATCMCCAGCAATATTCCAAAGTAGCATGACAAAGATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTGGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTAAGACAGCATCTGTTGAGGTGGGGATTTTACACACCAGACAAAAAACATCAGAARGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTACCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGAATTAAAGTAAAGCAATTATGTAAACTTCTCAGGGGAACCAAAGCACTAACAGAAGTAATACCGCTAACAAAAGAAGCAGASSTAKAA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTARTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAGCTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGRAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGATTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTCACCACACCAGATAAAAAACATCAAAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAARTTAGTGGGAAAATTGAACTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCACTAACGGAAGTAGTACCACTAACAGAAGAAGCAGAGCTAGAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTARTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAGCTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAMTTCAGRAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAAACAAAATCCAGAMATRGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGATTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGARGTGGGGATTCACCACACCAGATAAAAAACATCAAAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAARTTAGTGGGAAAATTGAACTGGGCAAGTCAGATTTAC'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAGACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGACGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTCTTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGARAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCYGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAATTCCCTTAGATGAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTGTAAACAACGAGACACCAGGGATTAGATATCAGTACAACGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGATCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTGGARGTGGGGATTTTACACACCAGACAAAAAACATCAGMAAGAACCTCCATTCCATTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTGAGGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAATACCTCTAACAGAAGAAGCAGAGCTAGAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCATTGACAGARGAAAAAATAAARGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGACGGGAAAATTTCAAAAATAGGGCCTGAAAATCCATACAATACTCCAGTCTTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGGATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAATTCCCTTAGATGAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTGTAAACAACGAGACACCAGGGATTAGATATCAGTACAACGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGATCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTAAGACAACATCTGTGGAGGTGGGGATTTTACACACCAGACAAAAAACATCAGCAAGAACCTCCATTCCATTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAAATGGAAAAAGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGAMAGCTCTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTCCAAYTAGGAATACCACATCCCGCAGGATTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATACTATTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACTATACCTAGTATAAACAATGAGACACCAGGGATTAGGTATCAGTACAATGTGCTTCCCCAGGGATGGAAAGGATCACCAGCAATATTCCAATGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATATATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGARWTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTTCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGAGGAACCAAAGCACTAACAGAAGTAATACCACTAACAGAAGAAGCAGAGCTAGAACTN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCRGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTARTAGAAATTTGTACAGAAWTGGAAAAAGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGTCATAAAGAAAAAAGAAAGCTCTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGARAACTCAAGACTTCTGGGAAATTCAACTAGGAATACCACATCCCGCAGGATTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATACTATTCAATTCCCTTAGATAAAGACTTCAGGAAGTATACTGCRTTTACTATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCCCAGGGATGGAAAGGATCACCAGCAATATTCCAATGYAGCATGAYAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATATATAGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTGGAGTTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTTCATTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAACTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAKAGGA'],\n",
       " ['CCCATTAGCCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAATATTTGCTATAAAGAAGAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATATAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGCTCTGATTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGAGCACATCTGTTGAGTTGGGGATTCATCACACCAGACSAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTACATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGATAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAGGCACTAACAGAAGTAATACCACTAACAGAAGAAGCAGAGCTAGAA',\n",
       "  'CCCATTAGCCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAARGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAAATGGAAAAGGAAGGRAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAATATTTGCTATAAAGAAGAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATATAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACRTGGATGATTTGTATGTAGGCTCTGATTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGAGCACATCTGTTGAGTTGGGGATTCAYCACACCAGAMCAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTACATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGATAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAGGCACTAACCAGAAGTATACCACTAACAGAAGAAGCAGASCTWGAACTG'],\n",
       " ['CCCATAAGTCCTATTGAACCTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAARGACAGTACTAAATGGAGGAAAGTAGTAGATTTCAGAGAACTTAATAAGAARACTCAAGACTTCTGGGAAATTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAGAAATCAGTAACAGTACTGGATGTGGGTGATGCCTATTTTTCAGTTCCCTTAGATCCAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATGGTTATCTGTCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGACAGCATAGAACAAAAATAGAGGAGCTGAGACAACATCTGTTGAGGTGGGGATTCACCACACCAGACAAAAAATATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAGCTCCATCCTGATAAATGGACAGTACAGCCTATAGTACTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTAACATTAACAGAAGAAGCAGAGCTAGAC',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAGAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAAACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAATTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCCTATTTTTCAATTCCCTTAGATCCAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTGTAAACAATGAGMACCCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATGCAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATGGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAGATAGTGGAACTGAGACAACATCTGTGGAGGTGGGGATTTTACACCCCAGATAACAAACATCARAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTACTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTAACATTAACAGAAGAAGCAKAGCTAGAA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGGATGGATGGCCCAAAAGTYAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAAYCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGGAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCTTTAGATAAAGAATTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGGTATCAGTATAATGTGCTTCCACAGGGATGGAAAGGGTCACCAGCAATATTCCAAGCTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGACTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGARGAACTGAGACAACATCTGTTGAGGTGGGGATTTASCACACCAGACAAAAAGCATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAATTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTAAAGCAATTATGCAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTRCCACTAACAGAAGAAGCAGAG',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGGATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGGAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCRCATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCTTTAGATAAGGAATTCAGGAAGTATACTGCATTTACCATACCTAGTAYAACCAATGAGACACCAGGGATTAGGTATCAGTATAATGTGCTTCCACAGGGATGGAAAGGGTCACCAGCAATATTCCAAGCTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGACTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAAGAACTGAGACAACATCTGTGGAGGTGGGGATTTTACACACCAGACAAAAAGCATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTRCAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAATTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTAAAGCAATTATGCAAACTCCTTAGGGGAGCCAAAGCACTAACAGAAGTAGTACCACTAACAGAAGAAGCAGAGCTAGAACTG'],\n",
       " ['GAAATSTGTACAGAAATGSAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGARAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACACCCCGCAGGGTTAAAAAAGAAAMAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAGTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAGTACATGGATGATTTGTATGTAGGATCGGACTTAKAAATAGRGCAGCATAGAACAAAAATAGAAGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGAAAAACTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAACAATTATGTAGACTCCTTAGGGGAACCAAGGCATTAACAGAAGTAATACCACTAACACGAGAAGCAGAGCTAGAN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATGGAAATCTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTGTTTGCCATAAAGAAAAAAGACAGTAATAAATGGAGAAAGTTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACACCCCTCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAATTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAGTACGTGGATGATTTGTATGTAGGATCAGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAAGAACTGAGACAACATCTGTTGARGTGGGGGTTYACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAACTGAAYTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAACAATTATGTAGACTCCTTAGGGGAACCAAGGCATTAACAGAAGTTATACCACTAACACGAGAAGCA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAACTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAARGCATTAGTAGAAATTTGCACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCTATAAAGAAAAAAGACAGTAATAAATGGAGAAAATTAGTAGACTTCAGGGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGATTAAAAAAGAAAAAGTCAGTAACAGTACTGGATGTGGGTGATGCATATTTYTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGAATTAGATATCAATATAATGTACTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAACTAGTTRTCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAGCTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAAATTTACGCAGGGATTAAAGTAAAACAGTTATGCAAACTCCTTAGGGGAACCAAGGCACTAACAGAAGTAGTACAACTAACAGAAGAAGCAGAGTTAGAACTGGCAGAAAACAGGGAAATTCTAAAAGAACCA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAACCTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGCACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCTATAAAGAAAAAAGACAGTAATAAATGGAGAAAATTAGTAGACTTCAGGGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGATTAAAAAAGAAAAAGTCAGTAACAGTACTGGATGTGGGTGATGCATATTTCTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGAATTAGATACCAATATAATGTRCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAACTRRTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTYTGGATGGGTTATGAGCTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAAATTTACGCAGGGATTAAAGTAAAACAGTTATGCAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTACAACTAACAGAAGAAGCAGAGTTA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTGTTTGCCATAAAGAAAAAAAACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAATTCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCGATTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGTATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAATTGAGACAACATTTGTGGAAGTGGGGRTTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTAYGCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGACCCAAAGCACTAACA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTRAAGCCAGGAATGGATGGCCCAAGAGTTAAMCAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAARAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTGTTTGCCATAAAGAAAAAAAACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAWTCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCGATTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCGGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGTATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTAYGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAATTGAGACAACATTTGTGGAAGTGGGGGTTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACKGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCRTTAGTAGAAATATGTACAGAACTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAKTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTTTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCTTTAGATAAAGAATTCAGAAAGTATACTGCATTTACCATACCTAGNGCAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTGCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAGATAGTTATCTRTCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAAGTGGGGGTTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTG',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAARTTAAACAATGGCCATTGACAGARGAAAAAATAAAAGCGTTAGTAGAAATATGTRCAGAACTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTTTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTAYTGGATGTGGGTGATGCATATTTTTCAGTTCCYTTAGATAAAGAATTCAGAAAGTATACTGCATTTACCATACCTAGCACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAGATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTGGAAGTGGGGGTTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTATCCAGGGATT'],\n",
       " ['AAATTAAAGCCAGGAATGGATGGCCCAAAGGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAGGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAGAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATCCAGACTTYAGGAAGTATACTGCRTTTACCATACCTAGTATAAACAATGAGACACCGGGGATTAGATATCAGTACAATGTGCTGCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATYTTAGAGCCTTWTAGAAAGCAAAATCCAGACATGGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAACAGCATAGAACAAAAATAGAGGAACTGAGACAGCATCTGTGGARGTGGGGACTTACCACACCAGACAAAAAACATCAGAAGGAACCTCCRTTTCTTTGGATGGGTTATGAACTTCATCCTGACAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTAGGAAAATTGAATTGGGCAAGT',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAGGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGARAACTTAATAAGAGAACTCAAGACTTCTGGGARGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGARAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATCCAGACTTTAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCGGGGATTAGATATCAGTACAATGTGCTGCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAGCAAAATCCAGACATGGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGCACTRAGACARCATCTGTKGAGGTGGGGACTTACCACACCAGACAAAAAACATCAGAAGGAACCTCCATTCCTTTGGATGGGTTATGAACTTCATCCTGACAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTAGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGAATTAAAGTAAGGCAATTATGCAAACTCCTTAGGGGAGCCAAAGCATTAACAGAAGTAATACCACTAACCGCAGAAGCAGAGCTAGAACTT'],\n",
       " ['CCCATTAGTCCTATTGAGACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAGGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTARTRGAAATTTGTRCAGAAYTGGAARAGGAAGGRAARATTTCAAAAATTGGGCCTGAAAATCCATAYAATACTCCAGTATTTGCCATAAAGAAAAARRACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTRGATGTGGGTGATGCATATTTTTCRRTTCCCTTAGAYAAAGACTTCAGGAAGTATACTGCATTTACYATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAKCAATATTCCAAAGTAGCATGACWAAAATCTTAGAGCCTTTYAGAAAACAAAATCCAGACATAGTTATCTATCAATACRTGGATGATTTGTATGTAGGATCTGATTTRGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGASAAYATCTGTGGAARTGGGGATTTTACACACCAGACAARAAACATCAGAAAGAACCTCCRTTCCTTTGGATGGGTTATGARCTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAARGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAGATTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCGTTAGTAGAAATTTGTACAGAMCTGGAAAAGGAAGGAAAGATTTCAAAAATTGGGCCTGAAAATCCATAYAATACTCCAGTATTTGCCATAAAGAAAAAAGAYAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAATTCCCTTAGAYAAAGACTTCAGGAAGTATACTGCATTTACTATACCTAGTRTAAACAATGAGACCCCAGGGATTAGATATCAGTACAATGTACTTCCACAGGGATGGAAAGGATCACCATCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAGGAACTGAGACAACATCTGTGGAAATGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTYCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAAT'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAGATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATGAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACWATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAGAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGGTCTGACTTAGAAATAGAGCAGCATAGRACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAACCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATTCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCRCTAACAGAAGTAATACCACTAACAGAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAARATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAACTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATGAAGACTTCAGGAAGTATACTGCATTTACAATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAARTAGCATGACAAGAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGGTCTGACTTAGAAATAGAGCAGCATAGRACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAACCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATTCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCACTAACAGAAGTNWTACCACTAACAAAAGAAGSAGAGCTAGAACTG'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAGGAAAAAAGACAGTACTRAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGAYTTCTGGGAAGTTCAATTAGGGATACCACATCCCTCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGAAAGTATACTGCATTCACCATACCTAGTACAAATAATGAGACACCAGGGATTAGATACCAGTAYAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATGTAGCATGACAAGAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAACTAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAAGAACTGAGACAACATCTGTKGAGGTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGAYAGCTGGACTGTCAATGATATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAARGACAGTACTAAATGGAGRAAATTAGTAGATTTCAGAGAACTYAATAAGAGAACTCAAGAYTTCTGGGAAGTTCAATTAGGGATACCACATCCCTCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGAAAGTATACTGCATTCACCATACCTAGTACAAATAATGAGACACCAGGGATTAGATACCAGTACAATGTACTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAMCTAGTYATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAAGAACTRAGACAACATCTGTGGAGGTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGAYAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTANCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTYAGG'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAGAAAATAAAAGCATTAGTAGAACTTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGARAAAAGACAGTACTAAATGGAGAAAATTARCAGATTTCAGAGAACTTAATAAGAGAACCCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTAYTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTTAGGAARTATACTGCATTYACCATACCYAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAARACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAAYAAAAATAGAGGAACTGAGAGAACATCTGTTGAAGTGGGGAYTTACCACACCAGAYAAAAAACATCAGAAAGAACCGCCATTCCTTTGGATGGGTTATGAACTCCATCCKGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTAAGGCAATTATGTAAGCTCCTTAGGGGAACCAAGGCACTAACAGAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAGAAAATAAAAGCATTAGTAGAACTTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAARAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGYCATAAAGAAAAARGACAGTACTAAATGGAGAAAATTAACAGATTTCAGAGAACTTAATAAGAGAACCCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAMAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTTAGGAAGTATACTGCATTTACCATACCTAGTATAAATAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAARRTAGCATGACAWRAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAATAAAAATAGAGGAACTGAGAGAACATTTGTTGAAATGGGGACTTACCACACCAGACAAAAAACATCAGAAAGAACCGCCATTCCTTTGGATGGGTTATGAACTCCATCCKGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGAYATACAGAAGTTAGTG'],\n",
       " ['CCCATTAGCCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGGATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAAGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAAACAAAATCCAGACCTAGTTATCTATCAATACATGGATGATYTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGRGACAACACCTGTTGAAGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCYCCATTYCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATARTACTGCCAGAAAARGACATCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAKATTTAYCCAGGAATCAAA',\n",
       "  'CCCATTAGCCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAKAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGGATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAAGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAAACAAAATCCAGACCTAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGARGAACTGAGACAACACCTGTTGAAGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTACTGCCAGAAAARGACATCTGGACTGTCAATGACATACAGAAGTTAGTGGKAAAATTGAATTGGKCAAGTCAGATTTACCCAGGAATCAAAGTAAGGCAATTATGTAAACTCCTT'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCATTGACAKAAGAAAAAATAAAAGCATTAGTAGAAATTTGTRCAGAATTGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAMAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAAAGAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTAGATGTGGGAGATGCATATTTTTCAGTTCCCTTAGATGAAGATTTCAGAAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACCCCAGGGATTAGGTATCAATACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATGGWTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGACAGCATAGAAYAAAAATAGAGGAACTGAGAGAACATCTGTTACAGTGGGGGTTTTACACACCAGACAAAAAACATCAGAAAGAACCYCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAARTGGACAGTACAGCCTATAATGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTATCCAGGGATTAAAGTAAAGCAATTATGTAAACTCATTAGGGGAACCAAAGCACTAACAGAAGTAGTACCACTAACA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTRCAGAATTGGAAAAGGAAGGRAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAAAGAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTAGATGTGGGAGATGCATATTTYTCARTTCCCTTAGATGAAGATTTCAGAAAGTATACTGCATTTACCATACCTAGTATGAACAATGAGACACCAGGGATTAGGTATCAATACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACWAAAATATTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGCTCTGACTTAGAAATAGGACAGCATAGAACAAAAATAGAGGAACTGAGAGAACATCTGTTACAGTGGGGGTTTTACACACCAGACAAAAAACATCAGAAAGAACCCCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAACGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGTATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTACAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTAMTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAGAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAARTATACTGCATTTACCATCCCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCGCAGGGATGGAAAGGATCRCCAGCAATATTCCAAAGCAGCATGACAAAAATCTTAGAGCCTTTTAGGAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGACAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGARGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAGCTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTGCCAGATAARGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATCCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTACCACTAACAGAAGAAGCAGAACTN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGTATGGATGGCCCAAAAGTTAAACAATGGCCATTRACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTACAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTAMTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAGGAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCTTTAGATAAAGACTTCAGGAARTATACTGCATTTACCATCCCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCGCAGGGATGGAAAGGATCRCCAGCAATATTCCAAAGCAGCATGACAAAAATCTTAGAGCCTTTTAGGAAACAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGACAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAGCTCCATCCTGATAAATGGACAGTACAGCCTATAATGCTGCCAGATAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATCCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAAGCCCTAACAGAAGTAGTACCACTAACAGAAGAAGCAGAGCTN'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGTCCAAGAGTTAAGCAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGACCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTAATAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCGGGGTTAAAACAGAAAAAATCAGTAACRGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGMGACACCAGGGATTAGATATCAGTACAATGTGCTGCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAGCAAAATCCAGACATAGTTATCTATCAATATATGGATGATTTGTATGTAGGATCTGAYTTAGAAATAGGGCWGCAYAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAAGTGGGGGTTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCGGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTG',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGTCCAAGAGTTAAGCAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTRCAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAGGACAGTAMTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGARAACTCAAGATTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCGGGGTTAAAACAGAAAAAWTCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGCGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAARAATCTTAGAGCCTTTTAGAAAGCAAAATCCAGACATAGTTATCTATCAATAYRTGGATGATTTGTATGTAGGATCTGAYTTAGARATAGGGCAGCATAGARCAAAAATAGAGGAACTGAGACAACATCTGTTGARGTGGGGRYTTACCACACCAGACMAAAARCATCAGAAAGAACCYCCATTCCTTTGGATGGGTTATGAACTCCATCCKGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCMAGTCAGATTTACGCAGGGATTAAAGTAAAGCAACTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTGGTACCACTAACAGAAGAAGCAGAGCTAGAACTG'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTMMAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAGAACAGTACTAGMTGGAGAAAAKTAGTAGATTTCAGAGAACTGAAYAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCTCAGGGTTAAAAAAGAAAAATTCAGTAACAGTACTGGATGTGGGTGATGCGTATTTTTCAGTTCCCTTAGATAAAGAATTCAGGAAGTATCCTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCTCAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAARAATCTTAGAGCCTTTTAGAAAACAATATCCAGAMATAGTTGTCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAGATAGGGCAGCATAGAGAAAAAATAGAAGAACTGAGACAACATCTGTTGAGWTGGGGACTTACCACACCAGACCAAAAGCATCAGAAAGAACCCCCATTTCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGAGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCCCTAACAGAAGTN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAARAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTGCAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTCGCCATAAAGAAAAAGAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTGAAYAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCTCAGGGTTAAAAAAGAAAAATTCAGTAACAGTACTGGATGTGGGTGATGCGTATTTTTCAGTTCCCTTAGATAAAGAATTCAGGAAGTATACTGCATTYACCATACCTAGTATAAACAAYGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCTCAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAGAATCTTAGAGCCTTTTAGAAAACAAAACCCAGAAATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAGATAGGGCAGCATAGAGAAAAAATAGAAGAACTGAGACAACAKCTRTTGAGATGGGGACTTWTCACACCAGAACARAAGCATCAGAAAGAACCCCCATTTCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGWCAGTACAGCCTAYWAAGCTGCCAGAAAAAGACAGCTGGMCTGTCAATGACATACAGAAGTTAGTGSGAAAATTGRATTGSGCAAGTCAGATTTACCCASGGATTAAAGTAAAGCAATTATGTRAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTN'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGCACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCTCAGGGTTAAARAAGAAAAAATCAGTAACAGTACTGGATGTGGGKGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCCAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTYCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAGAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAGCAAAAATAGAGGAACTGAGACAACATCTGTTGAAGTGGGGGTTTACCACACCAGACAAGAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGT',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGCACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCTCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCCAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTTCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAGAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAGCAAAAATAGAGGAACTGAGACAACATCTGTTGAAGTGGGGGTTTACCACACCAGACAAGAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAAGCACTAACAGAAGTAATACCGCTTACAGAAGAAGCAGAGCTAGAACTN'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCATTGACRGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAACAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCCATATTTGCCATAAAGAAGAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCAGCAGGATTAAAAAAGAAGAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGATTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAGCAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAGGAACTGAGACAACATTTGTTGAGATGGGGATTTTACACACCAGAACAAAAACATCAGAAAGAACCTCCATTCCWTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAACTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAAACGCTAACAGAAGTAGTACCACTAACAGCAGAAGCAGAGCTAGAACTGGCN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAGAGTTAAACAATGGCCATTGACGGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAATTGGAACAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCCATATTTGCCATAAAGAAGAAAAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCAGCAGGATTAAAAAAGAAGAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGATTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAGCAAAATCCAGACATAGTTATCTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAGGAACTGAGACAACATTTGTTGAGATGGGGATTTTACACACCAGAACAAAAACATCAGAAAGAACCTCCATTCCATTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAACTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAAACGCTAACAGAAGTAGTACCACTTACTGCAGAAGCCGAGCTTGAACTGGCAGAA'],\n",
       " ['CCCATTAGTCCTATTGAGACTGTACCAGTAAAACTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATCTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAACACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAGTGGAGAAAAGTAGTAGATTTCAGAGAACTTAATAAAAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCAGCAGGGTTAAAAAAGAAAAAGTCAGTAMCAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAATATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTRCAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACACAATCCAGACATAGTTATCTACCAATACRTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCRTAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGARGTGGGGACTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGKACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAKGCACTAACAGAAGTAGTACCACTAACAGAAGAAGCAGAGCTAGAA',\n",
       "  'CCCATTAGTCCTATTGAGACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAARCAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATCTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAGAAAAGACAGTACTAAGTGGAGAAAAKTAGTAGATTTCAGAGAACTTAATAAAAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCAGCAGGGTTAAAAAAGAAGAAGTCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAATATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAMAATCCAGACATAGTTATCTACCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGACTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGKTATGAACTYCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATGCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAGGCACTAACAGAAGTAGTACCACTAACAGAAGAAGCAGAGCTAGACCTN'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTAACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCTATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAACTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTCTCAGTTCCCTTAGATAAAGATTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGMCCCCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAMCAAAAATAGAGGAACTGAGAGAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTAACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCTATAAAGAAAAAAGACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAACTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTCTCAGTTCCCTTAGATAAAGATTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGAGAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTAARACAAYTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTACCAYTAACAGMAGAAGCAGAGCTAGAACTT'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAGATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGTCATAAAGAAAAAAGACAGTAGTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAKCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAACCAGAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGGTTTTTCACACCAGACAAAAAACATCAGAARGAACCTCCATTCCTTTGGATGGGKTATGARCTCCATCCTGATAAATGGACAGTACAGCCTATAGTACTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTRACAGAAGTAATACCACTAACAAAAGAAGCAGAGCTAGAC',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAMAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAGATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGTCATAAAGAAAAAAGAAAGTAGTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAAYAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAKCAATATTCCAAAGTAGCATGACAAAAATCTTAGAACCTTTTAGAAACCAGAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAGCAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGGTTTTTCACACCAGACAAAAAACATCAGAARGAACCTCCATTCCTTTGGATGGGKTATGARCTCCATCCTGATAAATGGACAGTACAGCCTATAGTRCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCACTTATGTAAACTCCTTAGGGGAACCAAAGCACTGACAGAAGTAATACCACTAACAAAAGAAGCAGAGCTAGAACTN'],\n",
       " ['CCTATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAARGTTAAACARTGGCCATTGACAGAGGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAAATGGAAAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAGAACAGTACTAGATGGAGAAAAGTAACAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTTCAATTAGGGATACCACATCCCGCAGGGTTAAAAAAGAAAAATTCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAATTCAGGAAGTATACAGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACCTAGTTATYTATCAATACATGGATGATTTRTATGTAGGATCTGACTTAGAAATAGAGCARCATAGAACAAAAATAGAGGAACTGAGGCGACATCTGTTGAGGTGGGGAYTWACCACACCAGACCAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGYTGCCAGAAAARGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAGGTTAAGCAATGGCCATTGACAGAGGAAAAAATAAAAGCATTAATAGAAATTTGTACAGAACTGGAAAARGAAGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAGAACAGTACTAGATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGGATACCACATCCCGCAGGGTTAAARAAGAAAAAWTCAGTAACAGTRCTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGAATTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATGTAGCATGACAAAAATTTTAGAGCCTTTTAGAAAMCGGAATCCAGACCTAATTATCTATCAATACRTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAGGAACTGAGGCGACATCTGTKGAGGTGGGGATTTTAYACACCAGAACAAAAACATCAAAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTAAATTGG'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAGCTTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAMTGGARAAGGAAGGAAAAATTTCAAAAATTGGGCCTGAAAAYCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACRGTACTAAATGGAGAAAAKTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGAATACCACAYCCTGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATAYTTCTCAGTTCCCTTAGATAAAGAWTTCAGAAAGTATACTGCATTTACCATACCTAGTTWAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATRTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTCATCTACCAATACRTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAMCATAGAATAAAAATAGAGGAACTGAGACAACATCTGTKGAGGTGGGGATTTTACACACCAGACAAAAAACATCAGAAAGARCCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTATCCAGGGATTAAAGTAAAG',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAGATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAWTGGCCATTGACAGAAGAAAAAATAAAAGCAYTAGTMGAAATTTGTACAGAACTGGAACAGGACGGAAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAATATTTGCCATAAAGAAGAAAAACAGTACTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAAGACTTCTGGGAAGTTCAATTAGGRATACCACACCCTGCAGGGTTWAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATACTTCTCAATTCCCTTAGATAAAGAATTCAGAAAGTATACTGCATTTACCATACCTAGTTTAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAATATAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTCATCTACCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAACATAGAACAAAAATAGAGGAACTGAGAGAACATCTGTGGAAGTGGGGWTTTTACACACCAGACAACAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTG'],\n",
       " ['CCCATTAGTCCTATTGAAACTATACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTNACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGWAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGKAGAAAACTRGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTCCAAYTAGGAATACCACATCCCGCAGGGTTAAAGAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTTCCCTTAGATAAAGACTTCAGAAAATATACTGCATTTACCATACCTAGTGTAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGCTGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGATAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCASACATAGTYATCTATCAATRCATGGMTGATTTGTATGTAGGATCTGACCTAGAAATAGGGCAGCATAGAACAAAAGTAGAGGMACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAMCACCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTACTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAAAAGTTAGTGGGAAAGTTAAATTGGGCAAGTCAGATTTACCCAGGAATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAGCCAAGGCACTAACAGAAGTAATACCACTAACAGAAGAAGCAGAGCTAGAACTN',\n",
       "  'CCCATTAGTCCTATTGAAACTATACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTRACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAAAGACAGTACTAAATGGAGAAAACTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTCTGGGAAGTCCAACTAGGAATACCACATCCCGCAGGGTTAAAGAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATAYTTTTCAGTTCCCTTAGATAAAGACTTCAGAAAATATACTGCATTTACCATACCTAGTGTAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGCTGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGATAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACCTAGAAATAGGGCAGCATAGAACAAAAGTAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACACCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTGCAGCCTATAGTACTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAAAAGTTAGTGGGAAAGTTAAATTGGGCAAGTCAGATTTACCCAGGAATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATCTGTACAGAATTGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCCATAAAGAAAAARGACAGTACTAARTGGAGAAAAKTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAGGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAGTCCCTTTAGATGAAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACMCCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAMCAAAATCCAGACATAGTTATATATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGGGCAGCATAGAACAAAAATAGAGGAACTGAGAGAACATCTGTTGAGGTGGGGRTTTTACACACCAGACAAAAAACATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGGAAATTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAAGCAATTRTGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTNCCACTAACAGAAGAAGCAGAGCTAGAACTGGCAGGAAACAGGGAAATTCTAAAAGAN',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATCTGTACAGAATTGGAACAGGACGGGAAAATTTCAAAAATTGGGCCTGAAAATCCRTACAATACTCCAGTATTTGCCATAAAGAAAAAGAACAGTRCTAAATGGAGAAAATTAGTAGATTTCAGAGAACTTAATAAGAGAACTCAGGACTTCTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTAACAGTACTGGATGTGGGTGATGCATATTTTTCAATCCCCTTAGATGAAGASTTCAGGAAGTATACTGCATTTACCATACCTAGTATAAACAATGAGACACCAGGGGTTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAAGTAGCATGACAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGACATAGTTATATATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGRRCAGCATAGAACAAAAATAGAGGAACTGAGASAACATCTGTGGAGRTGGGGATTTTACACACCAGACAAAAAGCATCAGAAAGAACCTCCATTCCTTTGGATGGGTTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAAGACAGCTGGACTGTCAATGACATACAGAAGTTAGTGGGAAAATTGAATTGGGCAAGTCAGATTTACGCAGGGATTAAAGTAAAGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAGTACCACTAACAGAAGAAGCWGAGCTAGAACTGGCA'],\n",
       " ['CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAGTGGCCATTGACAGAAGAAAAAATAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAAGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATACAATACTCCAGTATTTGCMATAAAGAAAAAAGACAGTACTAAATGGAGGAAAGTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTYTGGGARGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTGACAGTRCTAGACGTGGGTGATGCATATTTTTCAGTTCCCTTAGATCCAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAGCTAGCATGATAAAAATCTTAGAGCCTTTTAGAAAACAAAATCCAGAAATAGTTATCTATCAATACATGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAACAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGATTTACCACACCAGACAAAAAACATCAGAAGGAACCTCCATTYCTTTGGATGGGKTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTAGGAAAATTGAATTGGGCAAGTCAGATTTACCCAGGGATTAAAGTAAGGCAATTATGTAAACTCCTTAGGGGAACCAAAGCACTAACAGAAGTAATACCTCTAACAAAAGAAGCAGAGCTAGAA',\n",
       "  'CCCATTAGTCCTATTGAAACTGTACCAGTAAAATTAAAGCCAGGAATGGATGGCCCAAAAGTTAAACAATGGCCATTGACAGAAGAAAAAWTAAAAGCATTAGTAGAAATTTGTACAGAAATGGAAAAGGAMGGGAAAATTTCAAAAATTGGGCCTGAAAATCCATAYAATACTCCAGTATTTGYMATAAAGAAAAAAGACAGTACTAAATGGAGGAAAGTAGTAGATTTCAGAGAACTTAATAAGAAAACTCAAGACTTYTGGGAAGTTCAATTAGGAATACCACATCCCGCAGGGTTAAAAAAGAAAAAATCAGTGACAGTRCTAGACGTGGGTGATGCATATTTTTCAGTTCCCTTAGATCCAGACTTCAGGAAGTATACTGCATTTACCATACCTAGTACAAACAATGAGACACCAGGGATTAGATATCAGTACAATGTGCTTCCACAGGGATGGAAAGGATCACCAGCAATATTCCAAGCTAGCATGATAAAAATCYTAGAGCCTTTTAGAAAACAAAATCCAGAAATAGTTATYTATCAATACGTGGATGATTTGTATGTAGGATCTGACTTAGAAATAGAACAGCATAGAACAAAAATAGAGGAACTGAGACAACATCTGTTGAGGTGGGGAYTTACCACACCAGACAAAAAACATCAGAAGGAACCTCCATTCCTTTGGATGGGKTATGAACTCCATCCTGATAAATGGACAGTACAGCCTATAGTGCTGCCAGAAAAGGACAGCTGGACTGTCAATGACATACAGAAGTTAGTAGGAAAATTGAATTGGGCAAGTCAGATTTACCCAGGAATTAAAGTA']]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sequences"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import csv\n",
    "\n",
    "with open(\"test.csv\", \"wb\") as f:\n",
    "    writer = csv.writer(f)\n",
    "    writer.writerows(sequences)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "seq 0 is invalid. Contains R\n",
      "seq 0 is invalid. Contains R\n",
      "seq 1 is invalid. Contains R\n",
      "seq 1 is invalid. Contains R\n",
      "seq 2 is invalid. Contains R\n",
      "seq 2 is invalid. Contains R\n",
      "seq 3 is invalid. Contains M\n",
      "seq 3 is invalid. Contains Y\n",
      "seq 4 is invalid. Contains R\n",
      "seq 4 is invalid. Contains R\n",
      "seq 5 is invalid. Contains R\n",
      "seq 5 is invalid. Contains R\n",
      "seq 6 is invalid. Contains M\n",
      "seq 6 is invalid. Contains R\n",
      "seq 7 is invalid. Contains S\n",
      "seq 7 is invalid. Contains R\n",
      "seq 8 is invalid. Contains R\n",
      "seq 8 is invalid. Contains M\n",
      "seq 9 is invalid. Contains Y\n",
      "seq 9 is invalid. Contains R\n",
      "seq 10 is invalid. Contains S\n",
      "seq 10 is invalid. Contains R\n",
      "seq 11 is invalid. Contains R\n",
      "seq 11 is invalid. Contains R\n",
      "seq 12 is invalid. Contains R\n",
      "seq 12 is invalid. Contains R\n",
      "seq 13 is invalid. Contains R\n",
      "seq 13 is invalid. Contains R\n",
      "seq 14 is invalid. Contains Y\n",
      "seq 14 is invalid. Contains R\n",
      "seq 15 is invalid. Contains R\n",
      "seq 15 is invalid. Contains M\n",
      "seq 16 is invalid. Contains W\n",
      "seq 16 is invalid. Contains R\n",
      "seq 17 is invalid. Contains R\n",
      "seq 17 is invalid. Contains R\n",
      "seq 18 is invalid. Contains R\n",
      "seq 18 is invalid. Contains R\n",
      "seq 19 is invalid. Contains Y\n",
      "seq 19 is invalid. Contains K\n",
      "seq 20 is invalid. Contains K\n",
      "seq 20 is invalid. Contains R\n",
      "seq 21 is invalid. Contains M\n",
      "seq 21 is invalid. Contains R\n",
      "seq 22 is invalid. Contains R\n",
      "seq 22 is invalid. Contains R\n",
      "seq 23 is invalid. Contains M\n",
      "seq 23 is invalid. Contains R\n",
      "seq 24 is invalid. Contains R\n",
      "seq 24 is invalid. Contains N\n",
      "seq 25 is invalid. Contains R\n",
      "seq 26 is invalid. Contains M\n",
      "seq 26 is invalid. Contains R\n",
      "seq 27 is invalid. Contains M\n",
      "seq 27 is invalid. Contains R\n",
      "seq 28 is invalid. Contains K\n",
      "seq 28 is invalid. Contains M\n",
      "seq 29 is invalid. Contains R\n",
      "seq 29 is invalid. Contains R\n",
      "seq 30 is invalid. Contains M\n",
      "seq 30 is invalid. Contains W\n",
      "seq 31 is invalid. Contains N\n",
      "seq 31 is invalid. Contains R\n",
      "seq 32 is invalid. Contains R\n",
      "seq 32 is invalid. Contains R\n",
      "seq 33 is invalid. Contains M\n",
      "seq 33 is invalid. Contains W\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "67"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sequences\n",
    "valid = ['A', 'T', 'C', 'G']\n",
    "count=0\n",
    "for i, s in enumerate(sequences):\n",
    "    for each_char in s[0]:\n",
    "        if each_char not in valid:\n",
    "            print 'seq %d is invalid. Contains %s' %(i, each_char)\n",
    "            count += 1\n",
    "            break\n",
    "    for each_char in s[1]:\n",
    "        if each_char not in valid:\n",
    "            print 'seq %d is invalid. Contains %s' %(i, each_char)\n",
    "            count += 1\n",
    "            break\n",
    "count"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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