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annotate RepEnrich_setup.py @ 7:6df84986c146 draft default tip

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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit 18b0b149cdda97c8d01caeb6debb77002a3ac89f
author drosofff
date Wed, 31 May 2017 16:51:19 -0400
parents 1435d142041b
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1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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1 #!/usr/bin/env python
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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2 import argparse
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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3 import csv
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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4 import os
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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5 import shlex
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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6 import subprocess
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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7 import sys
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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8 from Bio import SeqIO
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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9 from Bio.Seq import Seq
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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10 from Bio.SeqRecord import SeqRecord
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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11 from Bio.Alphabet import IUPAC
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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12
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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13 parser = argparse.ArgumentParser(description='Part I: Prepartion of repetive element psuedogenomes and repetive element bamfiles. This script prepares the annotation used by downstream applications to analyze for repetitive element enrichment. For this script to run properly bowtie must be loaded. The repeat element psuedogenomes are prepared in order to analyze reads that map to multiple locations of the genome. The repeat element bamfiles are prepared in order to use a region sorter to analyze reads that map to a single location of the genome.You will 1) annotation_file: The repetitive element annotation file downloaded from RepeatMasker.org database for your organism of interest. 2) genomefasta: Your genome of interest in fasta format, 3)setup_folder: a folder to contain repeat element setup files command-line usage EXAMPLE: python master_setup.py /users/nneretti/data/annotation/mm9/mm9_repeatmasker.txt /users/nneretti/data/annotation/mm9/mm9.fa /users/nneretti/data/annotation/mm9/setup_folder', prog='getargs_genome_maker.py')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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14 parser.add_argument('--version', action='version', version='%(prog)s 0.1')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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15 parser.add_argument('annotation_file', action= 'store', metavar='annotation_file', help='List annotation file. The annotation file contains the repeat masker annotation for the genome of interest and may be downloaded at RepeatMasker.org Example /data/annotation/mm9/mm9.fa.out')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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16 parser.add_argument('genomefasta', action= 'store', metavar='genomefasta', help='File name and path for genome of interest in fasta format. Example /data/annotation/mm9/mm9.fa')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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17 parser.add_argument('setup_folder', action= 'store', metavar='setup_folder', help='List folder to contain bamfiles for repeats and repeat element psuedogenomes. Example /data/annotation/mm9/setup')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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18 parser.add_argument('--nfragmentsfile1', action= 'store', dest='nfragmentsfile1', metavar='nfragmentsfile1', default='./repnames_nfragments.txt', help='Output location of a description file that saves the number of fragments processed per repname. Default ./repnames_nfragments.txt')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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19 parser.add_argument('--gaplength', action= 'store', dest='gaplength', metavar='gaplength', default= '200', type=int, help='Length of the spacer used to build repeat psuedogeneomes. Default 200')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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20 parser.add_argument('--flankinglength', action= 'store', dest='flankinglength', metavar='flankinglength', default= '25', type=int, help='Length of the flanking region adjacent to the repeat element that is used to build repeat psuedogeneomes. The flanking length should be set according to the length of your reads. Default 25')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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21 parser.add_argument('--is_bed', action= 'store', dest='is_bed', metavar='is_bed', default= 'FALSE', help='Is the annotation file a bed file. This is also a compatible format. The file needs to be a tab seperated bed with optional fields. Ex. format chr\tstart\tend\tName_element\tclass\tfamily. The class and family should identical to name_element if not applicable. Default FALSE change to TRUE')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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22 args = parser.parse_args()
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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23
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24 # parameters and paths specified in args_parse
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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25 gapl = args.gaplength
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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26 flankingl = args.flankinglength
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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27 annotation_file = args.annotation_file
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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28 genomefasta = args.genomefasta
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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29 setup_folder = args.setup_folder
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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30 nfragmentsfile1 = args.nfragmentsfile1
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31 is_bed = args.is_bed
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32
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33 ################################################################################
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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34 # check that the programs we need are available
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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35 try:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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36 subprocess.call(shlex.split("bowtie --version"), stdout=open(os.devnull, 'wb'), stderr=open(os.devnull, 'wb'))
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37 except OSError:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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38 print ("Error: Bowtie or BEDTools not loaded")
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39 raise
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40
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41 ################################################################################
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42 # Define a text importer
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43 csv.field_size_limit(sys.maxsize)
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44 def import_text(filename, separator):
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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45 for line in csv.reader(open(os.path.realpath(filename)), delimiter=separator,
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46 skipinitialspace=True):
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47 if line:
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48 yield line
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49 # Make a setup folder
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50 if not os.path.exists(setup_folder):
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51 os.makedirs(setup_folder)
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52
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53 ################################################################################
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54 # load genome into dictionary
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55 print ("loading genome...")
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56 g = SeqIO.to_dict(SeqIO.parse(genomefasta, "fasta"))
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57
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58 print ("Precomputing length of all chromosomes...")
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59 idxgenome = {}
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60 lgenome = {}
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61 genome = {}
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62 allchrs = g.keys()
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63 k = 0
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64 for chr in allchrs:
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65 genome[chr] = str(g[chr].seq)
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66 # del g[chr]
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67 lgenome[chr] = len(genome[chr])
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68 idxgenome[chr] = k
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69 k = k + 1
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70 del g
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71
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72 ################################################################################
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73 # Build a bedfile of repeatcoordinates to use by RepEnrich region_sorter
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74 if is_bed == "FALSE":
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75 repeat_elements= []
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76 fout = open(os.path.realpath(setup_folder + os.path.sep + 'repnames.bed'), 'w')
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77 fin = import_text(annotation_file, ' ')
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78 x = 0
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79 rep_chr = {}
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80 rep_start = {}
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81 rep_end = {}
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82 x = 0
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83 for line in fin:
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84 if x>2:
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85 line9 = line[9].replace("(","_").replace(")","_").replace("/","_")
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86 repname = line9
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87 if not repname in repeat_elements:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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88 repeat_elements.append(repname)
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diff changeset
89 repchr = line[4]
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diff changeset
90 repstart = int(line[5])
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diff changeset
91 repend = int(line[6])
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92 # print >> fout, str(repchr) + '\t'+str(repstart)+ '\t'+str(repend)+ '\t'+str(repname)
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93 fout.write(str(repchr) + '\t'+str(repstart)+ '\t'+str(repend)+ '\t'+str(repname)+ '\n')
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94 # if rep_chr.has_key(repname):
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95 if repname in rep_chr:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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diff changeset
96 rep_chr[repname].append(repchr)
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97 rep_start[repname].append(int(repstart))
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98 rep_end[repname].append(int(repend))
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diff changeset
99 else:
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diff changeset
100 rep_chr[repname] = [repchr]
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101 rep_start[repname] = [int(repstart)]
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102 rep_end[repname] = [int(repend)]
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103 x +=1
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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104 if is_bed == "TRUE":
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105 repeat_elements= []
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106 fout = open(os.path.realpath(setup_folder + os.path.sep + 'repnames.bed'), 'w')
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107 fin = open(os.path.realpath(annotation_file), 'r')
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108 x =0
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109 rep_chr = {}
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diff changeset
110 rep_start = {}
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111 rep_end = {}
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112 x =0
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113 for line in fin:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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114 line=line.strip('\n')
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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115 line=line.split('\t')
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116 line3 = line[3].replace("(","_").replace(")","_").replace("/","_")
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117 repname = line3
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118 if not repname in repeat_elements:
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119 repeat_elements.append(repname)
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120 repchr = line[0]
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121 repstart = int(line[1])
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122 repend = int(line[2])
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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123 # print >> fout, str(repchr) + '\t'+str(repstart)+ '\t'+str(repend)+ '\t'+str(repname)
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124 fout.write(str(repchr) + '\t'+str(repstart)+ '\t'+str(repend)+ '\t'+str(repname) + '\n')
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125 # if rep_chr.has_key(repname):
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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126 if repname in rep_chr:
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127 rep_chr[repname].append(repchr)
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128 rep_start[repname].append(int(repstart))
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129 rep_end[repname].append(int(repend))
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130 else:
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131 rep_chr[repname] = [repchr]
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132 rep_start[repname] = [int(repstart)]
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133 rep_end[repname] = [int(repend)]
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134
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135 fin.close()
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136 fout.close()
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137 repeat_elements = sorted(repeat_elements)
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138 print ("Writing a key for all repeats...")
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139 #print to fout the binary key that contains each repeat type with the associated binary number; sort the binary key:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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140 fout = open(os.path.realpath(setup_folder + os.path.sep + 'repgenomes_key.txt'), 'w')
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141 x = 0
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142 for repeat in repeat_elements:
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143 # print >> fout, str(repeat) + '\t' + str(x)
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144 fout.write(str(repeat) + '\t' + str(x) + '\n')
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145 x +=1
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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146 fout.close()
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147 ################################################################################
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148 # generate spacer for psuedogenomes
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149 spacer = ""
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150 for i in range(gapl):
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151 spacer = spacer + "N"
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152
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153 # save file with number of fragments processed per repname
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154 print ("Saving number of fragments processed per repname to " + nfragmentsfile1)
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155 fout1 = open(os.path.realpath(nfragmentsfile1),"w")
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156 for repname in rep_chr.keys():
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157 rep_chr_current = rep_chr[repname]
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158 # print >>fout1, str(len(rep_chr[repname])) + "\t" + repname
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159 fout1.write(str(len(rep_chr[repname])) + "\t" + repname + '\n')
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160 fout1.close()
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161
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162 # generate metagenomes and save them to FASTA files
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163 k = 1
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164 nrepgenomes = len(rep_chr.keys())
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165 for repname in rep_chr.keys():
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166 metagenome = ""
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167 newname = repname.replace("(","_").replace(")","_").replace("/","_")
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168 print ("processing repgenome " + newname + ".fa" + " (" + str(k) + " of " + str(nrepgenomes) + ")")
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169 rep_chr_current = rep_chr[repname]
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170 rep_start_current = rep_start[repname]
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171 rep_end_current = rep_end[repname]
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172 print ("-------> " + str(len(rep_chr[repname])) + " fragments")
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173 for i in range(len(rep_chr[repname])):
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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174 try:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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175 chr = rep_chr_current[i]
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176 rstart = max(rep_start_current[i] - flankingl, 0)
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177 rend = min(rep_end_current[i] + flankingl, lgenome[chr]-1)
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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178 metagenome = metagenome + spacer + genome[chr][rstart:(rend+1)]
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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179 except KeyError:
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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180 print ("Unrecognised Chromosome: "+chr)
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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181 pass
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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182
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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183 # Convert metagenome to SeqRecord object (required by SeqIO.write)
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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184 record = SeqRecord(Seq(metagenome, IUPAC.unambiguous_dna), id = "repname", name = "", description = "")
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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185 print ("saving repgenome " + newname + ".fa" + " (" + str(k) + " of " + str(nrepgenomes) + ")")
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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186 fastafilename = os.path.realpath(setup_folder + os.path.sep + newname + ".fa")
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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187 SeqIO.write(record, fastafilename, "fasta")
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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188 print ("indexing repgenome " + newname + ".fa" + " (" + str(k) + " of " + str(nrepgenomes) + ")")
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189 command = shlex.split('bowtie-build -f ' + fastafilename + ' ' + setup_folder + os.path.sep + newname)
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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190 p = subprocess.Popen(command).communicate()
1435d142041b planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/repenrich commit d5ebd581fa3a22ca61ce07a31c01bb70610fbcf5
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191 k += 1
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192
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193 print ("... Done")
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194