Mercurial > repos > drosofff > msp_sr_readmap_and_size_histograms
annotate smRtools.py @ 6:68f58363f1c6 draft
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit 78fca5d46c4554514bc51b0010a7611aaced40b9-dirty
author | drosofff |
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date | Thu, 04 Feb 2016 08:41:48 -0500 |
parents | ac7d8e55bb67 |
children | be0c6b6466cc |
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ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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1 #!/usr/bin/python |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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2 # version 1 7-5-2012 unification of the SmRNAwindow class |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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3 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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4 import sys, subprocess |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
parents:
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5 from collections import defaultdict |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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6 from numpy import mean, median, std |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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7 ##Disable scipy import temporarily, as no working scipy on toolshed. |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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8 ##from scipy import stats |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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9 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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10 def get_fasta (index="/home/galaxy/galaxy-dist/bowtie/5.37_Dmel/5.37_Dmel"): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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11 '''This function will return a dictionary containing fasta identifiers as keys and the |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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12 sequence as values. Index must be the path to a fasta file.''' |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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13 p = subprocess.Popen(args=["bowtie-inspect","-a", "0", index], stdout=subprocess.PIPE, stderr=subprocess.STDOUT) # bowtie-inspect outputs sequences on single lines |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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14 outputlines = p.stdout.readlines() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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15 p.wait() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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16 item_dic = {} |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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17 for line in outputlines: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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18 if (line[0] == ">"): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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19 try: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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20 item_dic[current_item] = "".join(stringlist) # to dump the sequence of the previous item - try because of the keyerror of the first item |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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21 except: pass |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
parents:
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22 current_item = line[1:].rstrip().split()[0] #take the first word before space because bowtie splits headers ! |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
parents:
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23 item_dic[current_item] = "" |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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24 stringlist=[] |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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25 else: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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26 stringlist.append(line.rstrip() ) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
parents:
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27 item_dic[current_item] = "".join(stringlist) # for the last item |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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28 return item_dic |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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29 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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30 def get_fasta_headers (index): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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31 p = subprocess.Popen(args=["bowtie-inspect","-n", index], stdout=subprocess.PIPE, stderr=subprocess.STDOUT) # bowtie-inspect outputs sequences on single lines |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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32 outputlines = p.stdout.readlines() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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33 p.wait() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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34 item_dic = {} |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
parents:
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35 for line in outputlines: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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36 header = line.rstrip().split()[0] #take the first word before space because bowtie splits headers ! |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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37 item_dic[header] = 1 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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38 return item_dic |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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39 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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40 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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41 def get_file_sample (file, numberoflines): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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42 '''import random to use this function''' |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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43 F=open(file) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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44 fullfile = F.read().splitlines() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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45 F.close() |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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46 if len(fullfile) < numberoflines: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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47 return "sample size exceeds file size" |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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48 return random.sample(fullfile, numberoflines) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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49 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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50 def get_fasta_from_history (file): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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51 F = open (file, "r") |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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52 item_dic = {} |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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53 for line in F: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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54 if (line[0] == ">"): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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55 try: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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56 item_dic[current_item] = "".join(stringlist) # to dump the sequence of the previous item - try because of the keyerror of the first item |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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57 except: pass |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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58 current_item = line[1:-1].split()[0] #take the first word before space because bowtie splits headers ! |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
drosofff
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59 item_dic[current_item] = "" |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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60 stringlist=[] |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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61 else: |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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62 stringlist.append(line[:-1]) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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63 item_dic[current_item] = "".join(stringlist) # for the last item |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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64 return item_dic |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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65 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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66 def antipara (sequence): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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67 antidict = {"A":"T", "T":"A", "G":"C", "C":"G", "N":"N"} |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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68 revseq = sequence[::-1] |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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69 return "".join([antidict[i] for i in revseq]) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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70 |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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71 def RNAtranslate (sequence): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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72 return "".join([i if i in "AGCN" else "U" for i in sequence]) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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73 def DNAtranslate (sequence): |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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74 return "".join([i if i in "AGCN" else "T" for i in sequence]) |
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75 |
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76 def RNAfold (sequence_list): |
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77 thestring= "\n".join(sequence_list) |
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78 p = subprocess.Popen(args=["RNAfold","--noPS"], stdin= subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) |
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79 output=p.communicate(thestring)[0] |
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80 p.wait() |
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81 output=output.split("\n") |
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82 if not output[-1]: output = output[:-1] # nasty patch to remove last empty line |
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83 buffer=[] |
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84 for line in output: |
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85 if line[0] in ["N","A","T","U","G","C"]: |
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86 buffer.append(DNAtranslate(line)) |
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87 if line[0] in ["(",".",")"]: |
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88 fields=line.split("(") |
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89 energy= fields[-1] |
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90 energy = energy[:-1] # remove the ) parenthesis |
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91 energy=float(energy) |
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92 buffer.append(str(energy)) |
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93 return dict(zip(buffer[::2], buffer[1::2])) |
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94 |
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95 def extractsubinstance (start, end, instance): |
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96 ''' Testing whether this can be an function external to the class to save memory''' |
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97 subinstance = SmRNAwindow (instance.gene, instance.sequence[start-1:end], start) |
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98 subinstance.gene = "%s %s %s" % (subinstance.gene, subinstance.windowoffset, subinstance.windowoffset + subinstance.size - 1) |
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99 upcoordinate = [i for i in range(start,end+1) if instance.readDict.has_key(i) ] |
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100 downcoordinate = [-i for i in range(start,end+1) if instance.readDict.has_key(-i) ] |
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101 for i in upcoordinate: |
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102 subinstance.readDict[i]=instance.readDict[i] |
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103 for i in downcoordinate: |
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104 subinstance.readDict[i]=instance.readDict[i] |
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105 return subinstance |
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106 |
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107 class HandleSmRNAwindows: |
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108 def __init__(self, alignmentFile="~", alignmentFileFormat="tabular", genomeRefFile="~", genomeRefFormat="bowtieIndex", biosample="undetermined", size_inf=None, size_sup=1000, norm=1.0): |
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109 self.biosample = biosample |
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110 self.alignmentFile = alignmentFile |
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111 self.alignmentFileFormat = alignmentFileFormat # can be "tabular" or "sam" |
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112 self.genomeRefFile = genomeRefFile |
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113 self.genomeRefFormat = genomeRefFormat # can be "bowtieIndex" or "fastaSource" |
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114 self.alignedReads = 0 |
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115 self.instanceDict = {} |
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116 self.size_inf=size_inf |
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117 self.size_sup=size_sup |
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118 self.norm=norm |
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119 if genomeRefFormat == "bowtieIndex": |
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120 self.itemDict = get_fasta (genomeRefFile) |
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121 elif genomeRefFormat == "fastaSource": |
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122 self.itemDict = get_fasta_from_history (genomeRefFile) |
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123 for item in self.itemDict: |
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124 self.instanceDict[item] = SmRNAwindow(item, sequence=self.itemDict[item], windowoffset=1, biosample=self.biosample, norm=self.norm) # create as many instances as there is items |
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125 self.readfile() |
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126 |
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127 def readfile (self) : |
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128 if self.alignmentFileFormat == "tabular": |
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129 F = open (self.alignmentFile, "r") |
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130 for line in F: |
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131 fields = line.split() |
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132 polarity = fields[1] |
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133 gene = fields[2] |
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134 offset = int(fields[3]) |
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135 size = len (fields[4]) |
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136 if self.size_inf: |
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137 if (size>=self.size_inf and size<= self.size_sup): |
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138 self.instanceDict[gene].addread (polarity, offset+1, size) # to correct to 1-based coordinates of SmRNAwindow |
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139 self.alignedReads += 1 |
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140 else: |
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141 self.instanceDict[gene].addread (polarity, offset+1, size) # to correct to 1-based coordinates of SmRNAwindow |
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142 self.alignedReads += 1 |
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143 F.close() |
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144 return self.instanceDict |
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145 # elif self.alignmentFileFormat == "sam": |
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146 # F = open (self.alignmentFile, "r") |
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147 # dict = {"0":"+", "16":"-"} |
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148 # for line in F: |
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149 # if line[0]=='@': |
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150 # continue |
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151 # fields = line.split() |
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152 # if fields[2] == "*": continue |
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153 # polarity = dict[fields[1]] |
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154 # gene = fields[2] |
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155 # offset = int(fields[3]) |
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156 # size = len (fields[9]) |
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157 # if self.size_inf: |
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158 # if (size>=self.size_inf and size<= self.size_sup): |
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159 # self.instanceDict[gene].addread (polarity, offset, size) |
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160 # self.alignedReads += 1 |
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161 # else: |
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162 # self.instanceDict[gene].addread (polarity, offset, size) |
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163 # self.alignedReads += 1 |
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164 # F.close() |
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165 elif self.alignmentFileFormat == "bam" or self.alignmentFileFormat == "sam": |
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166 import pysam |
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167 samfile = pysam.Samfile(self.alignmentFile) |
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168 for read in samfile: |
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169 if read.tid == -1: |
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170 continue # filter out unaligned reads |
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171 if read.is_reverse: |
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172 polarity="-" |
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173 else: |
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174 polarity="+" |
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175 gene = samfile.getrname(read.tid) |
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176 offset = read.pos |
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177 size = read.qlen |
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178 if self.size_inf: |
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179 if (size>=self.size_inf and size<= self.size_sup): |
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180 self.instanceDict[gene].addread (polarity, offset+1, size) # to correct to 1-based coordinates of SmRNAwindow |
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181 self.alignedReads += 1 |
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182 else: |
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183 self.instanceDict[gene].addread (polarity, offset+1, size) # to correct to 1-based coordinates of SmRNAwindow |
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184 self.alignedReads += 1 |
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185 return self.instanceDict |
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186 |
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187 # def size_histogram (self): |
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188 # size_dict={} |
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189 # size_dict['F']= defaultdict (int) |
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190 # size_dict['R']= defaultdict (int) |
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191 # size_dict['both'] = defaultdict (int) |
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192 # for item in self.instanceDict: |
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193 # buffer_dict_F = self.instanceDict[item].size_histogram()['F'] |
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194 # buffer_dict_R = self.instanceDict[item].size_histogram()['R'] |
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195 # for size in buffer_dict_F: |
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196 # size_dict['F'][size] += buffer_dict_F[size] |
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197 # for size in buffer_dict_R: |
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198 # size_dict['R'][size] -= buffer_dict_R[size] |
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199 # allSizeKeys = list (set (size_dict['F'].keys() + size_dict['R'].keys() ) ) |
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200 # for size in allSizeKeys: |
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201 # size_dict['both'][size] = size_dict['F'][size] + size_dict['R'][size] |
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202 # return size_dict |
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203 def size_histogram (self): # in HandleSmRNAwindows |
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204 '''refactored on 7-9-2014 to debug size_histogram tool''' |
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205 size_dict={} |
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206 size_dict['F']= defaultdict (float) |
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207 size_dict['R']= defaultdict (float) |
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208 size_dict['both'] = defaultdict (float) |
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209 for item in self.instanceDict: |
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210 buffer_dict = self.instanceDict[item].size_histogram() |
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211 for polarity in ["F", "R"]: |
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212 for size in buffer_dict[polarity]: |
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213 size_dict[polarity][size] += buffer_dict[polarity][size] |
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214 for size in buffer_dict["both"]: |
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215 size_dict["both"][size] += buffer_dict["F"][size] - buffer_dict["R"][size] |
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216 return size_dict |
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217 |
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218 def CountFeatures (self, GFF3="path/to/file"): |
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219 featureDict = defaultdict(int) |
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220 F = open (GFF3, "r") |
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221 for line in F: |
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222 if line[0] == "#": continue |
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223 fields = line[:-1].split() |
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224 chrom, feature, leftcoord, rightcoord, polarity = fields[0], fields[2], fields[3], fields[4], fields[6] |
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225 featureDict[feature] += self.instanceDict[chrom].readcount(upstream_coord=int(leftcoord), downstream_coord=int(rightcoord), polarity="both", method="destructive") |
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226 F.close() |
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227 return featureDict |
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228 |
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229 class SmRNAwindow: |
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230 |
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231 def __init__(self, gene, sequence="ATGC", windowoffset=1, biosample="Undetermined", norm=1.0): |
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232 self.biosample = biosample |
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233 self.sequence = sequence |
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234 self.gene = gene |
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235 self.windowoffset = windowoffset |
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236 self.size = len(sequence) |
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237 self.readDict = defaultdict(list) # with a {+/-offset:[size1, size2, ...], ...} |
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238 self.matchedreadsUp = 0 |
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239 self.matchedreadsDown = 0 |
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240 self.norm=norm |
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241 |
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242 def addread (self, polarity, offset, size): |
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243 '''ATTENTION ATTENTION ATTENTION''' |
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244 ''' We removed the conversion from 0 to 1 based offset, as we do this now during readparsing.''' |
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245 if polarity == "+": |
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246 self.readDict[offset].append(size) |
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247 self.matchedreadsUp += 1 |
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248 else: |
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249 self.readDict[-(offset + size -1)].append(size) |
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250 self.matchedreadsDown += 1 |
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251 return |
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252 |
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253 def barycenter (self, upstream_coord=None, downstream_coord=None): |
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254 '''refactored 24-12-2013 to save memory and introduce offset filtering see readcount method for further discussion on that |
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255 In this version, attempt to replace the dictionary structure by a list of tupple to save memory too''' |
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256 upstream_coord = upstream_coord or self.windowoffset |
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257 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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258 window_size = downstream_coord - upstream_coord +1 |
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259 def weigthAverage (TuppleList): |
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260 weightSum = 0 |
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261 PonderWeightSum = 0 |
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262 for tuple in TuppleList: |
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263 PonderWeightSum += tuple[0] * tuple[1] |
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264 weightSum += tuple[1] |
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265 if weightSum > 0: |
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266 return PonderWeightSum / float(weightSum) |
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267 else: |
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268 return 0 |
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269 forwardTuppleList = [(k, len(self.readDict[k])) for k in self.readDict.keys() if (k > 0 and abs(k) >= upstream_coord and abs(k) <= downstream_coord)] # both forward and in the proper offset window |
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270 reverseTuppleList = [(-k, len(self.readDict[k])) for k in self.readDict.keys() if (k < 0 and abs(k) >= upstream_coord and abs(k) <= downstream_coord)] # both reverse and in the proper offset window |
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271 Fbarycenter = (weigthAverage (forwardTuppleList) - upstream_coord) / window_size |
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272 Rbarycenter = (weigthAverage (reverseTuppleList) - upstream_coord) / window_size |
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273 return Fbarycenter, Rbarycenter |
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274 |
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275 def correlation_mapper (self, reference, window_size): |
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276 '''to map correlation with a sliding window 26-2-2013''' |
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277 from scipy import stats |
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278 |
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279 if window_size > self.size: |
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280 return [] |
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281 F=open(reference, "r") |
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282 reference_forward = [] |
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283 reference_reverse = [] |
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284 for line in F: |
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285 fields=line.split() |
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286 reference_forward.append(int(float(fields[1]))) |
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287 reference_reverse.append(int(float(fields[2]))) |
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288 F.close() |
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289 local_object_forward=[] |
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290 local_object_reverse=[] |
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291 ## Dict to list for the local object |
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292 for i in range(1, self.size+1): |
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293 local_object_forward.append(len(self.readDict[i])) |
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294 local_object_reverse.append(len(self.readDict[-i])) |
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295 ## start compiling results by slides |
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296 results=[] |
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297 for coordinate in range(self.size - window_size): |
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298 local_forward=local_object_forward[coordinate:coordinate + window_size] |
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299 local_reverse=local_object_reverse[coordinate:coordinate + window_size] |
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300 if sum(local_forward) == 0 or sum(local_reverse) == 0: |
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301 continue |
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302 try: |
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303 reference_to_local_cor_forward = stats.spearmanr(local_forward, reference_forward) |
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304 reference_to_local_cor_reverse = stats.spearmanr(local_reverse, reference_reverse) |
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305 if (reference_to_local_cor_forward[0] > 0.2 or reference_to_local_cor_reverse[0]>0.2): |
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306 results.append([coordinate+1, reference_to_local_cor_forward[0], reference_to_local_cor_reverse[0]]) |
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307 except: |
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308 pass |
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309 return results |
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310 |
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311 def readcount (self, size_inf=0, size_sup=1000, upstream_coord=None, downstream_coord=None, polarity="both", method="conservative"): |
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312 '''refactored 24-12-2013 to save memory and introduce offset filtering |
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313 take a look at the defaut parameters that cannot be defined relatively to the instance are they are defined before instanciation |
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314 the trick is to pass None and then test |
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315 polarity parameter can take "both", "forward" or "reverse" as value''' |
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316 upstream_coord = upstream_coord or self.windowoffset |
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317 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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318 if upstream_coord == 1 and downstream_coord == self.windowoffset+self.size-1 and polarity == "both": |
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319 return self.matchedreadsUp + self.matchedreadsDown |
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320 if upstream_coord == 1 and downstream_coord == self.windowoffset+self.size-1 and polarity == "forward": |
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321 return self.matchedreadsUp |
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322 if upstream_coord == 1 and downstream_coord == self.windowoffset+self.size-1 and polarity == "reverse": |
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323 return self.matchedreadsDown |
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324 n=0 |
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325 if polarity == "both": |
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326 for offset in xrange(upstream_coord, downstream_coord+1): |
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327 if self.readDict.has_key(offset): |
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328 for read in self.readDict[offset]: |
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329 if (read>=size_inf and read<= size_sup): |
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330 n += 1 |
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331 if method != "conservative": |
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332 del self.readDict[offset] ## Carefull ! precludes re-use on the self.readDict dictionary !!!!!! TEST |
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333 if self.readDict.has_key(-offset): |
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334 for read in self.readDict[-offset]: |
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335 if (read>=size_inf and read<= size_sup): |
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336 n += 1 |
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337 if method != "conservative": |
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338 del self.readDict[-offset] |
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339 return n |
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340 elif polarity == "forward": |
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341 for offset in xrange(upstream_coord, downstream_coord+1): |
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342 if self.readDict.has_key(offset): |
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343 for read in self.readDict[offset]: |
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344 if (read>=size_inf and read<= size_sup): |
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345 n += 1 |
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346 return n |
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347 elif polarity == "reverse": |
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348 for offset in xrange(upstream_coord, downstream_coord+1): |
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349 if self.readDict.has_key(-offset): |
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350 for read in self.readDict[-offset]: |
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351 if (read>=size_inf and read<= size_sup): |
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352 n += 1 |
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353 return n |
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354 |
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355 def readsizes (self): |
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356 '''return a dictionary of number of reads by size (the keys)''' |
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357 dicsize = {} |
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358 for offset in self.readDict: |
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359 for size in self.readDict[offset]: |
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360 dicsize[size] = dicsize.get(size, 0) + 1 |
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361 for offset in range (min(dicsize.keys()), max(dicsize.keys())+1): |
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362 dicsize[size] = dicsize.get(size, 0) # to fill offsets with null values |
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363 return dicsize |
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364 |
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365 # def size_histogram(self): |
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366 # norm=self.norm |
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367 # hist_dict={} |
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368 # hist_dict['F']={} |
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369 # hist_dict['R']={} |
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370 # for offset in self.readDict: |
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371 # for size in self.readDict[offset]: |
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372 # if offset < 0: |
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373 # hist_dict['R'][size] = hist_dict['R'].get(size, 0) - 1*norm |
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374 # else: |
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375 # hist_dict['F'][size] = hist_dict['F'].get(size, 0) + 1*norm |
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376 # ## patch to avoid missing graphs when parsed by R-lattice. 27-08-2014. Test and validate ! |
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377 # if not (hist_dict['F']) and (not hist_dict['R']): |
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378 # hist_dict['F'][21] = 0 |
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379 # hist_dict['R'][21] = 0 |
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380 # ## |
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381 # return hist_dict |
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382 |
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383 def size_histogram(self, minquery=None, maxquery=None): # in SmRNAwindow |
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384 '''refactored on 7-9-2014 to debug size_histogram tool''' |
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385 norm=self.norm |
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386 size_dict={} |
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387 size_dict['F']= defaultdict (float) |
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388 size_dict['R']= defaultdict (float) |
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389 size_dict['both']= defaultdict (float) |
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390 for offset in self.readDict: |
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391 for size in self.readDict[offset]: |
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392 if offset < 0: |
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393 size_dict['R'][size] = size_dict['R'][size] - 1*norm |
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394 else: |
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395 size_dict['F'][size] = size_dict['F'][size] + 1*norm |
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396 ## patch to avoid missing graphs when parsed by R-lattice. 27-08-2014. Test and validate ! |
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397 if not (size_dict['F']) and (not size_dict['R']): |
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398 size_dict['F'][21] = 0 |
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399 size_dict['R'][21] = 0 |
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400 ## |
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401 allSizeKeys = list (set (size_dict['F'].keys() + size_dict['R'].keys() ) ) |
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402 for size in allSizeKeys: |
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403 size_dict['both'][size] = size_dict['F'][size] - size_dict['R'][size] |
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404 if minquery: |
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405 for polarity in size_dict.keys(): |
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406 for size in xrange(minquery, maxquery+1): |
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407 if not size in size_dict[polarity].keys(): |
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408 size_dict[polarity][size]=0 |
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409 return size_dict |
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410 |
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411 def statsizes (self, upstream_coord=None, downstream_coord=None): |
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412 ''' migration to memory saving by specifying possible subcoordinates |
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413 see the readcount method for further discussion''' |
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414 upstream_coord = upstream_coord or self.windowoffset |
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415 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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416 L = [] |
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417 for offset in self.readDict: |
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418 if (abs(offset) < upstream_coord or abs(offset) > downstream_coord): continue |
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419 for size in self.readDict[offset]: |
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420 L.append(size) |
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421 meansize = mean(L) |
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422 stdv = std(L) |
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423 mediansize = median(L) |
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424 return meansize, mediansize, stdv |
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425 |
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426 def foldEnergy (self, upstream_coord=None, downstream_coord=None): |
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427 ''' migration to memory saving by specifying possible subcoordinates |
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428 see the readcount method for further discussion''' |
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429 upstream_coord = upstream_coord or self.windowoffset |
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430 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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431 Energy = RNAfold ([self.sequence[upstream_coord-1:downstream_coord] ]) |
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432 return float(Energy[self.sequence[upstream_coord-1:downstream_coord]]) |
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433 |
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434 def Ufreq (self, size_scope, upstream_coord=None, downstream_coord=None): |
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435 ''' migration to memory saving by specifying possible subcoordinates |
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436 see the readcount method for further discussion. size_scope must be an interable''' |
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437 upstream_coord = upstream_coord or self.windowoffset |
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438 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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439 freqDic = {"A":0,"T":0,"G":0,"C":0, "N":0} |
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440 convertDic = {"A":"T","T":"A","G":"C","C":"G","N":"N"} |
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441 for offset in self.readDict: |
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442 if (abs(offset) < upstream_coord or abs(offset) > downstream_coord): continue |
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443 for size in self.readDict[offset]: |
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444 if size in size_scope: |
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445 startbase = self.sequence[abs(offset)-self.windowoffset] |
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446 if offset < 0: |
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447 startbase = convertDic[startbase] |
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448 freqDic[startbase] += 1 |
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449 base_sum = float ( sum( freqDic.values()) ) |
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450 if base_sum == 0: |
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451 return "." |
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452 else: |
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453 return freqDic["T"] / base_sum * 100 |
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454 |
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455 def Ufreq_stranded (self, size_scope, upstream_coord=None, downstream_coord=None): |
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456 ''' migration to memory saving by specifying possible subcoordinates |
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457 see the readcount method for further discussion. size_scope must be an interable |
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458 This method is similar to the Ufreq method but take strandness into account''' |
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459 upstream_coord = upstream_coord or self.windowoffset |
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460 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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461 freqDic = {"Afor":0,"Tfor":0,"Gfor":0,"Cfor":0, "Nfor":0,"Arev":0,"Trev":0,"Grev":0,"Crev":0, "Nrev":0} |
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462 convertDic = {"A":"T","T":"A","G":"C","C":"G","N":"N"} |
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463 for offset in self.readDict: |
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464 if (abs(offset) < upstream_coord or abs(offset) > downstream_coord): continue |
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465 for size in self.readDict[offset]: |
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466 if size in size_scope: |
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467 startbase = self.sequence[abs(offset)-self.windowoffset] |
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468 if offset < 0: |
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469 startbase = convertDic[startbase] |
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470 freqDic[startbase+"rev"] += 1 |
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471 else: |
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472 freqDic[startbase+"for"] += 1 |
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473 forward_sum = float ( freqDic["Afor"]+freqDic["Tfor"]+freqDic["Gfor"]+freqDic["Cfor"]+freqDic["Nfor"]) |
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474 reverse_sum = float ( freqDic["Arev"]+freqDic["Trev"]+freqDic["Grev"]+freqDic["Crev"]+freqDic["Nrev"]) |
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475 if forward_sum == 0 and reverse_sum == 0: |
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476 return ". | ." |
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477 elif reverse_sum == 0: |
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478 return "%s | ." % (freqDic["Tfor"] / forward_sum * 100) |
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479 elif forward_sum == 0: |
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480 return ". | %s" % (freqDic["Trev"] / reverse_sum * 100) |
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481 else: |
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482 return "%s | %s" % (freqDic["Tfor"] / forward_sum * 100, freqDic["Trev"] / reverse_sum * 100) |
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483 |
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484 |
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485 def readplot (self): |
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486 norm=self.norm |
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487 readmap = {} |
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488 for offset in self.readDict.keys(): |
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489 readmap[abs(offset)] = ( len(self.readDict.get(-abs(offset),[]))*norm , len(self.readDict.get(abs(offset),[]))*norm ) |
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490 mylist = [] |
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491 for offset in sorted(readmap): |
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492 if readmap[offset][1] != 0: |
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493 mylist.append("%s\t%s\t%s\t%s" % (self.gene, offset, readmap[offset][1], "F") ) |
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494 if readmap[offset][0] != 0: |
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495 mylist.append("%s\t%s\t%s\t%s" % (self.gene, offset, -readmap[offset][0], "R") ) |
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496 ## patch to avoid missing graphs when parsed by R-lattice. 27-08-2014. Test and validate ! |
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497 if not mylist: |
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498 mylist.append("%s\t%s\t%s\t%s" % (self.gene, 1, 0, "F") ) |
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499 ### |
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500 return mylist |
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501 |
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502 def readcoverage (self, upstream_coord=None, downstream_coord=None, windowName=None): |
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503 '''Use by MirParser tool''' |
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504 upstream_coord = upstream_coord or 1 |
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505 downstream_coord = downstream_coord or self.size |
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506 windowName = windowName or "%s_%s_%s" % (self.gene, upstream_coord, downstream_coord) |
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507 forORrev_coverage = dict ([(i,0) for i in xrange(1, downstream_coord-upstream_coord+1)]) |
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508 totalforward = self.readcount(upstream_coord=upstream_coord, downstream_coord=downstream_coord, polarity="forward") |
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509 totalreverse = self.readcount(upstream_coord=upstream_coord, downstream_coord=downstream_coord, polarity="reverse") |
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510 if totalforward > totalreverse: |
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511 majorcoverage = "forward" |
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512 for offset in self.readDict.keys(): |
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513 if (offset > 0) and ((offset-upstream_coord+1) in forORrev_coverage.keys() ): |
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514 for read in self.readDict[offset]: |
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515 for i in xrange(read): |
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516 try: |
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517 forORrev_coverage[offset-upstream_coord+1+i] += 1 |
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518 except KeyError: |
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519 continue # a sense read may span over the downstream limit |
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520 else: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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521 majorcoverage = "reverse" |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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522 for offset in self.readDict.keys(): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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523 if (offset < 0) and (-offset-upstream_coord+1 in forORrev_coverage.keys() ): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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524 for read in self.readDict[offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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525 for i in xrange(read): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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526 try: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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527 forORrev_coverage[-offset-upstream_coord-i] += 1 ## positive coordinates in the instance, with + for forward coverage and - for reverse coverage |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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528 except KeyError: |
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529 continue # an antisense read may span over the upstream limit |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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530 output_list = [] |
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531 maximum = max (forORrev_coverage.values()) or 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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532 for n in sorted (forORrev_coverage): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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533 output_list.append("%s\t%s\t%s\t%s\t%s\t%s\t%s" % (self.biosample, windowName, n, float(n)/(downstream_coord-upstream_coord+1), forORrev_coverage[n], float(forORrev_coverage[n])/maximum, majorcoverage)) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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534 return "\n".join(output_list) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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535 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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536 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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537 def signature (self, minquery, maxquery, mintarget, maxtarget, scope, zscore="no", upstream_coord=None, downstream_coord=None): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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538 ''' migration to memory saving by specifying possible subcoordinates |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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539 see the readcount method for further discussion |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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540 scope must be a python iterable; scope define the *relative* offset range to be computed''' |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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541 upstream_coord = upstream_coord or self.windowoffset |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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542 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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543 query_range = range (minquery, maxquery+1) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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544 target_range = range (mintarget, maxtarget+1) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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545 Query_table = {} |
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546 Target_table = {} |
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547 frequency_table = dict ([(i, 0) for i in scope]) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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548 for offset in self.readDict: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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549 if (abs(offset) < upstream_coord or abs(offset) > downstream_coord): continue |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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550 for size in self.readDict[offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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551 if size in query_range: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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552 Query_table[offset] = Query_table.get(offset, 0) + 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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553 if size in target_range: |
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554 Target_table[offset] = Target_table.get(offset, 0) + 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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555 for offset in Query_table: |
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556 for i in scope: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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557 frequency_table[i] += min(Query_table[offset], Target_table.get(-offset -i +1, 0)) |
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558 if minquery==mintarget and maxquery==maxtarget: ## added to incorporate the division by 2 in the method (26/11/2013), see signature_options.py and lattice_signature.py |
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559 frequency_table = dict([(i,frequency_table[i]/2) for i in frequency_table]) |
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560 if zscore == "yes": |
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561 z_mean = mean(frequency_table.values() ) |
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562 z_std = std(frequency_table.values() ) |
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563 if z_std == 0: |
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564 frequency_table = dict([(i,0) for i in frequency_table] ) |
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565 else: |
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566 frequency_table = dict([(i, (frequency_table[i]- z_mean)/z_std) for i in frequency_table] ) |
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567 return frequency_table |
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568 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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569 def hannon_signature (self, minquery, maxquery, mintarget, maxtarget, scope, upstream_coord=None, downstream_coord=None): |
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570 ''' migration to memory saving by specifying possible subcoordinates see the readcount method for further discussion |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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571 note that scope must be an iterable (a list or a tuple), which specifies the relative offsets that will be computed''' |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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572 upstream_coord = upstream_coord or self.windowoffset |
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573 downstream_coord = downstream_coord or self.windowoffset+self.size-1 |
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574 query_range = range (minquery, maxquery+1) |
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575 target_range = range (mintarget, maxtarget+1) |
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576 Query_table = {} |
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577 Target_table = {} |
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578 Total_Query_Numb = 0 |
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579 general_frequency_table = dict ([(i,0) for i in scope]) |
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580 ## filtering the appropriate reads for the study |
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581 for offset in self.readDict: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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582 if (abs(offset) < upstream_coord or abs(offset) > downstream_coord): continue |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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583 for size in self.readDict[offset]: |
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584 if size in query_range: |
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585 Query_table[offset] = Query_table.get(offset, 0) + 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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586 Total_Query_Numb += 1 |
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587 if size in target_range: |
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588 Target_table[offset] = Target_table.get(offset, 0) + 1 |
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589 for offset in Query_table: |
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590 frequency_table = dict ([(i,0) for i in scope]) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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591 number_of_targets = 0 |
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592 for i in scope: |
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593 frequency_table[i] += Query_table[offset] * Target_table.get(-offset -i +1, 0) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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594 number_of_targets += Target_table.get(-offset -i +1, 0) |
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595 for i in scope: |
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596 try: |
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597 general_frequency_table[i] += (1. / number_of_targets / Total_Query_Numb) * frequency_table[i] |
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598 except ZeroDivisionError : |
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599 continue |
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600 return general_frequency_table |
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601 |
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602 def phasing (self, size_range, scope): |
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603 ''' to calculate autocorelation like signal - scope must be an python iterable''' |
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604 read_table = {} |
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605 total_read_number = 0 |
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606 general_frequency_table = dict ([(i, 0) for i in scope]) |
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607 ## read input filtering |
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608 for offset in self.readDict: |
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609 for size in self.readDict[offset]: |
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610 if size in size_range: |
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611 read_table[offset] = read_table.get(offset, 0) + 1 |
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612 total_read_number += 1 |
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613 ## per offset read phasing computing |
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614 for offset in read_table: |
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615 frequency_table = dict ([(i, 0) for i in scope]) # local frequency table |
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616 number_of_targets = 0 |
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617 for i in scope: |
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618 if offset > 0: |
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619 frequency_table[i] += read_table[offset] * read_table.get(offset + i, 0) |
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620 number_of_targets += read_table.get(offset + i, 0) |
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621 else: |
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622 frequency_table[i] += read_table[offset] * read_table.get(offset - i, 0) |
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623 number_of_targets += read_table.get(offset - i, 0) |
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624 ## inclusion of local frequency table in the general frequency table (all offsets average) |
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625 for i in scope: |
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626 try: |
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627 general_frequency_table[i] += (1. / number_of_targets / total_read_number) * frequency_table[i] |
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628 except ZeroDivisionError : |
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629 continue |
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630 return general_frequency_table |
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631 |
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632 |
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633 |
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634 def z_signature (self, minquery, maxquery, mintarget, maxtarget, scope): |
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635 '''Must do: from numpy import mean, std, to use this method; scope must be a python iterable and defines the relative offsets to compute''' |
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636 frequency_table = self.signature (minquery, maxquery, mintarget, maxtarget, scope) |
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637 z_table = {} |
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638 frequency_list = [frequency_table[i] for i in sorted (frequency_table)] |
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639 if std(frequency_list): |
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640 meanlist = mean(frequency_list) |
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641 stdlist = std(frequency_list) |
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642 z_list = [(i-meanlist)/stdlist for i in frequency_list] |
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643 return dict (zip (sorted(frequency_table), z_list) ) |
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644 else: |
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645 return dict (zip (sorted(frequency_table), [0 for i in frequency_table]) ) |
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646 |
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647 def percent_signature (self, minquery, maxquery, mintarget, maxtarget, scope): |
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648 frequency_table = self.signature (minquery, maxquery, mintarget, maxtarget, scope) |
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649 total = float(sum ([self.readsizes().get(i,0) for i in set(range(minquery,maxquery)+range(mintarget,maxtarget))]) ) |
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650 if total == 0: |
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651 return dict( [(i,0) for i in scope]) |
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652 return dict( [(i, frequency_table[i]/total*100) for i in scope]) |
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653 |
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654 def pairer (self, overlap, minquery, maxquery, mintarget, maxtarget): |
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655 queryhash = defaultdict(list) |
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656 targethash = defaultdict(list) |
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657 query_range = range (int(minquery), int(maxquery)+1) |
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658 target_range = range (int(mintarget), int(maxtarget)+1) |
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659 paired_sequences = [] |
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660 for offset in self.readDict: # selection of data |
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661 for size in self.readDict[offset]: |
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662 if size in query_range: |
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663 queryhash[offset].append(size) |
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664 if size in target_range: |
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665 targethash[offset].append(size) |
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666 for offset in queryhash: |
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667 if offset >= 0: matched_offset = -offset - overlap + 1 |
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668 else: matched_offset = -offset - overlap + 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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669 if targethash[matched_offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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670 paired = min ( len(queryhash[offset]), len(targethash[matched_offset]) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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671 if offset >= 0: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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672 for i in range (paired): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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673 paired_sequences.append("+%s" % RNAtranslate ( self.sequence[offset:offset+queryhash[offset][i]]) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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674 paired_sequences.append("-%s" % RNAtranslate (antipara (self.sequence[-matched_offset-targethash[matched_offset][i]+1:-matched_offset+1]) ) ) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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675 if offset < 0: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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676 for i in range (paired): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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677 paired_sequences.append("-%s" % RNAtranslate (antipara (self.sequence[-offset-queryhash[offset][i]+1:-offset+1]) ) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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678 paired_sequences.append("+%s" % RNAtranslate (self.sequence[matched_offset:matched_offset+targethash[matched_offset][i]] ) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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679 return paired_sequences |
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680 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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681 def pairable (self, overlap, minquery, maxquery, mintarget, maxtarget): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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682 queryhash = defaultdict(list) |
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683 targethash = defaultdict(list) |
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684 query_range = range (int(minquery), int(maxquery)+1) |
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685 target_range = range (int(mintarget), int(maxtarget)+1) |
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686 paired_sequences = [] |
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687 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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688 for offset in self.readDict: # selection of data |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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689 for size in self.readDict[offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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690 if size in query_range: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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691 queryhash[offset].append(size) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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692 if size in target_range: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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693 targethash[offset].append(size) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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694 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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695 for offset in queryhash: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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696 matched_offset = -offset - overlap + 1 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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697 if targethash[matched_offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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698 if offset >= 0: |
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699 for i in queryhash[offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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700 paired_sequences.append("+%s" % RNAtranslate (self.sequence[offset:offset+i]) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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701 for i in targethash[matched_offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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702 paired_sequences.append( "-%s" % RNAtranslate (antipara (self.sequence[-matched_offset-i+1:-matched_offset+1]) ) ) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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703 if offset < 0: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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704 for i in queryhash[offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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705 paired_sequences.append("-%s" % RNAtranslate (antipara (self.sequence[-offset-i+1:-offset+1]) ) ) |
ac7d8e55bb67
planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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706 for i in targethash[matched_offset]: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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707 paired_sequences.append("+%s" % RNAtranslate (self.sequence[matched_offset:matched_offset+i] ) ) |
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708 return paired_sequences |
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709 |
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710 def newpairable_bowtie (self, overlap, minquery, maxquery, mintarget, maxtarget): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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711 ''' revision of pairable on 3-12-2012, with focus on the offset shift problem (bowtie is 1-based cooordinates whereas python strings are 0-based coordinates''' |
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712 queryhash = defaultdict(list) |
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713 targethash = defaultdict(list) |
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714 query_range = range (int(minquery), int(maxquery)+1) |
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715 target_range = range (int(mintarget), int(maxtarget)+1) |
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716 bowtie_output = [] |
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717 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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718 for offset in self.readDict: # selection of data |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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719 for size in self.readDict[offset]: |
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720 if size in query_range: |
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721 queryhash[offset].append(size) |
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722 if size in target_range: |
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723 targethash[offset].append(size) |
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724 counter = 0 |
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725 for offset in queryhash: |
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726 matched_offset = -offset - overlap + 1 |
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727 if targethash[matched_offset]: |
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728 if offset >= 0: |
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729 for i in queryhash[offset]: |
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730 counter += 1 |
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731 bowtie_output.append("%s\t%s\t%s\t%s\t%s" % (counter, "+", self.gene, offset-1, self.sequence[offset-1:offset-1+i]) ) # attention a la base 1-0 de l'offset |
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732 if offset < 0: |
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733 for i in queryhash[offset]: |
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734 counter += 1 |
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735 bowtie_output.append("%s\t%s\t%s\t%s\t%s" % (counter, "-", self.gene, -offset-i, self.sequence[-offset-i:-offset])) # attention a la base 1-0 de l'offset |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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736 return bowtie_output |
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737 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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738 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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739 def __main__(bowtie_index_path, bowtie_output_path): |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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740 sequenceDic = get_fasta (bowtie_index_path) |
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741 objDic = {} |
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742 F = open (bowtie_output_path, "r") # F is the bowtie output taken as input |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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743 for line in F: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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744 fields = line.split() |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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745 polarity = fields[1] |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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746 gene = fields[2] |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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747 offset = int(fields[3]) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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748 size = len (fields[4]) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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749 try: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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750 objDic[gene].addread (polarity, offset, size) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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751 except KeyError: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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752 objDic[gene] = SmRNAwindow(gene, sequenceDic[gene]) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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753 objDic[gene].addread (polarity, offset, size) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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754 F.close() |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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755 for gene in objDic: |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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756 print gene, objDic[gene].pairer(19,19,23,19,23) |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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757 |
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planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/msp_sr_readmap_and_size_histograms commit fe40dec87779c1fcfbd03330e653aa886f4a2cda
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758 if __name__ == "__main__" : __main__(sys.argv[1], sys.argv[2]) |