Mercurial > repos > yufei-luo > s_mart
annotate smart_toolShed/SMART/Java/Python/getRandomRegions.py @ 1:30c5431d8ce4
Uploaded
author | yufei-luo |
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date | Thu, 17 Jan 2013 11:01:51 -0500 |
parents | e0f8dcca02ed |
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rev | line source |
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Uploaded S-MART tool. A toolbox manages RNA-Seq and ChIP-Seq data.
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1 #! /usr/bin/env python |
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2 # |
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3 # Copyright INRA-URGI 2009-2010 |
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4 # |
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5 # This software is governed by the CeCILL license under French law and |
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6 # abiding by the rules of distribution of free software. You can use, |
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7 # modify and/ or redistribute the software under the terms of the CeCILL |
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8 # license as circulated by CEA, CNRS and INRIA at the following URL |
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9 # "http://www.cecill.info". |
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10 # |
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11 # As a counterpart to the access to the source code and rights to copy, |
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12 # modify and redistribute granted by the license, users are provided only |
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13 # with a limited warranty and the software's author, the holder of the |
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14 # economic rights, and the successive licensors have only limited |
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15 # liability. |
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16 # |
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17 # In this respect, the user's attention is drawn to the risks associated |
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18 # with loading, using, modifying and/or developing or reproducing the |
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19 # software by the user in light of its specific status of free software, |
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20 # that may mean that it is complicated to manipulate, and that also |
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21 # therefore means that it is reserved for developers and experienced |
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22 # professionals having in-depth computer knowledge. Users are therefore |
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23 # encouraged to load and test the software's suitability as regards their |
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24 # requirements in conditions enabling the security of their systems and/or |
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25 # data to be ensured and, more generally, to use and operate it in the |
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26 # same conditions as regards security. |
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27 # |
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28 # The fact that you are presently reading this means that you have had |
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29 # knowledge of the CeCILL license and that you accept its terms. |
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30 # |
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31 """Find random regions in a genome""" |
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32 |
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33 import random, math |
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34 from optparse import OptionParser |
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35 from commons.core.parsing.FastaParser import * |
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36 from commons.core.writer.Gff3Writer import * |
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37 from commons.core.writer.MySqlTranscriptWriter import * |
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38 from SMART.Java.Python.misc.Progress import * |
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39 from SMART.Java.Python.structure.Transcript import Transcript |
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40 from SMART.Java.Python.structure.TranscriptContainer import TranscriptContainer |
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41 |
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42 repetitions = 100 |
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43 |
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44 |
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45 class RandomRegionsGenerator(object): |
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46 |
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47 def __init__(self, verbosity): |
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48 self.verbosity = verbosity |
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49 self.strands = False |
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50 self.distribution = "uniform" |
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51 self.transcripts = None |
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52 self.sequenceParser = None |
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53 random.seed() |
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54 |
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55 |
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56 def setInput(self, fileName): |
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57 self.sequenceParser = FastaParser(fileName, self.verbosity) |
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58 |
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59 |
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60 def setGenomeSize(self, size): |
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61 self.genomeSize = size |
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62 |
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63 |
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64 def setChromosomeName(self, name): |
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65 self.chromosomeName = name |
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66 |
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67 |
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68 def setAnnotation(self, fileName, format): |
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69 parser = TranscriptContainer(fileName, format, self.verbosity) |
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70 self.transcripts = [] |
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71 for transcript in parser.getIterator(): |
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72 self.transcripts.append(transcript) |
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73 self.setNumber(len(self.transcripts)) |
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74 self.setSize(0) |
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75 |
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76 |
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77 def setOutputFile(self, fileName): |
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78 self.outputFileName = fileName |
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79 |
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80 |
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81 def setSize(self, size): |
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82 self.minSize = size |
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83 self.maxSize = size |
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84 |
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85 |
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86 def setMinSize(self, size): |
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87 self.minSize = size |
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88 |
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89 |
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90 def setMaxSize(self, size): |
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91 self.maxSize = size |
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92 |
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93 |
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94 def setNumber(self, number): |
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95 self.number = number |
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96 |
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97 |
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98 def setStrands(self, strands): |
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99 self.strands = strands |
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100 |
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101 |
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102 def setMaxDistribution(self, maxElements): |
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103 if maxElements == None: |
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104 return |
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105 self.maxElements = maxElements |
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106 self.distribution = "gaussian" |
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107 |
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108 |
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109 def setDeviationDistribution(self, deviation): |
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110 if deviation == None: |
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111 return |
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112 self.deviation = deviation |
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113 self.distribution = "gaussian" |
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114 |
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115 |
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116 def getSizes(self): |
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117 if self.sequenceParser == None: |
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118 self.chromosomes = [self.chromosomeName] |
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119 self.sizes = {self.chromosomeName: self.genomeSize} |
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120 self.cumulatedSize = self.genomeSize |
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121 self.cumulatedSizes = {self.chromosomeName: self.genomeSize} |
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122 return |
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123 self.chromosomes = self.sequenceParser.getRegions() |
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124 self.sizes = {} |
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125 self.cumulatedSize = 0 |
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126 self.cumulatedSizes = {} |
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127 for chromosome in self.chromosomes: |
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128 self.sizes[chromosome] = self.sequenceParser.getSizeOfRegion(chromosome) |
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129 self.cumulatedSize += self.sizes[chromosome] |
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130 self.cumulatedSizes[chromosome] = self.cumulatedSize |
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131 |
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132 |
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133 def findPosition(self, size = None): |
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134 if size == None: |
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135 size = random.randint(self.minSize, self.maxSize) |
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136 integer = random.randint(0, self.cumulatedSize) |
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137 for chromosome in self.chromosomes: |
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138 if self.cumulatedSizes[chromosome] > integer: |
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139 break |
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140 start = random.randint(1, self.sizes[chromosome] - size) |
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141 return (chromosome, start, size) |
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142 |
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143 |
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144 def createTranscript(self, chromosome, start, size, strand, cpt): |
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145 transcript = Transcript() |
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146 transcript.setChromosome(chromosome) |
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147 transcript.setStart(start) |
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148 transcript.setEnd(start + size-1) |
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149 transcript.setDirection(strand) |
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150 transcript.setName("rand_%d" % (cpt)) |
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151 return transcript |
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152 |
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153 |
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154 def moveTranscript(self, chromosome, start, transcript): |
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155 while transcript.getEnd() + start - transcript.getStart() > self.cumulatedSizes[chromosome]: |
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156 chromosome, start, size = self.findPosition(transcript.getEnd() - transcript.getStart()) |
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157 transcript.setChromosome(chromosome) |
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158 oldStart, oldEnd = transcript.getStart(), transcript.getEnd() |
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159 if transcript.getNbExons() > 1: |
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160 for exon in transcript.getNbExons(): |
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161 oldExonStart, oldExonEnd = exon.getStart(), exon.getEnd() |
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162 exon.setStart(oldExonStart + start - oldStart) |
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163 exon.setEnd(oldExonEnd + start - oldStart) |
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164 transcript.setStart(start) |
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165 transcript.setEnd(oldEnd + start - oldStart) |
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166 return [transcript] |
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167 |
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168 |
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169 def createUniformCluster(self, chromosome, start, size, strand, cpt): |
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170 transcript = self.createTranscript(chromosome, start, size, strand, cpt) |
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171 return [transcript] |
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172 |
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173 |
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174 def findNbTranscripts(self, cpt): |
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175 return min(int(round(math.exp(random.random() * math.log(self.maxElements)))), self.number - cpt + 1) |
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176 |
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177 |
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178 def getDev(self): |
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179 deviation = 0.0 |
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180 for j in range(repetitions): |
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181 deviation += random.randint(-self.deviation, self.deviation) |
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182 deviation /= repetitions |
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183 deviation = int(round(deviation)) |
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184 return deviation |
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185 |
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186 |
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187 def createGaussianCluster(self, chromosome, start, size, strand, cpt): |
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188 transcripts = [] |
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189 nbTranscripts = self.findNbTranscripts(cpt) |
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190 for i in range(nbTranscripts): |
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191 transcript = self.createTranscript(chromosome, start + self.getDev(), size + self.getDev(), strand, cpt + i) |
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192 transcripts.append(transcript) |
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193 return transcripts |
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194 |
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195 |
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196 def writeRegions(self): |
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197 writer = Gff3Writer(self.outputFileName, self.verbosity) |
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198 outputFile = open(self.outputFileName, "w") |
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199 progress = Progress(self.number, "Writing to %s" % (self.outputFileName), self.verbosity) |
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200 i = 0 |
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201 while i < self.number: |
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202 chromosome, start, size = self.findPosition() |
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203 strand = random.choice([-1, 1]) if self.strands else 1 |
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204 if self.transcripts != None: |
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205 transcripts = self.moveTranscript(chromosome, start, self.transcripts[i]) |
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206 elif self.distribution == "uniform": |
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207 transcripts = self.createUniformCluster(chromosome, start, size, strand, i+1) |
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208 else: |
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209 transcripts = self.createGaussianCluster(chromosome, start, size, strand, i+1) |
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210 for transcript in transcripts: |
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211 writer.addTranscript(transcript) |
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212 i += 1 |
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213 progress.inc() |
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214 progress.done() |
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215 outputFile.close() |
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216 writer.write() |
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217 writer.close() |
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218 |
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219 |
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220 def run(self): |
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221 self.getSizes() |
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222 self.writeRegions() |
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223 |
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224 |
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225 if __name__ == "__main__": |
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226 |
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227 # parse command line |
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228 description = "Get Random Regions v1.0.2: Get some random coordinates on a genome. May use uniform or gaussian distribution (in gaussion distribution, # of element per cluster follows a power law). [Category: Other]" |
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229 |
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230 parser = OptionParser(description = description) |
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231 parser.add_option("-r", "--reference", dest="reference", action="store", default=None, type="string", help="file that contains the sequences [format: file in FASTA format]") |
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232 parser.add_option("-S", "--referenceSize", dest="referenceSize", action="store", default=None, type="int", help="size of the chromosome (when no reference is given) [format: int]") |
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233 parser.add_option("-c", "--chromosome", dest="chromosome", action="store", default=None, type="string", help="name of the chromosome (when no reference is given) [format: string]") |
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234 parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file [compulsory] [format: output file in FASTA format]") |
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235 parser.add_option("-i", "--input", dest="inputFileName", action="store", default=None, type="string", help="optional file containing regions to shuffle [format: file in transcript format given by -f]") |
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236 parser.add_option("-f", "--format", dest="format", action="store", default=None, type="string", help="format of the previous file [format: transcript file format]") |
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237 parser.add_option("-s", "--size", dest="size", action="store", default=None, type="int", help="size of the regions (if no region set is provided) [format: int]") |
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238 parser.add_option("-z", "--minSize", dest="minSize", action="store", default=None, type="int", help="minimum size of the regions (if no region set nor a fixed size are provided) [format: int]") |
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239 parser.add_option("-Z", "--maxSize", dest="maxSize", action="store", default=None, type="int", help="maximum size of the regions (if no region set nor a fixed size are provided) [format: int]") |
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240 parser.add_option("-n", "--number", dest="number", action="store", default=None, type="int", help="number of regions (if no region set is provided) [format: int]") |
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241 parser.add_option("-t", "--strands", dest="strands", action="store_true", default=False, help="use both strands (if no region set is provided) [format: boolean]") |
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242 parser.add_option("-m", "--max", dest="max", action="store", default=None, type="int", help="max. # reads in a cluster (for Gaussian dist.) [format: int]") |
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243 parser.add_option("-d", "--deviation", dest="deviation", action="store", default=None, type="int", help="deviation around the center of the cluster (for Gaussian dist.) [format: int]") |
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244 parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") |
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245 (options, args) = parser.parse_args() |
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246 |
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247 rrg = RandomRegionsGenerator(options.verbosity) |
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248 if options.reference == None: |
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249 rrg.setGenomeSize(options.referenceSize) |
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250 rrg.setChromosomeName(options.chromosome) |
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251 else: |
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252 rrg.setInput(options.reference) |
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253 rrg.setOutputFile(options.outputFileName) |
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254 if options.inputFileName == None: |
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255 if options.size != None: |
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256 rrg.setSize(options.size) |
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257 else: |
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258 rrg.setMinSize(options.minSize) |
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259 rrg.setMaxSize(options.maxSize) |
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260 rrg.setNumber(options.number) |
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261 rrg.setStrands(options.strands) |
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262 else: |
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263 rrg.setAnnotation(options.inputFileName, options.format) |
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264 rrg.setMaxDistribution(options.max) |
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265 rrg.setDeviationDistribution(options.deviation) |
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266 rrg.run() |
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267 |