Mercurial > repos > yufei-luo > s_mart
annotate smart_toolShed/SMART/Java/Python/CompareOverlappingSmallQuery.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 2009-2011 |
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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 from optparse import OptionParser |
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32 from commons.core.parsing.ParserChooser import ParserChooser |
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33 from commons.core.writer.TranscriptWriter import TranscriptWriter |
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34 from SMART.Java.Python.structure.Interval import Interval |
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35 from SMART.Java.Python.structure.Transcript import Transcript |
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36 from SMART.Java.Python.structure.Mapping import Mapping |
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37 from SMART.Java.Python.misc.Progress import Progress |
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38 from SMART.Java.Python.misc.UnlimitedProgress import UnlimitedProgress |
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39 |
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40 MINBIN = 3 |
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41 MAXBIN = 7 |
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42 REFERENCE = 0 |
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43 QUERY = 1 |
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44 |
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45 def getBin(start, end): |
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46 for i in range(MINBIN, MAXBIN + 1): |
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47 binLevel = 10 ** i |
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48 if int(start / binLevel) == int(end / binLevel): |
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49 return int(i * 10 ** (MAXBIN + 1) + int(start / binLevel)) |
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50 return int((MAXBIN + 1) * 10 ** (MAXBIN + 1)) |
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51 |
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52 def getOverlappingBins(start, end): |
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53 array = [] |
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54 bigBin = int((MAXBIN + 1) * 10 ** (MAXBIN + 1)) |
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55 for i in range(MINBIN, MAXBIN + 1): |
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56 binLevel = 10 ** i |
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57 array.append((int(i * 10 ** (MAXBIN + 1) + int(start / binLevel)), int(i * 10 ** (MAXBIN + 1) + int(end / binLevel)))) |
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58 array.append((bigBin, bigBin)) |
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59 return array |
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60 |
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61 |
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62 class CompareOverlappingSmallQuery(object): |
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63 |
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64 def __init__(self, verbosity): |
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65 self.verbosity = verbosity |
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66 self.tableNames = {} |
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67 self.nbQueries = 0 |
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68 self.nbRefs = 0 |
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69 self.nbWritten = 0 |
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70 self.nbOverlaps = 0 |
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71 self.distance = None |
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72 self.invert = False |
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73 self.antisense = False |
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74 self.collinear = False |
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75 self.bins = {} |
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76 self.overlaps = {} |
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77 self.notOverlapping = False |
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78 |
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79 def setReferenceFile(self, fileName, format): |
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80 chooser = ParserChooser(self.verbosity) |
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81 chooser.findFormat(format) |
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82 self.refParser = chooser.getParser(fileName) |
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83 |
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84 def setQueryFile(self, fileName, format): |
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85 chooser = ParserChooser(self.verbosity) |
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86 chooser.findFormat(format) |
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87 self.queryParser = chooser.getParser(fileName) |
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88 |
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89 def setOutputFile(self, fileName): |
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90 self.writer = TranscriptWriter(fileName, "gff3", self.verbosity) |
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91 |
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92 def setDistance(self, distance): |
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93 self.distance = distance |
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94 |
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95 def setInvert(self, boolean): |
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96 self.invert = boolean |
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97 |
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98 def setCollinear(self, boolean): |
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99 self.collinear = boolean |
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100 |
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101 def setAntisense(self, boolean): |
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102 self.antisense = boolean |
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103 |
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104 def includeNotOverlapping(self, boolean): |
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105 self.notOverlapping = boolean |
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106 |
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107 def loadQuery(self): |
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108 progress = UnlimitedProgress(10000, "Reading queries", self.verbosity) |
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109 for transcript in self.queryParser.getIterator(): |
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110 if transcript.__class__.__name__ == "Mapping": |
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111 transcript = transcript.getTranscript() |
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112 chromosome = transcript.getChromosome() |
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113 bin = getBin(transcript.getStart(), transcript.getEnd()) |
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114 if chromosome not in self.bins: |
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115 self.bins[chromosome] = {} |
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116 if bin not in self.bins[chromosome]: |
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117 self.bins[chromosome][bin] = [] |
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118 self.bins[chromosome][bin].append(transcript) |
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119 if self.notOverlapping or self.invert: |
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120 self.overlaps[transcript] = {} |
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121 self.nbQueries += 1 |
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122 progress.inc() |
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123 progress.done() |
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124 |
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125 def _compareTwoTranscripts(self, queryTranscript, refTranscript): |
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126 if not queryTranscript.overlapWithExon(refTranscript): |
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127 return False |
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128 if self.collinear and queryTranscript.getDirection() != refTranscript.getDirection(): |
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129 return False |
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130 if self.antisense and queryTranscript.getDirection() == refTranscript.getDirection(): |
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131 return False |
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132 return True |
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133 |
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134 def _alterTranscript(self, transcript, type): |
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135 if type == REFERENCE: |
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136 if self.distance != None: |
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137 transcript.extendExons(self.distance) |
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138 return transcript |
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139 |
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140 def _compareTranscript(self, refTranscript): |
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141 refChromosome = refTranscript.getChromosome() |
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142 if refChromosome not in self.bins: |
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143 return [] |
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144 refStart = refTranscript.getStart() |
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145 refEnd = refTranscript.getEnd() |
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146 bins = getOverlappingBins(refStart, refEnd) |
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147 for binRange in bins: |
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148 for bin in range(binRange[0], binRange[1]+1): |
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149 if bin not in self.bins[refChromosome]: |
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150 continue |
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151 for queryTranscript in self.bins[refChromosome][bin]: |
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152 if self._compareTwoTranscripts(queryTranscript, refTranscript): |
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153 if queryTranscript not in self.overlaps: |
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154 self.overlaps[queryTranscript] = {} |
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155 nbElements = int(float(refTranscript.getTagValue("nbElements"))) if "nbElements" in refTranscript.getTagNames() else 1 |
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156 self.overlaps[queryTranscript][refTranscript.getName()] = int(float(refTranscript.getTagValue("nbElements"))) if "nbElements" in refTranscript.getTagNames() else 1 |
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157 self.nbOverlaps += nbElements |
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158 |
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159 def _updateTranscript(self, queryTranscript): |
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160 overlaps = self.overlaps[queryTranscript] |
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161 queryTranscript.setTagValue("nbOverlaps", sum(overlaps.values())) |
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162 if overlaps: |
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163 queryTranscript.setTagValue("overlapsWith", "--".join(overlaps.keys())[:100]) |
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164 return queryTranscript |
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165 |
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166 def compare(self): |
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167 progress = UnlimitedProgress(10000, "Comparing references", self.verbosity) |
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168 for refTranscript in self.refParser.getIterator(): |
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169 if refTranscript.__class__.__name__ == "Mapping": |
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170 refTranscript = refTranscript.getTranscript() |
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171 refTranscript = self._alterTranscript(refTranscript, REFERENCE) |
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172 self._compareTranscript(refTranscript) |
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173 self.nbRefs += 1 |
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174 progress.inc() |
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175 progress.done() |
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176 |
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177 def printResults(self): |
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178 for transcript in self.overlaps: |
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179 if not self.invert or not self.overlaps[transcript]: |
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180 if not self.invert: |
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181 transcript = self._updateTranscript(transcript) |
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182 self.writer.addTranscript(transcript) |
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183 self.nbWritten += 1 |
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184 self.writer.close() |
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185 |
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186 def displayResults(self): |
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187 print "# queries: %d" % (self.nbQueries) |
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188 print "# refs: %d" % (self.nbRefs) |
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189 print "# written: %d (%d overlaps)" % (self.nbWritten, self.nbOverlaps) |
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190 |
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191 def run(self): |
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192 self.loadQuery() |
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193 self.compare() |
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194 self.printResults() |
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195 self.displayResults() |
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196 |
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197 if __name__ == "__main__": |
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198 |
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199 description = "Compare Overlapping Small Query v1.0.1: Provide the queries that overlap with a reference, when the query is small. [Category: Data Comparison]" |
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200 |
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201 parser = OptionParser(description = description) |
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202 parser.add_option("-i", "--input1", dest="inputFileName1", action="store", type="string", help="query input file [compulsory] [format: file in transcript format given by -f]") |
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203 parser.add_option("-f", "--format1", dest="format1", action="store", type="string", help="format of previous file [compulsory] [format: transcript file format]") |
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204 parser.add_option("-j", "--input2", dest="inputFileName2", action="store", type="string", help="reference input file [compulsory] [format: file in transcript format given by -g]") |
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Uploaded S-MART tool. A toolbox manages RNA-Seq and ChIP-Seq data.
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205 parser.add_option("-g", "--format2", dest="format2", action="store", type="string", help="format of previous file [compulsory] [format: transcript file format]") |
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206 parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file [format: output file in GFF3 format]") |
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207 parser.add_option("-O", "--notOverlapping", dest="notOverlapping", action="store_true", default=False, help="also output not overlapping data [format: bool] [default: false]") |
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208 parser.add_option("-d", "--distance", dest="distance", action="store", default=0, type="int", help="accept some distance between query and reference [format: int]") |
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Uploaded S-MART tool. A toolbox manages RNA-Seq and ChIP-Seq data.
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209 parser.add_option("-c", "--collinear", dest="collinear", action="store_true", default=False, help="provide collinear features [format: bool] [default: false]") |
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210 parser.add_option("-a", "--antisense", dest="antisense", action="store_true", default=False, help="provide antisense features [format: bool] [default: false]") |
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Uploaded S-MART tool. A toolbox manages RNA-Seq and ChIP-Seq data.
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211 parser.add_option("-x", "--exclude", dest="exclude", action="store_true", default=False, help="invert the match [format: bool] [default: false]") |
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212 parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") |
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213 (options, args) = parser.parse_args() |
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214 |
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215 cosq = CompareOverlappingSmallQuery(options.verbosity) |
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216 cosq.setQueryFile(options.inputFileName1, options.format1) |
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217 cosq.setReferenceFile(options.inputFileName2, options.format2) |
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218 cosq.setOutputFile(options.outputFileName) |
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219 cosq.includeNotOverlapping(options.notOverlapping) |
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220 cosq.setDistance(options.distance) |
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221 cosq.setCollinear(options.collinear) |
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Uploaded S-MART tool. A toolbox manages RNA-Seq and ChIP-Seq data.
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222 cosq.setAntisense(options.antisense) |
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223 cosq.setInvert(options.exclude) |
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224 cosq.run() |
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225 |
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226 |