Mercurial > repos > yufei-luo > s_mart
diff SMART/Java/Python/RestrictFromCoverage.py @ 6:769e306b7933
Change the repository level.
author | yufei-luo |
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date | Fri, 18 Jan 2013 04:54:14 -0500 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/SMART/Java/Python/RestrictFromCoverage.py Fri Jan 18 04:54:14 2013 -0500 @@ -0,0 +1,224 @@ +#! /usr/bin/env python +# +# Copyright INRA-URGI 2009-2012 +# +# This software is governed by the CeCILL license under French law and +# abiding by the rules of distribution of free software. You can use, +# modify and/ or redistribute the software under the terms of the CeCILL +# license as circulated by CEA, CNRS and INRIA at the following URL +# "http://www.cecill.info". +# +# As a counterpart to the access to the source code and rights to copy, +# modify and redistribute granted by the license, users are provided only +# with a limited warranty and the software's author, the holder of the +# economic rights, and the successive licensors have only limited +# liability. +# +# In this respect, the user's attention is drawn to the risks associated +# with loading, using, modifying and/or developing or reproducing the +# software by the user in light of its specific status of free software, +# that may mean that it is complicated to manipulate, and that also +# therefore means that it is reserved for developers and experienced +# professionals having in-depth computer knowledge. Users are therefore +# encouraged to load and test the software's suitability as regards their +# requirements in conditions enabling the security of their systems and/or +# data to be ensured and, more generally, to use and operate it in the +# same conditions as regards security. +# +# The fact that you are presently reading this means that you have had +# knowledge of the CeCILL license and that you accept its terms. +# +import os, struct, time, random +from optparse import OptionParser +from commons.core.parsing.ParserChooser import ParserChooser +from commons.core.writer.Gff3Writer import Gff3Writer +from SMART.Java.Python.structure.Transcript import Transcript +from SMART.Java.Python.structure.Interval import Interval +from SMART.Java.Python.ncList.NCList import NCList +from SMART.Java.Python.ncList.NCListCursor import NCListCursor +from SMART.Java.Python.ncList.NCListFilePickle import NCListFilePickle, NCListFileUnpickle +from SMART.Java.Python.ncList.FileSorter import FileSorter +from SMART.Java.Python.misc.Progress import Progress +from SMART.Java.Python.misc.UnlimitedProgress import UnlimitedProgress +from SMART.Java.Python.misc import Utils +try: + import cPickle as pickle +except: + import pickle + +REFERENCE = 0 +QUERY = 1 +TYPES = (REFERENCE, QUERY) +TYPETOSTRING = {0: "reference", 1: "query"} + +class RestrictFromCoverage(object): + + def __init__(self, verbosity = 1): + self._verbosity = verbosity + self._randomNumber = random.randint(0, 100000) + self._nbWritten = 0 + self._nbLines = dict([type, 0] for type in TYPES) + self._splittedFileNames = dict([type, {}] for type in TYPES) + self._nbElementsPerChromosome = dict([type, {}] for type in TYPES) + self._nbElements = dict([type, 0] for type in TYPES) + + def __del__(self): + pass + + def _close(self): + self._writer.close() + + def setInputFileName(self, fileName, format, type): + chooser = ParserChooser(self._verbosity) + chooser.findFormat(format) + parser = chooser.getParser(fileName) + sortedFileName = "%s_%d_%d_sorted.pkl" % (os.path.splitext(fileName)[0], self._randomNumber, type) + if self._verbosity > 2: + print "Preparing %s file..." % (TYPETOSTRING[type]) + startTime = time.time() + fs = FileSorter(parser, self._verbosity-1) + fs.perChromosome(True) + fs.setOutputFileName(sortedFileName) + fs.sort() + self._nbLines[type] = fs.getNbElements() + self._splittedFileNames[type] = fs.getOutputFileNames() + self._nbElementsPerChromosome[type] = fs.getNbElementsPerChromosome() + self._nbElements[type] = fs.getNbElements() + endTime = time.time() + if self._verbosity > 2: + print " ...done (%ds)" % (endTime - startTime) + + def setOutputFileName(self, outputFileName): + self._writer = Gff3Writer(outputFileName) + + def setPercent(self, minPercent, maxPercent): + self._minPercent = minPercent + self._maxPercent = maxPercent + + def setNbNucleotides(self, minNb, maxNb): + self._minNucleotides = minNb + self._maxNucleotides = maxNb + + def setOverlap(self, minOverlap, maxOverlap): + self._minOverlap = minOverlap + self._maxOverlap = maxOverlap + + def setStrands(self, boolean): + self._twoStrands = boolean + + def _compareChromosome(self, chromosome): + firstOverlap = 0 + parser1 = NCListFileUnpickle(self._splittedFileNames[QUERY][chromosome], self._verbosity) + parser2 = NCListFileUnpickle(self._splittedFileNames[REFERENCE][chromosome], self._verbosity) + progress = Progress(self._nbElementsPerChromosome[QUERY][chromosome], "Analyzing %s" % (chromosome), self._verbosity) + for transcript1 in parser1.getIterator(): + firstOverlap = self._compareList(transcript1, parser2) + parser2.setInitAddress(firstOverlap) + progress.inc() + progress.done() + + def _compareList(self, transcript1, parser2): + values = [] + for exon in transcript1.getExons(): + values.append([0.0] * exon.getSize()) + firstOverlap = None + for transcript2 in parser2.getIterator(): + address = parser2.getCurrentTranscriptAddress() + nbElements = float(transcript2.getTagValue("nbElements")) if "nbElements" in transcript2.getTagNames() else 1.0 + nbOccurrences = float(transcript2.getTagValue("nbOccurrences")) if "nbOccurrences" in transcript2.getTagNames() else 1.0 + nbElements /= nbOccurrences + if transcript2.getStart() > transcript1.getEnd(): + if firstOverlap == None: + firstOverlap = address + if self._checkValues(values): + self._printTranscript(transcript1) + return firstOverlap + elif transcript1.overlapWith(transcript2): + if firstOverlap == None: + firstOverlap = address + values = self._compareTranscript(transcript1, transcript2, values, nbElements) + if self._checkValues(values): + self._printTranscript(transcript1) + return firstOverlap + + def _compareTranscript(self, transcript1, transcript2, values, nbElements): + if not transcript1.overlapWith(transcript2) or ((self._twoStrands) and transcript1.getDirection() != transcript2.getDirection()): + return values + for id1, exon1 in enumerate(transcript1.getExons()): + for exon2 in transcript2.getExons(): + values[id1] = map(sum, zip(values[id1], self._compareExon(exon1, exon2, nbElements))) + return values + + def _compareExon(self, exon1, exon2, nbElements): + array = [0.0] * exon1.getSize() + if not exon1.overlapWith(exon2) or ((self._twoStrands) and exon1.getDirection() != exon2.getDirection()): + return array + for pos in range(max(exon1.getStart(), exon2.getStart()) - exon1.getStart(), min(exon1.getEnd(), exon2.getEnd()) - exon1.getStart()+1): + array[pos] += nbElements + return array + + def _filter(self, value): + if self._minOverlap and self._maxOverlap: + return self._minOverlap <= value <= self._maxOverlap + if self._minOverlap: + return self._minOverlap <= value + if self._maxOverlap: + return value <= self._maxOverlap + return True + + def _checkValues(self, values): + nbValues = sum(map(len, values)) + nbPosValues = sum(map(len, [filter(self._filter, valuePart) for valuePart in values])) + ratio = float(nbPosValues) / nbValues * 100 + if self._minNucleotides and nbPosValues < self._minNucleotides: + return False + if self._maxNucleotides and nbPosValues > self._maxNucleotides: + return False + if self._minPercent and ratio < self._minPercent: + return False + if self._maxPercent and ratio > self._maxPercent: + return False + return True + + def _printTranscript(self, transcript): + self._writer.addTranscript(transcript) + self._nbWritten += 1 + + def run(self): + for chromosome in sorted(self._splittedFileNames[QUERY].keys()): + self._compareChromosome(chromosome) + self._close() + if self._verbosity > 0: + print "# queries: %d" % (self._nbElements[QUERY]) + print "# refs: %d" % (self._nbElements[REFERENCE]) + print "# written: %d (%d%%)" % (self._nbWritten, 0 if self._nbElements[QUERY] == 0 else round(float(self._nbWritten) / self._nbElements[QUERY] * 100)) + + +if __name__ == "__main__": + description = "Restrict From Coverage v1.0.0: Select the elements from the first set which have a given coverage. [Category: Data Comparison]" + + parser = OptionParser(description = description) + parser.add_option("-i", "--input1", dest="inputFileName1", action="store", type="string", help="input file 1 [compulsory] [format: file in transcript format given by -f]") + parser.add_option("-f", "--format1", dest="format1", action="store", type="string", help="format of file 1 [compulsory] [format: transcript file format]") + parser.add_option("-j", "--input2", dest="inputFileName2", action="store", type="string", help="input file 2 [compulsory] [format: file in transcript format given by -g]") + parser.add_option("-g", "--format2", dest="format2", action="store", type="string", help="format of file 2 [compulsory] [format: transcript file format]") + parser.add_option("-o", "--output", dest="output", action="store", default=None, type="string", help="output file [compulsory] [format: output file in GFF3 format]") + parser.add_option("-n", "--minNucleotides", dest="minNucleotides", action="store", default=None, type="int", help="minimum number of nucleotides overlapping to declare an overlap [format: int]") + parser.add_option("-N", "--maxNucleotides", dest="maxNucleotides", action="store", default=None, type="int", help="maximum number of nucleotides overlapping to declare an overlap [format: int]") + parser.add_option("-p", "--minPercent", dest="minPercent", action="store", default=None, type="int", help="minimum percentage of nucleotides overlapping to declare an overlap [format: int]") + parser.add_option("-P", "--maxPercent", dest="maxPercent", action="store", default=None, type="int", help="maximum percentage of nucleotides overlapping to declare an overlap [format: int]") + parser.add_option("-e", "--minOverlap", dest="minOverlap", action="store", default=None, type="int", help="minimum number of elements from 2nd file to declare an overlap [format: int]") + parser.add_option("-E", "--maxOverlap", dest="maxOverlap", action="store", default=None, type="int", help="maximum number of elements from 2nd file to declare an overlap [format: int]") + parser.add_option("-s", "--strands", dest="strands", action="store_true", default=False, help="consider the two strands separately [format: bool] [default: false]") + parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") + (options, args) = parser.parse_args() + + rfc = RestrictFromCoverage(options.verbosity) + rfc.setInputFileName(options.inputFileName1, options.format1, QUERY) + rfc.setInputFileName(options.inputFileName2, options.format2, REFERENCE) + rfc.setOutputFileName(options.output) + rfc.setNbNucleotides(options.minNucleotides, options.maxNucleotides) + rfc.setPercent(options.minPercent, options.maxPercent) + rfc.setOverlap(options.minOverlap, options.maxOverlap) + rfc.setStrands(options.strands) + rfc.run()