Mercurial > repos > yufei-luo > s_mart
view SMART/Java/Python/FindOverlapsOptim.py @ 38:2c0c0a89fad7
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author | m-zytnicki |
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date | Thu, 02 May 2013 09:56:47 -0400 |
parents | 769e306b7933 |
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#! /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, shutil 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.ConvertToNCList import ConvertToNCList from SMART.Java.Python.ncList.NCListParser import NCListParser from SMART.Java.Python.ncList.NCListCursor import NCListCursor from SMART.Java.Python.ncList.NCListFilePickle import NCListFilePickle, NCListFileUnpickle from SMART.Java.Python.ncList.NCListHandler import NCListHandler from SMART.Java.Python.misc.Progress import Progress from SMART.Java.Python.misc.UnlimitedProgress import UnlimitedProgress try: import cPickle as pickle except: import pickle REFERENCE = 0 QUERY = 1 TYPES = (REFERENCE, QUERY) TYPETOSTRING = {0: "reference", 1: "query"} class FindOverlapsOptim(object): def __init__(self, verbosity = 1): self._parsers = {} self._sortedFileNames = {} self._outputFileName = "outputOverlaps.gff3" self._iWriter = None self._inputFileNames = {REFERENCE: None, QUERY: None} self._convertedFileNames = {REFERENCE: False, QUERY: False} self._inputFileFormats = {REFERENCE: None, QUERY: None} self._converted = {REFERENCE: False, QUERY: False} self._ncListHandlers = {REFERENCE: None, QUERY: None} self._splittedFileNames = {REFERENCE: {}, QUERY: {}} self._nbOverlappingQueries = 0 self._nbOverlaps = 0 self._nbLines = {REFERENCE: 0, QUERY: 0} self._sorted = False self._index = False self._verbosity = verbosity self._ncLists = {} self._cursors = {} self._nbElementsPerChromosome = {} self._tmpDirectories = {REFERENCE: False, QUERY: False} def close(self): self._iWriter.close() for fileName in (self._sortedFileNames.values()): if os.path.exists(fileName): os.remove(fileName) for fileName in self._convertedFileNames.values(): if fileName: os.remove(fileName) def setRefFileName(self, fileName, format): self.setFileName(fileName, format, REFERENCE) def setQueryFileName(self, fileName, format): self.setFileName(fileName, format, QUERY) def setFileName(self, fileName, format, type): self._inputFileNames[type] = fileName self._inputFileFormats[type] = format if format.lower() != "nclist": self._converted[type] = True def setOutputFileName(self, outputFileName): self._outputFileName = outputFileName self._iWriter = Gff3Writer(self._outputFileName) def setSorted(self, sorted): self._sorted = sorted def setIndex(self, index): self._index = index def createNCLists(self): startTime = time.time() if self._verbosity > 1: print "Building database" self._ncLists = dict([type, {}] for type in TYPES) self._indices = dict([type, {}] for type in TYPES) self._cursors = dict([type, {}] for type in TYPES) for type in TYPES: self._ncListHandlers[type] = NCListHandler(self._verbosity-3) if self._converted[type]: self._convertedFileNames[type] = "%s_%d.ncl" % (os.path.splitext(self._inputFileNames[type])[0], type) ncLists = ConvertToNCList(self._verbosity-3) ncLists.setInputFileName(self._inputFileNames[type], self._inputFileFormats[type]) ncLists.setSorted(self._sorted) ncLists.setOutputFileName(self._convertedFileNames[type]) if type == REFERENCE and self._index: ncLists.setIndex(True) ncLists.run() self._ncListHandlers[type].setFileName(self._convertedFileNames[type]) else: self._ncListHandlers[type].setFileName(self._inputFileNames[type]) self._ncListHandlers[type].loadData() self._nbLines[type] = self._ncListHandlers[type].getNbElements() self._nbElementsPerChromosome[type] = self._ncListHandlers[type].getNbElementsPerChromosome() self._ncLists[type] = self._ncListHandlers[type].getNCLists() for chromosome, ncList in self._ncLists[type].iteritems(): self._cursors[type][chromosome] = NCListCursor(None, ncList, 0, self._verbosity) if type == REFERENCE and self._index: self._indices[REFERENCE][chromosome] = ncList.getIndex() endTime = time.time() if self._verbosity > 1: print "done (%.2gs)" % (endTime - startTime) def compare(self): nbSkips, nbMoves = 0, 0 previousChromosome = None done = False startTime = time.time() progress = Progress(len(self._ncLists[QUERY].keys()), "Checking overlap", self._verbosity) #print "query:", self._ncLists[QUERY].keys() #print "reference:", self._ncLists[REFERENCE].keys() for chromosome, queryNCList in self._ncLists[QUERY].iteritems(): queryParser = self._ncListHandlers[QUERY].getParser(chromosome) queryCursor = self._cursors[QUERY][chromosome] if chromosome != previousChromosome: skipChromosome = False previousChromosome = chromosome if chromosome not in self._ncLists[REFERENCE]: #print "out ", chromosome continue refNCList = self._ncLists[REFERENCE][chromosome] refCursor = self._cursors[REFERENCE][chromosome] #print "starting", chromosome while True: queryTranscript = queryCursor.getTranscript() newRefLaddr = self.checkIndex(queryTranscript, refCursor) #print "query is", queryTranscript if newRefLaddr != None: nbMoves += 1 refCursor.setLIndex(newRefLaddr) #print "skipping to", refCursor done = False refCursor, done, unmatched = self.findOverlapIter(queryTranscript, refCursor, done) #print "completed with", refCursor, done, unmatched if refCursor.isOut(): #print "exiting 1", chromosome break if unmatched or not queryCursor.hasChildren(): queryCursor.moveNext() #print "moving next to", queryCursor nbSkips += 1 else: queryCursor.moveDown() #print "moving down to", queryCursor if queryCursor.isOut(): #print "exiting 2", chromosome break progress.inc() progress.done() endTime = time.time() self._timeSpent = endTime - startTime if self._verbosity >= 10: print "# skips: %d" % (nbSkips) print "# moves: %d" % (nbMoves) def findOverlapIter(self, queryTranscript, cursor, done): chromosome = queryTranscript.getChromosome() if chromosome not in self._ncLists[REFERENCE]: return False, None ncList = self._ncLists[REFERENCE][chromosome] overlappingNames = {} nextDone = False firstOverlapLAddr = NCListCursor(cursor) firstOverlapLAddr.setLIndex(-1) if cursor.isOut(): return firstOverlapLAddr, False parentCursor = NCListCursor(cursor) parentCursor.moveUp() firstParentAfter = False #print "query transcript 1", queryTranscript #print "cursor 1", cursor #print "parent 1", parentCursor while not parentCursor.isOut(): if self.isOverlapping(queryTranscript, parentCursor) == 0: #print "overlap parent choice 0" overlappingNames.update(self._extractID(parentCursor.getTranscript())) if firstOverlapLAddr.isOut(): #print "overlap parent 2" firstOverlapLAddr.copy(parentCursor) nextDone = True # new elif self.isOverlapping(queryTranscript, parentCursor) == 1: #print "overlap parent choice 1" firstParentAfter = NCListCursor(parentCursor) parentCursor.moveUp() #print "parent 2", parentCursor if firstParentAfter: #print "exit parent", firstParentAfter, overlappingNames self._writeIntervalInNewGFF3(queryTranscript, overlappingNames) return firstParentAfter, False, not overlappingNames #This loop finds the overlaps with currentRefLAddr.# while True: #print "ref cursor now is", cursor parentCursor = NCListCursor(cursor) parentCursor.moveUp() #In case: Query is on the right of the RefInterval and does not overlap. overlap = self.isOverlapping(queryTranscript, cursor) if overlap == -1: cursor.moveNext() #In case: Query overlaps with RefInterval. elif overlap == 0: #print "choice 2" overlappingNames.update(self._extractID(cursor.getTranscript())) if firstOverlapLAddr.compare(parentCursor): firstOverlapLAddr.copy(cursor) nextDone = True # new if done: cursor.moveNext() else: if not cursor.hasChildren(): cursor.moveNext() if cursor.isOut(): #print "break 1" break else: cursor.moveDown() #In case: Query is on the left of the RefInterval and does not overlap. else: #print "choice 3" if firstOverlapLAddr.isOut() or firstOverlapLAddr.compare(parentCursor): #print "changing nfo 2" firstOverlapLAddr.copy(cursor) nextDone = False # new #print "break 2" break done = False if cursor.isOut(): #print "break 3" break self._writeIntervalInNewGFF3(queryTranscript, overlappingNames) return firstOverlapLAddr, nextDone, not overlappingNames def isOverlapping(self, queryTranscript, refTranscript): if (queryTranscript.getStart() <= refTranscript.getEnd() and queryTranscript.getEnd() >= refTranscript.getStart()): return 0 if queryTranscript.getEnd() < refTranscript.getStart(): return 1 return -1 def checkIndex(self, transcript, cursor): if not self._index: return None chromosome = transcript.getChromosome() nextLIndex = self._indices[REFERENCE][chromosome].getIndex(transcript) if nextLIndex == None: return None ncList = self._ncLists[REFERENCE][chromosome] nextGffAddress = ncList.getRefGffAddr(nextLIndex) thisGffAddress = cursor.getGffAddress() if nextGffAddress > thisGffAddress: return nextLIndex return None def _writeIntervalInNewGFF3(self, transcript, names): nbOverlaps = 0 for cpt in names.values(): nbOverlaps += cpt if not names: return transcript.setTagValue("overlapsWith", "--".join(sorted(names.keys()))) transcript.setTagValue("nbOverlaps", nbOverlaps) self._iWriter.addTranscript(transcript) self._iWriter.write() self._nbOverlappingQueries += 1 self._nbOverlaps += nbOverlaps def _extractID(self, transcript): nbElements = float(transcript.getTagValue("nbElements")) if "nbElements" in transcript.getTagNames() else 1 id = transcript.getTagValue("ID") if "ID" in transcript.getTagNames() else transcript.getUniqueName() return {id: nbElements} def run(self): self.createNCLists() self.compare() self.close() if self._verbosity > 0: print "# queries: %d" % (self._nbLines[QUERY]) print "# refs: %d" % (self._nbLines[REFERENCE]) print "# written: %d (%d overlaps)" % (self._nbOverlappingQueries, self._nbOverlaps) print "time: %.2gs" % (self._timeSpent) if __name__ == "__main__": description = "Find Overlaps Optim v1.0.0: Finds overlaps with several query intervals. [Category: Data Comparison]" parser = OptionParser(description = description) parser.add_option("-i", "--query", dest="inputQueryFileName", action="store", type="string", help="query input file [compulsory] [format: file in transcript or other format given by -f]") parser.add_option("-f", "--queryFormat", dest="queryFormat", action="store", type="string", help="format of previous file (possibly in NCL format) [compulsory] [format: transcript or other file format]") parser.add_option("-j", "--ref", dest="inputRefFileName", action="store", type="string", help="reference input file [compulsory] [format: file in transcript or other format given by -g]") parser.add_option("-g", "--refFormat", dest="refFormat", action="store", type="string", help="format of previous file (possibly in NCL format) [compulsory] [format: transcript or other file format]") parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file [compulsory] [format: output file in GFF3 format]") parser.add_option("-d", "--index", dest="index", action="store_true", default=False, help="add an index to the reference file (faster but more memory) [format: boolean] [default: False]") parser.add_option("-s", "--sorted", dest="sorted", action="store_true", default=False, help="input files are already sorted [format: boolean] [default: False]") parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="Trace level [format: int] [default: 1]") (options, args) = parser.parse_args() iFOO = FindOverlapsOptim(options.verbosity) iFOO.setRefFileName(options.inputRefFileName, options.refFormat) iFOO.setQueryFileName(options.inputQueryFileName, options.queryFormat) iFOO.setOutputFileName(options.outputFileName) iFOO.setIndex(options.index) iFOO.setSorted(options.sorted) iFOO.run()