Mercurial > repos > yufei-luo > s_mart
diff SMART/Java/Python/FindOverlapsOptim.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/FindOverlapsOptim.py Fri Jan 18 04:54:14 2013 -0500 @@ -0,0 +1,343 @@ +#! /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()