Mercurial > repos > yufei-luo > s_mart
view SMART/Java/Python/ncList/FindOverlapsWithSeveralIntervalsBin.py @ 44:5f796c5c579f
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author | m-zytnicki |
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date | Wed, 18 Sep 2013 08:32:38 -0400 |
parents | 769e306b7933 |
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#! /usr/bin/env python # # Copyright INRA-URGI 2009-2011 # # 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 random, os, os.path, time, sqlite3 from optparse import OptionParser from commons.core.parsing.ParserChooser import ParserChooser from commons.core.writer.TranscriptWriter import TranscriptWriter from SMART.Java.Python.structure.Interval import Interval from SMART.Java.Python.structure.Transcript import Transcript from SMART.Java.Python.structure.Mapping import Mapping from SMART.Java.Python.misc.Progress import Progress from SMART.Java.Python.misc.UnlimitedProgress import UnlimitedProgress try: import cPickle as pickle except: import pickle MINBIN = 3 MAXBIN = 7 def getBin(start, end): for i in range(MINBIN, MAXBIN + 1): binLevel = 10 ** i if int(start / binLevel) == int(end / binLevel): return int(i * 10 ** (MAXBIN + 1) + int(start / binLevel)) return int((MAXBIN + 1) * 10 ** (MAXBIN + 1)) def getOverlappingBins(start, end): array = [] bigBin = int((MAXBIN + 1) * 10 ** (MAXBIN + 1)) for i in range(MINBIN, MAXBIN + 1): binLevel = 10 ** i array.append((int(i * 10 ** (MAXBIN + 1) + int(start / binLevel)), int(i * 10 ** (MAXBIN + 1) + int(end / binLevel)))) array.append((bigBin, bigBin)) return array class FindOverlapsWithSeveralIntervalsBin(object): def __init__(self, verbosity): self.verbosity = verbosity self.randomNumber = random.randint(0, 10000) self.dbName = "smartdb%d" % (self.randomNumber) if "SMARTTMPPATH" in os.environ: self.dbName = os.join(os.environ["SMARTTMPPATH"], self.dbName) self.connection = sqlite3.connect(self.dbName) self.tableNames = {} self.nbQueries = 0 self.nbRefs = 0 self.nbWritten = 0 self.nbOverlaps = 0 cursor = self.connection.cursor() cursor.execute("PRAGMA journal_mode = OFF") cursor.execute("PRAGMA synchronous = 0") cursor.execute("PRAGMA locking_mode = EXCLUSIVE") cursor.execute("PRAGMA count_change = OFF") cursor.execute("PRAGMA temp_store = 2") def __del__(self): cursor = self.connection.cursor() for tableName in self.tableNames.values(): cursor.execute("DROP TABLE IF EXISTS %s" % (tableName)) if os.path.exists(self.dbName): os.remove(self.dbName) def createTable(self, chromosome): cursor = self.connection.cursor() tableName = "tmpTable_%s_%d" % (chromosome.replace("-", "_"), self.randomNumber) cursor.execute("CREATE TABLE %s (start INT, end INT, transcript BLOB, bin INT)" % (tableName)) cursor.execute("CREATE INDEX index_%s ON %s (bin)" % (tableName, tableName)) self.tableNames[chromosome] = tableName def setReferenceFile(self, fileName, format): chooser = ParserChooser(self.verbosity) chooser.findFormat(format) parser = chooser.getParser(fileName) startTime = time.time() if self.verbosity > 2: print "Storing into table" for transcript in parser.getIterator(): if transcript.__class__.__name__ == "Mapping": transcript = transcript.getTranscript() transcriptString = pickle.dumps(transcript) chromosome = transcript.getChromosome() if chromosome not in self.tableNames: self.createTable(chromosome) start = transcript.getStart() end = transcript.getEnd() bin = getBin(start, end) cursor = self.connection.cursor() cursor.execute("INSERT INTO %s (start, end, transcript, bin) VALUES (?, ?, ?, ?)" % (self.tableNames[chromosome]), (start, end, sqlite3.Binary(transcriptString), bin)) self.nbRefs += 1 self.connection.commit() endTime = time.time() if self.verbosity > 2: print " ...done (%.2gs)" % (endTime - startTime) def setQueryFile(self, fileName, format): chooser = ParserChooser(self.verbosity) chooser.findFormat(format) self.queryParser = chooser.getParser(fileName) self.nbQueries = self.queryParser.getNbItems() def setOutputFile(self, fileName): self.writer = TranscriptWriter(fileName, "gff3", self.verbosity) def compare(self): progress = Progress(self.nbQueries, "Reading queries", self.verbosity) startTime = time.time() for queryTranscript in self.queryParser.getIterator(): if queryTranscript.__class__.__name__ == "Mapping": queryTranscript = queryTranscript.getTranscript() progress.inc() queryChromosome = queryTranscript.getChromosome() if queryChromosome not in self.tableNames: continue queryStart = queryTranscript.getStart() queryEnd = queryTranscript.getEnd() bins = getOverlappingBins(queryStart, queryEnd) commands = [] for bin in bins: command = "SELECT * FROM %s WHERE bin " % (self.tableNames[queryChromosome]) if bin[0] == bin[1]: command += "= %d" % (bin[0]) else: command += "BETWEEN %d AND %d" % (bin[0], bin[1]) commands.append(command) command = " UNION ".join(commands) cursor = self.connection.cursor() cursor.execute(command) overlap = False line = cursor.fetchone() while line: refStart, refEnd, refTranscriptString, refBin = line if refStart <= queryEnd and refEnd >= queryStart: refTranscript = pickle.loads(str(refTranscriptString)) if refTranscript.overlapWith(queryTranscript): overlap = True self.nbOverlaps += 1 line = cursor.fetchone() if overlap: self.writer.addTranscript(queryTranscript) self.nbWritten += 1 progress.done() endTime = time.time() self.timeSpent = endTime - startTime def displayResults(self): print "# queries: %d" % (self.nbQueries) print "# refs: %d" % (self.nbRefs) print "# written: %d (%d overlaps)" % (self.nbWritten, self.nbOverlaps) print "time: %.2gs" % (self.timeSpent) def run(self): self.compare() self.displayResults() if __name__ == "__main__": description = "Find Overlaps With Several Intervals Using Bin v1.0.1: Use MySQL binning to compare intervals. [Category: Personal]" parser = OptionParser(description = description) parser.add_option("-i", "--input1", dest="inputFileName1", action="store", type="string", help="query input file [compulsory] [format: file in transcript format given by -f]") parser.add_option("-f", "--format1", dest="format1", action="store", type="string", help="format of previous file [compulsory] [format: transcript file format]") parser.add_option("-j", "--input2", dest="inputFileName2", action="store", type="string", help="reference input file [compulsory] [format: file in transcript format given by -g]") parser.add_option("-g", "--format2", dest="format2", action="store", type="string", help="format of previous file [compulsory] [format: transcript file format]") parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file [format: output file in GFF3 format]") parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") (options, args) = parser.parse_args() fowsib = FindOverlapsWithSeveralIntervalsBin(options.verbosity) fowsib.setQueryFile(options.inputFileName1, options.format1) fowsib.setReferenceFile(options.inputFileName2, options.format2) fowsib.setOutputFile(options.outputFileName) fowsib.run()