Mercurial > repos > yufei-luo > s_mart
view commons/tools/TEclassifierPE_parallelized.py @ 19:9bcfa7936eec
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author | m-zytnicki |
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date | Mon, 29 Apr 2013 03:23:29 -0400 |
parents | 94ab73e8a190 |
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#!/usr/bin/env python # Copyright INRA (Institut National de la Recherche Agronomique) # http://www.inra.fr # http://urgi.versailles.inra.fr # # 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 import sys import shutil if not "REPET_PATH" in os.environ.keys(): print "ERROR: no environment variable REPET_PATH" sys.exit(1) sys.path.append(os.environ["REPET_PATH"]) if not "PYTHONPATH" in os.environ.keys(): os.environ["PYTHONPATH"] = os.environ["REPET_PATH"] else: os.environ["PYTHONPATH"] = "%s:%s" % (os.environ["REPET_PATH"], os.environ["PYTHONPATH"]) from commons.core.LoggerFactory import LoggerFactory from commons.core.utils.RepetOptionParser import RepetOptionParser from commons.core.utils.FileUtils import FileUtils from commons.core.checker.ConfigChecker import ConfigRules from commons.core.checker.ConfigChecker import ConfigChecker from commons.core.seq.FastaUtils import FastaUtils from commons.core.sql.DbFactory import DbFactory from commons.core.sql.TableJobAdaptatorFactory import TableJobAdaptatorFactory from commons.core.launcher.Launcher import Launcher from denovo_pipe.ReverseComplementAccordingToClassif import ReverseComplementAccordingToClassif from denovo_pipe.DetectTEFeatures_parallelized import DetectTEFeatures_parallelized from denovo_pipe.RenameHeaderClassif import RenameHeaderClassif from denovo_pipe.LaunchPASTEC import LaunchPASTEC from PASTEC.StatPastec import StatPastec LOG_DEPTH = "repet.tools" #LOG_FORMAT = "%(message)s" ####TEclassifier PASTEC Edition - parallelized # class TEclassifierPE_parallelized(object): def __init__(self, fastaFileName = "", configFileName = "", addWickerCode = False, reverseComp = False, doClean = False, verbosity = 0): self._fastaFileName = fastaFileName self._addWickerCode = addWickerCode self._reverseComp = reverseComp self._configFileName = configFileName self._doClean = doClean self._verbosity = verbosity self._projectName = "" self._log = LoggerFactory.createLogger("%s.%s" % (LOG_DEPTH, self.__class__.__name__), self._verbosity) def setAttributesFromCmdLine(self): description = "TE classifier PASTEC Edition.\n" description += "Detect TE features on consensus and classify them. Give some classification statistics.\n" description += "Can rename headers with classification info and Wicker's code at the beginning.\n" description += "Can reverse-complement consensus if they are detected in reverse strand.\n" epilog = "\n" epilog += "Example 1: launch and clean temporary files\n" epilog += "\t$ python TEclassifierPE.py -i consensus.fa -C TEclassifier.cfg -c\n" epilog += "\n" epilog += "Example 2: launch with 'rename headers' and 'reverse-complement' options\n" epilog += "\t$ python TEclassifierPE.py -i consensus.fa -C TEclassifier.cfg -c -w -r\n" parser = RepetOptionParser(description = description, epilog = epilog) parser.add_option("-i", "--fasta", dest = "fastaFileName", action = "store", type = "string", help = "input fasta file name [compulsory] [format: fasta]", default = "") parser.add_option("-C", "--config", dest = "configFileName",action = "store", type = "string", help = "configuration file name (e.g. TEclassifier.cfg) [compulsory]", default = "") parser.add_option("-w", "--wicker", dest = "addWickerCode", action = "store_true", help = "add classification info and Wicker's code at the beginning of the headers [optional] [default: False]", default = False) parser.add_option("-r", "--reverse", dest = "reverseComp", action = "store_true", help = "reverse-complement consensus if they are detected in reverse strand [optional] [default: False]", default = False) parser.add_option("-c", "--clean", dest = "doClean", action = "store_true", help = "clean temporary files [optional] [default: False]", default = False) parser.add_option("-v", "--verbosity", dest = "verbosity", action = "store", type = "int", help = "verbosity [optional] [default: 3, from 1 to 4]", default = 3) options = parser.parse_args()[0] self._setAttributesFromOptions(options) def _setAttributesFromOptions(self, options): self.setFastaFileName(options.fastaFileName) self.setAddWickerCode(options.addWickerCode) self.setReverseComp(options.reverseComp) self.setConfigFileName(options.configFileName) self.setDoClean(options.doClean) self.setVerbosity(options.verbosity) def _checkConfig(self): iConfigRules = ConfigRules() iConfigRules.addRuleOption(section="project", option ="project_name", mandatory=True, type="string") sectionName = "classif_consensus" iConfigRules.addRuleOption(section=sectionName, option ="clean", mandatory=True, type="bool") iConfigRules.addRuleOption(section=sectionName, option ="limit_job_nb", type="int") iConfigRules.addRuleOption(section=sectionName, option ="resources", type="string") iConfigRules.addRuleOption(section=sectionName, option ="tmpDir", type="string") iConfigChecker = ConfigChecker(self._configFileName, iConfigRules) iConfig = iConfigChecker.getConfig() self._setAttributesFromConfig(iConfig) def _setAttributesFromConfig(self, iConfig): self.setProjectName(iConfig.get("project", "project_name")) sectionName = "classif_consensus" self.setDoClean(iConfig.get(sectionName, "clean")) self._maxJobNb = iConfig.get(sectionName, "limit_job_nb") self._resources = iConfig.get(sectionName, "resources") self._tmpDir = iConfig.get(sectionName, "tmpDir") def setFastaFileName(self, fastaFileName): self._fastaFileName = fastaFileName def setConfigFileName(self, configFileName): self._configFileName = configFileName def setAddWickerCode(self, addWickerCode): self._addWickerCode = addWickerCode def setReverseComp(self, reverseComp): self._reverseComp = reverseComp def setDoClean(self, doClean): self._doClean = doClean def setVerbosity(self, verbosity): self._verbosity = verbosity def setProjectName(self, projectName): self._projectName = projectName def _checkOptions(self): if self._fastaFileName == "": self._logAndRaise("ERROR: Missing input fasta file name") def _logAndRaise(self, errorMsg): self._log.error(errorMsg) raise Exception(errorMsg) # def setup_env(config): # os.environ["REPET_HOST"] = config.get("repet_env", "repet_host") # os.environ["REPET_USER"] = config.get("repet_env", "repet_user") # os.environ["REPET_PW"] = config.get("repet_env", "repet_pw") # os.environ["REPET_DB"] = config.get("repet_env", "repet_db") # os.environ["REPET_PORT"] = config.get("repet_env", "repet_port") # os.environ["REPET_JOB_MANAGER"] = config.get("repet_env", "repet_job_manager") # os.environ["REPET_QUEUE"] = config.get("repet_env", "repet_job_manager") # os.environ["REPET_JOBS"] = "MySQL" def getPASTECcommand(self, iLauncher, fileName): lArgs = [] lArgs.append("-C %s" % self._configFileName) lArgs.append("-P %s" % self._projectName) lArgs.append("-S 2") lArgs.append("-i %s" % fileName) lArgs.append("-v %s" % self._verbosity) return iLauncher.getSystemCommand("LaunchPASTEC.py", lArgs) def run(self): LoggerFactory.setLevel(self._log, self._verbosity) if self._configFileName: self._checkConfig() self._checkOptions() self._log.info("START TEclassifier PASTEC Edition") self._log.debug("Fasta file name: %s" % self._fastaFileName) nbSeq = FastaUtils.dbSize(self._fastaFileName) self._log.debug("Total number of sequences: %i)" % nbSeq) self._log.debug("Launch DetectTEFeatures on each batch") iDF = DetectTEFeatures_parallelized(self._fastaFileName, self._projectName, self._configFileName, self._doClean, self._verbosity) iDF.run() self._log.debug("Insert banks in database") iLP = LaunchPASTEC(self._configFileName, "1", projectName = self._projectName, verbose = self._verbosity) iLP.run() self._log.info("Split fasta file") if self._maxJobNb == 0 or nbSeq / self._maxJobNb <= 1.0: nbSeqPerBatch = nbSeq else: nbSeqPerBatch = nbSeq / self._maxJobNb + 1 FastaUtils.dbSplit(self._fastaFileName, nbSeqPerBatch, True, verbose = self._verbosity - 2) self._log.info("Launch PASTEC on each batch") queue = self._resources cDir = os.getcwd() if self._tmpDir != "": tmpDir = self._tmpDir else: tmpDir = cDir #TODO: allow not to parallelize groupid = "%s_PASTEC" % self._projectName acronym = "PASTEC" iDb = DbFactory.createInstance() iTJA = TableJobAdaptatorFactory.createInstance(iDb, "jobs") iLauncher = Launcher(iTJA, os.getcwd(), "", "", cDir, tmpDir, "jobs", queue, groupid) lCmdsTuples = [] lFiles = FileUtils.getFileNamesList("%s/batches" % cDir, "batch_") if len(lFiles) == 0: self._logAndRaise("ERROR: directory 'batches' is empty") classifFileName = "%s.classif" % self._projectName count = 0 for file in lFiles: count += 1 lCmds = [self.getPASTECcommand(iLauncher, file)] lCmdStart = [] lCmdStart.append("shutil.copy(\"%s/batches/%s\", \".\")" % (cDir, file)) lCmdStart.append("shutil.copy(\"%s/%s\", \".\")" % (cDir, self._configFileName)) lCmdFinish = [] lCmdFinish.append("shutil.move(\"%s\", \"%s/%s_%i\")" % (classifFileName, cDir, classifFileName, count)) lCmdsTuples.append(iLauncher.prepareCommands_withoutIndentation(lCmds, lCmdStart, lCmdFinish)) iLauncher.runLauncherForMultipleJobs(acronym, lCmdsTuples, self._doClean) FileUtils.catFilesByPattern("%s_*" % classifFileName, classifFileName) if self._doClean: FileUtils.removeFilesByPattern("%s_*" % classifFileName) shutil.rmtree("batches") self._log.debug("Compute stats about classification") iSP = StatPastec(classifFileName) iSP.run() if self._reverseComp: self._log.debug("Reverse complement") iRevComplAccording2Classif = ReverseComplementAccordingToClassif() iRevComplAccording2Classif.setFastaFile(self._fastaFileName) iRevComplAccording2Classif.setClassifFile(classifFileName) iRevComplAccording2Classif.run() newFastaFileName = "%s_negStrandReversed.fa" % os.path.splitext(self._fastaFileName)[0] else: newFastaFileName = self._fastaFileName if self._addWickerCode: self._log.debug("Rename headers according to Wicker's code") iRHC = RenameHeaderClassif(classifFileName, newFastaFileName, self._projectName) iRHC.setOutputFileName("") iRHC.run() self._log.info("END TEclassifier PASTEC Edition") if __name__ == "__main__": iLaunch = TEclassifierPE_parallelized() iLaunch.setAttributesFromCmdLine() iLaunch.run()