Mercurial > repos > yufei-luo > s_mart
view SMART/Java/Python/ncList/Benchmark.py @ 68:85e80c21b1f7 draft
Uploaded
author | m-zytnicki |
---|---|
date | Mon, 16 Nov 2015 12:00:32 -0500 |
parents | 94ab73e8a190 |
children |
line wrap: on
line source
import os, os.path, random, glob, subprocess, threading, time, resource from optparse import OptionParser from SMART.Java.Python.misc.Progress import * from SMART.Java.Python.getRandomRegions import RandomRegionsGenerator from commons.core.writer.TranscriptWriter import TranscriptWriter from SMART.Java.Python.structure.Transcript import Transcript from commons.core.parsing.GffParser import GffParser #TYPES = ("bin", "has", "seg", "fj", "nc", "new") TYPES = ("new", ) class RunCmd(threading.Thread): def __init__(self, cmd, out, err, time, memory): threading.Thread.__init__(self) self._cmd = cmd self._out = out self._err = err self._time = time self._memory = memory self._id = os.getpid() self._mem = 0.0 self._outputFileName = "tmp_%d.out" % (self._id) def run(self): self._p = subprocess.Popen(self._cmd, stdout = self._out, stderr = self._err, shell = True) #self._p.wait() def _runShellCommand(self, command): p = subprocess.call("%s > %s" % (command, self._outputFileName), shell=True) handle = open(self._outputFileName) data = [line.split() for line in handle.readlines()[1:] if line] handle.close() os.remove(self._outputFileName) return data def _getPid(self): self._pid = None cpt = 1 while True: commandsFound = [] for line in self._runShellCommand("ps -o pid,cmd"): if line[1:] == self._cmd.split(" "): self._pid = int(line[0]) commandsFound.append(" ".join(line[1:])) if self._pid != None: return True time.sleep(1) if cpt % 100 == 0: print "pid of '%s' not found after %d seconds. Found: %s" % (self._cmd, cpt, " --- ".join(commandsFound)) cpt += 1 if cpt > 300: return False def _fetchMemory(self): lines = self._runShellCommand("ps u -p %d" % (self._pid)) for line in lines: self._mem = max(self._mem, float(line[3])) return self._mem >= self._memory #print "Cannot find the memory of the current PID (%d) in: %s" % (self._pid, " --- ".join([" ".join(line) for line in lines])) return False def getMemory(self): return self._mem def _abort(self): try: self._p.terminate() except Exception: pass self._killSubThreads() def _killSubThreads(self): for line in self._runShellCommand("ps --ppid %d -o pid" % (self._pid)): self._runShellCommand("kill %s" % (line[0])) self._runShellCommand("kill %s" % (self._pid)) def go(self): startTime = time.time() self.run() #self.start() while not self._getPid(): #self.start() self.run() while True: if self._time != None and time.time() - startTime > self._time: print "\nCommand '%s' did not finish in time. Aborting it." % (self._cmd) self._abort() break if self._memory != None and self._fetchMemory(): print "\nCommand '%s' required too much memory (%f). Aborting it." % (self._cmd, self._mem) self._abort() break #self.join(0.1) time.sleep(0.1) #if not self.isAlive(): if self._p.poll() != None: return True return False class DataStructure(object): def __init__(self): self._structure = {} def addData(self, data): if data._nbRefs not in self._structure: self._structure[data._nbRefs] = {} if data._nbQueries not in self._structure[data._nbRefs]: self._structure[data._nbRefs][data._nbQueries] = {} if data._genomeSize not in self._structure[data._nbRefs][data._nbQueries]: self._structure[data._nbRefs][data._nbQueries][data._genomeSize] = {} if data._type not in self._structure[data._nbRefs][data._nbQueries][data._genomeSize]: self._structure[data._nbRefs][data._nbQueries][data._genomeSize][data._type] = [] self._structure[data._nbRefs][data._nbQueries][data._genomeSize][data._type].append(data._group) def export(self): outputString = "#refs\t#queries\tgenome size\ttype\t# written\t# overlaps\tbuild t.\trun t.\tmem\n" for nbRefs in sorted(self._structure.keys()): for nbQueries in sorted(self._structure[nbRefs].keys()): for genomeSize in sorted(self._structure[nbRefs][nbQueries].keys()): for type in TYPES: if type not in self._structure[nbRefs][nbQueries][genomeSize]: outputString += "NA\tNA\tNA\t%s\tNA\tNA\tNA\tNA\tNA\tNA\n" % (type) else: for group in self._structure[nbRefs][nbQueries][genomeSize][type]: outputString += "%d\t%d\t%d\t%s\t%d\t%d\t%f\t%f\t%f\n" % (nbRefs, nbQueries, genomeSize, type, group._nbOutputs, group._nbOverlaps, group._buildTime, group._runTime, group._mem) return outputString class Data(object): def __init__(self, type, buildTime, runTime, mem, nbRefs, nbQueries, nbOutputs, nbOverlaps, genomeSize): self._type = type self._nbRefs = nbRefs self._nbQueries = nbQueries self._genomeSize = genomeSize self._group = Group(nbOutputs, nbOverlaps, buildTime, runTime, mem) def checkConsistency(self, data): return self._group.checkConsistency(data._group) class Group(object): def __init__(self, nbOutputs, nbOverlaps, buildTime, runTime, mem): self._buildTime = buildTime self._runTime = runTime self._mem = mem self._nbOutputs = nbOutputs self._nbOverlaps = nbOverlaps def checkConsistency(self, group): if (self._buildTime == "NA" or group._buildTime == "NA"): return True return (self._nbOutputs == group._nbOutputs and self._nbOverlaps == group._nbOverlaps) class Benchmark(object): def __init__(self, verbosity = 1): self._verbosity = verbosity self._checkEnvironmentVariable() self._toolName = {"bin": os.path.join(os.environ["SMARTPATH"], "ncList", "FindOverlapsWithSeveralIntervalsBin.py"), \ "has": os.path.join(os.environ["SMARTPATH"], "ncList", "FindOverlapsWithSeveralIntervalsHashBin.py"), \ "seg": os.path.join(os.environ["SMARTPATH"], "ncList", "FindOverlapsWithSeveralIntervalsBinSegment.py"), \ "fj": os.path.join(os.environ["SMARTPATH"], "ncList", "FindOverlapsFJoin.py"), \ "nc": os.path.join(os.environ["SMARTPATH"], "ncList", "FindOverlapsWithSeveralIntervals.py"), \ "new": os.path.join(os.environ["SMARTPATH"], "FindOverlapsOptim.py")} self._structure = DataStructure() self._pid = os.getpid() self._count = 0 self._time = None self._memory = None def _checkEnvironmentVariable(self): if "SMARTPATH" not in os.environ: raise Exception("'SMARTPATH' is not set. Please set it to '<installation-direction>/S-mart/Java/Python'.") def _createTmpFileName(self, name, extension): self._count += 1 return "tmp_%d_%d_%s.%s" % (self._pid, self._count, name, extension) def _dumpAndReturn(self, fileName, exception): handle = open(fileName) print "Error in parsing file '%s':" % (fileName) for line in handle: print line.strip() print "Command is: '%s'" % (self._command) raise exception def setNbReferences(self, nbReferences): self._nbReferences = nbReferences def setNbQueries(self, nbQueries): self._nbQueries = nbQueries def setGenomeSizes(self, nbGenomeSizes): self._nbGenomeSizes = nbGenomeSizes def setNbReplicates(self, nbReplicates): self._nbReplicates = nbReplicates def setChromosomeName(self, chromosome): self._chromosomeName = chromosome def setSizes(self, minSize, maxSize): self._minSize = minSize self._maxSize = maxSize def setOutputFileName(self, fileName): self._outputFileName = fileName def setLimits(self, time, memory): self._time = time self._memory = memory def _generateIntervals(self, nbElements, genomeSize): fileName = self._createTmpFileName("intervals", "gff3") iRR = RandomRegionsGenerator(0) iRR.setMinSize(self._minSize) iRR.setMaxSize(self._maxSize) iRR.setGenomeSize(genomeSize) iRR.setChromosomeName(self._chromosomeName) iRR.setStrands(False) iRR.setNumber(nbElements) iRR.setOutputFile(fileName) iRR.run() return fileName def _startTool(self, type, refFileName, queryFileName, nbReferences, nbQueries, genomeSize): outputFileName = self._createTmpFileName("output", "gff3") outFileName = self._createTmpFileName("out", "out") errFileName = self._createTmpFileName("err", "err") outHandle = open(outFileName, "w") errHandle = open(errFileName, "w") self._command = "python %s -i %s -f gff3 -j %s -g gff3 -o %s -v 3" % (self._toolName[type], queryFileName, refFileName, outputFileName) thread = RunCmd(self._command, outHandle, errHandle, self._time, self._memory) over = thread.go() self._mem = thread.getMemory() if os.path.exists(outputFileName): os.remove(outputFileName) outHandle.close() errHandle.close() errData = open(errFileName).readlines() if errData: print "Error output: \n%s\n" % ("\n".join(errData)) if not over: errHandle = open(errFileName, "r") error = errHandle.readlines() errHandle.close() if error: for line in error: print line.strip() print "Previous process failed" os.remove(errFileName) if not over: return False return outFileName def _parseTrace(self, type, fileName, genomeSize): handle = open(fileName) buildTime = 0 try: for line in handle: line = line.strip() if "time spent" in line: buildTime += float(line.split()[-1][:-1]) elif "done" in line: buildTime += float(line.split("(")[1][:-2]) elif "# queries" in line: nbQueries = int(line.split()[-1]) elif "# refs" in line: nbRefs = int(line.split()[-1]) elif "# written" in line: nbOutputs = int(line.split()[2]) nbOverlaps = int(line.split()[3][1:]) elif "time" in line: runTime = float(line.split()[-1][:-1]) except Exception, e: handle.close() self._dumpAndReturn(fileName, e) handle.close() try: return Data(type, buildTime, runTime, self._mem, nbRefs, nbQueries, nbOutputs, nbOverlaps, genomeSize) except Exception, e: handle.close() self._dumpAndReturn(fileName, e) def _cleanTmpFiles(self, really = False): files = glob.glob("tmp_%d_*.pkl" % (self._pid)) + glob.glob("tmp_%d_*.bin" % (self._pid)) if really: files += glob.glob("tmp_%d_*.gff3" % (self._pid)) + glob.glob("tmp_%d_*.out" % (self._pid)) for fileName in files: os.remove(fileName) def run(self): progress = Progress(len(self._nbReferences) * len(self._nbQueries) * len(self._nbGenomeSizes) * self._nbReplicates, "Processing", self._verbosity) for nbReferences in self._nbReferences: for queriesRatio in self._nbQueries: nbQueries = int(nbReferences * queriesRatio) for genomeSizeRatio in self._nbGenomeSizes: genomeSize = int(nbReferences * genomeSizeRatio) for replicate in range(self._nbReplicates): refFileName = self._generateIntervals(nbReferences, genomeSize) queryFileName = self._generateIntervals(nbQueries, genomeSize) data = {} for type in TYPES: fileName = self._startTool(type, refFileName, queryFileName, nbReferences, nbQueries, genomeSize) if not fileName: data[type] = Data(type, "NA", "NA", "NA", nbReferences, nbQueries, "NA", "NA", genomeSize) else: data[type] = self._parseTrace(type, fileName, genomeSize) self._structure.addData(data[type]) os.remove(fileName) self._cleanTmpFiles() self._cleanTmpFiles(True) firstType = TYPES[0] for type in TYPES[1:]: if not data[firstType].checkConsistency(data[type]): raise Exception("Outputs are not consistent.\n # outputs: %d vs %d.\n # overlaps: %d vs %d.\n %s: %f + %f; %s: %f + %f.\n Files are %s and %s." % (data[firstType]._group._nbOutputs, data[type]._group._nbOutputs, data[firstType]._group._nbOverlaps, data[type]._group._nbOverlaps, firstType, data[firstType]._group._buildTime, data[firstType]._group._runTime, data[firstType]._group._mem, type, data[type]._group._buildTime, data[type]._group._runTime, data[type]._group._mem, refFileName, queryFileName)) for fileName in (queryFileName, refFileName): if os.path.exists(fileName): os.remove(fileName) progress.inc() progress.done() handle = open(self._outputFileName, "w") handle.write(self._structure.export()) handle.close() if __name__ == "__main__": description = "Benchmark v1.0.2: Compare NC-List with other tools. Only work under Linux. [Category: Other]" parser = OptionParser(description = description) parser.add_option("-r", "--nbReferences", dest="nbReferences", action="store", default=None, type="string", help="number of references (list of integers separated by commas) [compulsory] [format: string]") parser.add_option("-q", "--nbQueries", dest="nbQueries", action="store", default=None, type="string", help="number of queries as a factor of the number of references (list of floats separated by commas) [compulsory] [format: string]") parser.add_option("-R", "--nbReplicates", dest="nbReplicates", action="store", default=None, type="int", help="number of replicates [compulsory] [format: int]") parser.add_option("-s", "--genomeSizes", dest="genomeSizes", action="store", default=None, type="string", help="genome size as a factor of the number of references (list of floats separated by commas) [compulsory] [format: string]") parser.add_option("-c", "--chromosome", dest="chromosome", action="store", default="chr1", type="string", help="name of the chromosome [default: chr1] [format: string]") parser.add_option("-z", "--minSize", dest="minSize", action="store", default=None, type="int", help="minimum size of the reads [compulsory] [format: int]") parser.add_option("-Z", "--maxSize", dest="maxSize", action="store", default=None, type="int", help="maximum size of the reads [compulsory] [format: int]") parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file [compulsory] [format: output file in TXT format]") parser.add_option("-t", "--time", dest="time", action="store", default=None, type="int", help="maximum time to wait (in seconds) [default: None] [format: int]") parser.add_option("-m", "--memory", dest="memory", action="store", default=None, type="float", help="maximum memory usage (in %) [default: None] [format: float]") parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") (options, args) = parser.parse_args() benchmark = Benchmark(options.verbosity) benchmark.setNbReferences(map(int, options.nbReferences.split(","))) benchmark.setNbQueries(map(float, options.nbQueries.split(","))) benchmark.setGenomeSizes(map(float, options.genomeSizes.split(","))) benchmark.setNbReplicates(options.nbReplicates) benchmark.setChromosomeName(options.chromosome) benchmark.setSizes(options.minSize, options.maxSize) benchmark.setLimits(options.time, options.memory) benchmark.setOutputFileName(options.outputFileName) benchmark.run()