Exemple #1
0
def main(args=None):
    argParser = initOptions()

    options = argParser.parse_args(args=args)

    if not options.net:
        argParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes
            and not options.flows) or (options.trips and options.routes):
        argParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = sumolib.checkBinary("duarouter", options.path)
    sumoBinary = sumolib.checkBinary("sumo", options.path)
    if options.addweights and options.weightmemory:
        argParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n"
            % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n"
            % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo',
                                      options.remaining_args)
    dua_args = assign_remaining_args(duaBinary, 'duarouter',
                                     options.remaining_args)

    sys.stdout = sumolib.TeeFile(sys.stdout, open("stdout.log", "w+"))
    log = open("dua.log", "w+")
    if options.zip:
        if options.clean_alt:
            sys.exit(
                "Error: Please use either --zip or --clean-alt but not both.")
        try:
            subprocess.call("7z", stdout=open(os.devnull, 'wb'))
        except:
            sys.exit(
                "Error: Could not locate 7z, please make sure its on the search path."
            )
        zipProcesses = {}
        zipLog = open("7zip.log", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print('use externalgawron')
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime',
                                pessimism=options.pessimism,
                                network_file=options.net)
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"
    if options.costmodifier != 'None':
        pyPath = os.path.abspath(os.path.dirname(sys.argv[0]))
        sys.path.append(
            os.path.join(pyPath, "..", "..", "..", "..", "..", "tools",
                         "kkwSim"))
        from kkwCostModifier import costModifier
        print('Use the cost modifier for KKW simulation')

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step, "dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    avgTT = sumolib.miscutils.Statistics()
    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print("> Executing step %s" % step)

        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [
                get_basename(f) + "_%03i.rou%s" % (step, routesSuffix)
                for f in input_demands
            ]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [
                get_basename(f) + "_%03i.rou.alt%s" % (step - 1, routesSuffix)
                for f in input_demands
            ]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands,
                                            simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(duaBinary, step, options, dua_args,
                                         router_input, output,
                                         options.routefile, initial_type)
                log.flush()
                sys.stdout.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and not router_input in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime - btime))
                print("<<")
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == options.firstStep + 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs(
                                "dump_000_%s.xml" % (options.aggregation),
                                basename + "_001.rou.alt.xml",
                                options.addweights, ecomeasure)
                        else:
                            shutil.copy(basename + "_001.rou.alt.xml",
                                        basename + "_001.rou.galt.xml")
                            shutil.copy(basename + "_001.rou.xml",
                                        basename + "_001.grou.xml")
                    if step == options.firstStep and not options.skipFirstRouting:
                        shutil.copy(basename + "_000.rou.alt.xml",
                                    basename + "_000.rou.galt.xml")
                        shutil.copy(basename + "_000.rou.xml",
                                    basename + "_000.grou.xml")
                    else:
                        print('step:', step)
                        print('get externalgawron')
                        dumpfile = "dump_%03i_%s.xml" % (step - 1,
                                                         options.aggregation)
                        if (not options.skipFirstRouting) or (
                                options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(
                                edgesMap, dumpfile,
                                basename + "_%03i.rou.alt.xml" % step,
                                options.net, options.addweights, options.gA,
                                options.gBeta, step, ecomeasure)

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(simulation_demands))  # todo: change 'grou.xml'
        log.flush()
        sys.stdout.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime - btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(get_dumpfilename(options, step, "dump"),
                                  step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%s mean:%s" %
                  (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%s mean:%s" %
                  (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.costmodifier != 'None':
            currentDir = os.getcwd()
            costModifier(get_weightfilename(options, step, "dump"), step,
                         "dump", options.aggregation, currentDir,
                         options.costmodifier, 'dua-iterate')

        if options.zip and step - options.firstStep > 1:
            # this is a little hackish since we zip and remove all files by glob, which may have undesired side effects
            # also note that the 7z file does not have an "_" before the
            # iteration number in order to be not picked up by the remove
            for s in zipProcesses.keys():
                if zipProcesses[s].poll() is not None:
                    for f in glob.glob("*_%03i*" % s):
                        try:
                            os.remove(f)
                        except:
                            print("Could not remove %s" % f, file=zipLog)
                    del zipProcesses[s]
            zipStep = step - 2
            zipProcesses[zipStep] = subprocess.Popen(
                ["7z", "a", "iteration%03i.7z" % zipStep] +
                glob.glob("*_%03i*" % zipStep),
                stdout=zipLog,
                stderr=zipLog)

        converged = False
        if options.convDev:
            sum = 0.
            count = 0
            for t in sumolib.output.parse_fast("tripinfo_%03i.xml" % step,
                                               'tripinfo', ['duration']):
                sum += float(t.duration)
                count += 1
            avgTT.add(sum / count)
            relStdDev = avgTT.relStdDev(options.convIt)
            print(
                "< relative travel time deviation in the last %s steps: %.05f"
                % (min(avgTT.count(), options.convIt), relStdDev))
            if avgTT.count() >= options.convIt and relStdDev < options.convDev:
                converged = True

        print("< Step %s ended (duration: %s)" %
              (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
        sys.stdout.flush()
        if converged:
            break
    if options.zip:
        for s in zipProcesses.keys():
            zipProcesses[s].wait()
            for f in glob.glob("*_%03i*" % s):
                try:
                    os.remove(f)
                except:
                    print("Could not remove %s" % f, file=zipLog)
        zipLog.close()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))

    log.close()
Exemple #2
0
def main(args=None):
    argParser = initOptions()

    options = argParser.parse_args(args=args)

    if not options.net:
        argParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes and not options.flows) or (options.trips and options.routes):
        argParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = sumolib.checkBinary("duarouter", options.path)
    sumoBinary = sumolib.checkBinary("sumo", options.path)
    if options.addweights and options.weightmemory:
        argParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n" % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n" % sumoBinary)

    sumo_args = assign_remaining_args(
        sumoBinary, 'sumo', options.remaining_args)
    dua_args = assign_remaining_args(
        duaBinary, 'duarouter', options.remaining_args)

    sys.stdout = sumolib.TeeFile(sys.stdout, open("stdout.log", "w+"))
    log = open("dua.log", "w+")
    if options.zip:
        if options.clean_alt:
            sys.exit(
                "Error: Please use either --zip or --clean-alt but not both.")
        try:
            subprocess.call("7z", stdout=open(os.devnull, 'wb'))
        except:
            sys.exit(
                "Error: Could not locate 7z, please make sure its on the search path.")
        zipProcesses = {}
        zipLog = open("7zip.log", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print('use externalgawron')
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime', pessimism=options.pessimism, network_file=options.net
                                )
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"
    if options.costmodifier != 'None':
        pyPath = os.path.abspath(os.path.dirname(sys.argv[0]))
        sys.path.append(
            os.path.join(pyPath, "..", "..", "..", "..", "..", "tools", "kkwSim"))
        from kkwCostModifier import costModifier
        print('Use the cost modifier for KKW simulation')

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step, "dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    avgTT = sumolib.miscutils.Statistics()
    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print("> Executing step %s" % step)

        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [
                get_basename(f) + "_%03i.rou%s" % (step, routesSuffix) for f in input_demands]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [get_basename(
                f) + "_%03i.rou.alt%s" % (step - 1, routesSuffix) for f in input_demands]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands, simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(duaBinary, step, options, dua_args, router_input,
                                         output, options.routefile, initial_type)
                log.flush()
                sys.stdout.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and not router_input in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime - btime))
                print("<<")
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == options.firstStep + 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs("dump_000_%s.xml" % (
                                options.aggregation), basename + "_001.rou.alt.xml", options.addweights, ecomeasure)
                        else:
                            shutil.copy(
                                basename + "_001.rou.alt.xml", basename + "_001.rou.galt.xml")
                            shutil.copy(
                                basename + "_001.rou.xml", basename + "_001.grou.xml")
                    if step == options.firstStep and not options.skipFirstRouting:
                        shutil.copy(
                            basename + "_000.rou.alt.xml", basename + "_000.rou.galt.xml")
                        shutil.copy(
                            basename + "_000.rou.xml", basename + "_000.grou.xml")
                    else:
                        print('step:', step)
                        print('get externalgawron')
                        dumpfile = "dump_%03i_%s.xml" % (
                            step - 1, options.aggregation)
                        if (not options.skipFirstRouting) or (options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(
                                edgesMap, dumpfile, basename + "_%03i.rou.alt.xml" % step, options.net, options.addweights, options.gA, options.gBeta, step, ecomeasure)

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(simulation_demands))  # todo: change 'grou.xml'
        log.flush()
        sys.stdout.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime - btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(
                get_dumpfilename(options, step, "dump"), step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%s mean:%s" %
                  (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%s mean:%s" %
                  (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.costmodifier != 'None':
            currentDir = os.getcwd()
            costModifier(get_weightfilename(options, step, "dump"), step, "dump",
                         options.aggregation, currentDir, options.costmodifier, 'dua-iterate')

        if options.zip and step - options.firstStep > 1:
            # this is a little hackish since we zip and remove all files by glob, which may have undesired side effects
            # also note that the 7z file does not have an "_" before the
            # iteration number in order to be not picked up by the remove
            for s in zipProcesses.keys():
                if zipProcesses[s].poll() is not None:
                    for f in glob.glob("*_%03i*" % s):
                        try:
                            os.remove(f)
                        except:
                            print("Could not remove %s" % f, file=zipLog)
                    del zipProcesses[s]
            zipStep = step - 2
            zipProcesses[zipStep] = subprocess.Popen(
                ["7z", "a", "iteration%03i.7z" % zipStep] + glob.glob("*_%03i*" % zipStep), stdout=zipLog, stderr=zipLog)

        converged = False
        if options.convDev:
            sum = 0.
            count = 0
            for t in sumolib.output.parse_fast("tripinfo_%03i.xml" % step, 'tripinfo', ['duration']):
                sum += float(t.duration)
                count += 1
            avgTT.add(sum / count)
            relStdDev = avgTT.relStdDev(options.convIt)
            print("< relative travel time deviation in the last %s steps: %.05f" % (
                min(avgTT.count(), options.convIt), relStdDev))
            if avgTT.count() >= options.convIt and relStdDev < options.convDev:
                converged = True

        print("< Step %s ended (duration: %s)" %
              (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
        sys.stdout.flush()
        if converged:
            break
    if options.zip:
        for s in zipProcesses.keys():
            zipProcesses[s].wait()
            for f in glob.glob("*_%03i*" % s):
                try:
                    os.remove(f)
                except:
                    print("Could not remove %s" % f, file=zipLog)
        zipLog.close()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))

    log.close()
Exemple #3
0
def main(args=None):
    optParser = initOptions()

    options, remaining_args = optParser.parse_args(args=args)
    if not options.net:
        optParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes
            and not options.flows) or (options.trips and options.routes):
        optParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = os.environ.get("DUAROUTER_BINARY",
                               os.path.join(options.path, "duarouter"))
    if options.mesosim:
        sumoBinary = os.environ.get("SUMO_BINARY",
                                    os.path.join(options.path, "meso"))
    else:
        sumoBinary = os.environ.get("SUMO_BINARY",
                                    os.path.join(options.path, "sumo"))
    if options.addweights and options.weightmemory:
        optParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n"
            % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n"
            % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo', remaining_args)

    log = open("dua-log.txt", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print('use externalgawron')
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime',
                                pessimism=options.pessimism,
                                network_file=options.net)
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"
    if options.costmodifier != 'None':
        pyPath = os.path.abspath(os.path.dirname(sys.argv[0]))
        sys.path.append(
            os.path.join(pyPath, "..", "..", "..", "..", "..", "tools",
                         "kkwSim"))
        from kkwCostModifier import costModifier
        print('Use the cost modifier for KKW simulation')

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step, "dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print("> Executing step %s" % step)

        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [
                get_basename(f) + "_%03i.rou%s" % (step, routesSuffix)
                for f in input_demands
            ]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [
                get_basename(f) + "_%03i.rou.alt%s" % (step - 1, routesSuffix)
                for f in input_demands
            ]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands,
                                            simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(step, options, router_input, output,
                                         options.routefile, initial_type)
                log.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and not router_input in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime - btime))
                print("<<")
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == options.firstStep + 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs(
                                "dump_000_%s.xml" % (options.aggregation),
                                basename + "_001.rou.alt.xml",
                                options.addweights, ecomeasure)
                        else:
                            shutil.copy(basename + "_001.rou.alt.xml",
                                        basename + "_001.rou.galt.xml")
                            shutil.copy(basename + "_001.rou.xml",
                                        basename + "_001.grou.xml")
                    if step == options.firstStep and not options.skipFirstRouting:
                        shutil.copy(basename + "_000.rou.alt.xml",
                                    basename + "_000.rou.galt.xml")
                        shutil.copy(basename + "_000.rou.xml",
                                    basename + "_000.grou.xml")
                    else:
                        print('step:', step)
                        print('get externalgawron')
                        dumpfile = "dump_%03i_%s.xml" % (step - 1,
                                                         options.aggregation)
                        if (not options.skipFirstRouting) or (
                                options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(
                                edgesMap, dumpfile,
                                basename + "_%03i.rou.alt.xml" % step,
                                options.net, options.addweights, options.gA,
                                options.gBeta, step, ecomeasure)

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(simulation_demands))  #  todo: change 'grou.xml'
        log.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime - btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(get_dumpfilename(options, step, "dump"),
                                  step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%s mean:%s" %
                  (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%s mean:%s" %
                  (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.costmodifier != 'None':
            currentDir = os.getcwd()
            costModifier(get_weightfilename(options, step, "dump"), step,
                         "dump", options.aggregation, currentDir,
                         options.costmodifier, 'dua-iterate')

        print("< Step %s ended (duration: %s)" %
              (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))

    log.close()
Exemple #4
0
def main(args=None):
    optParser = initOptions()
    
    options, remaining_args = optParser.parse_args(args=args)
    if not options.net:
        optParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes and not options.flows) or (options.trips and options.routes):
        optParser.error("Either --trips, --flows, or --routes have to be given!")
    duaBinary = os.environ.get("DUAROUTER_BINARY", os.path.join(options.path, "duarouter"))
    if options.mesosim:
        sumoBinary = os.environ.get("SUMO_BINARY", os.path.join(options.path, "meso"))
    else:
        sumoBinary = os.environ.get("SUMO_BINARY", os.path.join(options.path, "sumo"))
    if options.addweights and options.weightmemory:
        optParser.error("Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit("Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n" % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit("Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n" % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo', remaining_args)
    
    log = open("dua-log.txt", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print 'use externalgawron'
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime')
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"
        
    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print "> Executing step %s" % step
        
        # dua-router
        if options.skipFirstRouting and step == 0:
            files = input_demands
        else:
            files = []
            for demand_file in input_demands:
                absPath = os.path.abspath(demand_file)
                basename = os.path.basename(demand_file)
                if 'alt' in basename:
                    basename = basename[:-12]
                elif 'trips' in basename:
                    basename = basename[:-10]
                else:
                    basename = basename[:basename.find(".")]
                output =  basename + "_%03i.rou%s" % (step, routesSuffix)

                if step > 0 and not (options.skipFirstRouting and step == 1):
                    # output of previous step
                    demand_file = basename + "_%03i.rou.alt%s" % (step-1, routesSuffix)
        
                print ">> Running router"
                btime = datetime.now()
                print ">>> Begin time: %s" % btime
                cfgname = writeRouteConf(step, options, demand_file, output, options.routefile, initial_type)
                log.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and step != 0:
                    os.remove(demand_file)
                etime = datetime.now()
                print ">>> End time: %s" % etime
                print ">>> Duration: %s" % (etime-btime)
                print "<<"
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs("dump_000_%s.xml" % (options.aggregation), basename + "_001.rou.alt.xml",options.addweights,ecomeasure)
                        else:
                            shutil.copy(basename + "_001.rou.alt.xml", basename + "_001.rou.galt.xml")
                            shutil.copy(basename + "_001.rou.xml", basename + "_001.grou.xml")
                    if step == 0 and not options.skipFirstRouting:
                        shutil.copy(basename + "_000.rou.alt.xml", basename + "_000.rou.galt.xml")
                        shutil.copy(basename + "_000.rou.xml", basename + "_000.grou.xml")
                    else:
                        print 'step:', step
                        print 'get externalgawron'
                        dumpfile = "dump_%03i_%s.xml" % (step-1, options.aggregation)
                        if (not options.skipFirstRouting) or (options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(edgesMap,dumpfile,basename + "_%03i.rou.alt.xml" % step,options.net,options.addweights, options.gA, options.gBeta,step,ecomeasure)
                files.append(output)

        # simulation
        print ">> Running simulation"
        btime = datetime.now()
        print ">>> Begin time: %s" % btime
        writeSUMOConf(sumoBinary, step, options, sumo_args, ",".join(files))   #  todo: change 'grou.xml'
        log.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print ">>> End time: %s" % etime
        print ">>> Duration: %s" % (etime-btime)
        print "<<"

        if options.weightmemory:
            print ">> Smoothing edge weights"
            costmemory.load_costs(
                    get_dumpfilename(options, step,"dump"), step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print ">>> Updated %s edges" % costmemory.loaded()
            print ">>> Decayed %s unseen edges" % costmemory.decayed()
            print ">>> Error avg:%s mean:%s" % (costmemory.avg_error(), costmemory.mean_error())
            print ">>> Absolute Error avg:%s mean:%s" % (costmemory.avg_abs_error(), costmemory.mean_abs_error())
    
        print "< Step %s ended (duration: %s)" % (step, datetime.now() - btimeA)
        print "------------------\n"

        log.flush()
    print "dua-iterate ended (duration: %s)" % (datetime.now() - starttime)
    
    log.close()
Exemple #5
0
def main(args=None):
    optParser = initOptions()
    
    options, remaining_args = optParser.parse_args(args=args)
    if not options.net:
        optParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes and not options.flows) or (options.trips and options.routes):
        optParser.error("Either --trips, --flows, or --routes have to be given!")
    duaBinary = os.environ.get("DUAROUTER_BINARY", os.path.join(options.path, "duarouter"))
    if options.mesosim:
        sumoBinary = os.environ.get("SUMO_BINARY", os.path.join(options.path, "meso"))
    else:
        sumoBinary = os.environ.get("SUMO_BINARY", os.path.join(options.path, "sumo"))
    if options.addweights and options.weightmemory:
        optParser.error("Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit("Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n" % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit("Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n" % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo', remaining_args)
    
    log = open("dua-log.txt", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print('use externalgawron')
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime'
                ,pessimism=options.pessimism
                ,network_file=options.net
                )
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"
    if options.costmodifier != 'None':
        pyPath = os.path.abspath(os.path.dirname(sys.argv[0]))
        sys.path.append(os.path.join(pyPath, "..", "..", "..", "..","..", "tools", "kkwSim"))
        from kkwCostModifier import costModifier
        print('Use the cost modifier for KKW simulation')

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step,"dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print("> Executing step %s" % step)
        
        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [get_basename(f) + "_%03i.rou%s" % (step, routesSuffix) for f in input_demands]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [get_basename(f) + "_%03i.rou.alt%s" % (step-1, routesSuffix) for f in input_demands]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands, simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(step, options, router_input, output, options.routefile, initial_type)
                log.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and not router_input in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime-btime))
                print("<<")
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == options.firstStep + 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs("dump_000_%s.xml" % (options.aggregation), basename + "_001.rou.alt.xml",options.addweights,ecomeasure)
                        else:
                            shutil.copy(basename + "_001.rou.alt.xml", basename + "_001.rou.galt.xml")
                            shutil.copy(basename + "_001.rou.xml", basename + "_001.grou.xml")
                    if step == options.firstStep and not options.skipFirstRouting:
                        shutil.copy(basename + "_000.rou.alt.xml", basename + "_000.rou.galt.xml")
                        shutil.copy(basename + "_000.rou.xml", basename + "_000.grou.xml")
                    else:
                        print('step:', step)
                        print('get externalgawron')
                        dumpfile = "dump_%03i_%s.xml" % (step-1, options.aggregation)
                        if (not options.skipFirstRouting) or (options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(edgesMap,dumpfile,basename + "_%03i.rou.alt.xml" % step,options.net,options.addweights, options.gA, options.gBeta,step,ecomeasure)

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                ",".join(simulation_demands))   #  todo: change 'grou.xml'
        log.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime-btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(
                    get_dumpfilename(options, step,"dump"), step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%s mean:%s" % (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%s mean:%s" % (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.costmodifier != 'None':
            currentDir = os.getcwd()
            costModifier(get_weightfilename(options, step, "dump"), step, "dump", options.aggregation, currentDir, options.costmodifier, 'dua-iterate')

    
        print("< Step %s ended (duration: %s)" % (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))
    
    log.close()
Exemple #6
0
def main(args=None):
    optParser = initOptions()

    options, remaining_args = optParser.parse_args(args=args)
    if not options.net:
        optParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes
            and not options.flows) or (options.trips and options.routes):
        optParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = os.environ.get("DUAROUTER_BINARY",
                               os.path.join(options.path, "duarouter"))
    if options.mesosim:
        sumoBinary = os.environ.get("SUMO_BINARY",
                                    os.path.join(options.path, "meso"))
    else:
        sumoBinary = os.environ.get("SUMO_BINARY",
                                    os.path.join(options.path, "sumo"))
    if options.addweights and options.weightmemory:
        optParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment variable DUAROUTER_BINARY\n"
            % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit(
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment variable SUMO_BINARY\n"
            % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo', remaining_args)

    log = open("dua-log.txt", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
        initial_type = "trip"
    elif options.flows:
        input_demands = options.flows.split(",")
        initial_type = "flow"
    else:
        input_demands = options.routes.split(",")
        initial_type = "route"
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print 'use externalgawron'
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime')
    routesSuffix = ".xml"
    if options.binary:
        routesSuffix = ".sbx"

    for step in range(options.firstStep, options.lastStep):
        btimeA = datetime.now()
        print "> Executing step %s" % step

        # dua-router
        if options.skipFirstRouting and step == 0:
            files = input_demands
        else:
            files = []
            for demand_file in input_demands:
                absPath = os.path.abspath(demand_file)
                basename = os.path.basename(demand_file)
                if 'alt' in basename:
                    basename = basename[:-12]
                elif 'trips' in basename:
                    basename = basename[:-10]
                else:
                    basename = basename[:basename.find(".")]
                output = basename + "_%03i.rou%s" % (step, routesSuffix)

                if step > 0 and not (options.skipFirstRouting and step == 1):
                    # output of previous step
                    demand_file = basename + "_%03i.rou.alt%s" % (step - 1,
                                                                  routesSuffix)

                print ">> Running router"
                btime = datetime.now()
                print ">>> Begin time: %s" % btime
                cfgname = writeRouteConf(step, options, demand_file, output,
                                         options.routefile, initial_type)
                log.flush()
                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and step != 0:
                    os.remove(demand_file)
                etime = datetime.now()
                print ">>> End time: %s" % etime
                print ">>> Duration: %s" % (etime - btime)
                print "<<"
                # use the external gawron
                if options.externalgawron:
                    ecomeasure = None
                    if options.ecomeasure:
                        ecomeasure = options.ecomeasure
                    if step == 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs(
                                "dump_000_%s.xml" % (options.aggregation),
                                basename + "_001.rou.alt.xml",
                                options.addweights, ecomeasure)
                        else:
                            shutil.copy(basename + "_001.rou.alt.xml",
                                        basename + "_001.rou.galt.xml")
                            shutil.copy(basename + "_001.rou.xml",
                                        basename + "_001.grou.xml")
                    if step == 0 and not options.skipFirstRouting:
                        shutil.copy(basename + "_000.rou.alt.xml",
                                    basename + "_000.rou.galt.xml")
                        shutil.copy(basename + "_000.rou.xml",
                                    basename + "_000.grou.xml")
                    else:
                        print 'step:', step
                        print 'get externalgawron'
                        dumpfile = "dump_%03i_%s.xml" % (step - 1,
                                                         options.aggregation)
                        if (not options.skipFirstRouting) or (
                                options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(
                                edgesMap, dumpfile,
                                basename + "_%03i.rou.alt.xml" % step,
                                options.net, options.addweights, options.gA,
                                options.gBeta, step, ecomeasure)
                files.append(output)

        # simulation
        print ">> Running simulation"
        btime = datetime.now()
        print ">>> Begin time: %s" % btime
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(files))  #  todo: change 'grou.xml'
        log.flush()
        call([sumoBinary, "-c", "iteration_%03i.sumocfg" % step], log)
        if options.tripinfoFilter:
            filterTripinfo(step, set(options.tripinfoFilter.split(",")))
        etime = datetime.now()
        print ">>> End time: %s" % etime
        print ">>> Duration: %s" % (etime - btime)
        print "<<"

        if options.weightmemory:
            print ">> Smoothing edge weights"
            costmemory.load_costs(get_dumpfilename(options, step, "dump"),
                                  step, get_scale(options, step))
            costmemory.write_costs(get_weightfilename(options, step, "dump"))
            print ">>> Updated %s edges" % costmemory.loaded()
            print ">>> Decayed %s unseen edges" % costmemory.decayed()
            print ">>> Error avg:%s mean:%s" % (costmemory.avg_error(),
                                                costmemory.mean_error())
            print ">>> Absolute Error avg:%s mean:%s" % (
                costmemory.avg_abs_error(), costmemory.mean_abs_error())

        print "< Step %s ended (duration: %s)" % (step,
                                                  datetime.now() - btimeA)
        print "------------------\n"

        log.flush()
    print "dua-iterate ended (duration: %s)" % (datetime.now() - starttime)

    log.close()
Exemple #7
0
def main(args=None):
    argParser = initOptions()

    options = argParser.parse_args(args=args)

    if not options.net:
        argParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes
            and not options.flows) or (options.trips and options.routes):
        argParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = sumolib.checkBinary("duarouter", options.path)
    sumoBinary = sumolib.checkBinary("sumo", options.path)
    if options.addweights and options.weightmemory:
        argParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")
    if options.marginal_cost and not options.logit:
        print("Warning! --marginal-cost works best with --logit.",
              file=sys.stderr)

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit((
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment "
            + "variable DUAROUTER_BINARY\n") % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit((
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment "
            + "variable SUMO_BINARY\n") % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo',
                                      options.remaining_args)
    dua_args = assign_remaining_args(duaBinary, 'duarouter',
                                     options.remaining_args)
    index = -1
    for i in range(len(dua_args)):
        if dua_args[i] == '--additional-files':
            index = i
    if index > -1:
        dua_args[index + 1] = ','.join([
            prepend_relative("..", f) for f in dua_args[index + 1].split(',')
        ])
    sys.stdout = sumolib.TeeFile(sys.stdout, open(options.log, "w+"))
    log = open(options.dualog, "w+")
    if options.zip:
        if options.clean_alt:
            sys.exit(
                "Error: Please use either --zip or --clean-alt but not both.")
        try:
            subprocess.call("7z", stdout=open(os.devnull, 'wb'))
        except Exception:
            sys.exit(
                "Error: Could not locate 7z, please make sure its on the search path."
            )
        zipProcesses = {}
        zipLog = open("7zip.log", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
    elif options.flows:
        input_demands = options.flows.split(",")
    else:
        input_demands = options.routes.split(",")
    if options.weightmemory:
        costmemory = CostMemory('traveltime',
                                pessimism=options.pessimism,
                                network_file=options.net)
    routesSuffix = ".xml"
    if options.gzip:
        routesSuffix = ".gz"

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step, "dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    avgTT = sumolib.miscutils.Statistics()
    for step in range(options.firstStep, options.lastStep):
        current_directory = os.getcwd()
        final_directory = os.path.join(current_directory, str(step))
        if not os.path.exists(final_directory):
            os.makedirs(final_directory)
        btimeA = datetime.now()
        print("> Executing step %s" % step)

        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [
                get_basename(f) + "_%03i.rou%s" % (step, routesSuffix)
                for f in input_demands
            ]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [
                str(step - 1) + os.sep + get_basename(f) + "_%03i.rou.alt%s" %
                (step - 1, routesSuffix) for f in input_demands
            ]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands,
                                            simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(duaBinary, step, options, dua_args,
                                         router_input, output,
                                         options.routefile)
                log.flush()
                sys.stdout.flush()
                if options.marginal_cost:
                    calcMarginalCost(step, options)

                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and router_input not in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime - btime))
                print("<<")

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(simulation_demands))  # todo: change 'grou.xml'
        log.flush()
        sys.stdout.flush()
        call([
            sumoBinary, "-c",
            "%s%siteration_%03i.sumocfg" % (step, os.sep, step)
        ], log)
        if options.tripinfoFilter:
            filterTripinfo(step, options.tripinfoFilter.split(","))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime - btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(
                str(step) + os.sep + get_dumpfilename(options, step, "dump"),
                step, get_scale(options, step))
            costmemory.write_costs(
                str(step) + os.sep + get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%.12g mean:%.12g" %
                  (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%.12g mean:%.12g" %
                  (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.zip and step - options.firstStep > 1:
            # this is a little hackish since we zip and remove all files by glob, which may have undesired side effects
            # also note that the 7z file does not have an "_" before the
            # iteration number in order to be not picked up by the remove
            for s in list(zipProcesses.keys()):
                if zipProcesses[s].poll() is not None:
                    for f in glob.glob("*_%03i*" % s):
                        try:
                            os.remove(f)
                        except Exception:
                            print("Could not remove %s" % f, file=zipLog)
                    del zipProcesses[s]
            zipStep = step - 2
            zipProcesses[zipStep] = subprocess.Popen(
                ["7z", "a", "iteration%03i.7z" % zipStep] +
                glob.glob("*_%03i*" % zipStep),
                stdout=zipLog,
                stderr=zipLog)

        converged = False
        if options.convDev:
            sum = 0.
            count = 0
            for t in sumolib.output.parse_fast(
                    str(step) + os.sep + "tripinfo_%03i.xml" % step,
                    'tripinfo', ['duration']):
                sum += float(t.duration)
                count += 1
            avgTT.add(sum / count)
            relStdDev = avgTT.relStdDev(options.convIt)
            print(
                "< relative travel time deviation in the last %s steps: %.05f"
                % (min(avgTT.count(), options.convIt), relStdDev))
            if avgTT.count() >= options.convIt and relStdDev < options.convDev:
                converged = True

        print("< Step %s ended (duration: %s)" %
              (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
        sys.stdout.flush()
        if converged:
            break
    if options.zip:
        for s in zipProcesses.keys():
            zipProcesses[s].wait()
            for f in glob.glob("*_%03i*" % s):
                try:
                    os.remove(f)
                except Exception:
                    print("Could not remove %s" % f, file=zipLog)
        zipLog.close()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))

    log.close()
Exemple #8
0
def main(args=None):
    argParser = initOptions()

    options = argParser.parse_args(args=args)

    if not options.net:
        argParser.error("Option --net-file is mandatory")
    if (not options.trips and not options.routes
            and not options.flows) or (options.trips and options.routes):
        argParser.error(
            "Either --trips, --flows, or --routes have to be given!")
    duaBinary = sumolib.checkBinary("duarouter", options.path)
    sumoBinary = sumolib.checkBinary("sumo", options.path)
    if options.addweights and options.weightmemory:
        argParser.error(
            "Options --addweights and --weight-memory are mutually exclusive.")

    # make sure BOTH binaries are callable before we start
    try:
        subprocess.call(duaBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit((
            "Error: Could not locate duarouter (%s).\nMake sure its on the search path or set environment "
            + "variable DUAROUTER_BINARY\n") % duaBinary)
    try:
        subprocess.call(sumoBinary, stdout=subprocess.PIPE)
    except OSError:
        sys.exit((
            "Error: Could not locate sumo (%s).\nMake sure its on the search path or set environment "
            + "variable SUMO_BINARY\n") % sumoBinary)

    sumo_args = assign_remaining_args(sumoBinary, 'sumo',
                                      options.remaining_args)
    dua_args = assign_remaining_args(duaBinary, 'duarouter',
                                     options.remaining_args)
    index = -1
    for i in range(len(dua_args)):
        if dua_args[i] == '--additional-files':
            index = i
    if index > -1:
        dua_args[index + 1] = ','.join([
            prepend_relative("..", f) for f in dua_args[index + 1].split(',')
        ])
    sys.stdout = sumolib.TeeFile(sys.stdout, open(options.log, "w+"))
    log = open(options.dualog, "w+")
    if options.zip:
        if options.clean_alt:
            sys.exit(
                "Error: Please use either --zip or --clean-alt but not both.")
        try:
            subprocess.call("7z", stdout=open(os.devnull, 'wb'))
        except Exception:
            sys.exit(
                "Error: Could not locate 7z, please make sure its on the search path."
            )
        zipProcesses = {}
        zipLog = open("7zip.log", "w+")
    starttime = datetime.now()
    if options.trips:
        input_demands = options.trips.split(",")
    elif options.flows:
        input_demands = options.flows.split(",")
    else:
        input_demands = options.routes.split(",")
    if options.externalgawron:
        # avoid dependency on numpy for normal duaIterate
        from routeChoices import getRouteChoices, calFirstRouteProbs
        print('use externalgawron')
        edgesMap = {}
    if options.weightmemory:
        costmemory = CostMemory('traveltime',
                                pessimism=options.pessimism,
                                network_file=options.net)
    routesSuffix = ".xml"
    if options.gzip:
        routesSuffix = ".gz"

    if options.weightmemory and options.firstStep != 0:
        # load previous dump files when continuing a run
        print(">> Reassembling cost-memory from previous iteration steps")
        for step in range(0, options.firstStep):
            dumpfile = get_dumpfilename(options, step, "dump")
            print(">>> Loading %s" % dumpfile)
            costmemory.load_costs(dumpfile, step, get_scale(options, step))

    avgTT = sumolib.miscutils.Statistics()
    for step in range(options.firstStep, options.lastStep):
        current_directory = os.getcwd()
        final_directory = os.path.join(current_directory, str(step))
        if not os.path.exists(final_directory):
            os.makedirs(final_directory)
        btimeA = datetime.now()
        print("> Executing step %s" % step)

        router_demands = input_demands
        simulation_demands = input_demands
        # demand files have regular names based on the basename and the step
        if not (options.skipFirstRouting and step == 0):
            simulation_demands = [
                get_basename(f) + "_%03i.rou%s" % (step, routesSuffix)
                for f in input_demands
            ]
        if not ((options.skipFirstRouting and step == 1) or step == 0):
            router_demands = [
                str(step - 1) + os.sep + get_basename(f) + "_%03i.rou.alt%s" %
                (step - 1, routesSuffix) for f in input_demands
            ]

        if not (options.skipFirstRouting and step == options.firstStep):
            # call duarouter
            for router_input, output in zip(router_demands,
                                            simulation_demands):
                print(">> Running router on %s" % router_input)
                btime = datetime.now()
                print(">>> Begin time: %s" % btime)
                cfgname = writeRouteConf(duaBinary, step, options, dua_args,
                                         router_input, output,
                                         options.routefile)
                log.flush()
                sys.stdout.flush()
                if options.SO:
                    if options.logit:
                        if step > 1:
                            with open(
                                    os.path.join(
                                        str(step - 1),
                                        get_weightfilename(
                                            options, step - 1, "dump")),
                                    'r') as sumo_cur:
                                tree_sumo_cur = ET.parse(sumo_cur)
                                root_sumo_cur = tree_sumo_cur.getroot()
                            with open(
                                    os.path.join(
                                        str(step - 2),
                                        get_weightfilename(
                                            options, step - 2, "dump")),
                                    'r') as sumo_prv:
                                tree_sumo_prv = ET.parse(sumo_prv)
                                root_sumo_prv = tree_sumo_prv.getroot()
                            for interval_cur in root_sumo_cur:
                                begin_cur = interval_cur.attrib.get("begin")
                                for interval_prv in root_sumo_prv:
                                    begin_prv = interval_prv.attrib.get(
                                        "begin")
                                    for edge_cur in interval_cur.iter('edge'):
                                        for edge_prv in interval_prv.iter(
                                                'edge'):
                                            if begin_cur == begin_prv and edge_cur.get(
                                                    "id") == edge_prv.get(
                                                        "id"):
                                                if edge_cur.get(
                                                        "traveltime"
                                                ) is not None and edge_prv.get(
                                                        "traveltime"
                                                ) is not None:
                                                    veh_cur = round(
                                                        float(
                                                            edge_cur.get(
                                                                "left") +
                                                            edge_cur.get(
                                                                "arrived")), 2)
                                                    veh_prv = round(
                                                        float(
                                                            edge_prv.get(
                                                                "left") +
                                                            edge_prv.get(
                                                                "arrived")), 2)
                                                    tt_cur = round(
                                                        float(
                                                            edge_cur.get(
                                                                "traveltime")),
                                                        2)
                                                    tt_prv = round(
                                                        float(
                                                            edge_prv.get(
                                                                "traveltime")),
                                                        2)
                                                    dif_tt = abs(tt_cur -
                                                                 tt_prv)
                                                    dif_veh = abs(veh_cur -
                                                                  veh_prv)
                                                    if dif_veh != 0:
                                                        margin = round(
                                                            (dif_tt / dif_veh),
                                                            3)
                                                        new_tt = round(
                                                            (margin + tt_cur),
                                                            3)
                                                        edge_cur.set(
                                                            "traveltime",
                                                            str(new_tt))
                            tree_sumo_cur.write(
                                os.path.join(
                                    str(step - 1),
                                    get_weightfilename(options, step - 1,
                                                       "dump")))
                    else:
                        argParser.error(
                            "SO assignment only works with logit route choice algorithm "
                            "---> activate logit route choice algorithm")

                call([duaBinary, "-c", cfgname], log)
                if options.clean_alt and router_input not in input_demands:
                    os.remove(router_input)
                etime = datetime.now()
                print(">>> End time: %s" % etime)
                print(">>> Duration: %s" % (etime - btime))
                print("<<")
                # use the external gawron
                if options.externalgawron:
                    basename = get_basename(router_input)
                    if ((step > 0 and not options.skipFirstRouting)
                            or step > 1):
                        basename = basename[:-4]
                    print('basename', basename)
                    ecomeasure = None
                    if options.eco_measure:
                        ecomeasure = options.eco_measure
                    if step == options.firstStep + 1 and options.skipFirstRouting:
                        if options.caloldprob:
                            calFirstRouteProbs(
                                "dump_000_%s.xml" % (options.aggregation),
                                basename + "_001.rou.alt.xml",
                                options.addweights, ecomeasure)
                        else:
                            shutil.copy(
                                str(1) + os.sep + basename +
                                "_001.rou.alt.xml",
                                ".." + os.sep + basename + "_001.rou.galt.xml")
                            shutil.copy(
                                str(step) + os.sep + basename + "_001.rou.xml",
                                str(step) + os.sep + basename +
                                "_001.grou.xml")
                    if step == options.firstStep and not options.skipFirstRouting:
                        shutil.copy(
                            str(step) + os.sep + basename + "_000.rou.alt.xml",
                            ".." + os.sep + basename + "_000.rou.galt.xml")
                        shutil.copy(
                            str(step) + os.sep + basename + "_000.rou.xml",
                            ".." + os.sep + basename + "_000.grou.xml")
                    else:
                        print('step:', step)
                        print('get externalgawron')
                        dumpfile = str(step -
                                       1) + os.sep + "dump_%03i_%s.xml" % (
                                           step - 1, options.aggregation)
                        shutil.copy(
                            str(step - 1) + os.sep + basename +
                            "_00%s.rou.alt.xml" % (step - 1),
                            basename + "_00%s.rou.galt.xml" % (step - 1))
                        if (not options.skipFirstRouting) or (
                                options.skipFirstRouting and step > 1):
                            output, edgesMap = getRouteChoices(
                                edgesMap, dumpfile,
                                str(step) + os.sep + basename +
                                "_%03i.rou.alt.xml" % step, options.net,
                                options.addweights, options.gA, options.gBeta,
                                step, ecomeasure)

        # simulation
        print(">> Running simulation")
        btime = datetime.now()
        print(">>> Begin time: %s" % btime)
        writeSUMOConf(sumoBinary, step, options, sumo_args,
                      ",".join(simulation_demands))  # todo: change 'grou.xml'
        log.flush()
        sys.stdout.flush()
        call([
            sumoBinary, "-c",
            "%s%siteration_%03i.sumocfg" % (step, os.sep, step)
        ], log)
        if options.tripinfoFilter:
            filterTripinfo(step, options.tripinfoFilter.split(","))
        etime = datetime.now()
        print(">>> End time: %s" % etime)
        print(">>> Duration: %s" % (etime - btime))
        print("<<")

        if options.weightmemory:
            print(">> Smoothing edge weights")
            costmemory.load_costs(
                str(step) + os.sep + get_dumpfilename(options, step, "dump"),
                step, get_scale(options, step))
            costmemory.write_costs(
                str(step) + os.sep + get_weightfilename(options, step, "dump"))
            print(">>> Updated %s edges" % costmemory.loaded())
            print(">>> Decayed %s unseen edges" % costmemory.decayed())
            print(">>> Error avg:%.12g mean:%.12g" %
                  (costmemory.avg_error(), costmemory.mean_error()))
            print(">>> Absolute Error avg:%.12g mean:%.12g" %
                  (costmemory.avg_abs_error(), costmemory.mean_abs_error()))

        if options.zip and step - options.firstStep > 1:
            # this is a little hackish since we zip and remove all files by glob, which may have undesired side effects
            # also note that the 7z file does not have an "_" before the
            # iteration number in order to be not picked up by the remove
            for s in list(zipProcesses.keys()):
                if zipProcesses[s].poll() is not None:
                    for f in glob.glob("*_%03i*" % s):
                        try:
                            os.remove(f)
                        except Exception:
                            print("Could not remove %s" % f, file=zipLog)
                    del zipProcesses[s]
            zipStep = step - 2
            zipProcesses[zipStep] = subprocess.Popen(
                ["7z", "a", "iteration%03i.7z" % zipStep] +
                glob.glob("*_%03i*" % zipStep),
                stdout=zipLog,
                stderr=zipLog)

        converged = False
        if options.convDev:
            sum = 0.
            count = 0
            for t in sumolib.output.parse_fast(
                    str(step) + os.sep + "tripinfo_%03i.xml" % step,
                    'tripinfo', ['duration']):
                sum += float(t.duration)
                count += 1
            avgTT.add(sum / count)
            relStdDev = avgTT.relStdDev(options.convIt)
            print(
                "< relative travel time deviation in the last %s steps: %.05f"
                % (min(avgTT.count(), options.convIt), relStdDev))
            if avgTT.count() >= options.convIt and relStdDev < options.convDev:
                converged = True

        print("< Step %s ended (duration: %s)" %
              (step, datetime.now() - btimeA))
        print("------------------\n")

        log.flush()
        sys.stdout.flush()
        if converged:
            break
    if options.zip:
        for s in zipProcesses.keys():
            zipProcesses[s].wait()
            for f in glob.glob("*_%03i*" % s):
                try:
                    os.remove(f)
                except Exception:
                    print("Could not remove %s" % f, file=zipLog)
        zipLog.close()
    print("dua-iterate ended (duration: %s)" % (datetime.now() - starttime))

    log.close()