def master_prepare(self,app,appmasterconfig):

        # PandaTools
        from pandatools import Client
        from pandatools import AthenaUtils
        from taskbuffer.JobSpec import JobSpec
        from taskbuffer.FileSpec import FileSpec

        job = app._getParent()
        logger.debug('AthenaMCPandaRTHandler master_prepare called for %s', job.getFQID('.'))
        usertag = configDQ2['usertag']
        #usertag='user09'
        nickname = getNickname(allowMissingNickname=True)
        self.libDataset = '%s.%s.ganga.%s_%d.lib._%06d' % (usertag,nickname,commands.getoutput('hostname').split('.')[0],int(time.time()),job.id)
#        self.userprefix='%s.%s.ganga' % (usertag,gridProxy.identity())
        sources = 'sources.%s.tar.gz' % commands.getoutput('uuidgen 2> /dev/null') 
        self.library = '%s.lib.tgz' % self.libDataset

        # check DBRelease
        # if job.backend.dbRelease != '' and job.backend.dbRelease.find(':') == -1:
         #   raise ApplicationConfigurationError(None,"ERROR : invalid argument for backend.dbRelease. Must be 'DatasetName:FileName'")

#       unpack library
        logger.debug('Creating source tarball ...')        
        tmpdir = '/tmp/%s' % commands.getoutput('uuidgen 2> /dev/null')
        os.mkdir(tmpdir)

        inputbox=[]
        if os.path.exists(app.transform_archive):
            # must add a condition on size.
            inputbox += [ File(app.transform_archive) ]
        if app.evgen_job_option:
            self.evgen_job_option=app.evgen_job_option
            if os.path.exists(app.evgen_job_option):
                # locally modified job option file to add to the input sand box
                inputbox += [ File(app.evgen_job_option) ]
                self.evgen_job_option=app.evgen_job_option.split("/")[-1]

         
#       add input sandbox files
        if (job.inputsandbox):
            for file in job.inputsandbox:
                inputbox += [ file ]
#        add option files
        for extFile in job.backend.extOutFile:
            try:
                shutil.copy(extFile,tmpdir)
            except IOError:
                os.makedirs(tmpdir)
                shutil.copy(extFile,tmpdir)
#       fill the archive
        for opt_file in inputbox:
            try:
                shutil.copy(opt_file.name,tmpdir)
            except IOError:
                os.makedirs(tmpdir)
                shutil.copy(opt_file.name,tmpdir)
#       now tar it up again

        inpw = job.getInputWorkspace()
        rc, output = commands.getstatusoutput('tar czf %s -C %s .' % (inpw.getPath(sources),tmpdir))
        if rc:
            logger.error('Packing sources failed with status %d',rc)
            logger.error(output)
            raise ApplicationConfigurationError(None,'Packing sources failed.')

        shutil.rmtree(tmpdir)

#       upload sources

        logger.debug('Uploading source tarball ...')
        try:
            cwd = os.getcwd()
            os.chdir(inpw.getPath())
            rc, output = Client.putFile(sources)
            if output != 'True':
                logger.error('Uploading sources %s failed. Status = %d', sources, rc)
                logger.error(output)
                raise ApplicationConfigurationError(None,'Uploading archive failed')
        finally:
            os.chdir(cwd)      


        # Use Panda's brokerage
##         if job.inputdata and len(app.sites)>0:
##             # update cloud, use inputdata's
##             from dq2.info.TiersOfATLAS import whichCloud,ToACache
##             inclouds=[]
##             for site in app.sites:
##                 cloudSite=whichCloud(app.sites[0])
##                 if cloudSite not in inclouds:
##                     inclouds.append(cloudSite)
##             # now converting inclouds content into proper brokering stuff.
##             outclouds=[]
##             for cloudSite in inclouds:
##                 for cloudID, eachCloud in ToACache.dbcloud.iteritems():
##                     if cloudSite==eachCloud:
##                         cloud=cloudID
##                         outclouds.append(cloud)
##                         break
                    
##             print outclouds
##             # finally, matching with user's wishes
##             if len(outclouds)>0:
##                 if not job.backend.requirements.cloud: # no user wish, update
##                     job.backend.requirements.cloud=outclouds[0]
##                 else:
##                     try:
##                         assert job.backend.requirements.cloud in outclouds
##                     except:
##                         raise ApplicationConfigurationError(None,'Input dataset not available in target cloud %s. Please try any of the following %s' % (job.backend.requirements.cloud, str(outclouds)))
                                                            
        from GangaPanda.Lib.Panda.Panda import runPandaBrokerage
        
        runPandaBrokerage(job)
        
        if job.backend.site == 'AUTO':
            raise ApplicationConfigurationError(None,'site is still AUTO after brokerage!')

        # output dataset preparation and registration
        try:
            outDsLocation = Client.PandaSites[job.backend.site]['ddm']
        except:
            raise ApplicationConfigurationError(None,"Could not extract output dataset location from job.backend.site value: %s. Aborting" % job.backend.site)
        if not app.dryrun:
            for outtype in app.outputpaths.keys():
                dset=string.replace(app.outputpaths[outtype],"/",".")
                dset=dset[1:]
                # dataset registration must be done only once.
                print "registering output dataset %s at %s" % (dset,outDsLocation)
                try:
                    Client.addDataset(dset,False,location=outDsLocation)
                    dq2_set_dataset_lifetime(dset, location=outDsLocation)
                except:
                    raise ApplicationConfigurationError(None,"Fail to create output dataset %s. Aborting" % dset)
            # extend registration to build job lib dataset:
            print "registering output dataset %s at %s" % (self.libDataset,outDsLocation)

            try:
                Client.addDataset(self.libDataset,False,location=outDsLocation)
                dq2_set_dataset_lifetime(self.libDataset, outDsLocation)
            except:
                raise ApplicationConfigurationError(None,"Fail to create output dataset %s. Aborting" % self.libDataset)


        ###
        cacheVer = "-AtlasProduction_" + str(app.prod_release)
            
        logger.debug("master job submit?")
        self.outsite=job.backend.site
        if app.se_name and app.se_name != "none" and not self.outsite:
            self.outsite=app.se_name

       
        #       create build job
        jspec = JobSpec()
        jspec.jobDefinitionID   = job.id
        jspec.jobName           = commands.getoutput('uuidgen 2> /dev/null')
        jspec.AtlasRelease      = 'Atlas-%s' % app.atlas_rel
        jspec.homepackage       = 'AnalysisTransforms'+cacheVer#+nightVer
        jspec.transformation    = '%s/buildJob-00-00-03' % Client.baseURLSUB # common base to Athena and AthenaMC jobs: buildJob is a pilot job which takes care of all inputs for the real jobs (in prepare()
        jspec.destinationDBlock = self.libDataset
        jspec.destinationSE     = job.backend.site
        jspec.prodSourceLabel   = 'panda'
        jspec.assignedPriority  = 2000
        jspec.computingSite     = job.backend.site
        jspec.cloud             = job.backend.requirements.cloud
#        jspec.jobParameters     = self.args not known yet
        jspec.jobParameters     = '-o %s' % (self.library)
        if app.userarea:
            print app.userarea
            jspec.jobParameters     += ' -i %s' % (os.path.basename(app.userarea))
        else:
            jspec.jobParameters     += ' -i %s' % (sources)
        jspec.cmtConfig         = AthenaUtils.getCmtConfig(athenaVer=app.atlas_rel)
        
        matchURL = re.search('(http.*://[^/]+)/',Client.baseURLSSL)
        if matchURL:
            jspec.jobParameters += ' --sourceURL %s' % matchURL.group(1)

        fout = FileSpec()
        fout.lfn  = self.library
        fout.type = 'output'
        fout.dataset = self.libDataset
        fout.destinationDBlock = self.libDataset
        jspec.addFile(fout)

        flog = FileSpec()
        flog.lfn = '%s.log.tgz' % self.libDataset
        flog.type = 'log'
        flog.dataset = self.libDataset
        flog.destinationDBlock = self.libDataset
        jspec.addFile(flog)
        #print "MASTER JOB DETAILS:",jspec.jobParameters

        return jspec
    def master_prepare(self,app,appconfig):
        '''Prepare the master job'''

        from pandatools import Client
        from pandatools import MiscUtils
        from pandatools import AthenaUtils
        from pandatools import PsubUtils

        # create a random number for this submission to allow multiple use of containers
        self.rndSubNum = random.randint(1111,9999)

        job = app._getParent()
        logger.debug('AthenaJediRTHandler master_prepare called for %s', job.getFQID('.')) 

        if app.useRootCoreNoBuild:
            logger.info('Athena.useRootCoreNoBuild is True, setting Panda.nobuild=True.')
            job.backend.nobuild = True

        if job.backend.bexec and job.backend.nobuild:
            raise ApplicationConfigurationError("Contradicting options: job.backend.bexec and job.backend.nobuild are both enabled.")

        if job.backend.requirements.rootver != '' and job.backend.nobuild:
            raise ApplicationConfigurationError("Contradicting options: job.backend.requirements.rootver given and job.backend.nobuild are enabled.")
        
        # Switch on compilation flag if bexec is set or libds is empty
        if job.backend.bexec != '' or not job.backend.nobuild:
            app.athena_compile = True
            for sj in job.subjobs:
                sj.application.athena_compile = True
            logger.info('"job.backend.nobuild=False" or "job.backend.bexec" is set - Panda build job is enabled.')

        if job.backend.nobuild:
            app.athena_compile = False
            for sj in job.subjobs:
                sj.application.athena_compile = False
            logger.info('"job.backend.nobuild=True" or "--nobuild" chosen - Panda build job is switched off.')

        # check for auto datri
        if job.outputdata.location != '':
            if not PsubUtils.checkDestSE(job.outputdata.location,job.outputdata.datasetname,False):
                raise ApplicationConfigurationError("Problems with outputdata.location setting '%s'" % job.outputdata.location)

        # validate application
        if not app.atlas_release and not job.backend.requirements.rootver and not app.atlas_exetype in [ 'EXE' ]:
            raise ApplicationConfigurationError("application.atlas_release is not set. Did you run application.prepare()")

        self.dbrelease = app.atlas_dbrelease
        if self.dbrelease != '' and self.dbrelease != 'LATEST' and self.dbrelease.find(':') == -1:
            raise ApplicationConfigurationError("ERROR : invalid argument for DB Release. Must be 'LATEST' or 'DatasetName:FileName'")

        self.runConfig = AthenaUtils.ConfigAttr(app.atlas_run_config)
        for k in self.runConfig.keys():
            self.runConfig[k]=AthenaUtils.ConfigAttr(self.runConfig[k])
        if not app.atlas_run_dir:
            raise ApplicationConfigurationError("application.atlas_run_dir is not set. Did you run application.prepare()")
 
        self.rundirectory = app.atlas_run_dir
        self.cacheVer = ''
        if app.atlas_project and app.atlas_production:
            self.cacheVer = "-" + app.atlas_project + "_" + app.atlas_production

        # handle different atlas_exetypes
        self.job_options = ''
        if app.atlas_exetype == 'TRF':
            self.job_options += ' '.join([os.path.basename(fopt.name) for fopt in app.option_file])

            #if not job.outputdata.outputdata:
            #    raise ApplicationConfigurationError("job.outputdata.outputdata is required for atlas_exetype in ['PYARA','ARES','TRF','ROOT','EXE' ] and Panda backend")
            #raise ApplicationConfigurationError("Sorry TRF on Panda backend not yet supported")

            if app.options:
                self.job_options += ' %s ' % app.options
                
        elif app.atlas_exetype == 'ATHENA':
            
            if len(app.atlas_environment) > 0 and app.atlas_environment[0].find('DBRELEASE_OVERRIDE')==-1:
                logger.warning("Passing of environment variables to Athena using Panda not supported. Ignoring atlas_environment setting.")
                
            if job.outputdata.outputdata:
                raise ApplicationConfigurationError("job.outputdata.outputdata must be empty if atlas_exetype='ATHENA' and Panda backend is used (outputs are auto-detected)")
            if app.options:
                if app.options.startswith('-c'):
                    self.job_options += ' %s ' % app.options
                else:
                    self.job_options += ' -c %s ' % app.options

                logger.warning('The value of j.application.options has been prepended with " -c " ')
                logger.warning('Please make sure to use proper quotes for the values of j.application.options !')

            self.job_options += ' '.join([os.path.basename(fopt.name) for fopt in app.option_file])

            # check for TAG compression
            if 'subcoll.tar.gz' in app.append_to_user_area:
                self.job_options = ' uncompress.py ' + self.job_options
                
        elif app.atlas_exetype in ['PYARA','ARES','ROOT','EXE']:

            #if not job.outputdata.outputdata:
            #    raise ApplicationConfigurationError("job.outputdata.outputdata is required for atlas_exetype in ['PYARA','ARES','TRF','ROOT','EXE' ] and Panda backend")
            self.job_options += ' '.join([os.path.basename(fopt.name) for fopt in app.option_file])

            # sort out environment variables
            env_str = ""
            if len(app.atlas_environment) > 0:
                for env_var in app.atlas_environment:
                    env_str += "export %s ; " % env_var
            else: 
                env_str = ""

            # below fixes issue with runGen -- job_options are executed by os.system when dbrelease is used, and by the shell otherwise
            ## - REMOVED FIX DUE TO CHANGE IN PILOT - MWS 8/11/11
            if job.backend.requirements.usecommainputtxt:
                input_str = '/bin/echo %IN > input.txt; cat input.txt; '
            else:
                input_str = '/bin/echo %IN | sed \'s/,/\\\n/g\' > input.txt; cat input.txt; '
            if app.atlas_exetype == 'PYARA':
                self.job_options = env_str + input_str + ' python ' + self.job_options
            elif app.atlas_exetype == 'ARES':
                self.job_options = env_str + input_str + ' athena.py ' + self.job_options
            elif app.atlas_exetype == 'ROOT':
                self.job_options = env_str + input_str + ' root -b -q ' + self.job_options
            elif app.atlas_exetype == 'EXE':
                self.job_options = env_str + input_str + self.job_options

            if app.options:
                self.job_options += ' %s ' % app.options

        if self.job_options == '':
            raise ApplicationConfigurationError("No Job Options found!")
        logger.info('Running job options: %s'%self.job_options)

        # validate dbrelease
        if self.dbrelease != "LATEST":
            self.dbrFiles,self.dbrDsList = getDBDatasets(self.job_options,'',self.dbrelease)

        # handle the output dataset
        if job.outputdata:
            if job.outputdata._name != 'DQ2OutputDataset':
                raise ApplicationConfigurationError('Panda backend supports only DQ2OutputDataset')
        else:
            logger.info('Adding missing DQ2OutputDataset')
            job.outputdata = DQ2OutputDataset()

        # validate the output dataset name (and make it a container)
        job.outputdata.datasetname,outlfn = dq2outputdatasetname(job.outputdata.datasetname, job.id, job.outputdata.isGroupDS, job.outputdata.groupname)
        if not job.outputdata.datasetname.endswith('/'):
            job.outputdata.datasetname+='/'

        # add extOutFiles
        self.extOutFile = []
        for tmpName in job.outputdata.outputdata:
            if tmpName != '':
                self.extOutFile.append(tmpName)
        for tmpName in job.backend.extOutFile:
            if tmpName != '':
                self.extOutFile.append(tmpName)

        # use the shared area if possible
        tmp_user_area_name = app.user_area.name
        if app.is_prepared is not True:
            from Ganga.Utility.files import expandfilename
            shared_path = os.path.join(expandfilename(getConfig('Configuration')['gangadir']),'shared',getConfig('Configuration')['user'])
            tmp_user_area_name = os.path.join(os.path.join(shared_path,app.is_prepared.name),os.path.basename(app.user_area.name))


        # Add inputsandbox to user_area
        if job.inputsandbox:
            logger.warning("Submitting Panda job with inputsandbox. This may slow the submission slightly.")

            if tmp_user_area_name:
                inpw = os.path.dirname(tmp_user_area_name)
                self.inputsandbox = os.path.join(inpw, 'sources.%s.tar' % commands.getoutput('uuidgen 2> /dev/null'))
            else:
                inpw = job.getInputWorkspace()
                self.inputsandbox = inpw.getPath('sources.%s.tar' % commands.getoutput('uuidgen 2> /dev/null'))

            if tmp_user_area_name:
                rc, output = commands.getstatusoutput('cp %s %s.gz' % (tmp_user_area_name, self.inputsandbox))
                if rc:
                    logger.error('Copying user_area failed with status %d',rc)
                    logger.error(output)
                    raise ApplicationConfigurationError('Packing inputsandbox failed.')
                rc, output = commands.getstatusoutput('gunzip %s.gz' % (self.inputsandbox))
                if rc:
                    logger.error('Unzipping user_area failed with status %d',rc)
                    logger.error(output)
                    raise ApplicationConfigurationError('Packing inputsandbox failed.')

            for fname in [os.path.abspath(f.name) for f in job.inputsandbox]:
                fname.rstrip(os.sep)
                path = os.path.dirname(fname)
                fn = os.path.basename(fname)

                #app.atlas_run_dir
                # get Athena versions
                rc, out = AthenaUtils.getAthenaVer()
                # failed
                if not rc:
                    #raise ApplicationConfigurationError('CMT could not parse correct environment ! \n Did you start/setup ganga in the run/ or cmt/ subdirectory of your athena analysis package ?')
                    logger.warning("CMT could not parse correct environment for inputsandbox - will use the atlas_run_dir as default")
                    
                    # as we don't have to be in the run dir now, create a copy of the run_dir directory structure and use that
                    input_dir = os.path.dirname(self.inputsandbox)
                    run_path = "%s/sbx_tree/%s" % (input_dir, app.atlas_run_dir)
                    rc, output = commands.getstatusoutput("mkdir -p %s" % run_path)
                    if not rc:
                        # copy this sandbox file
                        rc, output = commands.getstatusoutput("cp %s %s" % (fname, run_path))
                        if not rc:
                            path = os.path.join(input_dir, 'sbx_tree')
                            fn = os.path.join(app.atlas_run_dir, fn)
                        else:
                            raise ApplicationConfigurationError("Couldn't copy file %s to recreate run_dir for input sandbox" % fname)
                    else:
                        raise ApplicationConfigurationError("Couldn't create directory structure to match run_dir %s for input sandbox" % run_path)

                else:
                    userarea = out['workArea']

                    # strip the path from the filename if present in the userarea
                    ua = os.path.abspath(userarea)
                    if ua in path:
                        fn = fname[len(ua)+1:]
                        path = ua

                rc, output = commands.getstatusoutput('tar -h -r -f %s -C %s %s' % (self.inputsandbox, path, fn))
                if rc:
                    logger.error('Packing inputsandbox failed with status %d',rc)
                    logger.error(output)
                    raise ApplicationConfigurationError('Packing inputsandbox failed.')

            # remove sandbox tree if created
            if "sbx_tree" in os.listdir(os.path.dirname(self.inputsandbox)):                
                rc, output = commands.getstatusoutput("rm -r %s/sbx_tree" % os.path.dirname(self.inputsandbox))
                if rc:
                    raise ApplicationConfigurationError("Couldn't remove directory structure used for input sandbox")
                
            rc, output = commands.getstatusoutput('gzip %s' % (self.inputsandbox))
            if rc:
                logger.error('Packing inputsandbox failed with status %d',rc)
                logger.error(output)
                raise ApplicationConfigurationError('Packing inputsandbox failed.')
            self.inputsandbox += ".gz"
        else:
            self.inputsandbox = tmp_user_area_name

        # job name
        jobName = 'ganga.%s' % MiscUtils.wrappedUuidGen()

        # make task
        taskParamMap = {}
        # Enforce that outputdataset name ends with / for container
        if not job.outputdata.datasetname.endswith('/'):
            job.outputdata.datasetname = job.outputdata.datasetname + '/'

        taskParamMap['taskName'] = job.outputdata.datasetname

        taskParamMap['uniqueTaskName'] = True
        taskParamMap['vo'] = 'atlas'
        taskParamMap['architecture'] = AthenaUtils.getCmtConfig(athenaVer=app.atlas_release, cmtConfig=app.atlas_cmtconfig)
        if app.atlas_release:
            taskParamMap['transUses'] = 'Atlas-%s' % app.atlas_release
        else:
            taskParamMap['transUses'] = ''
        taskParamMap['transHome'] = 'AnalysisTransforms'+self.cacheVer#+nightVer

        configSys = getConfig('System')
        gangaver = configSys['GANGA_VERSION'].lower()
        if not gangaver:
            gangaver = "ganga"

        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['processingType'] = '{0}-jedi-athena'.format(gangaver)
        else:
            taskParamMap['processingType'] = '{0}-jedi-run'.format(gangaver)

        #if options.eventPickEvtList != '':
        #    taskParamMap['processingType'] += '-evp'
        taskParamMap['prodSourceLabel'] = 'user'
        if job.backend.site != 'AUTO':
            taskParamMap['cloud'] = Client.PandaSites[job.backend.site]['cloud']
            taskParamMap['site'] = job.backend.site
        elif job.backend.requirements.cloud != None and not job.backend.requirements.anyCloud:
            taskParamMap['cloud'] = job.backend.requirements.cloud
        if job.backend.requirements.excluded_sites != []:
            taskParamMap['excludedSite'] = expandExcludedSiteList( job )

        # if only a single site specifed, don't set includedSite
        #if job.backend.site != 'AUTO':
        #    taskParamMap['includedSite'] = job.backend.site
        #taskParamMap['cliParams'] = fullExecString
        if job.backend.requirements.noEmail:
            taskParamMap['noEmail'] = True
        if job.backend.requirements.skipScout:
            taskParamMap['skipScout'] = True
        if not app.atlas_exetype in ["ATHENA", "TRF"]: 
            taskParamMap['nMaxFilesPerJob'] = job.backend.requirements.maxNFilesPerJob
        if job.backend.requirements.disableAutoRetry:
            taskParamMap['disableAutoRetry'] = 1
        # source URL
        matchURL = re.search("(http.*://[^/]+)/",Client.baseURLCSRVSSL)
        if matchURL != None:
            taskParamMap['sourceURL'] = matchURL.group(1)

        # dataset names
        outDatasetName = job.outputdata.datasetname
        logDatasetName = re.sub('/$','.log/',job.outputdata.datasetname)
        # log
        taskParamMap['log'] = {'dataset': logDatasetName,
                               'container': logDatasetName,
                               'type':'template',
                               'param_type':'log',
                               'value':'{0}.${{SN}}.log.tgz'.format(logDatasetName[:-1])
                               }
        # job parameters
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['jobParameters'] = [
                {'type':'constant',
                 'value': ' --sourceURL ${SURL}',
                 },
                ]
        else:
            taskParamMap['jobParameters'] = [
                {'type':'constant',
                 'value': '-j "" --sourceURL ${SURL}',
                 },
                ]

        taskParamMap['jobParameters'] += [
            {'type':'constant',
             'value': '-r {0}'.format(self.rundirectory),
             },
            ]

        # Add the --trf option to jobParameters if required
        if app.atlas_exetype == "TRF":
            taskParamMap['jobParameters'] += [{'type': 'constant', 'value': '--trf'}]

        # output
        # output files
        outMap = {}
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            outMap, tmpParamList = AthenaUtils.convertConfToOutput(self.runConfig, self.extOutFile, job.outputdata.datasetname, destination=job.outputdata.location)
            taskParamMap['jobParameters'] += [
                {'type':'constant',
                 'value': '-o "%s" ' % outMap
                 },
                ]
            taskParamMap['jobParameters'] += tmpParamList 

        else: 
            if job.outputdata.outputdata:
                for tmpLFN in job.outputdata.outputdata:
                    if len(job.outputdata.datasetname.split('.')) > 2:
                        lfn = '{0}.{1}'.format(*job.outputdata.datasetname.split('.')[:2])
                    else:
                        lfn = job.outputdata.datasetname[:-1]
                    lfn += '.$JOBSETID._${{SN/P}}.{0}'.format(tmpLFN)
                    dataset = '{0}_{1}/'.format(job.outputdata.datasetname[:-1],tmpLFN)
                    taskParamMap['jobParameters'] += MiscUtils.makeJediJobParam(lfn,dataset,'output',hidden=True, destination=job.outputdata.location)
                    outMap[tmpLFN] = lfn

                taskParamMap['jobParameters'] += [ 
                    {'type':'constant',
                     'value': '-o "{0}"'.format(str(outMap)),
                     },
                    ]

        if app.atlas_exetype in ["ATHENA"]:
            # jobO parameter
            tmpJobO = self.job_options
            # replace full-path jobOs
            for tmpFullName,tmpLocalName in AthenaUtils.fullPathJobOs.iteritems():
                tmpJobO = re.sub(tmpFullName,tmpLocalName,tmpJobO)
            # modify one-liner for G4 random seeds
            if self.runConfig.other.G4RandomSeeds > 0:
                if app.options != '':
                    tmpJobO = re.sub('-c "%s" ' % app.options,
                                     '-c "%s;from G4AtlasApps.SimFlags import SimFlags;SimFlags.SeedsG4=${RNDMSEED}" ' \
                                         % app.options,tmpJobO)
                else:
                    tmpJobO = '-c "from G4AtlasApps.SimFlags import SimFlags;SimFlags.SeedsG4=${RNDMSEED}" '
                dictItem = {'type':'template',
                            'param_type':'number',
                            'value':'${RNDMSEED}',
                            'hidden':True,
                            'offset':self.runConfig.other.G4RandomSeeds,
                            }
                taskParamMap['jobParameters'] += [dictItem]
        elif app.atlas_exetype in ["TRF"]:
            # replace parameters for TRF
            tmpJobO = self.job_options
            # output : basenames are in outMap['IROOT'] trough extOutFile
            tmpOutMap = []
            for tmpName,tmpLFN in outMap['IROOT']:
                tmpJobO = tmpJobO.replace('%OUT.' + tmpName,tmpName)
            # replace DBR
            tmpJobO = re.sub('%DB=[^ \'\";]+','${DBR}',tmpJobO)

        if app.atlas_exetype in ["TRF"]:
            taskParamMap['useLocalIO'] = 1

        # build
        if job.backend.nobuild:
            taskParamMap['jobParameters'] += [
                {'type':'constant',
                 'value': '-a {0}'.format(os.path.basename(self.inputsandbox)),
                 },
                ]
        else:
            taskParamMap['jobParameters'] += [
                {'type':'constant',
                 'value': '-l ${LIB}',
                 },
                ]

        #
        # input
        if job.inputdata and job.inputdata._name == 'DQ2Dataset':
            if job.backend.requirements.nFilesPerJob > 0 and job.inputdata.number_of_files == 0 and job.backend.requirements.split > 0:
                job.inputdata.number_of_files = job.backend.requirements.nFilesPerJob * job.backend.requirements.split

        if job.inputdata and job.inputdata._name == 'DQ2Dataset' and job.inputdata.number_of_files != 0:
            taskParamMap['nFiles'] = job.inputdata.number_of_files
        elif job.backend.requirements.nFilesPerJob > 0 and job.backend.requirements.split > 0:
            # pathena does this for some reason even if there is no input files
            taskParamMap['nFiles'] = job.backend.requirements.nFilesPerJob * job.backend.requirements.split
        if job.backend.requirements.nFilesPerJob > 0:    
            taskParamMap['nFilesPerJob'] = job.backend.requirements.nFilesPerJob
            
        if job.backend.requirements.nEventsPerFile > 0:    
            taskParamMap['nEventsPerFile'] = job.backend.requirements.nEventsPerFile

        if not job.backend.requirements.nGBPerJob in [ 0,'MAX']:
            try:
                if job.backend.requirements.nGBPerJob != 'MAX':
                    job.backend.requirments.nGBPerJob = int(job.backend.requirements.nGBPerJob)
            except:
                logger.error("nGBPerJob must be an integer or MAX")
            # check negative                                                                                                                                                         
            if job.backend.requirements.nGBPerJob <= 0:
                logger.error("nGBPerJob must be positive")

            # don't set MAX since it is the defalt on the server side
            if not job.backend.requirements.nGBPerJob in [-1,'MAX']: 
                taskParamMap['nGBPerJob'] = job.backend.requirements.nGBPerJob

        if app.atlas_exetype in ["ATHENA", "TRF"]:
            inputMap = {}
            if job.inputdata and job.inputdata._name == 'DQ2Dataset':
                tmpDict = {'type':'template',
                           'param_type':'input',
                           'value':'-i "${IN/T}"',
                           'dataset': ','.join(job.inputdata.dataset),
                           'expand':True,
                           'exclude':'\.log\.tgz(\.\d+)*$',
                           }
                #if options.inputType != '':
                #    tmpDict['include'] = options.inputType
                taskParamMap['jobParameters'].append(tmpDict)
                taskParamMap['dsForIN'] = ','.join(job.inputdata.dataset)
                inputMap['IN'] = ','.join(job.inputdata.dataset)
            else:
                # no input
                taskParamMap['noInput'] = True
                if job.backend.requirements.split > 0:
                    taskParamMap['nEvents'] = job.backend.requirements.split
                else:
                    taskParamMap['nEvents'] = 1
                taskParamMap['nEventsPerJob'] = 1
                taskParamMap['jobParameters'] += [
                    {'type':'constant',
                     'value': '-i "[]"',
                     },
                    ]
        else:
            if job.inputdata and job.inputdata._name == 'DQ2Dataset':
                tmpDict = {'type':'template',
                           'param_type':'input',
                           'value':'-i "${IN/T}"',
                           'dataset': ','.join(job.inputdata.dataset),
                           'expand':True,
                           'exclude':'\.log\.tgz(\.\d+)*$',
                           }
               #if options.nSkipFiles != 0:
               #    tmpDict['offset'] = options.nSkipFiles
                taskParamMap['jobParameters'].append(tmpDict)
                taskParamMap['dsForIN'] = ','.join(job.inputdata.dataset)
            else:
                # no input
                taskParamMap['noInput'] = True
                if job.backend.requirements.split > 0:
                    taskParamMap['nEvents'] = job.backend.requirements.split
                else:
                    taskParamMap['nEvents'] = 1
                taskParamMap['nEventsPerJob'] = 1

        # param for DBR     
        if self.dbrelease != '':
            dbrDS = self.dbrelease.split(':')[0]
            # change LATEST to DBR_LATEST
            if dbrDS == 'LATEST':
                dbrDS = 'DBR_LATEST'
            dictItem = {'type':'template',
                        'param_type':'input',
                        'value':'--dbrFile=${DBR}',
                        'dataset':dbrDS,
                            }
            taskParamMap['jobParameters'] += [dictItem]
        # no expansion
        #if options.notExpandDBR:
        #dictItem = {'type':'constant',
        #            'value':'--noExpandDBR',
        #            }
        #taskParamMap['jobParameters'] += [dictItem]

        # secondary FIXME disabled
        self.secondaryDSs = {}
        if self.secondaryDSs != {}:
            inMap = {}
            streamNames = []
            for tmpDsName,tmpMap in self.secondaryDSs.iteritems():
                # make template item
                streamName = tmpMap['streamName']
                dictItem = MiscUtils.makeJediJobParam('${'+streamName+'}',tmpDsName,'input',hidden=True,
                                                      expand=True,include=tmpMap['pattern'],offset=tmpMap['nSkip'],
                                                      nFilesPerJob=tmpMap['nFiles'])
                taskParamMap['jobParameters'] += dictItem
                inMap[streamName] = 'tmp_'+streamName 
                streamNames.append(streamName)
            # make constant item
            strInMap = str(inMap)
            # set placeholders
            for streamName in streamNames:
                strInMap = strInMap.replace("'tmp_"+streamName+"'",'${'+streamName+'/T}')
            dictItem = {'type':'constant',
                        'value':'--inMap "%s"' % strInMap,
                        }
            taskParamMap['jobParameters'] += [dictItem]

        # misc
        jobParameters = ''
        # use Athena packages
        if app.atlas_exetype == 'ARES' or (app.atlas_exetype in ['PYARA','ROOT','EXE'] and app.useAthenaPackages):
            jobParameters += "--useAthenaPackages "
            
        # use RootCore
        if app.useRootCore or app.useRootCoreNoBuild:
            jobParameters += "--useRootCore "
            
        # use mana
        if app.useMana:
            jobParameters += "--useMana "
            if app.atlas_release != "":
                jobParameters += "--manaVer %s " % app.atlas_release
        # root
        if app.atlas_exetype in ['PYARA','ROOT','EXE'] and job.backend.requirements.rootver != '':
            rootver = re.sub('/','.', job.backend.requirements.rootver)
            jobParameters += "--rootVer %s " % rootver

        # write input to txt
        #if options.writeInputToTxt != '':
        #    jobParameters += "--writeInputToTxt %s " % options.writeInputToTxt
        # debug parameters
        #if options.queueData != '':
        #    jobParameters += "--overwriteQueuedata=%s " % options.queueData
        # JEM
        #if options.enableJEM:
        #    jobParameters += "--enable-jem "
        #    if options.configJEM != '':
        #        jobParameters += "--jem-config %s " % options.configJEM

        # set task param
        if jobParameters != '':
            taskParamMap['jobParameters'] += [ 
                {'type':'constant',
                 'value': jobParameters,
                 },
                ]

        # force stage-in
        if job.backend.accessmode == "LocalIO":
            taskParamMap['useLocalIO'] = 1

        # set jobO parameter
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['jobParameters'] += [
                {'type':'constant',
                 'value': '-j "',
                 'padding':False,
                 },
                ]
            taskParamMap['jobParameters'] += PsubUtils.convertParamStrToJediParam(tmpJobO,inputMap,job.outputdata.datasetname[:-1], True,False)
            taskParamMap['jobParameters'] += [
                {'type':'constant',
                 'value': '"',
                 },
                ]

        else:
            taskParamMap['jobParameters'] += [ {'type':'constant',
                                                'value': '-p "{0}"'.format(urllib.quote(self.job_options)),
                                                },
                                               ]

        # build step
        if not job.backend.nobuild:
            jobParameters = '-i ${IN} -o ${OUT} --sourceURL ${SURL} '

            if job.backend.bexec != '':
                jobParameters += ' --bexec "%s" ' % urllib.quote(job.backend.bexec)

            if app.atlas_exetype == 'ARES' or (app.atlas_exetype in ['PYARA','ROOT','EXE'] and app.useAthenaPackages):
                # use Athena packages
                jobParameters += "--useAthenaPackages "
            # use RootCore
            if app.useRootCore or app.useRootCoreNoBuild:
                jobParameters += "--useRootCore "

            # run directory
            if app.atlas_exetype in ['PYARA','ARES','ROOT','EXE']:
                jobParameters += '-r {0} '.format(self.rundirectory)
                
            # no compile
            #if options.noCompile:
            #    jobParameters += "--noCompile "
            # use mana
            if app.useMana:
                jobParameters += "--useMana "
                if app.atlas_release != "":
                    jobParameters += "--manaVer %s " % app.atlas_release

            # root
            if app.atlas_exetype in ['PYARA','ROOT','EXE'] and job.backend.requirements.rootver != '':
                rootver = re.sub('/','.', job.backend.requirements.rootver)
                jobParameters += "--rootVer %s " % rootver
                
            # cmt config
            if app.atlas_exetype in ['PYARA','ARES','ROOT','EXE']:
                if not app.atlas_cmtconfig in ['','NULL',None]:
                    jobParameters += " --cmtConfig %s " % app.atlas_cmtconfig
                                            
            
            #cmtConfig         = AthenaUtils.getCmtConfig(athenaVer=app.atlas_release, cmtConfig=app.atlas_cmtconfig)
            #if cmtConfig:
            #    jobParameters += "--cmtConfig %s " % cmtConfig
            # debug parameters
            #if options.queueData != '':
            #    jobParameters += "--overwriteQueuedata=%s " % options.queueData
            # set task param
            taskParamMap['buildSpec'] = {
                'prodSourceLabel':'panda',
                'archiveName':os.path.basename(self.inputsandbox),
                'jobParameters':jobParameters,
                }


        # enable merging
        if job.backend.requirements.enableMerge:
            jobParameters = '-r {0} '.format(self.rundirectory)
            if 'exec' in job.backend.requirements.configMerge and job.backend.requirements.configMerge['exec'] != '':
                jobParameters += '-j "{0}" '.format(job.backend.requirements.configMerge['exec'])
            if not job.backend.nobuild:
                jobParameters += '-l ${LIB} '
            else:
                jobParameters += '-a {0} '.format(os.path.basename(self.inputsandbox))
                jobParameters += "--sourceURL ${SURL} "
            jobParameters += '${TRN_OUTPUT:OUTPUT} ${TRN_LOG:LOG}'
            taskParamMap['mergeSpec'] = {}
            taskParamMap['mergeSpec']['useLocalIO'] = 1
            taskParamMap['mergeSpec']['jobParameters'] = jobParameters
            taskParamMap['mergeOutput'] = True    
            
        # Selected by Jedi
        #if not app.atlas_exetype in ['PYARA','ROOT','EXE']:
        #    taskParamMap['transPath'] = 'http://atlpan.web.cern.ch/atlpan/runAthena-00-00-12'

        logger.debug(taskParamMap)

        # upload sources
        if self.inputsandbox and not job.backend.libds:
            uploadSources(os.path.dirname(self.inputsandbox),os.path.basename(self.inputsandbox))

            if not self.inputsandbox == tmp_user_area_name:
                logger.info('Removing source tarball %s ...' % self.inputsandbox )
                os.remove(self.inputsandbox)

        return taskParamMap
    def prepare(self,app,appconfig,appmasterconfig,jobmasterconfig):
        '''prepare the subjob specific configuration'''
 
        # PandaTools
        from pandatools import Client
        from pandatools import AthenaUtils
        from taskbuffer.JobSpec import JobSpec
        from taskbuffer.FileSpec import FileSpec

        job = app._getParent()
        logger.debug('AthenaMCPandaRTHandler prepare called for %s', job.getFQID('.'))
        
        try:
            assert self.outsite
        except:
            logger.error("outsite not set. Aborting")
            raise Exception()
        
        job.backend.site = self.outsite
        job.backend.actualCE = self.outsite
        cloud = job._getRoot().backend.requirements.cloud
        job.backend.requirements.cloud = cloud
        

        # now just filling the job from AthenaMC data
        
        jspec = JobSpec()
        jspec.jobDefinitionID   = job._getRoot().id
        jspec.jobName           = commands.getoutput('uuidgen 2> /dev/null')  
        jspec.AtlasRelease      = 'Atlas-%s' % app.atlas_rel
        
        if app.transform_archive:
            jspec.homepackage       = 'AnalysisTransforms'+app.transform_archive
        elif app.prod_release:
            jspec.homepackage       = 'AnalysisTransforms-AtlasProduction_'+str(app.prod_release)
        jspec.transformation    = '%s/runAthena-00-00-11' % Client.baseURLSUB
            
        #---->????  prodDBlock and destinationDBlock when facing several input / output datasets?

        jspec.prodDBlock    = 'NULL'
        if job.inputdata and len(app.inputfiles)>0 and app.inputfiles[0] in app.dsetmap:
            jspec.prodDBlock    = app.dsetmap[app.inputfiles[0]]

        # How to specify jspec.destinationDBlock  when more than one type of output is available? Panda prod jobs seem to specify only the last output dataset
        outdset=""
        for type in ["EVNT","RDO","HITS","AOD","ESD","NTUP"]:
            if type in app.outputpaths.keys():
                outdset=string.replace(app.outputpaths[type],"/",".")
                outdset=outdset[1:-1]
                break
        if not outdset:
            try:
                assert len(app.outputpaths.keys())>0
            except:
                logger.error("app.outputpaths is empty: check your output datasets")
                raise
            type=app.outputpaths.keys()[0]
            outdset=string.replace(app.outputpaths[type],"/",".")
            outdset=outdset[1:-1]
            
        jspec.destinationDBlock = outdset
        jspec.destinationSE = self.outsite
        jspec.prodSourceLabel   = 'user'
        jspec.assignedPriority  = 1000
        jspec.cloud             = cloud
        # memory
        if job.backend.requirements.memory != -1:
            jspec.minRamCount = job.backend.requirements.memory
        jspec.computingSite     = self.outsite
        jspec.cmtConfig         = AthenaUtils.getCmtConfig(athenaVer=app.atlas_rel)
#       library (source files)
        flib = FileSpec()
        flib.lfn            = self.library
#        flib.GUID           = 
        flib.type           = 'input'
#        flib.status         = 
        flib.dataset        = self.libDataset
        flib.dispatchDBlock = self.libDataset
        jspec.addFile(flib)

        #       input files FIXME: many more input types
        for lfn in app.inputfiles:
            useguid=app.turls[lfn].replace("guid:","")
            finp = FileSpec()
            finp.lfn            = lfn
            finp.GUID           = useguid
            finp.dataset        = app.dsetmap[lfn]
            finp.prodDBlock     = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type           = 'input'
            finp.status         = 'ready'
            jspec.addFile(finp)
        # add dbfiles if any:
        for lfn in app.dbfiles:
            useguid=app.dbturls[lfn].replace("guid:","")
            finp = FileSpec()
            finp.lfn            = lfn
            finp.GUID           = useguid
            finp.dataset        = app.dsetmap[lfn]
            finp.prodDBlock     = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type           = 'input'
            finp.status         = 'ready'
            jspec.addFile(finp)
        # then minbias files
        for lfn in app.mbfiles:
            useguid=app.minbias_turls[lfn].replace("guid:","")
            finp = FileSpec()
            finp.lfn            = lfn
            finp.GUID           = useguid
            finp.dataset        = app.dsetmap[lfn]
            finp.prodDBlock     = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type           = 'input'
            finp.status         = 'ready'
            jspec.addFile(finp)
        # then cavern files
        for lfn in app.cavernfiles:
            useguid=app.cavern_turls[lfn].replace("guid:","")
            finp = FileSpec()
            finp.lfn            = lfn
            finp.GUID           = useguid
            finp.dataset        = app.dsetmap[lfn]
            finp.prodDBlock     = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type           = 'input'
            finp.status         = 'ready'
            jspec.addFile(finp)
            

#       output files( this includes the logfiles)
        # Output files
        jidtag=""
        job = app._getParent() # Returns job or subjob object
        if job._getRoot().subjobs:
            jidtag = job._getRoot().id
        else:
            jidtag = "%d" % job.id       
        outfiles=app.subjobsOutfiles[job.id]
        pandaOutfiles={}
        for type in outfiles.keys():
            pandaOutfiles[type]=outfiles[type]+"."+str(jidtag)
            if type=="LOG":
                pandaOutfiles[type]+=".tgz"
        #print pandaOutfiles

        for outtype in pandaOutfiles.keys():
            fout = FileSpec()
            dset=string.replace(app.outputpaths[outtype],"/",".")
            dset=dset[1:-1]
            fout.dataset=dset
            fout.lfn=pandaOutfiles[outtype]
            fout.type              = 'output'
            #            fout.destinationDBlock = jspec.destinationDBlock
            fout.destinationDBlock = fout.dataset
            fout.destinationSE    = jspec.destinationSE
            if outtype=='LOG':
                fout.type='log'
                fout.destinationDBlock = fout.dataset
                fout.destinationSE     = job.backend.site
            jspec.addFile(fout)


        #       job parameters
        param =  '-l %s ' % self.library # user tarball.
        # use corruption checker
        if job.backend.requirements.corCheck:
            param += '--corCheck '
        # disable to skip missing files
        if job.backend.requirements.notSkipMissing:
            param += '--notSkipMissing '
        
        # transform parameters
        # need to update arglist with final output file name...
        newArgs=[]
        if app.mode == "evgen":
            app.args[3]=app.args[3]+" -t "
            if app.verbosity:
                app.args[3]=app.args[3]+" -l %s " % app.verbosity

        for arg in app.args[3:]:
            for type in outfiles.keys():
                if arg.find(outfiles[type])>-1:
                    arg=arg.replace(outfiles[type],pandaOutfiles[type])

            newArgs.append(arg)
        arglist=string.join(newArgs," ")
#        print "Arglist:",arglist

        param += ' -r ./ '
        param += ' -j "%s"' % urllib.quote(arglist)

        allinfiles=app.inputfiles+app.dbfiles
        # Input files.
        param += ' -i "%s" ' % allinfiles
        if len(app.mbfiles)>0:
            param+= ' -m "%s" ' % app.mbfiles
        if len(app.cavernfiles)>0:
            param+= ' -n "%s" ' % app.cavernfiles
        #        param += '-m "[]" ' #%minList FIXME
        #        param += '-n "[]" ' #%cavList FIXME

        del pandaOutfiles["LOG"] # logfiles do not appear in IROOT block, and this one is not needed anymore...
        param += ' -o "{\'IROOT\':%s }"' % str(pandaOutfiles.items())

        # source URL        
        matchURL = re.search("(http.*://[^/]+)/",Client.baseURLSSL)
        if matchURL != None:
            param += " --sourceURL %s " % matchURL.group(1)
        param += " --trf"


        jspec.jobParameters = param
        jspec.metadata="--trf \"%s\"" % arglist

        #print "SUBJOB DETAILS:",jspec.values()
        if app.dryrun:
            print "job.application.dryrun activated, printing out job parameters"
            print jspec.values()
            return
        
        return jspec
Exemple #4
0
 def retry(self,JobsetID,newSite=False,newOpts={},noSubmit=False,ignoreDuplication=False,useJobsetID=False,retryBuild=False,reproduceFiles=[],unsetRetryID=False):
     # get logger
     tmpLog = PLogger.getPandaLogger()
     # check proxy
     self.gridPassPhrase,self.vomsFQAN = PsubUtils.checkGridProxy(
         self.gridPassPhrase,
         False,
         self.verbose,
         useCache=True)
     # force update just in case
     self.status(JobsetID,True)
     # set an empty map since mutable default value is used
     if newOpts == {}:
         newOpts = {}
     # get jobset
     newJobsetID = -1
     jobList = self.getJobIDsWithSetID(JobsetID)
     if jobList == None:
         # works only for jobsetID
         if useJobsetID:
             return
         # works with jobID   
         isJobset = False
         jobList = [JobsetID]
     else:
         isJobset = True
         tmpMsg = "ID=%s is composed of JobID=" % JobsetID
         for tmpJobID in jobList:
             tmpMsg += '%s,' % tmpJobID
         tmpMsg = tmpMsg[:-1]
         tmpLog.info(tmpMsg)
     for JobID in jobList:    
         # get job info from local repository
         localJob = self.getJobInfo(JobID)
         if localJob == None:
             tmpLog.warning("JobID=%s not found in local repository. Synchronization may be needed" % JobID)            
             return None
         # for JEDI
         if localJob.isJEDI():
             status,out = Client.retryTask(
                     localJob.jediTaskID,
                     verbose=self.verbose,
                     properErrorCode=True,
                     newParams=newOpts)
             if status != 0:
                 tmpLog.error(status)
                 tmpLog.error(out)
                 tmpLog.error("Failed to retry TaskID=%s" % localJob.jediTaskID)
                 return False
             tmpStat,tmpDiag = out
             if (not tmpStat in [0,True] and newOpts == {}) or (newOpts != {} and tmpStat != 3):
                 tmpLog.error(tmpDiag)
                 tmpLog.error("Failed to retry TaskID=%s" % localJob.jediTaskID)
                 return False
             tmpLog.info(tmpDiag)
             continue
         # skip running job
         if localJob.dbStatus != 'frozen':
             tmpLog.info('Retry failed subjobs in running jobId=%s' % JobID)
             status,out = Client.retryFailedJobsInActive(JobID,verbose=self.verbose)
             if status != 0:
                 tmpLog.error(status)
                 tmpLog.error(out)
                 tmpLog.error("Failed to retry JobID=%s" % JobID)
             else:
                 job = self.status(JobID)
             if isJobset:
                 continue
             else:
                 return
         # skip already retried
         if localJob.retryID != '0':
             if isJobset:
                 tmpLog.info('Skip JobID=%s since already retried by JobID=%s JobsetID=%s' % \
                             (JobID,localJob.retryID,localJob.retryJobsetID))
                 continue
             else:
                 tmpLog.warning('This job was already retried by JobID=%s' % localJob.retryID)
                 return
         # check status of buildJob
         if not retryBuild and not localJob.buildStatus in ['','finished']:
             tmpMsgStr = 'Cannot retry since status of buildJob %s is %s (!= finished). ' \
                         % (localJob.PandaID.split(',')[0],localJob.buildStatus)
             tmpMsgStr += 'Please execute %s with the same input/output datasets (or containers). ' % localJob.jobType
             tmpMsgStr += 'It will run only on failed/cancelled/unused input files '
             tmpMsgStr += 'and append output files to the output dataset container. '
             tmpMsgStr += 'Or you may set retryBuild=True in pbook.retry() '                
             tmpLog.warning(tmpMsgStr)
             if isJobset:
                 continue
             else:
                 return
         # check opts for newSite
         if newSite or newOpts != {}:
             if not localJob.outDS.endswith('/') and not newOpts.has_key('outDS') and not newOpts.has_key('--outDS'):
                 tmpLog.warning('You need to specify --outDS in newOpts to retry at new site unless container is used as output')
                 return
         # get list of failed jobs
         pandaIDs  = localJob.PandaID.split(',')
         statusList= localJob.jobStatus.split(',')
         jobList = []
         for idx in range(len(pandaIDs)):
             # check status unless reproduce files
             if reproduceFiles == [] and not statusList[idx] in ['failed','cancelled']:
                 continue
             jobList.append(pandaIDs[idx])
         # no failed job
         if jobList == []:
             if isJobset:
                 tmpLog.info('Skip JobID=%s since no failed jobs' % JobID)                    
                 continue
             else:
                 tmpLog.info('No failed jobs to be retried for JobID=%s' % JobID)
                 return
         # get full job spec
         tmpLog.info("Retrying JobID=%s ..." % JobID)
         tmpLog.info("Getting job info")
         idxJL  = 0
         nQuery = 500
         pandaJobs = []
         while idxJL < len(jobList):
             # avoid burst query
             tmpLog.info(" %5s/%s" % (idxJL,len(jobList)))                
             status,oTmp = Client.getFullJobStatus(
                     jobList[idxJL:idxJL+nQuery],
                     verbose=self.verbose)
             if status != 0:
                 tmpLog.error(status)
                 tmpLog.error(oTmp)
                 tmpLog.error("Cannot get job info from Panda server")
                 return
             pandaJobs += oTmp
             idxJL += nQuery
             time.sleep(1)
         tmpLog.info(" %5s/%s" % (len(jobList),len(jobList)))
         # get PandaIDs to reproduce files
         if reproduceFiles != []:
             # change wildcard to .* for regexp
             reproduceFilePatt = []
             for tmpReproduceFile in reproduceFiles:
                 if '*' in tmpReproduceFile:
                     tmpReproduceFile = tmpReproduceFile.replace('*','.*')
                 reproduceFilePatt.append(tmpReproduceFile)
             # get list of jobs which produced interesting files    
             tmpJobList = []
             tmpPandaJobs = []
             for tmpPandaJob in pandaJobs:
                 # check names
                 tmpMatchFlag = False
                 for tmpFile in tmpPandaJob.Files:
                     if tmpFile.type == 'output' and tmpFile.status == 'ready':
                         for tmpReproduceFile in reproduceFilePatt:
                             # normal matching
                             if tmpReproduceFile == tmpFile.lfn:
                                 tmpMatchFlag = True
                                 break
                             # wild card
                             if '*' in tmpReproduceFile and \
                                re.search('^'+tmpReproduceFile,tmpFile.lfn) != None:
                                 tmpMatchFlag = True
                                 break
                         if tmpMatchFlag:
                             break
                 # append
                 if tmpMatchFlag:
                     tmpJobList.append(tmpPandaJob.PandaID)
                     tmpPandaJobs.append(tmpPandaJob)
             # use new list
             jobList = tmpJobList
             pandaJobs = tmpPandaJobs
             if jobList == []:
                 tmpLog.info("No jobs to reproduce files : Jobs in JobID=%s didn't produce lost files" % JobID)
                 continue
         # jobdefID
         newJobdefID = PsubUtils.readJobDefID()
         # reset some parameters
         retryJobs    = []
         retrySite    = None
         retryElement = None
         retryDestSE  = None
         outDsName    = None
         shadowList   = []
         oldLibDS     = None
         newLibDS     = None
         newLibTgz    = None
         rebroMap     = {}
         for idx in range(len(jobList)):
             job = pandaJobs[idx]
             # skip exired
             if job == None:
                 tmpLog.warning("Could not retry jobs older than 30 days : JobID=%s (PandaID=%s) expired" \
                                % (JobID,jobList[idxJob]))
                 return
             # skip jobs reassigned by rebrokerage
             if (job.jobStatus == 'cancelled' and job.taskBufferErrorCode in [105,'105']) or \
                    (job.jobStatus == 'failed' and job.taskBufferErrorCode in [106,'106']):
                 # extract JobIDs of reassigned jobs
                 tmpM = re.search('JobsetID=(\d+) JobID=(\d+)',job.taskBufferErrorDiag)
                 if tmpM != None:
                     tmpRebKey = (tmpM.group(1),tmpM.group(2))
                     if not rebroMap.has_key(tmpRebKey):
                         rebroMap[tmpRebKey] = 0
                     # count # of reassigned jobs
                     rebroMap[tmpRebKey] += 1
                 continue
             # get shadow list
             if (not ignoreDuplication) and outDsName == None and job.prodSourceLabel == 'user':
                 # look for dataset for log since it doesn't have suffix even when --individualOutDS is used
                 for tmpFile in job.Files:
                     if tmpFile.type == 'log':
                         outDsName = tmpFile.dataset
                         break
                 # output dataset was not found    
                 if outDsName == None:
                     tmpLog.error("Could not get output dataset name for JobID=%s (PandaID=%s)" \
                                  % (JobID,job.PandaID))
                     return
                 # get files in shadow
                 if outDsName.endswith('/'):
                     shadowList = Client.getFilesInShadowDataset(
                             outDsName,
                             Client.suffixShadow,
                             self.verbose)
                 else:
                     # disable duplication check mainly for old overlay jobs since non-signal files are wrongly skipped
                     #shadowList = Client.getFilesInShadowDatasetOld(outDsName,Client.suffixShadow,self.verbose)
                     pass
             # unify sitename
             if retrySite == None:
                 retrySite    = job.computingSite
                 retryElement = job.computingElement
                 retryDestSE  = job.destinationSE
             # reset
             job.jobStatus           = None
             job.commandToPilot      = None
             job.startTime           = None
             job.endTime             = None
             job.attemptNr           = 1+job.attemptNr
             for attr in job._attributes:
                 if attr.endswith('ErrorCode') or attr.endswith('ErrorDiag'):
                     setattr(job,attr,None)
             job.transExitCode       = None
             job.computingSite       = retrySite
             job.computingElement    = retryElement
             job.destinationSE       = retryDestSE
             job.dispatchDBlock      = None
             if not unsetRetryID:
                 job.jobExecutionID  = JobID
             job.jobDefinitionID     = newJobdefID
             job.parentID            = job.PandaID
             if job.jobsetID != ['NULL',None,-1]:
                 if not unsetRetryID:
                     job.sourceSite  = job.jobsetID
                 job.jobsetID        = newJobsetID
             skipInputList = []
             numUsedFiles = 0
             # loop over all files    
             for file in job.Files:
                 file.rowID = None
                 if file.type == 'input':
                     # protection against wrong sync which doesn't update buildStatus correctly
                     if not retryBuild and file.lfn.endswith('.lib.tgz') and file.GUID == 'NULL':
                         tmpLog.warning('GUID for %s is unknown. Cannot retry when corresponding buildJob failed' \
                                        % file.lfn)
                         return
                     if not retryBuild or not file.lfn.endswith('.lib.tgz'):
                         file.status = 'ready'
                     # set new lib dataset    
                     if retryBuild and file.lfn.endswith('.lib.tgz'):
                         if newLibTgz != None:
                             file.lfn            = newLibTgz
                             file.dataset        = newLibDS
                             file.dispatchDBlock = newLibDS
                     # check with shadow for non lib.tgz/DBR 
                     tmpDbrMatch = re.search('^DBRelease-.*\.tar\.gz$',file.lfn)
                     if tmpDbrMatch == None and not file.lfn.endswith('.lib.tgz'):
                         if file.lfn in shadowList:
                             skipInputList.append(file)
                         else:
                             numUsedFiles += 1
                 elif file.type in ('output','log'):
                     file.destinationSE = retryDestSE
                     file.destinationDBlock = re.sub('_sub\d+$','',file.destinationDBlock)
                     # add retry num
                     if file.dataset.endswith('/') or job.prodSourceLabel == 'panda':
                         oldOutDsName = file.destinationDBlock
                         retryDsPatt = '_r'
                         if reproduceFiles != []:
                             retryDsPatt = '_rp'
                         retryMatch = re.search(retryDsPatt+'(\d+)$',file.destinationDBlock)
                         if retryMatch == None:
                             file.destinationDBlock += (retryDsPatt+'1')
                         else:
                             tmpDestinationDBlock = re.sub(retryDsPatt+'(\d+)$','',file.destinationDBlock)
                             file.destinationDBlock = tmpDestinationDBlock + retryDsPatt + '%d' % (1+int(retryMatch.group(1)))
                         if job.processingType == 'usermerge':
                             job.jobParameters = job.jobParameters.replace(' %s ' % oldOutDsName,
                                                                           ' %s ' % file.destinationDBlock)
                         # use new dataset name for buildXYZ
                         if job.prodSourceLabel == 'panda':
                             if file.lfn.endswith('.lib.tgz'):
                                 # get new libDS and lib.tgz names
                                 oldLibDS  = file.dataset
                                 file.dataset = file.destinationDBlock
                                 newLibDS = file.dataset
                                 file.lfn = re.sub(oldLibDS,newLibDS,file.lfn)
                                 newLibTgz = file.lfn
                             else:
                                 file.dataset = file.destinationDBlock                                    
                     # add attempt nr
                     oldName  = file.lfn
                     if job.prodSourceLabel == 'panda' and file.lfn.endswith('.lib.tgz'):
                         continue
                     else:
                         # append attempt number at the tail 
                         file.lfn = re.sub("\.\d+$","",file.lfn)
                         file.lfn = "%s.%d" % (file.lfn,job.attemptNr)
                     newName  = file.lfn
                     # modify jobParameters
                     job.jobParameters = re.sub("'%s'" % oldName ,"'%s'" % newName,
                                                job.jobParameters)
                     # look for output in trf
                     oldGenelicName = re.sub('\.\d+$','',oldName)
                     match = re.search(oldGenelicName+'(\.\d+)*(%20|")',job.jobParameters)
                     if match != None:
                         job.jobParameters = job.jobParameters.replace(match.group(0),newName+match.group(2))
             # change lib.tgz name
             if retryBuild and newLibDS != None:
                 job.jobParameters = re.sub(oldLibDS,newLibDS,job.jobParameters)
                 # change destinationDBlock
                 if job.prodSourceLabel == 'panda':
                     job.destinationDBlock = newLibDS
             # all files are used by others
             if numUsedFiles == 0 and skipInputList != []:
                 continue
             # remove skipped files
             strSkipped = ''
             for tmpFile in skipInputList:
                 strSkipped += '%s,' % tmpFile.lfn
                 job.Files.remove(tmpFile)
             strSkipped = strSkipped[:-1]
             # modify jobpar
             if strSkipped != '':
                 optionToSkipFiles = '--skipInputByRetry'
                 if not optionToSkipFiles in job.jobParameters:
                     # just append
                     job.jobParameters += "%s=%s " % (optionToSkipFiles,strSkipped)
                 else:
                     # extract already skipped files
                     tmpMatch = re.search("(%s=[^ ]+)",job.jobParameters)
                     if tmpMatch == None:
                         tmpLog.error("Failed to extract arg of %s for PandaID=%s" \
                                      % (optionToSkipFiles,job.PandaID))
                         return
                     # replace
                     job.jobParameters = re.sub(tmpMatch.group(1),"%s,%s" % (tmpMatch.group(1),optionToSkipFiles),
                                                job.jobParameters)
             if self.verbose:
                 tmpLog.debug(job.jobParameters)
             # append
             retryJobs.append(job)
         # info on rebrokeage    
         if rebroMap != {}:
             for tmpRebKey,tmpRebNumJobs in rebroMap.iteritems():
                 tmpRebSetID,tmpRebJobID = tmpRebKey
                 tmpLog.info('Skip %s jobs since JobID=%s JobsetID=%s already reassigned them to another site' % \
                             (tmpRebNumJobs,tmpRebJobID,tmpRebSetID))
             if retryJobs == []:
                 tmpLog.info("No more jobs to be retried for JobID=%s" % JobID)
                 if isJobset:
                     continue
                 else:
                     return
         # all input files were or are being used by other jobs
         if retryJobs == []:
             tmpLog.info('All input files were or are being used by other jobs for the same output. No jobs to be retried. If you need to ignore duplication check (e.g., using the same EVNT file for multiple simulation subjobs), set ignoreDuplication=True. i.e. retry(123,ignoreDuplication=True)')
             if isJobset:
                 continue
             else:
                 return
         # check voms role
         if not retryJobs[0].workingGroup in ['NULL',None,'']:
             # VOMS role was used 
             if not "--workingGroup" in job.metadata:
                 # extract voms roles from metadata
                 match =  re.search("--voms( |=)[ \"]*([^ \"]+)",job.metadata)
                 if match != None:
                     vomsRoles = match.group(2)
                 else:
                     vomsRoles = "atlas:/atlas/%s/Role=production" % retryJobs[0].workingGroup
             # regenerate proxy with VOMS roles
             try:
                 tmpLog.info("Checking proxy role to resubmit %s jobs" % retryJobs[0].workingGroup)
                 self.gridPassPhrase,self.vomsFQAN = PsubUtils.checkGridProxy(
                         self.gridPassPhrase,
                         False,
                         self.verbose,vomsRoles,
                         useCache=True)
             except:
                 tmpLog.error("Failed to generate a proxy with %s" % vomsRoles)
                 return
         # check runtime env for new site submission
         if (newSite or newOpts != {}):
             if retryJobs[0].processingType == 'pathena' or '--useAthenaPackages' in retryJobs[0].metadata:
                 from pandatools import AthenaUtils
                 stA,retA = AthenaUtils.getAthenaVer()
                 if not stA:
                     tmpLog.error("Failed to get Athena rel/cache version in current runtime env")
                     return
                 athenaVer = retA['athenaVer']
                 cacheVer  = retA['cacheVer']
                 nightVer  = retA['nightVer']
                 wrongSetup = False
                 if retryJobs[0].AtlasRelease != 'Atlas-%s' % athenaVer:
                     wrongSetup = True
                     errMsg =  "Current Athena version Atlas-%s is inconsitent with the previous submission %s. " % (athenaVer,retryJobs[0].AtlasRelease)
                 elif retryJobs[0].homepackage != 'AnalysisTransforms'+cacheVer+nightVer:
                     wrongSetup = True                        
                     errMsg =  "Current cache version %s is inconsitent with the previous submission. " % cacheVer.replace('-','').replace('_','-')
                 if wrongSetup:    
                     errMsg += 'You need to have the same runtime env as before since all job spec need to be re-created to send jobs to a new site. '
                     errMsg += 'Please setup Athena correctly and restart pbook'                        
                     tmpLog.error(errMsg)
                     return
         # test mode
         if noSubmit:
             continue
         # invoke pathena/prun to send job to new site
         if (newSite or newOpts != {}) and retryJobs[0].processingType != 'usermerge':
             # set parent jobID and jobsetID
             newOpts['provenanceID'] = retryJobs[0].jobExecutionID
             newOpts['panda_parentJobsetID'] = retryJobs[0].sourceSite
             tmpLog.info("Constructing job spec again to be sent to another site ...")
             comStat= PsubUtils.execWithModifiedParams(retryJobs,newOpts,self.verbose,newSite)
             if comStat == 0:
                 # update database
                 time.sleep(2)
                 self.sync()
             else:
                 tmpLog.error("Failed to submit jobs to Panda server")                
             return
         # register datasets
         tmpOutDsLocation = Client.PandaSites[retryJobs[-1].computingSite]['ddm']
         addedDataset = []
         shadowDSname = None
         for tmpFile in retryJobs[-1].Files:
             if tmpFile.type in ['output','log'] and tmpFile.dataset.endswith('/'):
                 # add shadow
                 """
                 removed shadow
                 if shadowDSname == None and tmpFile.type == 'log':
                     shadowDSname = "%s%s" % (tmpFile.destinationDBlock,Client.suffixShadow)
                     Client.addDataset(shadowDSname,self.verbose)
                 """    
                 # add datasets    
                 if not tmpFile.destinationDBlock in addedDataset:
                     # create dataset
                     Client.addDataset(
                             tmpFile.destinationDBlock,
                             self.verbose,
                             location=tmpOutDsLocation,
                             dsCheck=False)
                     # add to container
                     Client.addDatasetsToContainer(
                             tmpFile.dataset,
                             [tmpFile.destinationDBlock],
                             self.verbose)
                     # append
                     addedDataset.append(tmpFile.destinationDBlock)
         # register libDS
         if retryBuild and newLibDS != None:
             Client.addDataset(
                     newLibDS,
                     self.verbose,
                     location=tmpOutDsLocation,
                     dsCheck=False)
         # submit
         tmpLog.info("Submitting job ...")            
         status,out = Client.submitJobs(retryJobs,verbose=self.verbose)
         if out == None or status != 0:
             tmpLog.error(status)
             tmpLog.error(out)
             tmpLog.error("Failed to submit jobs to Panda server")
             return
         # update database
         pandaIDstatus = {}
         newJobID = None
         for items in out:
             # get newJobID
             if newJobID == None:
                 newJobID = items[1]
             # check PandaID
             PandaID = items[0]
             if PandaID == 'NULL':
                 tmpLog.error("Panda server returned wrong IDs. It may have a temporary problem")
                 return
             # set newJobsetID
             if newJobsetID in [None,-1]:
                 newJobsetID = items[2]['jobsetID']
             # dummy statuso
             pandaIDstatus[PandaID] = ('defined','NULL')
         # set retry ID
         if not unsetRetryID:
             localJob.retryID = newJobID
             if not newJobsetID in [None,-1,'NULL']:
                 localJob.retryJobsetID = newJobsetID
             try:
                 PdbUtils.updateJobDB(localJob,self.verbose)
             except:
                 tmpLog.error("Failed to set retryID for JobID=%s" % JobID)
                 return
         # set new paramers
         newLocalJob = PdbUtils.convertPtoD(retryJobs,pandaIDstatus)
         newLocalJob.JobID = newJobID
         if not newJobsetID in [None,-1,'NULL']:
             newLocalJob.groupID = newJobsetID
         newLocalJob.creationTime = datetime.datetime.utcnow()
         # insert to DB
         try:
             PdbUtils.insertJobDB(newLocalJob,self.verbose)
         except:
             tmpLog.error("Failed to insert JobID=%s to local repository" % newJobID)
             return
         # write new jobdefID
         PsubUtils.writeJobDefID(newJobID)
         # done
         tmpMsg = 'Done. New JobID=%s' % newJobID
         if not newJobsetID in [None,-1,'NULL']:
             tmpMsg += " JobsetID=%s" % newJobsetID
         tmpLog.info(tmpMsg)
Exemple #5
0
    def master_prepare(self, app, appconfig):
        '''Prepare the master job'''

        from pandatools import Client
        from pandatools import MiscUtils
        from pandatools import AthenaUtils
        from pandatools import PsubUtils
        from taskbuffer.JobSpec import JobSpec
        from taskbuffer.FileSpec import FileSpec
        from pandatools import PandaToolsPkgInfo

        # create a random number for this submission to allow multiple use of containers
        self.rndSubNum = random.randint(1111, 9999)

        job = app._getParent()
        logger.debug('AthenaJediRTHandler master_prepare called for %s',
                     job.getFQID('.'))

        if app.useRootCoreNoBuild:
            logger.info(
                'Athena.useRootCoreNoBuild is True, setting Panda.nobuild=True.'
            )
            job.backend.nobuild = True

        if job.backend.bexec and job.backend.nobuild:
            raise ApplicationConfigurationError(
                None,
                "Contradicting options: job.backend.bexec and job.backend.nobuild are both enabled."
            )

        if job.backend.requirements.rootver != '' and job.backend.nobuild:
            raise ApplicationConfigurationError(
                None,
                "Contradicting options: job.backend.requirements.rootver given and job.backend.nobuild are enabled."
            )

        # Switch on compilation flag if bexec is set or libds is empty
        if job.backend.bexec != '' or not job.backend.nobuild:
            app.athena_compile = True
            for sj in job.subjobs:
                sj.application.athena_compile = True
            logger.info(
                '"job.backend.nobuild=False" or "job.backend.bexec" is set - Panda build job is enabled.'
            )

        if job.backend.nobuild:
            app.athena_compile = False
            for sj in job.subjobs:
                sj.application.athena_compile = False
            logger.info(
                '"job.backend.nobuild=True" or "--nobuild" chosen - Panda build job is switched off.'
            )

        # check for auto datri
        if job.outputdata.location != '':
            if not PsubUtils.checkDestSE(job.outputdata.location,
                                         job.outputdata.datasetname, False):
                raise ApplicationConfigurationError(
                    None, "Problems with outputdata.location setting '%s'" %
                    job.outputdata.location)

        # validate application
        if not app.atlas_release and not job.backend.requirements.rootver and not app.atlas_exetype in [
                'EXE'
        ]:
            raise ApplicationConfigurationError(
                None,
                "application.atlas_release is not set. Did you run application.prepare()"
            )

        self.dbrelease = app.atlas_dbrelease
        if self.dbrelease != '' and self.dbrelease != 'LATEST' and self.dbrelease.find(
                ':') == -1:
            raise ApplicationConfigurationError(
                None,
                "ERROR : invalid argument for DB Release. Must be 'LATEST' or 'DatasetName:FileName'"
            )

        self.runConfig = AthenaUtils.ConfigAttr(app.atlas_run_config)
        for k in self.runConfig.keys():
            self.runConfig[k] = AthenaUtils.ConfigAttr(self.runConfig[k])
        if not app.atlas_run_dir:
            raise ApplicationConfigurationError(
                None,
                "application.atlas_run_dir is not set. Did you run application.prepare()"
            )

        self.rundirectory = app.atlas_run_dir
        self.cacheVer = ''
        if app.atlas_project and app.atlas_production:
            self.cacheVer = "-" + app.atlas_project + "_" + app.atlas_production

        # handle different atlas_exetypes
        self.job_options = ''
        if app.atlas_exetype == 'TRF':
            self.job_options += ' '.join(
                [os.path.basename(fopt.name) for fopt in app.option_file])

            #if not job.outputdata.outputdata:
            #    raise ApplicationConfigurationError(None,"job.outputdata.outputdata is required for atlas_exetype in ['PYARA','ARES','TRF','ROOT','EXE' ] and Panda backend")
            #raise ApplicationConfigurationError(None,"Sorry TRF on Panda backend not yet supported")

            if app.options:
                self.job_options += ' %s ' % app.options

        elif app.atlas_exetype == 'ATHENA':

            if len(app.atlas_environment) > 0 and app.atlas_environment[
                    0].find('DBRELEASE_OVERRIDE') == -1:
                logger.warning(
                    "Passing of environment variables to Athena using Panda not supported. Ignoring atlas_environment setting."
                )

            if job.outputdata.outputdata:
                raise ApplicationConfigurationError(
                    None,
                    "job.outputdata.outputdata must be empty if atlas_exetype='ATHENA' and Panda backend is used (outputs are auto-detected)"
                )
            if app.options:
                if app.options.startswith('-c'):
                    self.job_options += ' %s ' % app.options
                else:
                    self.job_options += ' -c %s ' % app.options

                logger.warning(
                    'The value of j.application.options has been prepended with " -c " '
                )
                logger.warning(
                    'Please make sure to use proper quotes for the values of j.application.options !'
                )

            self.job_options += ' '.join(
                [os.path.basename(fopt.name) for fopt in app.option_file])

            # check for TAG compression
            if 'subcoll.tar.gz' in app.append_to_user_area:
                self.job_options = ' uncompress.py ' + self.job_options

        elif app.atlas_exetype in ['PYARA', 'ARES', 'ROOT', 'EXE']:

            #if not job.outputdata.outputdata:
            #    raise ApplicationConfigurationError(None,"job.outputdata.outputdata is required for atlas_exetype in ['PYARA','ARES','TRF','ROOT','EXE' ] and Panda backend")
            self.job_options += ' '.join(
                [os.path.basename(fopt.name) for fopt in app.option_file])

            # sort out environment variables
            env_str = ""
            if len(app.atlas_environment) > 0:
                for env_var in app.atlas_environment:
                    env_str += "export %s ; " % env_var
            else:
                env_str = ""

            # below fixes issue with runGen -- job_options are executed by os.system when dbrelease is used, and by the shell otherwise
            ## - REMOVED FIX DUE TO CHANGE IN PILOT - MWS 8/11/11
            if job.backend.requirements.usecommainputtxt:
                input_str = '/bin/echo %IN > input.txt; cat input.txt; '
            else:
                input_str = '/bin/echo %IN | sed \'s/,/\\\n/g\' > input.txt; cat input.txt; '
            if app.atlas_exetype == 'PYARA':
                self.job_options = env_str + input_str + ' python ' + self.job_options
            elif app.atlas_exetype == 'ARES':
                self.job_options = env_str + input_str + ' athena.py ' + self.job_options
            elif app.atlas_exetype == 'ROOT':
                self.job_options = env_str + input_str + ' root -b -q ' + self.job_options
            elif app.atlas_exetype == 'EXE':
                self.job_options = env_str + input_str + self.job_options

            if app.options:
                self.job_options += ' %s ' % app.options

        if self.job_options == '':
            raise ApplicationConfigurationError(None, "No Job Options found!")
        logger.info('Running job options: %s' % self.job_options)

        # validate dbrelease
        if self.dbrelease != "LATEST":
            self.dbrFiles, self.dbrDsList = getDBDatasets(
                self.job_options, '', self.dbrelease)

        # handle the output dataset
        if job.outputdata:
            if job.outputdata._name != 'DQ2OutputDataset':
                raise ApplicationConfigurationError(
                    None, 'Panda backend supports only DQ2OutputDataset')
        else:
            logger.info('Adding missing DQ2OutputDataset')
            job.outputdata = DQ2OutputDataset()

        # validate the output dataset name (and make it a container)
        job.outputdata.datasetname, outlfn = dq2outputdatasetname(
            job.outputdata.datasetname, job.id, job.outputdata.isGroupDS,
            job.outputdata.groupname)
        if not job.outputdata.datasetname.endswith('/'):
            job.outputdata.datasetname += '/'

        # add extOutFiles
        self.extOutFile = []
        for tmpName in job.outputdata.outputdata:
            if tmpName != '':
                self.extOutFile.append(tmpName)
        for tmpName in job.backend.extOutFile:
            if tmpName != '':
                self.extOutFile.append(tmpName)

        # use the shared area if possible
        tmp_user_area_name = app.user_area.name
        if app.is_prepared is not True:
            from Ganga.Utility.files import expandfilename
            shared_path = os.path.join(
                expandfilename(getConfig('Configuration')['gangadir']),
                'shared',
                getConfig('Configuration')['user'])
            tmp_user_area_name = os.path.join(
                os.path.join(shared_path, app.is_prepared.name),
                os.path.basename(app.user_area.name))

        # Add inputsandbox to user_area
        if job.inputsandbox:
            logger.warning(
                "Submitting Panda job with inputsandbox. This may slow the submission slightly."
            )

            if tmp_user_area_name:
                inpw = os.path.dirname(tmp_user_area_name)
                self.inputsandbox = os.path.join(
                    inpw, 'sources.%s.tar' %
                    commands.getoutput('uuidgen 2> /dev/null'))
            else:
                inpw = job.getInputWorkspace()
                self.inputsandbox = inpw.getPath(
                    'sources.%s.tar' %
                    commands.getoutput('uuidgen 2> /dev/null'))

            if tmp_user_area_name:
                rc, output = commands.getstatusoutput(
                    'cp %s %s.gz' % (tmp_user_area_name, self.inputsandbox))
                if rc:
                    logger.error('Copying user_area failed with status %d', rc)
                    logger.error(output)
                    raise ApplicationConfigurationError(
                        None, 'Packing inputsandbox failed.')
                rc, output = commands.getstatusoutput('gunzip %s.gz' %
                                                      (self.inputsandbox))
                if rc:
                    logger.error('Unzipping user_area failed with status %d',
                                 rc)
                    logger.error(output)
                    raise ApplicationConfigurationError(
                        None, 'Packing inputsandbox failed.')

            for fname in [os.path.abspath(f.name) for f in job.inputsandbox]:
                fname.rstrip(os.sep)
                path = os.path.dirname(fname)
                fn = os.path.basename(fname)

                #app.atlas_run_dir
                # get Athena versions
                rc, out = AthenaUtils.getAthenaVer()
                # failed
                if not rc:
                    #raise ApplicationConfigurationError(None, 'CMT could not parse correct environment ! \n Did you start/setup ganga in the run/ or cmt/ subdirectory of your athena analysis package ?')
                    logger.warning(
                        "CMT could not parse correct environment for inputsandbox - will use the atlas_run_dir as default"
                    )

                    # as we don't have to be in the run dir now, create a copy of the run_dir directory structure and use that
                    input_dir = os.path.dirname(self.inputsandbox)
                    run_path = "%s/sbx_tree/%s" % (input_dir,
                                                   app.atlas_run_dir)
                    rc, output = commands.getstatusoutput("mkdir -p %s" %
                                                          run_path)
                    if not rc:
                        # copy this sandbox file
                        rc, output = commands.getstatusoutput(
                            "cp %s %s" % (fname, run_path))
                        if not rc:
                            path = os.path.join(input_dir, 'sbx_tree')
                            fn = os.path.join(app.atlas_run_dir, fn)
                        else:
                            raise ApplicationConfigurationError(
                                None,
                                "Couldn't copy file %s to recreate run_dir for input sandbox"
                                % fname)
                    else:
                        raise ApplicationConfigurationError(
                            None,
                            "Couldn't create directory structure to match run_dir %s for input sandbox"
                            % run_path)

                else:
                    userarea = out['workArea']

                    # strip the path from the filename if present in the userarea
                    ua = os.path.abspath(userarea)
                    if ua in path:
                        fn = fname[len(ua) + 1:]
                        path = ua

                rc, output = commands.getstatusoutput(
                    'tar -h -r -f %s -C %s %s' % (self.inputsandbox, path, fn))
                if rc:
                    logger.error('Packing inputsandbox failed with status %d',
                                 rc)
                    logger.error(output)
                    raise ApplicationConfigurationError(
                        None, 'Packing inputsandbox failed.')

            # remove sandbox tree if created
            if "sbx_tree" in os.listdir(os.path.dirname(self.inputsandbox)):
                rc, output = commands.getstatusoutput(
                    "rm -r %s/sbx_tree" % os.path.dirname(self.inputsandbox))
                if rc:
                    raise ApplicationConfigurationError(
                        None,
                        "Couldn't remove directory structure used for input sandbox"
                    )

            rc, output = commands.getstatusoutput('gzip %s' %
                                                  (self.inputsandbox))
            if rc:
                logger.error('Packing inputsandbox failed with status %d', rc)
                logger.error(output)
                raise ApplicationConfigurationError(
                    None, 'Packing inputsandbox failed.')
            self.inputsandbox += ".gz"
        else:
            self.inputsandbox = tmp_user_area_name

        # job name
        jobName = 'ganga.%s' % MiscUtils.wrappedUuidGen()

        # make task
        taskParamMap = {}
        # Enforce that outputdataset name ends with / for container
        if not job.outputdata.datasetname.endswith('/'):
            job.outputdata.datasetname = job.outputdata.datasetname + '/'

        taskParamMap['taskName'] = job.outputdata.datasetname

        taskParamMap['uniqueTaskName'] = True
        taskParamMap['vo'] = 'atlas'
        taskParamMap['architecture'] = AthenaUtils.getCmtConfig(
            athenaVer=app.atlas_release, cmtConfig=app.atlas_cmtconfig)
        if app.atlas_release:
            taskParamMap['transUses'] = 'Atlas-%s' % app.atlas_release
        else:
            taskParamMap['transUses'] = ''
        taskParamMap[
            'transHome'] = 'AnalysisTransforms' + self.cacheVer  #+nightVer

        configSys = getConfig('System')
        gangaver = configSys['GANGA_VERSION'].lower()
        if not gangaver:
            gangaver = "ganga"

        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['processingType'] = '{0}-jedi-athena'.format(gangaver)
        else:
            taskParamMap['processingType'] = '{0}-jedi-run'.format(gangaver)

        #if options.eventPickEvtList != '':
        #    taskParamMap['processingType'] += '-evp'
        taskParamMap['prodSourceLabel'] = 'user'
        if job.backend.site != 'AUTO':
            taskParamMap['cloud'] = Client.PandaSites[
                job.backend.site]['cloud']
            taskParamMap['site'] = job.backend.site
        elif job.backend.requirements.cloud != None and not job.backend.requirements.anyCloud:
            taskParamMap['cloud'] = job.backend.requirements.cloud
        if job.backend.requirements.excluded_sites != []:
            taskParamMap['excludedSite'] = expandExcludedSiteList(job)

        # if only a single site specifed, don't set includedSite
        #if job.backend.site != 'AUTO':
        #    taskParamMap['includedSite'] = job.backend.site
        #taskParamMap['cliParams'] = fullExecString
        if job.backend.requirements.noEmail:
            taskParamMap['noEmail'] = True
        if job.backend.requirements.skipScout:
            taskParamMap['skipScout'] = True
        if not app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap[
                'nMaxFilesPerJob'] = job.backend.requirements.maxNFilesPerJob
        if job.backend.requirements.disableAutoRetry:
            taskParamMap['disableAutoRetry'] = 1
        # source URL
        matchURL = re.search("(http.*://[^/]+)/", Client.baseURLCSRVSSL)
        if matchURL != None:
            taskParamMap['sourceURL'] = matchURL.group(1)

        # dataset names
        outDatasetName = job.outputdata.datasetname
        logDatasetName = re.sub('/$', '.log/', job.outputdata.datasetname)
        # log
        taskParamMap['log'] = {
            'dataset': logDatasetName,
            'container': logDatasetName,
            'type': 'template',
            'param_type': 'log',
            'value': '{0}.${{SN}}.log.tgz'.format(logDatasetName[:-1])
        }
        # job parameters
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['jobParameters'] = [
                {
                    'type': 'constant',
                    'value': ' --sourceURL ${SURL}',
                },
            ]
        else:
            taskParamMap['jobParameters'] = [
                {
                    'type': 'constant',
                    'value': '-j "" --sourceURL ${SURL}',
                },
            ]

        taskParamMap['jobParameters'] += [
            {
                'type': 'constant',
                'value': '-r {0}'.format(self.rundirectory),
            },
        ]

        # output
        # output files
        outMap = {}
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            outMap, tmpParamList = AthenaUtils.convertConfToOutput(
                self.runConfig,
                self.extOutFile,
                job.outputdata.datasetname,
                destination=job.outputdata.location)
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': '-o "%s" ' % outMap
                },
            ]
            taskParamMap['jobParameters'] += tmpParamList

        else:
            if job.outputdata.outputdata:
                for tmpLFN in job.outputdata.outputdata:
                    if len(job.outputdata.datasetname.split('.')) > 2:
                        lfn = '{0}.{1}'.format(
                            *job.outputdata.datasetname.split('.')[:2])
                    else:
                        lfn = job.outputdata.datasetname[:-1]
                    lfn += '.$JOBSETID._${{SN/P}}.{0}'.format(tmpLFN)
                    dataset = '{0}_{1}/'.format(
                        job.outputdata.datasetname[:-1], tmpLFN)
                    taskParamMap[
                        'jobParameters'] += MiscUtils.makeJediJobParam(
                            lfn,
                            dataset,
                            'output',
                            hidden=True,
                            destination=job.outputdata.location)
                    outMap[tmpLFN] = lfn

                taskParamMap['jobParameters'] += [
                    {
                        'type': 'constant',
                        'value': '-o "{0}"'.format(str(outMap)),
                    },
                ]

        if app.atlas_exetype in ["ATHENA"]:
            # jobO parameter
            tmpJobO = self.job_options
            # replace full-path jobOs
            for tmpFullName, tmpLocalName in AthenaUtils.fullPathJobOs.iteritems(
            ):
                tmpJobO = re.sub(tmpFullName, tmpLocalName, tmpJobO)
            # modify one-liner for G4 random seeds
            if self.runConfig.other.G4RandomSeeds > 0:
                if app.options != '':
                    tmpJobO = re.sub('-c "%s" ' % app.options,
                                     '-c "%s;from G4AtlasApps.SimFlags import SimFlags;SimFlags.SeedsG4=${RNDMSEED}" ' \
                                         % app.options,tmpJobO)
                else:
                    tmpJobO = '-c "from G4AtlasApps.SimFlags import SimFlags;SimFlags.SeedsG4=${RNDMSEED}" '
                dictItem = {
                    'type': 'template',
                    'param_type': 'number',
                    'value': '${RNDMSEED}',
                    'hidden': True,
                    'offset': self.runConfig.other.G4RandomSeeds,
                }
                taskParamMap['jobParameters'] += [dictItem]
        elif app.atlas_exetype in ["TRF"]:
            # replace parameters for TRF
            tmpJobO = self.job_options
            # output : basenames are in outMap['IROOT'] trough extOutFile
            tmpOutMap = []
            for tmpName, tmpLFN in outMap['IROOT']:
                tmpJobO = tmpJobO.replace('%OUT.' + tmpName, tmpName)
            # replace DBR
            tmpJobO = re.sub('%DB=[^ \'\";]+', '${DBR}', tmpJobO)

        if app.atlas_exetype in ["TRF"]:
            taskParamMap['useLocalIO'] = 1

        # build
        if job.backend.nobuild:
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value':
                    '-a {0}'.format(os.path.basename(self.inputsandbox)),
                },
            ]
        else:
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': '-l ${LIB}',
                },
            ]

        #
        # input
        if job.inputdata and job.inputdata._name == 'DQ2Dataset':
            if job.backend.requirements.nFilesPerJob > 0 and job.inputdata.number_of_files == 0 and job.backend.requirements.split > 0:
                job.inputdata.number_of_files = job.backend.requirements.nFilesPerJob * job.backend.requirements.split

        if job.inputdata and job.inputdata._name == 'DQ2Dataset' and job.inputdata.number_of_files != 0:
            taskParamMap['nFiles'] = job.inputdata.number_of_files
        elif job.backend.requirements.nFilesPerJob > 0 and job.backend.requirements.split > 0:
            # pathena does this for some reason even if there is no input files
            taskParamMap[
                'nFiles'] = job.backend.requirements.nFilesPerJob * job.backend.requirements.split
        if job.backend.requirements.nFilesPerJob > 0:
            taskParamMap[
                'nFilesPerJob'] = job.backend.requirements.nFilesPerJob

        if job.backend.requirements.nEventsPerFile > 0:
            taskParamMap[
                'nEventsPerFile'] = job.backend.requirements.nEventsPerFile

        if not job.backend.requirements.nGBPerJob in [0, 'MAX']:
            try:
                if job.backend.requirements.nGBPerJob != 'MAX':
                    job.backend.requirments.nGBPerJob = int(
                        job.backend.requirements.nGBPerJob)
            except:
                logger.error("nGBPerJob must be an integer or MAX")
            # check negative
            if job.backend.requirements.nGBPerJob <= 0:
                logger.error("nGBPerJob must be positive")

            # don't set MAX since it is the defalt on the server side
            if not job.backend.requirements.nGBPerJob in [-1, 'MAX']:
                taskParamMap['nGBPerJob'] = job.backend.requirements.nGBPerJob

        if app.atlas_exetype in ["ATHENA", "TRF"]:
            inputMap = {}
            if job.inputdata and job.inputdata._name == 'DQ2Dataset':
                tmpDict = {
                    'type': 'template',
                    'param_type': 'input',
                    'value': '-i "${IN/T}"',
                    'dataset': ','.join(job.inputdata.dataset),
                    'expand': True,
                    'exclude': '\.log\.tgz(\.\d+)*$',
                }
                #if options.inputType != '':
                #    tmpDict['include'] = options.inputType
                taskParamMap['jobParameters'].append(tmpDict)
                taskParamMap['dsForIN'] = ','.join(job.inputdata.dataset)
                inputMap['IN'] = ','.join(job.inputdata.dataset)
            else:
                # no input
                taskParamMap['noInput'] = True
                if job.backend.requirements.split > 0:
                    taskParamMap['nEvents'] = job.backend.requirements.split
                else:
                    taskParamMap['nEvents'] = 1
                taskParamMap['nEventsPerJob'] = 1
                taskParamMap['jobParameters'] += [
                    {
                        'type': 'constant',
                        'value': '-i "[]"',
                    },
                ]
        else:
            if job.inputdata and job.inputdata._name == 'DQ2Dataset':
                tmpDict = {
                    'type': 'template',
                    'param_type': 'input',
                    'value': '-i "${IN/T}"',
                    'dataset': ','.join(job.inputdata.dataset),
                    'expand': True,
                    'exclude': '\.log\.tgz(\.\d+)*$',
                }
                #if options.nSkipFiles != 0:
                #    tmpDict['offset'] = options.nSkipFiles
                taskParamMap['jobParameters'].append(tmpDict)
                taskParamMap['dsForIN'] = ','.join(job.inputdata.dataset)
            else:
                # no input
                taskParamMap['noInput'] = True
                if job.backend.requirements.split > 0:
                    taskParamMap['nEvents'] = job.backend.requirements.split
                else:
                    taskParamMap['nEvents'] = 1
                taskParamMap['nEventsPerJob'] = 1

        # param for DBR
        if self.dbrelease != '':
            dbrDS = self.dbrelease.split(':')[0]
            # change LATEST to DBR_LATEST
            if dbrDS == 'LATEST':
                dbrDS = 'DBR_LATEST'
            dictItem = {
                'type': 'template',
                'param_type': 'input',
                'value': '--dbrFile=${DBR}',
                'dataset': dbrDS,
            }
            taskParamMap['jobParameters'] += [dictItem]
        # no expansion
        #if options.notExpandDBR:
        #dictItem = {'type':'constant',
        #            'value':'--noExpandDBR',
        #            }
        #taskParamMap['jobParameters'] += [dictItem]

        # secondary FIXME disabled
        self.secondaryDSs = {}
        if self.secondaryDSs != {}:
            inMap = {}
            streamNames = []
            for tmpDsName, tmpMap in self.secondaryDSs.iteritems():
                # make template item
                streamName = tmpMap['streamName']
                dictItem = MiscUtils.makeJediJobParam(
                    '${' + streamName + '}',
                    tmpDsName,
                    'input',
                    hidden=True,
                    expand=True,
                    include=tmpMap['pattern'],
                    offset=tmpMap['nSkip'],
                    nFilesPerJob=tmpMap['nFiles'])
                taskParamMap['jobParameters'] += dictItem
                inMap[streamName] = 'tmp_' + streamName
                streamNames.append(streamName)
            # make constant item
            strInMap = str(inMap)
            # set placeholders
            for streamName in streamNames:
                strInMap = strInMap.replace("'tmp_" + streamName + "'",
                                            '${' + streamName + '/T}')
            dictItem = {
                'type': 'constant',
                'value': '--inMap "%s"' % strInMap,
            }
            taskParamMap['jobParameters'] += [dictItem]

        # misc
        jobParameters = ''
        # use Athena packages
        if app.atlas_exetype == 'ARES' or (app.atlas_exetype
                                           in ['PYARA', 'ROOT', 'EXE']
                                           and app.useAthenaPackages):
            jobParameters += "--useAthenaPackages "

        # use RootCore
        if app.useRootCore or app.useRootCoreNoBuild:
            jobParameters += "--useRootCore "

        # use mana
        if app.useMana:
            jobParameters += "--useMana "
            if app.atlas_release != "":
                jobParameters += "--manaVer %s " % app.atlas_release
        # root
        if app.atlas_exetype in ['PYARA', 'ROOT', 'EXE'
                                 ] and job.backend.requirements.rootver != '':
            rootver = re.sub('/', '.', job.backend.requirements.rootver)
            jobParameters += "--rootVer %s " % rootver

        # write input to txt
        #if options.writeInputToTxt != '':
        #    jobParameters += "--writeInputToTxt %s " % options.writeInputToTxt
        # debug parameters
        #if options.queueData != '':
        #    jobParameters += "--overwriteQueuedata=%s " % options.queueData
        # JEM
        #if options.enableJEM:
        #    jobParameters += "--enable-jem "
        #    if options.configJEM != '':
        #        jobParameters += "--jem-config %s " % options.configJEM

        # set task param
        if jobParameters != '':
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': jobParameters,
                },
            ]

        # force stage-in
        if job.backend.accessmode == "LocalIO":
            taskParamMap['useLocalIO'] = 1

        # set jobO parameter
        if app.atlas_exetype in ["ATHENA", "TRF"]:
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': '-j "',
                    'padding': False,
                },
            ]
            taskParamMap[
                'jobParameters'] += PsubUtils.convertParamStrToJediParam(
                    tmpJobO, inputMap, job.outputdata.datasetname[:-1], True,
                    False)
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': '"',
                },
            ]

        else:
            taskParamMap['jobParameters'] += [
                {
                    'type': 'constant',
                    'value': '-p "{0}"'.format(urllib.quote(self.job_options)),
                },
            ]

        # build step
        if not job.backend.nobuild:
            jobParameters = '-i ${IN} -o ${OUT} --sourceURL ${SURL} '

            if job.backend.bexec != '':
                jobParameters += ' --bexec "%s" ' % urllib.quote(
                    job.backend.bexec)

            if app.atlas_exetype == 'ARES' or (app.atlas_exetype
                                               in ['PYARA', 'ROOT', 'EXE']
                                               and app.useAthenaPackages):
                # use Athena packages
                jobParameters += "--useAthenaPackages "
            # use RootCore
            if app.useRootCore or app.useRootCoreNoBuild:
                jobParameters += "--useRootCore "

            # run directory
            if app.atlas_exetype in ['PYARA', 'ARES', 'ROOT', 'EXE']:
                jobParameters += '-r {0} '.format(self.rundirectory)

            # no compile
            #if options.noCompile:
            #    jobParameters += "--noCompile "
            # use mana
            if app.useMana:
                jobParameters += "--useMana "
                if app.atlas_release != "":
                    jobParameters += "--manaVer %s " % app.atlas_release

            # root
            if app.atlas_exetype in [
                    'PYARA', 'ROOT', 'EXE'
            ] and job.backend.requirements.rootver != '':
                rootver = re.sub('/', '.', job.backend.requirements.rootver)
                jobParameters += "--rootVer %s " % rootver

            # cmt config
            if app.atlas_exetype in ['PYARA', 'ARES', 'ROOT', 'EXE']:
                if not app.atlas_cmtconfig in ['', 'NULL', None]:
                    jobParameters += " --cmtConfig %s " % app.atlas_cmtconfig

            #cmtConfig         = AthenaUtils.getCmtConfig(athenaVer=app.atlas_release, cmtConfig=app.atlas_cmtconfig)
            #if cmtConfig:
            #    jobParameters += "--cmtConfig %s " % cmtConfig
            # debug parameters
            #if options.queueData != '':
            #    jobParameters += "--overwriteQueuedata=%s " % options.queueData
            # set task param
            taskParamMap['buildSpec'] = {
                'prodSourceLabel': 'panda',
                'archiveName': os.path.basename(self.inputsandbox),
                'jobParameters': jobParameters,
            }

        # enable merging
        if job.backend.requirements.enableMerge:
            jobParameters = '-r {0} '.format(self.rundirectory)
            if 'exec' in job.backend.requirements.configMerge and job.backend.requirements.configMerge[
                    'exec'] != '':
                jobParameters += '-j "{0}" '.format(
                    job.backend.requirements.configMerge['exec'])
            if not job.backend.nobuild:
                jobParameters += '-l ${LIB} '
            else:
                jobParameters += '-a {0} '.format(
                    os.path.basename(self.inputsandbox))
                jobParameters += "--sourceURL ${SURL} "
            jobParameters += '${TRN_OUTPUT:OUTPUT} ${TRN_LOG:LOG}'
            taskParamMap['mergeSpec'] = {}
            taskParamMap['mergeSpec']['useLocalIO'] = 1
            taskParamMap['mergeSpec']['jobParameters'] = jobParameters
            taskParamMap['mergeOutput'] = True

        # Selected by Jedi
        #if not app.atlas_exetype in ['PYARA','ROOT','EXE']:
        #    taskParamMap['transPath'] = 'http://atlpan.web.cern.ch/atlpan/runAthena-00-00-12'

        logger.debug(taskParamMap)

        # upload sources
        if self.inputsandbox and not job.backend.libds:
            uploadSources(os.path.dirname(self.inputsandbox),
                          os.path.basename(self.inputsandbox))

            if not self.inputsandbox == tmp_user_area_name:
                logger.info('Removing source tarball %s ...' %
                            self.inputsandbox)
                os.remove(self.inputsandbox)

        return taskParamMap
Exemple #6
0
    def retry(self,
              JobsetID,
              newSite=False,
              newOpts={},
              noSubmit=False,
              ignoreDuplication=True):
        # get logger
        tmpLog = PLogger.getPandaLogger()
        # check proxy
        self.gridPassPhrase, self.vomsFQAN = PsubUtils.checkGridProxy(
            self.gridPassPhrase, False, self.verbose)
        # get jobset
        newJobsetID = -1
        jobList = self.getJobIDsWithSetID(JobsetID)
        if jobList == None:
            isJobset = False
            jobList = [JobsetID]
        else:
            isJobset = True
            tmpMsg = "JobsetID=%s is composed of JobID=" % JobsetID
            for tmpJobID in jobList:
                tmpMsg += '%s,' % tmpJobID
            tmpMsg = tmpMsg[:-1]
            tmpLog.info(tmpMsg)
        for JobID in jobList:
            # get job info from local repository
            localJob = self.getJobInfo(JobID)
            if localJob == None:
                tmpLog.warning(
                    "JobID=%s not found in local repository. Synchronization may be needed"
                    % JobID)
                return None
            # skip running job
            if localJob.dbStatus != 'frozen':
                tmpLog.warning('Cannot retry running jobs')
                if isJobset:
                    continue
                else:
                    return
            # skip already retried
            if localJob.retryID != '0':
                if isJobset:
                    tmpLog.info('Skip JobID=%s since already retried by JobID=%s JobsetID=%s' % \
                                (JobID,localJob.retryID,localJob.retryJobsetID))
                    continue
                else:
                    tmpLog.warning('This job was already retried by JobID=%s' %
                                   localJob.retryID)
                    return
            # check status of buildJob
            if not localJob.buildStatus in ['', 'finished']:
                tmpMsgStr = 'Cannot retry since status of buildJob %s is %s (!= finished). ' \
                            % (localJob.PandaID.split(',')[0],localJob.buildStatus)
                tmpMsgStr += 'Please execute %s with the same input/output datasets (or containers). ' % localJob.jobType
                tmpMsgStr += 'It will run only on failed/cancelled/unused input files '
                tmpMsgStr += 'and append output files to the output dataset container'
                tmpLog.warning(tmpMsgStr)
                if isJobset:
                    continue
                else:
                    return
            # check opts for newSite
            if newSite:
                if not localJob.outDS.endswith('/') and not newOpts.has_key(
                        'outDS') and not newOpts.has_key('--outDS'):
                    tmpLog.warning(
                        'You need to specify --outDS in newOpts to retry at new site unless container is used as output'
                    )
                    return
            # get list of failed jobs
            pandaIDs = localJob.PandaID.split(',')
            statusList = localJob.jobStatus.split(',')
            jobList = []
            for idx in range(len(pandaIDs)):
                # check status
                if not statusList[idx] in ['failed', 'cancelled']:
                    continue
                jobList.append(pandaIDs[idx])
            # no failed job
            if jobList == []:
                if isJobset:
                    tmpLog.info('Skip JobID=%s since no failed jobs' % JobID)
                    continue
                else:
                    tmpLog.info('No failed jobs to be retried for JobID=%s' %
                                JobID)
                    return
            # get full job spec
            tmpLog.info("Retrying JobID=%s ..." % JobID)
            tmpLog.info("Getting job info")
            idxJL = 0
            nQuery = 500
            pandaJobs = []
            while idxJL < len(jobList):
                # avoid burst query
                tmpLog.info(" %5s/%s" % (idxJL, len(jobList)))
                status, oTmp = Client.getFullJobStatus(jobList[idxJL:idxJL +
                                                               nQuery],
                                                       verbose=self.verbose)
                if status != 0:
                    tmpLog.error(status)
                    tmpLog.error(oTmp)
                    tmpLog.error("Cannot get job info from Panda server")
                    return
                pandaJobs += oTmp
                idxJL += nQuery
                time.sleep(1)
            tmpLog.info(" %5s/%s" % (len(jobList), len(jobList)))
            # jobdefID
            newJobdefID = PsubUtils.readJobDefID()
            # reset some parameters
            retryJobs = []
            retrySite = None
            retryElement = None
            retryDestSE = None
            outDsName = None
            shadowList = []
            for idx in range(len(jobList)):
                job = pandaJobs[idx]
                # skip exired
                if job == None:
                    tmpLog.warning("Could not retry jobs older than 30 days : JobID=%s (PandaID=%s) expired" \
                                   % (JobID,jobList[idxJob]))
                    return
                # get shadow list
                if (not ignoreDuplication
                    ) and outDsName == None and job.prodSourceLabel == 'user':
                    # look for dataset for log since it doesn't have suffix even when --individualOutDS is used
                    for tmpFile in job.Files:
                        if tmpFile.type == 'log':
                            outDsName = tmpFile.dataset
                            break
                    # output dataset was not found
                    if outDsName == None:
                        tmpLog.error("Could not get output dataset name for JobID=%s (PandaID=%s)" \
                                     % (JobID,job.PandaID))
                        return
                    # get files in shadow
                    if outDsName.endswith('/'):
                        shadowList = Client.getFilesInShadowDataset(
                            outDsName, Client.suffixShadow, self.verbose)
                    else:
                        # disable duplication check mainly for old overlay jobs since non-signal files are wrongly skipped
                        #shadowList = Client.getFilesInShadowDatasetOld(outDsName,Client.suffixShadow,self.verbose)
                        pass
                # unify sitename
                if retrySite == None:
                    retrySite = job.computingSite
                    retryElement = job.computingElement
                    retryDestSE = job.destinationSE
                # reset
                job.jobStatus = None
                job.commandToPilot = None
                job.startTime = None
                job.endTime = None
                job.attemptNr = 1 + job.attemptNr
                for attr in job._attributes:
                    if attr.endswith('ErrorCode') or attr.endswith(
                            'ErrorDiag'):
                        setattr(job, attr, None)
                job.transExitCode = None
                job.computingSite = retrySite
                job.computingElement = retryElement
                job.destinationSE = retryDestSE
                job.dispatchDBlock = None
                job.jobExecutionID = JobID
                job.jobDefinitionID = newJobdefID
                job.parentID = job.PandaID
                if job.jobsetID != ['NULL', None, -1]:
                    job.sourceSite = job.jobsetID
                    job.jobsetID = newJobsetID
                skipInputList = []
                numUsedFiles = 0
                for file in job.Files:
                    file.rowID = None
                    if file.type == 'input':
                        # protection against wrong sync which doesn't update buildStatus correctly
                        if file.lfn.endswith(
                                '.lib.tgz') and file.GUID == 'NULL':
                            tmpLog.warning('GUID for %s is unknown. Cannot retry when corresponding buildJob failed' \
                                           % file.lfn)
                            return
                        file.status = 'ready'
                        # check with shadow for non lib.tgz/DBR
                        tmpDbrMatch = re.search('^DBRelease-.*\.tar\.gz$',
                                                file.lfn)
                        if tmpDbrMatch == None and not file.lfn.endswith(
                                '.lib.tgz'):
                            if file.lfn in shadowList:
                                skipInputList.append(file)
                            else:
                                numUsedFiles += 1
                    elif file.type in ('output', 'log'):
                        file.destinationSE = retryDestSE
                        file.destinationDBlock = re.sub(
                            '_sub\d+$', '', file.destinationDBlock)
                        # add retry num
                        if file.dataset.endswith('/'):
                            retryMatch = re.search('_r(\d+)$',
                                                   file.destinationDBlock)
                            if retryMatch == None:
                                file.destinationDBlock += '_r1'
                            else:
                                tmpDestinationDBlock = re.sub(
                                    '_r(\d+)$', '', file.destinationDBlock)
                                file.destinationDBlock = tmpDestinationDBlock + '_r%d' % (
                                    1 + int(retryMatch.group(1)))
                        # add attempt nr
                        oldName = file.lfn
                        file.lfn = re.sub("\.\d+$", "", file.lfn)
                        file.lfn = "%s.%d" % (file.lfn, job.attemptNr)
                        newName = file.lfn
                        # modify jobParameters
                        job.jobParameters = re.sub("'%s'" % oldName,
                                                   "'%s'" % newName,
                                                   job.jobParameters)
                        # look for output in trf
                        oldGenelicName = re.sub('\.\d+$', '', oldName)
                        match = re.search(oldGenelicName + '(\.\d+)*(%20|")',
                                          job.jobParameters)
                        if match != None:
                            job.jobParameters = job.jobParameters.replace(
                                match.group(0), newName + match.group(2))
                # all files are used by others
                if numUsedFiles == 0 and skipInputList != []:
                    continue
                # remove skipped files
                strSkipped = ''
                for tmpFile in skipInputList:
                    strSkipped += '%s,' % tmpFile.lfn
                    job.Files.remove(tmpFile)
                strSkipped = strSkipped[:-1]
                # modify jobpar
                if strSkipped != '':
                    optionToSkipFiles = '--skipInputByRetry'
                    if not optionToSkipFiles in job.jobParameters:
                        # just append
                        job.jobParameters += "%s=%s " % (optionToSkipFiles,
                                                         strSkipped)
                    else:
                        # extract already skipped files
                        tmpMatch = re.search("(%s=[^ ]+)", job.jobParameters)
                        if tmpMatch == None:
                            tmpLog.error("Failed to extract arg of %s for PandaID=%s" \
                                         % (optionToSkipFiles,job.PandaID))
                            return
                        # replace
                        job.jobParameters = re.sub(
                            tmpMatch.group(1),
                            "%s,%s" % (tmpMatch.group(1), optionToSkipFiles),
                            job.jobParameters)
                if self.verbose:
                    tmpLog.debug(job.jobParameters)
                # append
                retryJobs.append(job)
            # all input files were or are being used by other jobs
            if retryJobs == []:
                tmpLog.info(
                    'All input files were or are being used by other jobs for the same output. No jobs to be retried. If you need to ignore duplication check (e.g., using the same EVNT file for multiple simulation subjobs), set ignoreDuplication=True. i.e. retry(123,ignoreDuplication=True)'
                )
                return
# check voms role
            if not retryJobs[0].workingGroup in ['NULL', None, '']:
                # VOMS role was used
                if not "--workingGroup" in job.metadata:
                    # extract voms roles from metadata
                    match = re.search("--voms( |=)[ \"]*([^ \"]+)",
                                      job.metadata)
                    if match != None:
                        vomsRoles = match.group(2)
                    else:
                        vomsRoles = "atlas:/atlas/%s/Role=production" % retryJobs[
                            0].workingGroup
# regenerate proxy with VOMS roles
                    try:
                        tmpLog.info("Checking proxy role to resubmit %s jobs" %
                                    retryJobs[0].workingGroup)
                        self.gridPassPhrase, self.vomsFQAN = PsubUtils.checkGridProxy(
                            self.gridPassPhrase, False, self.verbose,
                            vomsRoles)
                    except:
                        tmpLog.error("Failed to generate a proxy with %s" %
                                     vomsRoles)
                        return
            # check runtime env for new site submission
            if newSite:
                if retryJobs[
                        0].processingType == 'pathena' or '--useAthenaPackages' in retryJobs[
                            0].metadata:
                    from pandatools import AthenaUtils
                    stA, retA = AthenaUtils.getAthenaVer()
                    if not stA:
                        tmpLog.error(
                            "Failed to get Athena rel/cache version in current runtime env"
                        )
                        return
                    athenaVer = retA['athenaVer']
                    cacheVer = retA['cacheVer']
                    nightVer = retA['nightVer']
                    wrongSetup = False
                    if retryJobs[0].AtlasRelease != 'Atlas-%s' % athenaVer:
                        wrongSetup = True
                        errMsg = "Current Athena version Atlas-%s is inconsitent with the previous submission %s. " % (
                            athenaVer, retryJobs[0].AtlasRelease)
                    elif retryJobs[
                            0].homepackage != 'AnalysisTransforms' + cacheVer + nightVer:
                        wrongSetup = True
                        errMsg = "Current cache version %s is inconsitent with the previous submission. " % cacheVer.replace(
                            '-', '').replace('_', '-')
                    if wrongSetup:
                        errMsg += 'You need to have the same runtime env as before since all job spec need to be re-created to send jobs to a new site. '
                        errMsg += 'Please setup Athena correctly and restart pbook'
                        tmpLog.error(errMsg)
                        return
# test mode
            if noSubmit:
                continue
            # invoke pathena/prun to send job to new site
            if newSite:
                tmpLog.info(
                    "Constrcuting job spec again to be sent to another site ..."
                )
                comStat = PsubUtils.execWithModifiedParams(
                    retryJobs, newOpts, self.verbose)
                if comStat == 0:
                    # update database
                    time.sleep(2)
                    self.sync()
                else:
                    tmpLog.error("Failed to submit jobs to Panda server")
                return
            # register datasets
            tmpOutDsLocation = Client.PandaSites[
                retryJobs[-1].computingSite]['ddm']
            addedDataset = []
            shadowDSname = None
            for tmpFile in retryJobs[-1].Files:
                if tmpFile.type in ['output', 'log'
                                    ] and tmpFile.dataset.endswith('/'):
                    # add shadow
                    if shadowDSname == None and tmpFile.type == 'log':
                        shadowDSname = "%s%s" % (tmpFile.destinationDBlock,
                                                 Client.suffixShadow)
                        Client.addDataset(shadowDSname, self.verbose)
                    # add datasets
                    if not tmpFile.destinationDBlock in addedDataset:
                        # create dataset
                        Client.addDataset(tmpFile.destinationDBlock,
                                          self.verbose,
                                          location=tmpOutDsLocation)
                        # add to container
                        Client.addDatasetsToContainer(
                            tmpFile.dataset, [tmpFile.destinationDBlock],
                            self.verbose)
                        # append
                        addedDataset.append(tmpFile.destinationDBlock)
            # submit
            tmpLog.info("Submitting job ...")
            status, out = Client.submitJobs(retryJobs, verbose=self.verbose)
            if out == None or status != 0:
                tmpLog.error(status)
                tmpLog.error(out)
                tmpLog.error("Failed to submit jobs to Panda server")
                return
            # update database
            pandaIDstatus = {}
            newJobID = None
            for items in out:
                # get newJobID
                if newJobID == None:
                    newJobID = items[1]
                # check PandaID
                PandaID = items[0]
                if PandaID == 'NULL':
                    tmpLog.error(
                        "Panda server returned wrong IDs. It may have a temporary problem"
                    )
                    return
                # set newJobsetID
                if newJobsetID in [None, -1]:
                    newJobsetID = items[2]['jobsetID']
                # dummy statuso
                pandaIDstatus[PandaID] = ('defined', 'NULL')
            # set retry ID
            localJob.retryID = newJobID
            if not newJobsetID in [None, -1, 'NULL']:
                localJob.retryJobsetID = newJobsetID
            try:
                PdbUtils.updateJobDB(localJob, self.verbose)
            except:
                tmpLog.error("Failed to set retryID for JobID=%s" % JobID)
                return
            # set new paramers
            newLocalJob = PdbUtils.convertPtoD(retryJobs, pandaIDstatus)
            newLocalJob.JobID = newJobID
            if not newJobsetID in [None, -1, 'NULL']:
                newLocalJob.groupID = newJobsetID
            newLocalJob.creationTime = datetime.datetime.utcnow()
            # insert to DB
            try:
                PdbUtils.insertJobDB(newLocalJob, self.verbose)
            except:
                tmpLog.error("Failed to insert JobID=%s to local repository" %
                             newJobID)
                return
            # write new jobdefID
            PsubUtils.writeJobDefID(newJobID)
            # done
            tmpMsg = 'Done. New JobID=%s' % newJobID
            if not newJobsetID in [None, -1, 'NULL']:
                tmpMsg += " JobsetID=%s" % newJobsetID
            tmpLog.info(tmpMsg)
    def master_prepare(self, app, appmasterconfig):

        # PandaTools
        from pandatools import Client
        from pandatools import AthenaUtils
        from taskbuffer.JobSpec import JobSpec
        from taskbuffer.FileSpec import FileSpec

        job = app._getParent()
        logger.debug('AthenaMCPandaRTHandler master_prepare called for %s',
                     job.getFQID('.'))
        usertag = configDQ2['usertag']
        #usertag='user09'
        nickname = getNickname(allowMissingNickname=True)
        self.libDataset = '%s.%s.ganga.%s_%d.lib._%06d' % (
            usertag, nickname, commands.getoutput('hostname').split('.')[0],
            int(time.time()), job.id)
        #        self.userprefix='%s.%s.ganga' % (usertag,gridProxy.identity())
        sources = 'sources.%s.tar.gz' % commands.getoutput(
            'uuidgen 2> /dev/null')
        self.library = '%s.lib.tgz' % self.libDataset

        # check DBRelease
        # if job.backend.dbRelease != '' and job.backend.dbRelease.find(':') == -1:
        #   raise ApplicationConfigurationError(None,"ERROR : invalid argument for backend.dbRelease. Must be 'DatasetName:FileName'")

        #       unpack library
        logger.debug('Creating source tarball ...')
        tmpdir = '/tmp/%s' % commands.getoutput('uuidgen 2> /dev/null')
        os.mkdir(tmpdir)

        inputbox = []
        if os.path.exists(app.transform_archive):
            # must add a condition on size.
            inputbox += [File(app.transform_archive)]
        if app.evgen_job_option:
            self.evgen_job_option = app.evgen_job_option
            if os.path.exists(app.evgen_job_option):
                # locally modified job option file to add to the input sand box
                inputbox += [File(app.evgen_job_option)]
                self.evgen_job_option = app.evgen_job_option.split("/")[-1]

#       add input sandbox files
        if (job.inputsandbox):
            for file in job.inputsandbox:
                inputbox += [file]
#        add option files
        for extFile in job.backend.extOutFile:
            try:
                shutil.copy(extFile, tmpdir)
            except IOError:
                os.makedirs(tmpdir)
                shutil.copy(extFile, tmpdir)
#       fill the archive
        for opt_file in inputbox:
            try:
                shutil.copy(opt_file.name, tmpdir)
            except IOError:
                os.makedirs(tmpdir)
                shutil.copy(opt_file.name, tmpdir)
#       now tar it up again

        inpw = job.getInputWorkspace()
        rc, output = commands.getstatusoutput('tar czf %s -C %s .' %
                                              (inpw.getPath(sources), tmpdir))
        if rc:
            logger.error('Packing sources failed with status %d', rc)
            logger.error(output)
            raise ApplicationConfigurationError(None,
                                                'Packing sources failed.')

        shutil.rmtree(tmpdir)

        #       upload sources

        logger.debug('Uploading source tarball ...')
        try:
            cwd = os.getcwd()
            os.chdir(inpw.getPath())
            rc, output = Client.putFile(sources)
            if output != 'True':
                logger.error('Uploading sources %s failed. Status = %d',
                             sources, rc)
                logger.error(output)
                raise ApplicationConfigurationError(
                    None, 'Uploading archive failed')
        finally:
            os.chdir(cwd)

        # Use Panda's brokerage
##         if job.inputdata and len(app.sites)>0:
##             # update cloud, use inputdata's
##             from dq2.info.TiersOfATLAS import whichCloud,ToACache
##             inclouds=[]
##             for site in app.sites:
##                 cloudSite=whichCloud(app.sites[0])
##                 if cloudSite not in inclouds:
##                     inclouds.append(cloudSite)
##             # now converting inclouds content into proper brokering stuff.
##             outclouds=[]
##             for cloudSite in inclouds:
##                 for cloudID, eachCloud in ToACache.dbcloud.iteritems():
##                     if cloudSite==eachCloud:
##                         cloud=cloudID
##                         outclouds.append(cloud)
##                         break

##             print outclouds
##             # finally, matching with user's wishes
##             if len(outclouds)>0:
##                 if not job.backend.requirements.cloud: # no user wish, update
##                     job.backend.requirements.cloud=outclouds[0]
##                 else:
##                     try:
##                         assert job.backend.requirements.cloud in outclouds
##                     except:
##                         raise ApplicationConfigurationError(None,'Input dataset not available in target cloud %s. Please try any of the following %s' % (job.backend.requirements.cloud, str(outclouds)))

        from GangaPanda.Lib.Panda.Panda import runPandaBrokerage

        runPandaBrokerage(job)

        if job.backend.site == 'AUTO':
            raise ApplicationConfigurationError(
                None, 'site is still AUTO after brokerage!')

        # output dataset preparation and registration
        try:
            outDsLocation = Client.PandaSites[job.backend.site]['ddm']
        except:
            raise ApplicationConfigurationError(
                None,
                "Could not extract output dataset location from job.backend.site value: %s. Aborting"
                % job.backend.site)
        if not app.dryrun:
            for outtype in app.outputpaths.keys():
                dset = string.replace(app.outputpaths[outtype], "/", ".")
                dset = dset[1:]
                # dataset registration must be done only once.
                print "registering output dataset %s at %s" % (dset,
                                                               outDsLocation)
                try:
                    Client.addDataset(dset, False, location=outDsLocation)
                    dq2_set_dataset_lifetime(dset, location=outDsLocation)
                except:
                    raise ApplicationConfigurationError(
                        None,
                        "Fail to create output dataset %s. Aborting" % dset)
            # extend registration to build job lib dataset:
            print "registering output dataset %s at %s" % (self.libDataset,
                                                           outDsLocation)

            try:
                Client.addDataset(self.libDataset,
                                  False,
                                  location=outDsLocation)
                dq2_set_dataset_lifetime(self.libDataset, outDsLocation)
            except:
                raise ApplicationConfigurationError(
                    None, "Fail to create output dataset %s. Aborting" %
                    self.libDataset)

        ###
        cacheVer = "-AtlasProduction_" + str(app.prod_release)

        logger.debug("master job submit?")
        self.outsite = job.backend.site
        if app.se_name and app.se_name != "none" and not self.outsite:
            self.outsite = app.se_name

        #       create build job
        jspec = JobSpec()
        jspec.jobDefinitionID = job.id
        jspec.jobName = commands.getoutput('uuidgen 2> /dev/null')
        jspec.AtlasRelease = 'Atlas-%s' % app.atlas_rel
        jspec.homepackage = 'AnalysisTransforms' + cacheVer  #+nightVer
        jspec.transformation = '%s/buildJob-00-00-03' % Client.baseURLSUB  # common base to Athena and AthenaMC jobs: buildJob is a pilot job which takes care of all inputs for the real jobs (in prepare()
        jspec.destinationDBlock = self.libDataset
        jspec.destinationSE = job.backend.site
        jspec.prodSourceLabel = 'panda'
        jspec.assignedPriority = 2000
        jspec.computingSite = job.backend.site
        jspec.cloud = job.backend.requirements.cloud
        #        jspec.jobParameters     = self.args not known yet
        jspec.jobParameters = '-o %s' % (self.library)
        if app.userarea:
            print app.userarea
            jspec.jobParameters += ' -i %s' % (os.path.basename(app.userarea))
        else:
            jspec.jobParameters += ' -i %s' % (sources)
        jspec.cmtConfig = AthenaUtils.getCmtConfig(athenaVer=app.atlas_rel)

        matchURL = re.search('(http.*://[^/]+)/', Client.baseURLSSL)
        if matchURL:
            jspec.jobParameters += ' --sourceURL %s' % matchURL.group(1)

        fout = FileSpec()
        fout.lfn = self.library
        fout.type = 'output'
        fout.dataset = self.libDataset
        fout.destinationDBlock = self.libDataset
        jspec.addFile(fout)

        flog = FileSpec()
        flog.lfn = '%s.log.tgz' % self.libDataset
        flog.type = 'log'
        flog.dataset = self.libDataset
        flog.destinationDBlock = self.libDataset
        jspec.addFile(flog)
        #print "MASTER JOB DETAILS:",jspec.jobParameters

        return jspec
    def prepare(self, app, appconfig, appmasterconfig, jobmasterconfig):
        '''prepare the subjob specific configuration'''

        # PandaTools
        from pandatools import Client
        from pandatools import AthenaUtils
        from taskbuffer.JobSpec import JobSpec
        from taskbuffer.FileSpec import FileSpec

        job = app._getParent()
        logger.debug('AthenaMCPandaRTHandler prepare called for %s',
                     job.getFQID('.'))

        try:
            assert self.outsite
        except:
            logger.error("outsite not set. Aborting")
            raise Exception()

        job.backend.site = self.outsite
        job.backend.actualCE = self.outsite
        cloud = job._getRoot().backend.requirements.cloud
        job.backend.requirements.cloud = cloud

        # now just filling the job from AthenaMC data

        jspec = JobSpec()
        jspec.jobDefinitionID = job._getRoot().id
        jspec.jobName = commands.getoutput('uuidgen 2> /dev/null')
        jspec.AtlasRelease = 'Atlas-%s' % app.atlas_rel

        if app.transform_archive:
            jspec.homepackage = 'AnalysisTransforms' + app.transform_archive
        elif app.prod_release:
            jspec.homepackage = 'AnalysisTransforms-AtlasProduction_' + str(
                app.prod_release)
        jspec.transformation = '%s/runAthena-00-00-11' % Client.baseURLSUB

        #---->????  prodDBlock and destinationDBlock when facing several input / output datasets?

        jspec.prodDBlock = 'NULL'
        if job.inputdata and len(
                app.inputfiles) > 0 and app.inputfiles[0] in app.dsetmap:
            jspec.prodDBlock = app.dsetmap[app.inputfiles[0]]

        # How to specify jspec.destinationDBlock  when more than one type of output is available? Panda prod jobs seem to specify only the last output dataset
        outdset = ""
        for type in ["EVNT", "RDO", "HITS", "AOD", "ESD", "NTUP"]:
            if type in app.outputpaths.keys():
                outdset = string.replace(app.outputpaths[type], "/", ".")
                outdset = outdset[1:-1]
                break
        if not outdset:
            try:
                assert len(app.outputpaths.keys()) > 0
            except:
                logger.error(
                    "app.outputpaths is empty: check your output datasets")
                raise
            type = app.outputpaths.keys()[0]
            outdset = string.replace(app.outputpaths[type], "/", ".")
            outdset = outdset[1:-1]

        jspec.destinationDBlock = outdset
        jspec.destinationSE = self.outsite
        jspec.prodSourceLabel = 'user'
        jspec.assignedPriority = 1000
        jspec.cloud = cloud
        # memory
        if job.backend.requirements.memory != -1:
            jspec.minRamCount = job.backend.requirements.memory
        jspec.computingSite = self.outsite
        jspec.cmtConfig = AthenaUtils.getCmtConfig(athenaVer=app.atlas_rel)
        #       library (source files)
        flib = FileSpec()
        flib.lfn = self.library
        #        flib.GUID           =
        flib.type = 'input'
        #        flib.status         =
        flib.dataset = self.libDataset
        flib.dispatchDBlock = self.libDataset
        jspec.addFile(flib)

        #       input files FIXME: many more input types
        for lfn in app.inputfiles:
            useguid = app.turls[lfn].replace("guid:", "")
            finp = FileSpec()
            finp.lfn = lfn
            finp.GUID = useguid
            finp.dataset = app.dsetmap[lfn]
            finp.prodDBlock = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type = 'input'
            finp.status = 'ready'
            jspec.addFile(finp)
        # add dbfiles if any:
        for lfn in app.dbfiles:
            useguid = app.dbturls[lfn].replace("guid:", "")
            finp = FileSpec()
            finp.lfn = lfn
            finp.GUID = useguid
            finp.dataset = app.dsetmap[lfn]
            finp.prodDBlock = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type = 'input'
            finp.status = 'ready'
            jspec.addFile(finp)
        # then minbias files
        for lfn in app.mbfiles:
            useguid = app.minbias_turls[lfn].replace("guid:", "")
            finp = FileSpec()
            finp.lfn = lfn
            finp.GUID = useguid
            finp.dataset = app.dsetmap[lfn]
            finp.prodDBlock = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type = 'input'
            finp.status = 'ready'
            jspec.addFile(finp)
        # then cavern files
        for lfn in app.cavernfiles:
            useguid = app.cavern_turls[lfn].replace("guid:", "")
            finp = FileSpec()
            finp.lfn = lfn
            finp.GUID = useguid
            finp.dataset = app.dsetmap[lfn]
            finp.prodDBlock = app.dsetmap[lfn]
            finp.prodDBlockToken = 'local'
            finp.dispatchDBlock = app.dsetmap[lfn]
            finp.type = 'input'
            finp.status = 'ready'
            jspec.addFile(finp)


#       output files( this includes the logfiles)
# Output files
        jidtag = ""
        job = app._getParent()  # Returns job or subjob object
        if job._getRoot().subjobs:
            jidtag = job._getRoot().id
        else:
            jidtag = "%d" % job.id
        outfiles = app.subjobsOutfiles[job.id]
        pandaOutfiles = {}
        for type in outfiles.keys():
            pandaOutfiles[type] = outfiles[type] + "." + str(jidtag)
            if type == "LOG":
                pandaOutfiles[type] += ".tgz"
        #print pandaOutfiles

        for outtype in pandaOutfiles.keys():
            fout = FileSpec()
            dset = string.replace(app.outputpaths[outtype], "/", ".")
            dset = dset[1:-1]
            fout.dataset = dset
            fout.lfn = pandaOutfiles[outtype]
            fout.type = 'output'
            #            fout.destinationDBlock = jspec.destinationDBlock
            fout.destinationDBlock = fout.dataset
            fout.destinationSE = jspec.destinationSE
            if outtype == 'LOG':
                fout.type = 'log'
                fout.destinationDBlock = fout.dataset
                fout.destinationSE = job.backend.site
            jspec.addFile(fout)

        #       job parameters
        param = '-l %s ' % self.library  # user tarball.
        # use corruption checker
        if job.backend.requirements.corCheck:
            param += '--corCheck '
        # disable to skip missing files
        if job.backend.requirements.notSkipMissing:
            param += '--notSkipMissing '

        # transform parameters
        # need to update arglist with final output file name...
        newArgs = []
        if app.mode == "evgen":
            app.args[3] = app.args[3] + " -t "
            if app.verbosity:
                app.args[3] = app.args[3] + " -l %s " % app.verbosity

        for arg in app.args[3:]:
            for type in outfiles.keys():
                if arg.find(outfiles[type]) > -1:
                    arg = arg.replace(outfiles[type], pandaOutfiles[type])

            newArgs.append(arg)
        arglist = string.join(newArgs, " ")
        #        print "Arglist:",arglist

        param += ' -r ./ '
        param += ' -j "%s"' % urllib.quote(arglist)

        allinfiles = app.inputfiles + app.dbfiles
        # Input files.
        param += ' -i "%s" ' % allinfiles
        if len(app.mbfiles) > 0:
            param += ' -m "%s" ' % app.mbfiles
        if len(app.cavernfiles) > 0:
            param += ' -n "%s" ' % app.cavernfiles
        #        param += '-m "[]" ' #%minList FIXME
        #        param += '-n "[]" ' #%cavList FIXME

        del pandaOutfiles[
            "LOG"]  # logfiles do not appear in IROOT block, and this one is not needed anymore...
        param += ' -o "{\'IROOT\':%s }"' % str(pandaOutfiles.items())

        # source URL
        matchURL = re.search("(http.*://[^/]+)/", Client.baseURLSSL)
        if matchURL != None:
            param += " --sourceURL %s " % matchURL.group(1)
        param += " --trf"

        jspec.jobParameters = param
        jspec.metadata = "--trf \"%s\"" % arglist

        #print "SUBJOB DETAILS:",jspec.values()
        if app.dryrun:
            print "job.application.dryrun activated, printing out job parameters"
            print jspec.values()
            return

        return jspec