def assignor(url, specific=None, talk=True, options=None):
if userLock() and not options.manual: return
mlock = moduleLock()
if mlock() and not options.manual: return
if not componentInfo().check() and not options.manual: return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = siteInfo()
SI = global_SI()
###NLI = newLockInfo()
###if not NLI.free() and not options.go: return
LI = lockInfo()
#if not LI.free() and not options.go and not options.manual: return
n_assigned = 0
n_stalled = 0
wfos = []
fetch_from = []
if specific or options.early:
fetch_from.extend(['considered', 'staging'])
if specific:
fetch_from.extend(['considered-tried'])
if options.early:
print "Option Early is on"
fetch_from.extend(['staged'])
if options.from_status:
fetch_from = options.from_status.split(',')
print "Overriding to read from", fetch_from
for status in fetch_from:
print "getting wf in", status
wfos.extend(
session.query(Workflow).filter(Workflow.status == status).all())
print len(wfos)
## in case of partial, go for fetching a list from json ?
#if options.partial and not specific:
# pass
aaa_mapping = json.loads(eosRead('%s/equalizor.json' %
monitor_pub_dir))['mapping']
all_stuck = set()
all_stuck.update(
json.loads(eosRead('%s/stuck_transfers.json' % monitor_pub_dir)))
max_per_round = UC.get('max_per_round').get('assignor', None)
max_cpuh_block = UC.get('max_cpuh_block')
# Temporarily switch off prioritization
random.shuffle(wfos)
##order by priority instead of random
"""
if options.early:
cache = sorted(getWorkflows(url, 'assignment-approved', details=True), key = lambda r : r['RequestPriority'])
cache = [r['RequestName'] for r in cache]
def rank( wfn ):
return cache.index( wfn ) if wfn in cache else 0
wfos = sorted(wfos, key = lambda wfo : rank( wfo.name ),reverse=True)
print "10 first",[wfo.name for wfo in wfos[:10]]
print "10 last",[wfo.name for wfo in wfos[-10:]]
else:
random.shuffle( wfos )
"""
for wfo in wfos:
if options.limit and (n_stalled + n_assigned) > options.limit:
break
if max_per_round and (n_stalled + n_assigned) > max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(','))):
continue
#if not specific in wfo.name: continue
if not options.manual and 'rucio' in (wfo.name).lower(): continue
print "\n\n"
wfh = workflowInfo(url, wfo.name)
if wfh.request['RequestStatus'] in [
'rejected', 'aborted', 'aborted-completed', 'aborted-archived',
'rejected-archived'
] and wfh.isRelval():
wfo.status = 'forget'
session.commit()
n_stalled += 1
continue
if options.priority and int(
wfh.request['RequestPriority']) < options.priority:
continue
options_text = ""
if options.early: options_text += ", early option is ON"
wfh.sendLog('assignor',
"%s to be assigned %s" % (wfo.name, options_text))
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput, primary, parent, secondary, sites_allowed,
sites_not_allowed) = wfh.getSiteWhiteList()
output_tiers = list(
set([o.split('/')[-1] for o in wfh.request['OutputDatasets']]))
if not output_tiers:
n_stalled += 1
wfh.sendLog('assignor', 'There is no output at all')
sendLog('assignor',
'Workflow %s has no output at all' % (wfo.name),
level='critical')
continue
is_stuck = (all_stuck & primary)
if is_stuck:
wfh.sendLog('assignor',
"%s are stuck input" % (','.join(is_stuck)))
## check if by configuration we gave it a GO
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
allowed_secondary = {}
assign_parameters = {}
check_secondary = (not wfh.isRelval())
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns:
assign_parameters.update(CI.campaigns[campaign])
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[
campaign]:
if CI.campaigns[campaign]['secondaries']:
allowed_secondary.update(
CI.campaigns[campaign]['secondaries'])
check_secondary = True
if campaign in CI.campaigns and 'banned_tier' in CI.campaigns[
campaign]:
banned_tier = list(
set(CI.campaigns[campaign]['banned_tier'])
& set(output_tiers))
if banned_tier:
no_go = True
wfh.sendLog(
'assignor', 'These data tiers %s are not allowed' %
(','.join(banned_tier)))
sendLog('assignor',
'These data tiers %s are not allowed' %
(','.join(banned_tier)),
level='critical')
if secondary and check_secondary:
if (set(secondary) & set(allowed_secondary.keys()) !=
set(secondary)):
msg = '%s is not an allowed secondary' % (
', '.join(set(secondary) - set(allowed_secondary.keys())))
wfh.sendLog('assignor', msg)
critical_msg = msg + '\nWorkflow URL: https://dmytro.web.cern.ch/dmytro/cmsprodmon/workflows.php?prep_id=task_{}'.format(
wfh.getPrepIDs()[0])
sendLog('assignor', critical_msg, level='critical')
if not options.go:
no_go = True
## then get whether there is something more to be done by secondary
for sec in secondary:
if sec in allowed_secondary: # and 'parameters' in allowed_secondary[sec]:
assign_parameters.update(allowed_secondary[sec])
if no_go:
n_stalled += 1
## make a very loud noise if >100k priority stalled
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] != 'assignment-approved':
if not options.test:
wfh.sendLog('assignor',
"setting %s away and skipping" % wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name, wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor', "cannot decide on version number")
n_stalled += 1
wfo.status = 'trouble'
session.commit()
continue
wfh.sendLog('assignor', "Site white list %s" % sorted(sites_allowed))
blocks = wfh.getBlocks()
if blocks:
wfh.sendLog(
'assignor',
"Needs {} blocks in input {}".format(len(blocks),
'\n'.join(blocks)))
wfh.sendLog('assignor', "Allowed %s" % sorted(sites_allowed))
primary_aaa = options.primary_aaa
secondary_aaa = options.secondary_aaa
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns:
assign_parameters.update(CI.campaigns[wfh.request['Campaign']])
if 'primary_AAA' in assign_parameters and primary:
primary_aaa = primary_aaa or assign_parameters['primary_AAA']
if 'secondary_AAA' in assign_parameters:
secondary_aaa = secondary_aaa or assign_parameters['secondary_AAA']
wfh.sendLog(
'assignor',
"Initial values for primary_AAA=%s and secondary_AAA=%s" %
(primary_aaa, secondary_aaa))
if primary_aaa:
if "T2_CH_CERN_HLT" in sites_allowed:
sites_allowed.remove("T2_CH_CERN_HLT")
if "T2_CH_CERN_HLT" not in sites_not_allowed:
sites_not_allowed.append("T2_CH_CERN_HLT")
## keep track of this, after secondary input location restriction : that's how you want to operate it
initial_sites_allowed = copy.deepcopy(sites_allowed)
set_lfn = '/store/mc' ## by default
for prim in list(primary):
set_lfn = getLFNbase(prim)
## if they are requested for processing, they should bbe all closed already
# FIXME: remove this closeAllBlocks
#closeAllBlocks(url, prim, blocks)
## should be 2 but for the time-being let's lower it to get things going
_copies_wanted, cpuh = wfh.getNCopies()
wfh.sendLog('assignor', "we need %s CPUh" % cpuh)
if cpuh > max_cpuh_block and not options.go:
#sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog(
'assignor',
'%s requires a large numbr of CPUh %s , not assigning, please check with requester'
% (wfo.name, cpuh),
level='critical')
wfh.sendLog(
'assignor',
"Requiring a large number of CPUh %s, not assigning" % cpuh)
continue
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
## default back to white list to original white list with any data
wfh.sendLog('assignor', "Allowed sites :%s" % sorted(sites_allowed))
# TODO Alan on 1/april/2020: keep the AAA functionality
if primary_aaa:
## remove the sites not reachable localy if not in having the data
if not sites_allowed:
wfh.sendLog('assignor',
"Overiding the primary on AAA setting to Off")
primary_aaa = False
else:
aaa_grid = set(sites_allowed)
for site in list(aaa_grid):
aaa_grid.update(aaa_mapping.get(site, []))
sites_allowed = list(set(initial_sites_allowed) & aaa_grid)
wfh.sendLog(
'assignor', "Selected to read primary through xrootd %s" %
sorted(sites_allowed))
isStoreResults = ('StoreResults' == wfh.request.setdefault(
'RequestType', None))
if isStoreResults:
if 'MergedLFNBase' in wfh.request:
set_lfn = wfh.request['MergedLFNBase']
else:
n_stalled += 1
wfh.sendLog(
'assignor',
"Cannot assign StoreResults request because MergedLFN is missing"
)
sendLog(
'assignor',
'Cannot assign StoreResults request because MergedLFN is missing',
level='critical')
continue
if not primary_aaa:
if isStoreResults:
## if we are dealing with a StoreResults request, we don't need to check dataset availability and
## should use the SiteWhiteList set in the original request
if 'SiteWhitelist' in wfh.request:
sites_allowed = wfh.request['SiteWhitelist']
else:
wfh.sendLog(
'assignor',
"Cannot assign StoreResults request because SiteWhitelist is missing"
)
sendLog(
'assignor',
'Cannot assign StoreResults request because SiteWhitelist is missing',
level='critical')
n_stalled += 1
continue
wfh.sendLog('assignor',
"Selected for any data %s" % sorted(sites_allowed))
#if not len(sites_allowed):
# if not options.early:
# wfh.sendLog('assignor',"cannot be assign with no matched sites")
# sendLog('assignor','%s has no whitelist'% wfo.name, level='critical')
# n_stalled+=1
# continue
if not len(sites_allowed) and not options.SiteWhitelist:
if not options.early:
wfh.sendLog('assignor',
"cannot be assign with no matched sites")
sendLog('assignor',
'%s has no whitelist' % wfo.name,
level='critical')
n_stalled += 1
continue
t1t2_only = [
ce for ce in sites_allowed
if [ce.startswith('T1') or ce.startswith('T2')]
]
if t1t2_only:
# try to pick from T1T2 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1t2_only])]
# then pick any otherwise
else:
sites_out = [
SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])
]
print "available=", SI.disk[sites_out[0]]
wfh.sendLog('assignor', "Placing the output on %s" % sites_out)
parameters = {
'SiteWhitelist': sites_allowed,
'SiteBlacklist': sites_not_allowed,
'NonCustodialSites': sites_out,
'AutoApproveSubscriptionSites': list(set(sites_out)),
'AcquisitionEra': wfh.acquisitionEra(),
'ProcessingString': wfh.processingString(),
'MergedLFNBase': set_lfn,
'ProcessingVersion': version,
}
if primary_aaa:
parameters['TrustSitelists'] = True
wfh.sendLog(
'assignor',
"Reading primary through xrootd at %s" % sorted(sites_allowed))
if secondary_aaa:
# Do not set TrustPUSitelist to True if there is no secondary
if secondary:
parameters['TrustPUSitelists'] = True
wfh.sendLog(
'assignor', "Reading secondary through xrootd at %s" %
sorted(sites_allowed))
## plain assignment here
team = 'production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
parameters['Team'] = team
if lheinput:
## throttle reading LHE article
wfh.sendLog('assignor',
'Setting the number of events per job to 500k max')
parameters['EventsPerJob'] = 500000
def pick_options(options, parameters):
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if type(v) == str and ',' in v:
parameters[key] = filter(None, v.split(','))
else:
parameters[key] = v
def pick_campaign(assign_parameters, parameters):
## pick up campaign specific assignment parameters
parameters.update(assign_parameters.get('parameters', {}))
if options.force_options:
pick_campaign(assign_parameters, parameters)
pick_options(options, parameters)
else:
## campaign parameters update last
pick_options(options, parameters)
pick_campaign(assign_parameters, parameters)
if not options.test:
parameters['execute'] = True
hold_split, split_check = wfh.checkSplitting()
if hold_split and not options.go:
if split_check:
wfh.sendLog(
'assignor', 'Holding on to the change in splitting %s' %
('\n\n'.join([str(i) for i in split_check])))
else:
wfh.sendLog('assignor', 'Change of splitting is on hold')
n_stalled += 1
continue
if split_check == None or split_check == False:
n_stalled += 1
continue
elif split_check:
## operate all recommended changes
reqMgrClient.setWorkflowSplitting(url, wfo.name, split_check)
wfh.sendLog(
'assignor', 'Applying the change in splitting %s' %
('\n\n'.join([str(i) for i in split_check])))
split_check = True ## bypass completely and use the above
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi) / float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents / (reqJobs * 1.4))
lumisPerJob = int(eventsPerJob / eventsPerLumi)
if lumisPerJob == 0:
#sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog('assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob),
level='critical')
wfh.sendLog(
'assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
# FIXME: decide which of the lines below needs to remain...
eventsPerJobEstimated = spl[
'events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl[
'avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
#sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog('assignor',
"%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob),
level='critical')
wfh.sendLog(
'assignor', "%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
#sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog(
'assignor',
"leaving splitting untouched for %s, please check on %s"
% (pstring, wfo.name),
level='critical')
wfh.sendLog(
'assignor',
"leaving splitting untouched for PU_RD*, please check."
)
## make sure to autoapprove all NonCustodialSites
parameters['AutoApproveSubscriptionSites'] = list(
set(parameters['NonCustodialSites'] +
parameters.get('AutoApproveSubscriptionSites', [])))
result = reqMgrClient.assignWorkflow(
url, wfo.name, None,
parameters) ## team is not relevant anymore here
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned += 1
wfh.sendLog(
'assignor', "Properly assigned\n%s" %
(json.dumps(parameters, indent=2)))
if wfh.producePremix() and (not wfh.isRelval()):
title = "Heavy workflow assigned to {}".format(
parameters['SiteWhitelist'])
body = "Workflow name: {}".format(
wfh.request['RequestName'])
body += "\nOutput dataset(s): {}".format(
wfh.request['OutputDatasets'])
body += "\nAssigned to: {}".format(
parameters['SiteWhitelist'])
sendEmail(
title,
body,
destination=[
'*****@*****.**'
])
try:
## refetch information and lock output
new_wfi = workflowInfo(url, wfo.name)
(_, prim, _, sec) = new_wfi.getIO()
for secure in list(prim) + list(
sec) + new_wfi.request['OutputDatasets']:
## lock all outputs
LI.lock(secure, reason='assigning')
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output", str(e))
else:
wfh.sendLog(
'assignor',
"Failed to assign %s.\n%s \n Please check the logs" %
(wfo.name, reqMgrClient.assignWorkflow.errorMessage))
sendLog('assignor',
"Failed to assign %s.\n%s \n Please check the logs" %
(wfo.name, reqMgrClient.assignWorkflow.errorMessage),
level='critical')
print "ERROR could not assign", wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor', "Assigned %d Stalled %s" % (n_assigned, n_stalled))
if n_stalled and not options.go and not options.early:
sendLog('assignor',
"%s workflows cannot be assigned. Please take a look" %
(n_stalled),
level='critical')
def assignor(url, specific=None, talk=True, options=None):
if userLock('assignor'): return
CI = campaignInfo()
SI = siteInfo()
wfos = []
if specific:
wfos = session.query(Workflow).filter(Workflow.name == specific).all()
if not wfos:
if specific:
wfos = session.query(Workflow).filter(
Workflow.status == 'considered').all()
wfos.extend(
session.query(Workflow).filter(
Workflow.status == 'staging').all())
wfos.extend(
session.query(Workflow).filter(Workflow.status == 'staged').all())
for wfo in wfos:
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(','))):
continue
#if not specific in wfo.name: continue
print wfo.name, "to be assigned"
wfh = workflowInfo(url, wfo.name)
## check if by configuration we gave it a GO
if not CI.go(wfh.request['Campaign']) and not options.go:
print "No go for", wfh.request['Campaign']
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] != 'assignment-approved':
print wfo.name, wfh.request['RequestStatus'], "skipping"
if not options.test:
continue
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
print "cannot decide on version number"
continue
(lheinput, primary, parent, secondary) = wfh.getIO()
sites_allowed = getSiteWhiteList(
(lheinput, primary, parent, secondary))
print "Allowed", sites_allowed
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
sites_custodial = []
if len(sites_custodial) == 0:
print "No custodial, it's fine, it's covered in close-out"
if len(sites_custodial) > 1:
print "more than one custodial for", wfo.name
sys.exit(36)
secondary_locations = None
for sec in list(secondary):
presence = getDatasetPresence(url, sec)
print sec
print json.dumps(presence, indent=2)
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if frac>90.]
one_secondary_locations = [
site for (site, (there, frac)) in presence.items() if there
]
if secondary_locations == None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(
set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
sites_allowed = [
site for site in sites_allowed if any([
osite.startswith(site) for osite in one_secondary_locations
])
]
sites_all_data = copy.deepcopy(sites_allowed)
sites_with_data = copy.deepcopy(sites_allowed)
sites_with_any_data = copy.deepcopy(sites_allowed)
primary_locations = None
available_fractions = {}
for prim in list(primary):
presence = getDatasetPresence(url, prim)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(
url, prim, sites=[SI.CE_to_SE(site) for site in sites_allowed])
sites_all_data = [
site for site in sites_with_data if any([
osite.startswith(site) for osite in [
psite for (psite, (there, frac)) in presence.items()
if there
]
])
]
sites_with_data = [
site for site in sites_with_data if any([
osite.startswith(site) for osite in [
psite for (psite, frac) in presence.items()
if frac[1] > 90.
]
])
]
sites_with_any_data = [
site for site in sites_with_any_data
if any([osite.startswith(site) for osite in presence.keys()])
]
if primary_locations == None:
primary_locations = presence.keys()
else:
primary_locations = list(
set(primary_locations) & set(presence.keys()))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites = []
## opportunistic running where any piece of data is available
if secondary_locations and primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
opportunistic_sites = [
SI.SE_to_CE(site) for site in list((set(secondary_locations)
& set(primary_locations)) -
set(sites_allowed))
]
print "We could be running at", opportunistic_sites, "in addition"
if available_fractions and not all(
[available >= 1. for available in available_fractions.values()]):
print "The input dataset is not located in full at any site"
print json.dumps(available_fractions)
if not options.test and not options.go: continue ## skip skip skip
copies_wanted = 2.
if available_fractions and not all([
available >= copies_wanted
for available in available_fractions.values()
]):
print "The input dataset is not available", copies_wanted, "times, only", available_fractions.values(
)
if not options.go:
continue
## default back to white list to original white list with any data
print "Allowed", sites_allowed
sites_allowed = sites_with_any_data
print "Selected for any data", sites_allowed
if options.restrict:
print "Allowed", sites_allowed
sites_allowed = sites_with_any_data
print "Selected", sites_allowed
else:
if set(sites_with_data) != set(sites_allowed):
## the data is not everywhere we wanted to run at : enable aaa
print "Sites with 90% data not matching site white list (block choping!)"
print "Resorting to AAA reading for", list(
set(sites_allowed) - set(sites_with_data)), "?"
print "Whitelist site with any data", list(
set(sites_allowed) - set(sites_with_any_data))
#options.useSiteListAsLocation = True
#print "Not commissioned yet"
#continue
#print "We could be running at",opportunistic_sites,"in addition"
##sites_allowed = list(set(sites_allowed+ opportunistic_sites))
if not len(sites_allowed):
print wfo.name, "cannot be assign with no matched sites"
continue
parameters = {
'SiteWhitelist': sites_allowed,
'CustodialSites': sites_custodial,
'NonCustodialSites': sites_out,
'AutoApproveSubscriptionSites': list(set(sites_out)),
'AcquisitionEra': wfh.acquisitionEra(),
'ProcessingString': wfh.processingString(),
'MergedLFNBase': '/store/mc', ## to be figured out ! from Hi shit
'ProcessingVersion': version,
}
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if ',' in v: parameters[key] = filter(None, v.split(','))
else: parameters[key] = v
## pick up campaign specific assignment parameters
parameters.update(CI.parameters(wfh.request['Campaign']))
if not options.test:
parameters['execute'] = True
if not wfh.checkWorkflowSplitting():
## needs to go to event based ? fail for now
print "Falling back to event splitting ?"
#parameters['SplittingAlgorithm'] = 'EventBased'
continue
## plain assignment here
team = 'production'
if options and options.team:
team = options.team
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
else:
print "ERROR could not assign", wfo.name
else:
pass
def transferor(url, specific=None, talk=True, options=None):
if userLock(): return
mlock = moduleLock()
if mlock(): return
use_mcm = True
up = componentInfo(soft=['mcm', 'wtc', 'jira'])
if not up.check(): return
use_mcm = up.status['mcm']
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
#NLI = newLockInfo()
#if not NLI.free(): return
LI = lockInfo()
if not LI.free(): return
mcm = McMClient(dev=False)
dss = DSS()
#allowed_secondary = UC.get('')
print "counting all being handled..."
being_handled = len(
session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('stag')).all())
being_transfered = len(
session.query(Workflow).filter(Workflow.status == 'staging').all())
#being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('assistance-')).all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('assistance-')).filter(
~Workflow.status.contains('custodial')).all())
max_to_handle = options.maxworkflows
max_to_transfer = options.maxstaging
allowed_to_handle = max(0, max_to_handle - being_handled)
allowed_to_transfer = max(0, max_to_transfer - being_transfered)
wf_buffer = 5
if allowed_to_handle <= wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than", max_to_handle, "at a time. Currently", being_handled, "and", wf_buffer, "buffer"
else:
print being_handled, "already being handled", max_to_handle, "max allowed,", allowed_to_handle, "remaining", "and", wf_buffer, "buffer"
if allowed_to_transfer <= wf_buffer:
print "Not allowed to transfer more than", max_to_transfer, "at a time. Currently", being_transfered, "and", wf_buffer, "buffer"
else:
print being_transfered, "already being transfered", max_to_transfer, "max allowed,", allowed_to_transfer, "remaining", "and", wf_buffer, "buffer"
print "... done"
all_transfers = defaultdict(list)
workflow_dependencies = defaultdict(
set) ## list of wf.id per input dataset
wfs_and_wfh = []
max_per_round = UC.get('max_per_round').get('transferor', None)
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
all_to_include = session.query(Workflow).filter(
Workflow.status.startswith('considered')).all()
if len(cache) > 2000:
max_to_include = max_per_round
random.shuffle(cache) ## randomize first by wf name
cache = sorted(cache, key=lambda r: r['RequestPriority'],
reverse=True) ## order by prio
highest = [r['RequestName'] for r in cache[:max_to_include]]
all_to_include = [wfo for wfo in all_to_include if wfo.name in highest]
print "limiting what to consider to", max_to_include, "because there is too much stuff going on. Got", len(
all_to_include)
for wfo in all_to_include:
print "\t", wfo.name
if specific and not specific in wfo.name: continue
cache_r = filter(lambda d: d['RequestName'] == wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append((wfo,
workflowInfo(url,
wfo.name,
spec=False,
request=cache_r[0])))
else:
wfs_and_wfh.append((wfo, workflowInfo(url, wfo.name, spec=False)))
print "... done"
transfers_per_sites = defaultdict(int)
input_sizes = defaultdict(float)
ignored_input_sizes = defaultdict(float)
input_cput = {}
input_st = {}
## list the size of those in transfer already
in_transfer_priority = None
min_transfer_priority = None
print "getting all wf in staging ..."
#stucks = json.loads(open('%s/stuck_transfers.json'%monitor_pub_dir).read())
stucks = json.loads(eosRead('%s/stuck_transfers.json' % monitor_pub_dir))
for wfo in session.query(Workflow).filter(
Workflow.status == 'staging').all():
wfh = workflowInfo(url, wfo.name, spec=False)
#(lheinput,primary,parent,secondary) = wfh.getIO()
#sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
print wfo.name, "staging"
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
for site in sites_allowed: ## we should get the actual transfer destination instead of the full white list
transfers_per_sites[site] += 1
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
blocks = wfh.getBlocks()
for prim in primary:
ds_s = dss.get(prim, blocks=blocks)
if prim in stucks:
wfh.sendLog(
'transferor',
"%s appears stuck, so not counting it %s [GB]" %
(prim, ds_s))
ignored_input_sizes[prim] = max(ds_s,
ignored_input_sizes[prim])
else:
input_sizes[prim] = max(ds_s, input_sizes[prim])
wfh.sendLog('transferor',
"%s needs %s [GB]" % (wfo.name, ds_s))
if in_transfer_priority == None:
in_transfer_priority = int(wfh.request['RequestPriority'])
else:
in_transfer_priority = max(in_transfer_priority,
int(wfh.request['RequestPriority']))
if min_transfer_priority == None:
min_transfer_priority = int(wfh.request['RequestPriority'])
else:
min_transfer_priority = min(min_transfer_priority,
int(wfh.request['RequestPriority']))
try:
print "Ignored input sizes"
ignored_values = list(ignored_input_sizes.items())
ignored_values.sort(key=lambda i: i[1])
print "\n".join(map(str, ignored_values))
print "Considered input sizes"
considered_values = list(input_sizes.items())
considered_values.sort(key=lambda i: i[1])
print "\n".join(map(str, considered_values))
except Exception as e:
print "trying to print the summary of input size"
print str(e)
print "... done"
print "Max priority in transfer already", in_transfer_priority
print "Min priority in transfer already", min_transfer_priority
print "transfers per sites"
print json.dumps(transfers_per_sites, indent=2)
in_transfer_already = sum(input_sizes.values())
cput_in_transfer_already = sum(input_cput.values())
st_in_transfer_already = sum(input_st.values())
## list the size of all inputs
primary_input_per_workflow_gb = defaultdict(float)
print "getting all input sizes ..."
input_blocks = {}
for (wfo, wfh) in wfs_and_wfh:
(_, primary, _, _) = wfh.getIO()
blocks = wfh.getBlocks()
input_blocks[wfo.name] = blocks
for prim in primary:
## do not count it if it appears stalled !
prim_size = dss.get(prim, blocks=blocks)
input_sizes[prim] = max(prim_size, input_sizes[prim])
primary_input_per_workflow_gb[wfo.name] += prim_size
print "... done"
# shuffle first by name
random.shuffle(wfs_and_wfh)
# Sort smallest transfers first; allows us to transfer as many as possible workflows.
def prio_and_size(i, j):
if int(i[1].request['RequestPriority']) == int(
j[1].request['RequestPriority']):
return cmp(int(primary_input_per_workflow_gb.get(j[0].name, 0)),
int(primary_input_per_workflow_gb.get(i[0].name, 0)))
else:
return cmp(int(i[1].request['RequestPriority']),
int(j[1].request['RequestPriority']))
#wfs_and_wfh.sort(cmp = prio_and_size, reverse=True)
#wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(primary_input_per_workflow_gb.get(i[0].name, 0)), int(primary_input_per_workflow_gb.get(j[0].name, 0)) ))
#sort by priority higher first
wfs_and_wfh.sort(cmp=lambda i, j: cmp(int(i[1].request[
'RequestPriority']), int(j[1].request['RequestPriority'])),
reverse=True)
if min_transfer_priority == None or in_transfer_priority == None:
print "nothing is lining up for transfer"
sendLog(
"transferor",
"No request in staging, using first request to set priority limit")
if len(wfs_and_wfh):
min_transfer_priority = wfs_and_wfh[0][1].request[
'RequestPriority']
in_transfer_priority = wfs_and_wfh[0][1].request['RequestPriority']
else:
return
cput_grand_total = sum(input_cput.values())
cput_to_transfer = cput_grand_total - cput_in_transfer_already
st_grand_total = sum(input_st.values())
st_to_transfer = st_grand_total - st_in_transfer_already
print "%15.4f [CPU h] worth already in transfer" % cput_in_transfer_already
print "%15.4f [CPU h] worth is the current requested transfer load" % cput_to_transfer
print "%15.4f [h] worth of absolute system time in transfer" % (
cput_in_transfer_already / SI.availableSlots())
print "%15.4f [h] worth of absolute system time is the current requested transfer load" % (
cput_to_transfer / SI.availableSlots())
print "%15.4f [h] worth of theoritical system time in transfer" % (
st_in_transfer_already)
print "%15.4f [h] worth of theoritical system time is the current requested transfer load" % (
st_to_transfer)
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
#grand_transfer_limit = SI.total_disk()*0.25*1024## half of the free sapce in TB->GB
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered" % in_transfer_already
print "%15.4f GB is the current requested transfer load" % to_transfer
print "%15.4f GB is the global transfer limit" % grand_transfer_limit
print "%15.4f GB is the available limit" % transfer_limit
max_staging_per_site = options.maxstagingpersite
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer = 0 ## so that we can count'em
passing_along = 0
transfer_sizes = defaultdict(float)
went_over_budget = False
destination_cache = {}
no_goes = set()
if max_per_round and not spec:
wfs_and_wfh = wfs_and_wfh[:max_per_round]
for (wfo, wfh) in wfs_and_wfh:
print wfo.name, "to be transfered with priority", wfh.request[
'RequestPriority']
if wfh.request['RequestStatus'] != 'assignment-approved':
if wfh.request['RequestStatus'] in [
'aborted', 'rejected', 'rejected-archived',
'aborted-archived'
]:
if wfh.isRelval():
wfo.status = 'forget'
else:
wfo.status = 'trouble' ## so that we look or a replacement
else:
wfo.status = 'away'
wfh.sendLog(
'transferor', '%s in status %s, setting %s' %
(wfo.name, wfh.request['RequestStatus'], wfo.status))
continue
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
blocks = input_blocks.get(wfo.name, wfh.getBlocks())
if blocks:
print "Reading only", len(blocks), "blocks in input"
this_load = sum([dss.get(prim, blocks=blocks) for prim in primary])
no_budget = False
if (this_load
and (sum(transfer_sizes.values()) + this_load > transfer_limit
or went_over_budget)):
if went_over_budget:
wfh.sendLog('transferor', "Transfer has gone over bubget.")
else:
wfh.sendLog('transferor', "Transfer will go over bubget.")
wfh.sendLog(
'transferor',
"%15.4f GB this load, %15.4f GB already this round, %15.4f GB is the available limit"
% (this_load, sum(transfer_sizes.values()), transfer_limit))
#if sum(transfer_sizes.values()) > transfer_limit:
went_over_budget = True
if in_transfer_priority != None and min_transfer_priority != None:
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over budget" %
(wfh.request['RequestPriority'], in_transfer_priority))
else:
if not options.go:
wfh.sendLog(
'transferor',
"%s minimum priority %s < %s : stop" %
(min_transfer_priority,
wfh.request['RequestPriority'],
in_transfer_priority))
no_budget = True
## throtlle by campaign go
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
no_goes.add(wfo.name)
allowed_secondary = {}
overide_parameters = {}
check_secondary = (not wfh.isRelval())
output_tiers = list(
set([o.split('/')[-1] for o in wfh.request['OutputDatasets']]))
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns:
overide_parameters.update(CI.campaigns[campaign])
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[
campaign]:
if CI.campaigns[campaign]['secondaries']:
allowed_secondary.update(
CI.campaigns[campaign]['secondaries'])
check_secondary = True
if campaign in CI.campaigns and 'banned_tier' in CI.campaigns[
campaign]:
banned_tier = list(
set(CI.campaigns[campaign]['banned_tier'])
& set(output_tiers))
if banned_tier:
no_go = True
wfh.sendLog(
'transferor', 'These data tiers %s are not allowed' %
(','.join(banned_tier)))
sendLog('transferor',
'These data tiers %s are not allowed in %s' %
(','.join(banned_tier), wfo.name),
level='critical')
if secondary and check_secondary:
if (set(secondary) & set(allowed_secondary.keys()) !=
set(secondary)):
msg = '%s is not an allowed secondary' % (
', '.join(set(secondary) - set(allowed_secondary.keys())))
wfh.sendLog('transferor', msg)
critical_msg = msg + '\nWorkflow URL: https://dmytro.web.cern.ch/dmytro/cmsprodmon/workflows.php?prep_id=task_{}'.format(
wfh.getPrepIDs()[0])
sendLog('transferor', critical_msg, level='critical')
if not options.go:
no_go = True
for sec in secondary:
if sec in allowed_secondary:
overide_parameters.update(allowed_secondary[sec])
if 'SiteWhitelist' in overide_parameters:
sites_allowed = list(
set(sites_allowed) & set(overide_parameters['SiteWhitelist']))
wfh.sendLog(
'transferor',
'Intersecting with the overriding whitelist parameters, allowed sites become {}'
.format(sites_allowed))
if no_go:
continue
if passing_along >= allowed_to_handle:
#if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
if in_transfer_priority != None and min_transfer_priority != None:
if int(wfh.request['RequestPriority']
) >= in_transfer_priority and int(
wfh.request['RequestPriority']
) != min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over %s" %
(wfh.request['RequestPriority'], in_transfer_priority,
max_to_handle))
else:
wfh.sendLog(
'transferor',
" Not allowed to pass more than %s at a time. Currently %s handled, and adding %s"
% (max_to_handle, being_handled, passing_along))
if not options.go:
## should not allow to jump that fence
break
if this_load and needs_transfer >= allowed_to_transfer:
if in_transfer_priority != None and min_transfer_priority != None:
if int(wfh.request['RequestPriority']
) >= in_transfer_priority and int(
wfh.request['RequestPriority']
) != min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over %s" %
(wfh.request['RequestPriority'], in_transfer_priority,
max_to_transfer))
else:
wfh.sendLog(
'transferor',
"Not allowed to transfer more than %s at a time. Currently %s transfering, and adding %s"
% (max_to_transfer, being_transfered, needs_transfer))
if not options.go:
no_budget = True
if no_budget:
continue
# break ## try this for a while to make things faster
## the site white list considers site, campaign, memory and core information
if options and options.tosites:
sites_allowed = options.tosites.split(',')
for dataset in list(primary) + list(parent) + list(secondary):
LI.lock(dataset, reason='staging')
if not sites_allowed:
wfh.sendLog('transferor', "not possible site to run at")
#sendEmail("no possible sites","%s has no possible sites to run at"%( wfo.name ))
sendLog('transferor',
"%s has no possible sites to run at" % (wfo.name),
level='critical')
continue
can_go = True
staging = False
allowed = True
primary_destinations = set()
if primary:
copies_needed_from_CPUh, CPUh = wfh.getNCopies()
if talk:
print wfo.name, 'reads', ', '.join(primary), 'in primary'
## chope the primary dataset
for prim in primary:
## keep track of what needs what
workflow_dependencies[prim].add(wfo.id)
max_priority[prim] = max(max_priority[prim],
int(wfh.request['RequestPriority']))
wfh.sendLog(
'transferor', "Would make %s from cpu requirement %s" %
(copies_needed_from_CPUh, CPUh))
copies_needed = copies_needed_from_CPUh
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[
wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[
wfh.request['Campaign']]['maxcopies']
copies_needed = min(copies_needed_from_campaign,
copies_needed)
wfh.sendLog(
'transferor',
"Maxed to %s by campaign configuration %s" %
(copies_needed, wfh.request['Campaign']))
if blocks:
print "limiting to blocks", "\n".join(sorted(blocks))
### new ways of making the whole thing
destinations, all_block_names = getDatasetDestinations(
url,
prim,
within_sites=[SI.CE_to_SE(site) for site in sites_allowed],
only_blocks=blocks)
print json.dumps(destinations, indent=2)
## get where the dataset is in full and completed
prim_location = [
site for (site, info) in destinations.items()
if info['completion'] == 100 and info['data_fraction'] == 1
]
## the rest is places it is going to be
#prim_destination = [site for site in destinations.keys() if not site in prim_location]
prim_destination = [
site for (site, info) in destinations.items()
if info['data_fraction'] == 1 and info['completion'] != 100
]
## veto the site with no current disk space, for things that are not relval
prim_destination = [
site for site in prim_destination
if (SI.disk[site] or wfh.isRelval())
]
if len(prim_location) >= copies_needed:
wfh.sendLog(
'transferor',
"The input is all fully in place at %s sites %s" %
(len(prim_location), sorted(prim_location)))
continue
copies_needed = max(0, copies_needed - len(prim_location))
wfh.sendLog(
'transferor',
"Counting existing copies ; now need %s" % copies_needed)
copies_being_made = [
sum([
info['blocks'].keys().count(block)
for site, info in destinations.items()
if site in prim_destination
]) for block in all_block_names
]
latching_on_transfers = set()
[
latching_on_transfers.update(info['blocks'].values())
for site, info in destinations.items()
if site in prim_destination
]
latching_on_transfers = list(latching_on_transfers)
#print latching_on_transfers
## figure out where all this is going to go
prim_to_distribute = [
site for site in sites_allowed
if not SI.CE_to_SE(site) in prim_location
]
prim_to_distribute = [
site for site in prim_to_distribute
if not SI.CE_to_SE(site) in prim_destination
]
## take out the ones that cannot receive transfers
potential_destinations = len(prim_to_distribute)
#prim_to_distribute = [site for site in prim_to_distribute if not SI.CE_to_SE(site) in SI.sites_veto_transfer]
prim_to_distribute = [
site for site in prim_to_distribute
if (SI.disk[SI.CE_to_SE(site)] or wfh.isRelval())
]
## do we want to restrict transfers if the amount of site in vetoe are too large ?
wfh.sendLog(
'transferor',
"Could be going to: %s" % sorted(prim_to_distribute))
if not prim_to_distribute or any([
transfers_per_sites[site] < max_staging_per_site
for site in prim_to_distribute
]):
## means there is openings let me go
print "There are transfer slots available:", [
(site, transfers_per_sites[site])
for site in prim_to_distribute
]
else:
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over transfer slots available"
% (wfh.request['RequestPriority'],
in_transfer_priority))
else:
wfh.sendLog(
'transferor',
"Not allowed to transfer more than %s per site at a time. Going overboard for %s"
% (max_staging_per_site,
sorted([
site for site in prim_to_distribute
if transfers_per_sites[site] >=
max_staging_per_site
])))
if not options.go:
allowed = False
break
for latching in latching_on_transfers:
existings = session.query(TransferImp).filter(
TransferImp.phedexid == int(latching)).filter(
TransferImp.workflow_id == wfo.id).all()
if not existings:
tri = TransferImp(phedexid=int(latching), workflow=wfo)
print "adding", wfo.id, "with phedexid", latching
session.add(tri)
else:
for existing in existings:
existing.active = True
session.flush()
can_go = False
transfer_sizes[prim] = max(this_load, transfer_sizes[prim])
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
#copies_needed = max(0,copies_needed - len(prim_destination))
copies_needed = max(0, copies_needed - min(copies_being_made))
wfh.sendLog(
'transferor',
"Counting the copies being made ; then need %s" %
copies_needed)
if copies_needed == 0:
wfh.sendLog(
'transferor',
"The input is either fully in place or getting in full somewhere with %s"
% latching_on_transfers)
can_go = True
continue
elif len(prim_to_distribute) == 0:
wfh.sendLog(
'transferor',
"We are going to need extra copies of %s, but no destinations seems available"
% (prim))
sendLog(
'transferor',
"We are going to need extra copies of %s, but no destinations seems available"
% (prim),
level='critical')
print json.dumps(prim_to_distribute, indent=2)
print json.dumps(prim_location, indent=2)
print json.dumps(prim_destination, indent=2)
prim_to_distribute = [
site for site in sites_allowed
if not SI.CE_to_SE(site) in prim_location
]
#prim_to_distribute = [site for site in prim_to_distribute if not SI.CE_to_SE(site) in SI.sites_veto_transfer ]
prim_to_distribute = [
site for site in prim_to_distribute
if (SI.disk[SI.CE_to_SE(site)] or wfh.isRelval())
]
print "changed to"
print json.dumps(prim_to_distribute, indent=2)
if len(
prim_to_distribute
) > 0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
### hard include the tape disk andpoint ?
#tapes = [site for site in getDatasetPresence( url, prim, vetos=['T0','T2','T3','Disk']) if site.endswith('MSS')]
chops, sizes = getDatasetChops(
prim,
chop_threshold=options.chopsize,
only_blocks=blocks)
spreading = distributeToSites(chops,
prim_to_distribute,
n_copies=copies_needed,
weights=SI.cpu_pledges,
sizes=sizes)
## prune the blocks/destination that are already in the making, so that subscription don't overlap
for site in spreading:
for block in list(spreading[site]):
if site in destinations and block in destinations[
site]['blocks'].keys():
## prune it
spreading[site].remove(block)
transfer_sizes[prim] = sum(sizes)
if not spreading:
sendLog(
'transferor',
'cannot send %s to any site, it cannot fit anywhere'
% prim,
level='critical')
wfh.sendLog(
'transferor',
"cannot send to any site. %s cannot seem to fit anywhere"
% (prim))
staging = False
can_go = False
else:
spreading = {}
for site in prim_to_distribute:
if blocks:
spreading[site] = blocks
else:
spreading[site] = [prim]
transfer_sizes[prim] = max(this_load,
transfer_sizes[prim])
can_go = False
wfh.sendLog(
'transferor', "selected CE destinations %s" %
(sorted(spreading.keys())))
for (site, items) in spreading.items():
all_transfers[site].extend(items)
transfers_per_sites[site] += 1
primary_destinations.add(site)
else:
can_go = False
allowed = False
if not allowed:
wfh.sendLog('transferor', "Not allowed to move on with")
continue
if secondary:
override_sec_destination = []
if 'SecondaryLocation' in CI.campaigns[wfh.request['Campaign']]:
override_sec_destination = CI.campaigns[
wfh.request['Campaign']]['SecondaryLocation']
if 'SecondaryLocation' in overide_parameters:
override_sec_destination = overide_parameters[
'SecondaryLocation']
print wfo.name, 'reads', ', '.join(secondary), 'in secondary'
for sec in secondary:
workflow_dependencies[sec].add(wfo.id)
if True:
## new style, failing on minbias
if not sec in destination_cache:
## this is barbbaric, and does not show the correct picture on workflow by workflow with different whitelist
destination_cache[sec], _ = getDatasetDestinations(
url, sec) ## NO SITE WHITE LIST ADDED
#destination_cache[sec],_ = getDatasetDestinations(url, sec, within_sites = [SI.CE_to_SE(site) for site in sites_allowed])
## limit to the site whitelist NOW
se_allowed = set(
[SI.CE_to_SE(site) for site in sites_allowed])
destinations = dict([
(k, v) for (k, v) in destination_cache[sec].items()
if k in se_allowed
])
## truncate location/destination to those making up for >90% of the dataset
bad_destinations = [
destinations.pop(site)
for (site, info) in destinations.items()
if info['data_fraction'] < 0.9
]
print sec, json.dumps(destinations, indent=2)
sec_location = [
site for (site, info) in destinations.items()
if info['completion'] >= 95
]
sec_destination = [
site for site in destinations.keys()
if not site in sec_location
] ## this is in SE
else:
## old style
presence = getDatasetPresence(url, sec)
sec_location = [
site for site, pres in presence.items()
if pres[1] > 90.
] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions(url, sec)
sec_destination = [site for site in subscriptions]
## how to make unified understand that it has to wait for the secondary if the sec_destination and
#sec_to_distribute = [site for site in sites_allowed if not any([osite.startswith(site) for osite in sec_location])]
sec_to_distribute = [
site for site in sites_allowed
if not SI.CE_to_SE(site) in sec_location
]
#sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in sec_destination])]
sec_to_distribute = [
site for site in sec_to_distribute
if not SI.CE_to_SE(site) in sec_destination
]
presitespace_sec_to_distribute = copy.deepcopy(
sec_to_distribute)
#sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
#sec_to_distribute = [site for site in sec_to_distribute if not SI.CE_to_SE(site) in SI.sites_veto_transfer]
sec_to_distribute = [
site for site in sec_to_distribute
if (SI.disk[SI.CE_to_SE(site)] or wfh.isRelval())
]
## at this point you have a problem
if len(sec_to_distribute) == 0 and len(
presitespace_sec_to_distribute):
sendLog(
'transferor',
'%s is getting no possible destinations because of lack of space. To be decided what to do in general'
% (sec),
level='critical')
if override_sec_destination:
## intersect with where we want the PU to be
not_needed_anymore = list(
set(sec_to_distribute) - set(override_sec_destination))
#sendEmail("secondary superfluous","the dataset %s could be removed from %s"%( sec, not_needed_anymore ))
sendLog(
'transferor',
"the dataset %s could be removed from %s" %
(sec, not_needed_anymore))
sec_to_distribute = list(
set(sec_to_distribute) & set(override_sec_destination))
if len(sec_to_distribute) > 0:
print "secondary could go to", sorted(sec_to_distribute)
sec_size = dss.get(sec)
for site in sec_to_distribute:
site_se = SI.CE_to_SE(site)
if (SI.disk[site_se] *
1024.) > sec_size or wfh.isRelval():
wfh.sendLog('transferor',
'Sending %s to %s' % (sec, site))
all_transfers[site].append(sec)
can_go = False
else:
print "could not send the secondary input to", site_se, "because it is too big for the available disk", SI.disk[
site_se] * 1024, "GB need", sec_size
if primary_destinations and site in primary_destinations:
#sendEmail('secondary input too big','%s is too big (%s) for %s (%s)'%( sec, sec_size, site_se, SI.disk[site_se]*1024))
sendLog(
'transferor',
'%s is too big (%s) for %s (%s). %s will not be able to run there.'
% (sec, sec_size, site_se,
SI.disk[site_se] * 1024, wfo.name),
level='critical')
wfh.sendLog(
'transferor',
'%s is too big (%s) for %s (%s). will not be able to run there.'
% (sec, sec_size, site_se,
SI.disk[site_se] * 1024))
else:
## this is bas overall
print "the secondary input does not have to be send to site"
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
wfh.sendLog(
'transferor',
"latches on existing transfers, and nothing else, settin staging"
)
wfo.status = 'staging'
needs_transfer += 1
else:
wfh.sendLog(
'transferor', "should just be assigned now to %s" %
sorted(sites_allowed))
wfo.status = 'staged'
passing_along += 1
wfh.sendLog('transferor',
"setting %s status to %s" % (wfo.name, wfo.status))
#session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
wfh.sendLog('transferor', "latches on existing transfers")
if not options.test:
wfo.status = 'staging'
wfh.sendLog(
'transferor',
"setting %s status to %s" % (wfo.name, wfo.status))
#session.commit()
wfh.sendLog('transferor', "needs a transfer")
needs_transfer += 1
passing_along += 1
if no_goes:
#sendEmail("no go for managing","No go for \n"+"\n".join( no_goes ))
sendLog('transferor',
"No go for \n" + "\n".join(sorted(no_goes)),
level='critical')
print "accumulated transfers"
print json.dumps(all_transfers, indent=2)
fake_id = -1
wf_id_in_prestaging = set()
for (site, items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
#if site in SI.sites_veto_transfer:
# print site,"does not want transfers"
# continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
block_datasets = list(set([it.split('#')[0] for it in blocks]))
datasets = [it for it in items_to_transfer if not '#' in it]
details_text = "Making a replica to %s (CE) %s (SE) for" % (site,
site_se)
#print "\t",len(blocks),"blocks"
## remove blocks if full dataset is send out
blocks = [
block for block in blocks if not block.split('#')[0] in datasets
]
#print "\t",len(blocks),"needed blocks for",list(set([block.split('#')[0] for block in blocks]))
#print "\t",len(datasets),"datasets"
#print "\t",datasets
details_text += '\n\t%d blocks' % len(blocks)
details_text += '\n\t%d needed blocks for %s' % (
len(blocks),
sorted(list(set([block.split('#')[0] for block in blocks]))))
details_text += '\n\t%d datasets' % len(datasets)
details_text += '\n\t%s' % sorted(datasets)
items_to_transfer = blocks + datasets
if execute:
sendLog('transferor', details_text)
else:
print "Would make a replica to", site, "(CE)", site_se, "(SE) for"
print details_text
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y', 'yes', 'go']:
continue
transfered_items = defaultdict(set)
if execute:
priority = 'normal'
cds = [
ds for ds in set(datasets + block_datasets)
if ds in max_priority
]
## bucketize the transfers by priority of workflows
prioritized_items = defaultdict(set)
for item in items_to_transfer:
d = item.split('#')[0]
p = max_priority.get(d, 80000)
q = 'normal'
if p > 100000:
q = 'reserved'
elif p < 70000:
q = 'low'
prioritized_items[q].add(item)
for priority, items in prioritized_items.items():
result = makeReplicaRequest(url,
site_se,
list(items),
'prestaging',
priority=priority,
approve=True)
if result:
these_transfers = [
o['id'] for o in result['phedex']['request_created']
]
#phedexids.extend( these_transfers )
for ph in these_transfers:
transfered_items[ph].update(items)
else:
sendLog(
'transferor',
'Could not make a replica request for items %s to site %s'
% (items, site_se),
level='critical')
#result = makeReplicaRequest(url, site_se, items_to_transfer, 'prestaging', priority=priority, approve=True)
#phedexids = [o['id'] for o in result['phedex']['request_created']]:
#else:
# #result= {'phedex':{'request_created' : []}}
# phedexids = []
# fake_id-=1
if not transfered_items:
sendLog(
'transferor',
'Could not make a replica request for items %s to site %s' %
(items_to_transfer, site),
level='critical')
continue
for phedexid, items in transfered_items.items():
print phedexid, "transfer created"
for transfering in list(
set(map(lambda it: it.split('#')[0], items))):
for wfid in workflow_dependencies[transfering]:
new_transfer = session.query(TransferImp).filter(
TransferImp.phedexid == int(phedexid)).filter(
TransferImp.workflow_id == wfid).first()
if not new_transfer:
new_transfer = TransferImp(
phedexid=phedexid,
workflow=session.query(Workflow).get(wfid))
session.add(new_transfer)
else:
new_transfer.active = True
wf_id_in_prestaging.add(wfid)
#session.commit()
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status != 'staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting", tr_wf.name, "to staging"
#session.commit()
## one big session commit at the end that everything went fine
session.commit()
def new_recoveror(url, specific, options=None):
if userLock('recoveror'): return
up = componentInfo(soft=['mcm', 'wtc'])
if not up.check(): return
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
wfs = session.query(Workflow).filter(
Workflow.status.contains('recovery')).all()
if specific:
wfs.extend(
session.query(Workflow).filter(
Workflow.status == 'assistance-manual').all())
try:
from_operator = json.loads(
os.popen(
'curl -s http://vocms0113.cern.ch/actions/test.json').read())
## now we have a list of things that we can take action on
except:
pass
for wfo in wfs:
if specific and not specific in wfo.name: continue
if not specific and 'manual' in wfo.status: continue
wfi = workflowInfo(url, wfo.name)
send_recovery = False ## will make all acdc
send_clone = False ## will make a clone
send_back = False ## should just reject. manual ?
send_manual = False ## will set in manual
where_to_run, missing_to_run = wfi.getRecoveryInfo()
task_to_recover = where_to_run.keys()
## if the site at which the recovery could run in drain or out ?
for task in task_to_recover:
not_ready = set(where_to_run[task]) - set(SI.sites_ready)
if not_ready:
print "the following sites are not ready for the ACDC", ",".join(
sorted(not_ready))
## do we have a way of telling if a site is going to be out for a long time ?
# check on priority: high prio, restart
if wfi.request['RequestPriority'] >= 85000:
send_clone = True
# check on age of the request
injection_time = time.mktime(
time.strptime(
'.'.join(map(str, wfi.request['RequestDate'])),
"%Y.%m.%d.%H.%M.%S")) / (60. * 60.)
now = time.mktime(time.gmtime()) / (60. * 60.)
if float(now - injection_time) < 14.:
## less than 14 days, start over
send_clone = True
else:
send_manual = True
if not send_recovery:
## check on whether the stats is very low
pass
if send_recovery:
## make acdc for all tasks
for task in task_to_recover:
actions = list(
set([
case['solution']
for code, case in task_to_recover[task]
]))
acdc = singleRecovery(url, task, wfi.request, actions, do=True)
elif send_clone:
## this will get it cloned
wfo.status = 'assistance-clone'
session.commit()
elif send_manual:
wfo.status = 'assistance-manual'
def assignor(url, specific=None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
#SI = siteInfo()
SI = global_SI()
#NLI = newLockInfo()
#if not NLI.free() and not options.go: return
LI = lockInfo()
if not LI.free() and not options.go: return
n_assigned = 0
n_stalled = 0
wfos = []
fetch_from = []
if specific or options.early:
fetch_from.extend(['considered', 'staging'])
if specific:
fetch_from.extend(['considered-tried'])
if options.early:
print "Option Early is on"
fetch_from.extend(['staged'])
if options.from_status:
fetch_from = options.from_status.split(',')
print "Overriding to read from", fetch_from
for status in fetch_from:
print "getting wf in", status
wfos.extend(
session.query(Workflow).filter(Workflow.status == status).all())
print len(wfos)
## in case of partial, go for fetching a list from json ?
#if options.partial and not specific:
# pass
dataset_endpoints = json.loads(
open('%s/dataset_endpoints.json' % monitor_dir).read())
aaa_mapping = json.loads(
open('%s/equalizor.json' % monitor_pub_dir).read())['mapping']
all_stuck = set()
all_stuck.update(
json.loads(open('%s/stuck_transfers.json' % monitor_pub_dir).read()))
all_stuck.update(getAllStuckDataset())
max_per_round = UC.get('max_per_round').get('assignor', None)
max_cpuh_block = UC.get('max_cpuh_block')
##order by priority instead of random
if options.early:
cache = sorted(getWorkflows(url, 'assignment-approved', details=True),
key=lambda r: r['RequestPriority'])
cache = [r['RequestName'] for r in cache]
def rank(wfn):
return cache.index(wfn) if wfn in cache else 0
wfos = sorted(wfos, key=lambda wfo: rank(wfo.name), reverse=True)
print "10 first", [wfo.name for wfo in wfos[:10]]
print "10 last", [wfo.name for wfo in wfos[-10:]]
else:
random.shuffle(wfos)
for wfo in wfos:
if options.limit and (n_stalled + n_assigned) > options.limit:
break
if max_per_round and (n_stalled + n_assigned) > max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(','))):
continue
#if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo(url, wfo.name)
if wfh.request['RequestStatus'] in [
'rejected', 'aborted', 'aborted-completed', 'aborted-archived',
'rejected-archived'
] and wfh.isRelval():
wfo.status = 'forget'
session.commit()
n_stalled += 1
continue
if options.priority and int(
wfh.request['RequestPriority']) < options.priority:
continue
options_text = ""
if options.early: options_text += ", early option is ON"
if options.partial:
options_text += ", partial option is ON"
options_text += ", good fraction is %.2f" % options.good_enough
wfh.sendLog('assignor',
"%s to be assigned%s" % (wfo.name, options_text))
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
output_tiers = list(
set([o.split('/')[-1] for o in wfh.request['OutputDatasets']]))
if not output_tiers:
n_stalled += 1
wfh.sendLog('assignor', 'There is no output at all')
sendLog('assignor',
'Workflow %s has no output at all' % (wfo.name),
level='critical')
continue
is_stuck = (all_stuck & primary)
if is_stuck:
wfh.sendLog('assignor',
"%s are stuck input" % (','.join(is_stuck)))
## check if by configuration we gave it a GO
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
allowed_secondary = {}
assign_parameters = {}
check_secondary = (not wfh.isRelval())
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns:
assign_parameters.update(CI.campaigns[campaign])
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[
campaign]:
if CI.campaigns[campaign]['secondaries']:
allowed_secondary.update(
CI.campaigns[campaign]['secondaries'])
check_secondary = True
if campaign in CI.campaigns and 'banned_tier' in CI.campaigns[
campaign]:
banned_tier = list(
set(CI.campaigns[campaign]['banned_tier'])
& set(output_tiers))
if banned_tier:
no_go = True
wfh.sendLog(
'assignor', 'These data tiers %s are not allowed' %
(','.join(banned_tier)))
sendLog('assignor',
'These data tiers %s are not allowed' %
(','.join(banned_tier)),
level='critical')
if secondary and check_secondary:
if (set(secondary) & set(allowed_secondary.keys()) !=
set(secondary)):
wfh.sendLog(
'assignor', '%s is not an allowed secondary' %
(', '.join(set(secondary) -
set(allowed_secondary.keys()))))
sendLog(
'assignor',
'%s is not an allowed secondary' %
(', '.join(set(secondary) -
set(allowed_secondary.keys()))),
level='critical')
if not options.go:
no_go = True
## then get whether there is something more to be done by secondary
for sec in secondary:
if sec in allowed_secondary: # and 'parameters' in allowed_secondary[sec]:
assign_parameters.update(allowed_secondary[sec])
if no_go:
n_stalled += 1
## make a very loud noise if >100k priority stalled
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] != 'assignment-approved':
if not options.test:
wfh.sendLog('assignor',
"setting %s away and skipping" % wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name, wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor', "cannot decide on version number")
n_stalled += 1
wfo.status = 'trouble'
session.commit()
continue
original_sites_allowed = copy.deepcopy(sites_allowed)
wfh.sendLog('assignor', "Site white list %s" % sorted(sites_allowed))
override_sec_location = CI.get(wfh.request['Campaign'],
'SecondaryLocation', [])
blocks = wfh.getBlockWhiteList()
rwl = wfh.getRunWhiteList()
if rwl:
## augment with run white list
for dataset in primary:
blocks = list(set(blocks +
getDatasetBlocks(dataset, runs=rwl)))
lwl = wfh.getLumiWhiteList()
if lwl:
## augment with lumi white list
for dataset in primary:
blocks = list(
set(blocks + getDatasetBlocks(dataset, lumis=lwl)))
wfh.sendLog('assignor', "Allowed %s" % sorted(sites_allowed))
secondary_locations = None
primary_aaa = options.primary_aaa
secondary_aaa = options.secondary_aaa
do_partial = False #options.good_enough if options.partial else 0
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns:
assign_parameters.update(CI.campaigns[wfh.request['Campaign']])
if 'primary_AAA' in assign_parameters:
primary_aaa = primary_aaa or assign_parameters['primary_AAA']
if 'secondary_AAA' in assign_parameters:
secondary_aaa = secondary_aaa or assign_parameters['secondary_AAA']
if 'partial_copy' in assign_parameters:
## can this only work if there is a stuck input ? maybe not
## this is a number. 0 means no
print "Could do partial disk copy assignment"
if is_stuck or options.partial:
do_partial = assign_parameters['partial_copy']
wfh.sendLog(
'assignor',
"Overiding partial copy assignment to %.2f fraction" %
do_partial)
#sendEmail('stuck input to assignment','%s is stuck for assigning %s and going fractional'%(','.join( is_stuck), wfo.name))
do_partial = options.good_enough if options.partial else do_partial
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
#sendEmail("tempting to pass sec location check","but we cannot yet IMO")
#pass
presence = getDatasetPresence(url, sec)
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [
site for (site, (there, frac)) in presence.items()
if frac > 98.
]
if secondary_aaa:
if not one_secondary_locations:
sec_availability = getDatasetBlocksFraction(url, sec)
if sec_availability >= 1. and options.go:
## there is at least one copy of each block on disk. We should go ahead and let it go.
wfh.sendLog(
'assignor',
"The secondary %s is available %s times on disk, and usable"
% (sec, sec_availability))
else:
## not even a copy on disk anywhere !!!!
sites_allowed = [] ## will block the assignment
wfh.sendLog(
'assignor',
"The secondary %s is nowhere on disk" % sec)
#just continue without checking
continue
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations == None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(
set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [
site for site in sites_allowed
if SI.CE_to_SE(site) in one_secondary_locations
]
wfh.sendLog(
'assignor', "From/after secondary requirement, now Allowed%s" %
sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy(
sites_allowed
) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy(sites_allowed)
sites_with_data = copy.deepcopy(sites_allowed)
sites_with_any_data = copy.deepcopy(sites_allowed)
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
endpoints = set()
for prim in list(primary):
if prim in dataset_endpoints:
print "endpoints from stagor", dataset_endpoints[prim]
endpoints.update(dataset_endpoints[prim])
set_lfn = getLFNbase(prim)
presence = getDatasetPresence(url, prim, only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(
url,
prim,
sites=[SI.CE_to_SE(site) for site in sites_allowed],
only_blocks=blocks)
if primary_aaa:
available_fractions[prim] = getDatasetBlocksFraction(
url, prim, only_blocks=blocks)
sites_all_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in [
psite for (psite, (there, frac)) in presence.items()
if there
]
]
if primary_aaa:
sites_all_data = list(
set([
SI.SE_to_CE(psite)
for (psite, (there, frac)) in presence.items() if there
]))
sites_with_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in
[psite for (psite, frac) in presence.items() if frac[1] > 90.]
]
sites_with_any_data = [
site for site in sites_with_any_data
if SI.CE_to_SE(site) in presence.keys()
]
if primary_aaa:
sites_with_any_data = list(
set([SI.SE_to_CE(psite) for psite in presence.keys()]))
wfh.sendLog(
'assignor', "Holding the data but not allowed %s" % sorted(
list(
set([
se_site for se_site in presence.keys()
if not SI.SE_to_CE(se_site) in sites_allowed
]))))
if primary_locations == None:
primary_locations = presence.keys()
else:
primary_locations = list(
set(primary_locations) & set(presence.keys()))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites = []
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in
list((set(secondary_locations) & set(primary_locations)) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
elif primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in list(
set(primary_locations) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
else:
opportunistic_sites = []
wfh.sendLog(
'assignor', "We could be running in addition at %s" %
sorted(opportunistic_sites))
if any(
[osite in SI.sites_not_ready
for osite in opportunistic_sites]):
wfh.sendLog(
'assignor', "One of the usable site is in downtime %s" % ([
osite for osite in opportunistic_sites
if osite in SI.sites_not_ready
]))
down_time = True
## should this be send back to considered ?
## should be 2 but for the time-being let's lower it to get things going
copies_wanted, cpuh = wfh.getNCopies()
wfh.sendLog('assignor', "we need %s CPUh" % cpuh)
if cpuh > max_cpuh_block and not options.go:
#sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog(
'assignor',
'%s requires a large numbr of CPUh %s , not assigning, please check with requester'
% (wfo.name, cpuh),
level='critical')
wfh.sendLog(
'assignor',
"Requiring a large number of CPUh %s, not assigning" % cpuh)
continue
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[
wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[
wfh.request['Campaign']]['maxcopies']
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(
1, copies_wanted -
less_copies_than_requested) # take one out for the efficiency
else:
## find out whether there is a site in the whitelist, that is lacking jobs and reduce to 1 copy needed to get things going
pass
wfh.sendLog('assignor',
"needed availability fraction %s" % copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
## default back to white list to original white list with any data
wfh.sendLog('assignor', "Allowed sites :%s" % sorted(sites_allowed))
if primary_aaa:
## remove the sites not reachable localy if not in having the data
if not sites_all_data:
wfh.sendLog('assignor',
"Overiding the primary on AAA setting to Off")
primary_aaa = False
else:
aaa_grid = set(sites_all_data)
for site in list(aaa_grid):
aaa_grid.update(aaa_mapping.get(site, []))
sites_allowed = list(set(initial_sites_allowed) & aaa_grid)
wfh.sendLog(
'assignor', "Selected to read primary through xrootd %s" %
sorted(sites_allowed))
isStoreResults = ('StoreResults' == wfh.request.setdefault(
'RequestType', None))
if isStoreResults:
if 'MergedLFNBase' in wfh.request:
set_lfn = wfh.request['MergedLFNBase']
else:
n_stalled += 1
wfh.sendLog(
'assignor',
"Cannot assign StoreResults request because MergedLFN is missing"
)
sendLog(
'assignor',
'Cannot assign StoreResults request because MergedLFN is missing',
level='critical')
continue
if not primary_aaa:
if not isStoreResults:
sites_allowed = sites_with_any_data
else:
## if we are dealing with a StoreResults request, we don't need to check dataset availability and
## should use the SiteWhiteList set in the original request
if 'SiteWhitelist' in wfh.request:
sites_allowed = wfh.request['SiteWhitelist']
else:
wfh.sendLog(
'assignor',
"Cannot assign StoreResults request because SiteWhitelist is missing"
)
sendLog(
'assignor',
'Cannot assign StoreResults request because SiteWhitelist is missing',
level='critical')
n_stalled += 1
continue
available_fractions = {}
wfh.sendLog('assignor',
"Selected for any data %s" % sorted(sites_allowed))
### check on endpoints for on-going transfers
if do_partial:
if endpoints:
end_sites = [SI.SE_to_CE(s) for s in endpoints]
sites_allowed = list(set(sites_allowed + end_sites))
if down_time and not any(osite in SI.sites_not_ready
for osite in end_sites):
print "Flip the status of downtime, since our destinations are good"
down_time = False
print "with added endpoints", sorted(end_sites)
else:
print "Cannot do partial assignment without knowin the endpoints"
n_stalled += 1
continue
#if not len(sites_allowed):
# if not options.early:
# wfh.sendLog('assignor',"cannot be assign with no matched sites")
# sendLog('assignor','%s has no whitelist'% wfo.name, level='critical')
# n_stalled+=1
# continue
low_pressure = SI.sites_low_pressure(0.4)
## if any of the site allowed is low pressure : reduce to 1 copy so that it gets started
allowed_and_low = sorted(set(low_pressure) & set(sites_allowed))
if allowed_and_low:
wfh.sendLog(
'assignor',
"The workflow can run at %s under low pressure currently" %
(','.join(allowed_and_low)))
copies_wanted = max(1., copies_wanted - 1.)
if available_fractions and not all([
available >= copies_wanted
for available in available_fractions.values()
]):
not_even_once = not all([
available >= 1. for available in available_fractions.values()
])
above_good = all([
available >= do_partial
for available in available_fractions.values()
])
wfh.sendLog(
'assignor',
"The input dataset is not available %s times, only %s" %
(copies_wanted, available_fractions.values()))
if down_time and not options.go and not options.early:
wfo.status = 'considered'
session.commit()
wfh.sendLog(
'assignor',
"sending back to considered because of site downtime, instead of waiting"
)
#sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
sendLog(
'assignor',
'%s is not sufficiently available, due to down time of a site in the whitelist. sending back to considered.'
% (wfo.name),
level='delay')
n_stalled += 1
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known and not options.limit and not options.go and not options.early and not (
do_partial and above_good):
wfh.sendLog(
'assignor',
"cannot be assigned, %s is not sufficiently available.\n %s"
% (wfo.name, json.dumps(available_fractions)))
#sendEmail( "cannot be assigned","%s is not sufficiently available.\n %s"%(wfo.name,json.dumps(available_fractions)))
known.append(wfo.name)
open('cannot_assign.json',
'w').write(json.dumps(known, indent=2))
if options.early:
if wfo.status == 'considered':
wfh.sendLog('assignor', "setting considered-tried")
wfo.status = 'considered-tried'
session.commit()
else:
print "tried but status is", wfo.status
if do_partial and above_good:
print "Will move on with partial locations"
else:
n_stalled += 1
continue
if not len(sites_allowed):
if not options.early:
wfh.sendLog('assignor',
"cannot be assign with no matched sites")
sendLog('assignor',
'%s has no whitelist' % wfo.name,
level='critical')
n_stalled += 1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [
SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])
]
wfh.sendLog('assignor', "Placing the output on %s" % sites_out)
parameters = {
'SiteWhitelist': sites_allowed,
'NonCustodialSites': sites_out,
'AutoApproveSubscriptionSites': list(set(sites_out)),
'AcquisitionEra': wfh.acquisitionEra(),
'ProcessingString': wfh.processingString(),
'MergedLFNBase': set_lfn,
'ProcessingVersion': version,
}
if primary_aaa:
parameters['TrustSitelists'] = True
wfh.sendLog(
'assignor',
"Reading primary through xrootd at %s" % sorted(sites_allowed))
if secondary_aaa:
parameters['TrustPUSitelists'] = True
wfh.sendLog(
'assignor', "Reading secondary through xrootd at %s" %
sorted(sites_allowed))
## plain assignment here
team = 'production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
parameters['Team'] = team
if lheinput:
## throttle reading LHE article
wfh.sendLog('assignor',
'Setting the number of events per job to 500k max')
parameters['EventsPerJob'] = 500000
def pick_options(options, parameters):
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if type(v) == str and ',' in v:
parameters[key] = filter(None, v.split(','))
else:
parameters[key] = v
def pick_campaign(assign_parameters, parameters):
## pick up campaign specific assignment parameters
parameters.update(assign_parameters.get('parameters', {}))
if options.force_options:
pick_campaign(assign_parameters, parameters)
pick_options(options, parameters)
else:
## campaign parameters update last
pick_options(options, parameters)
pick_campaign(assign_parameters, parameters)
if not options.test:
parameters['execute'] = True
hold_split, split_check = wfh.checkSplitting()
if hold_split and not options.go:
if split_check:
wfh.sendLog(
'assignor', 'Holding on to the change in splitting %s' %
('\n\n'.join([str(i) for i in split_check])))
else:
wfh.sendLog('assignor', 'Change of splitting is on hold')
n_stalled += 1
continue
if split_check == None or split_check == False:
n_stalled += 1
continue
elif split_check:
## operate all recommended changes
reqMgrClient.setWorkflowSplitting(url, wfo.name, split_check)
wfh.sendLog(
'assignor', 'Applying the change in splitting %s' %
('\n\n'.join([str(i) for i in split_check])))
split_check = True ## bypass completely and use the above
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi) / float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents / (reqJobs * 1.4))
lumisPerJob = int(eventsPerJob / eventsPerLumi)
if lumisPerJob == 0:
#sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog('assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob),
level='critical')
wfh.sendLog(
'assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl[
'events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl[
'avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
#sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog('assignor',
"%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob),
level='critical')
wfh.sendLog(
'assignor', "%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
#sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog(
'assignor',
"leaving splitting untouched for %s, please check on %s"
% (pstring, wfo.name),
level='critical')
wfh.sendLog(
'assignor',
"leaving splitting untouched for PU_RD*, please check."
)
if isHEPCloudReady(url) and wfh.isGoodForNERSC():
parameters['Team'] = 'hepcloud'
parameters['SiteWhitelist'] = ['T3_US_NERSC']
if primary:
parameters['TrustSitelists'] = True
if secondary:
parameters['TrustPUSitelists'] = True
sendEmail("sending work to hepcloud",
"pleasse check on %s" % wfh.request['RequestName'],
destination=['*****@*****.**'])
## make sure to autoapprove all NonCustodialSites
parameters['AutoApproveSubscriptionSites'] = list(
set(parameters['NonCustodialSites'] +
parameters.get('AutoApproveSubscriptionSites', [])))
result = reqMgrClient.assignWorkflow(
url, wfo.name, None,
parameters) ## team is not relevant anymore here
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned += 1
wfh.sendLog(
'assignor', "Properly assigned\n%s" %
(json.dumps(parameters, indent=2)))
try:
## refetch information and lock output
new_wfi = workflowInfo(url, wfo.name)
(_, prim, _, sec) = new_wfi.getIO()
for secure in list(prim) + list(
sec) + new_wfi.request['OutputDatasets']:
## lock all outputs
LI.lock(secure, reason='assigning')
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output", str(e))
else:
wfh.sendLog(
'assignor',
"Failed to assign %s.\n%s \n Please check the logs" %
(wfo.name, reqMgrClient.assignWorkflow.errorMessage))
sendLog('assignor',
"Failed to assign %s.\n%s \n Please check the logs" %
(wfo.name, reqMgrClient.assignWorkflow.errorMessage),
level='critical')
print "ERROR could not assign", wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor', "Assigned %d Stalled %s" % (n_assigned, n_stalled))
if n_stalled and not options.go and not options.early:
sendLog('assignor',
"%s workflows cannot be assigned. Please take a look" %
(n_stalled),
level='critical')
def actor(url,options=None):
if userLock('actor'): return
up = componentInfo(mcm=False, soft=['mcm'])
if not up.check(): return
# CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
# Need to look at the actions page https://vocms0113.cern.ch:80/getaction (can add ?days=20) and perform any actions listed
try:
action_list = json.loads(os.popen('curl -s -k https://vocms0113.cern.ch:80/getaction?days=15').read())
## now we have a list of things that we can take action on
except:
print "Not able to load action list :("
sendLog('actor','Not able to load action list', level='critical')
return
print action_list
if not action_list:
print "EMPTY!"
return
for wfname in action_list:
print '-'*100
print "Looking at",wfname,"for recovery options"
to_clone = False
to_acdc = False
for key in action_list[wfname]:
if key == 'Parameters':
tasks = action_list[wfname][key]
elif key == 'Action' and action_list[wfname][key] == 'acdc':
print "Going to create ACDCs for ", wfname
to_acdc = True
elif key == 'Action' and action_list[wfname][key] == 'clone':
print "Going to clone ", wfname
to_clone = True
if not to_acdc and not to_clone:
sendLog('actor','Action submitted for something other than acdc and clone for workflow %s'%wfname,level='critical')
print "Can only do acdcs and clones! Skipping workflow ",wfname
continue
if not tasks:
sendLog('actor','Empty action submitted for workflow %s'%wfname,level='critical')
print "Moving on. Parameters is blank for " + wfname
continue
wfi = workflowInfo(url, wfname)
recover = True
message_to_ops = ""
message_to_user = ""
#===========================================================
if to_clone and options.do:
print "Let's try kill and clone: "
wfi.sendLog('actor','Going to clone %s'%wfname)
results=[]
datasets = set(wfi.request['OutputDatasets'])
comment=""
if 'comment' in tasks: comment = ", reason: "+ tasks['comment']
wfi.sendLog('actor',"invalidating the workflow by traffic controller %s"%comment)
#Reject all workflows in the family
#first reject the original workflow.
reqMgrClient.invalidateWorkflow(url, wfi.request['RequestName'], current_status=wfi.request['RequestStatus'], cascade=False)
#Then reject any ACDCs associated with that workflow
if 'ACDCs' in action_list[wfname]:
children = action_list[wfname]['ACDCs']
for child in children:
wfi.sendLog('actor',"rejecting %s"%child)
wfi_acdc = workflowInfo(url, child)
reqMgrClient.invalidateWorkflow(url, wfi_acdc.request['RequestName'], current_status=wfi_acdc.request['RequestStatus'], cascade=False)
datasets.update( wfi_acdc.request['OutputDatasets'] )
#Invalidate all associated output datasets
for dataset in datasets:
results.append( setDatasetStatus(dataset, 'INVALID') )
if all(map(lambda result : result in ['None',None,True],results)):
wfi.sendLog('actor',"%s and children are rejected"%wfname)
cloned = None
try:
cloned = singleClone(url, wfname, tasks, comment, options.do)
except:
sendLog('actor','Failed to create clone for %s! Check logs for more information. Action will need to be resubmitted.'%wfname,level='critical')
wfi.sendLog('actor','Failed to create clone for %s!'%wfname)
remove_action(wfname)
if not cloned:
recover = False
wfi.sendLog('actor','Failed to create clone for %s!'%wfname)
sendLog('actor','Failed to create clone for %s!'%wfname,level='critical')
else:
wfi.sendLog('actor',"Workflow %s cloned"%wfname)
#===========================================================
elif to_acdc:
if 'AllSteps' in tasks:
allTasksDefaults = tasks['AllSteps']
tasks.pop('AllSteps')
for setting in allTasksDefaults:
for task in tasks:
if setting in tasks[task]:
tasks[task][setting] = allTasksDefaults[setting]
else:
tasks[task].append({setting:allTasksDefaults[setting]})
print "Tasks is "
print tasks
all_tasks = wfi.getAllTasks()
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
try:
WMErr = wfi.getWMErrors()
# print WMErr
except:
sendLog('actor','Cannot create ACDCS for %s because WMErr cannot be reached.'%wfname,level='critical')
continue
if not WMErr:
sendLog('actor','Cannot create ACDCS for %s because WMErr is blank.'%wfname,level='critical')
print "Moving on. WMErr is blank"
continue
try:
where_to_run, missing_to_run,missing_to_run_at = wfi.getRecoveryInfo()
print "Where to run = "
print where_to_run
except:
sendLog('actor','Cannot create ACDCS for %s because recovery info cannot be found.'%wfname,level='critical')
print "Moving on. Cannot access recovery info for " + wfname
continue
if not where_to_run:
sendLog('actor','Cannot create ACDCS for %s because site list cannot be found.'%wfname,level='critical')
print "Moving on. where to run is blank"
continue
message_to_ops = ""
message_to_user = ""
num_tasks_to_recover = 0
for task in WMErr:
if 'LogCollect' in task: continue
if 'Cleanup' in task: continue
if not 'jobfailed' in WMErr[task]:
continue
else:
num_tasks_to_recover += 1
# print "Task to recover: " + task
if not num_tasks_to_recover:
print "\tno error for",wfname
# recover = False
if 'LheInputFiles' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
sendLog('actor','Cannot create ACDCS for %s because it is a pLHE workflow.'%wfname,level='critical')
print "We don't try to recover pLHE. Moving on."
recover = False
# sendEmail('cannot submit action', '%s is a pLHE workflow. We do not try to recover pLHE'%wfname)
# if wfi.request['RequestType'] in ['ReReco']:
# recover= False
# print 'cannot submit action. ReReco'
# sendEmail('cannot submit action', '%s is request type ReReco'%wfname)
recovering = set()
for task in tasks:
assign_to_sites = set()
print "Task names is " + task
fulltaskname = '/' + wfname + '/' + task
# print "Full task name is " + fulltaskname
wrong_task = False
for task_info in all_tasks:
if fulltaskname == task_info.pathName:
if task_info.taskType not in ['Processing','Production','Merge']:
wrong_task=True
wfi.sendLog('actor', "Skipping task %s because the taskType is %s. Can only ACDC Processing, Production, or Merge tasks"%( fulltaskname, task_info.taskType))
if wrong_task:
continue
print tasks[task]
actions = tasks[task]
for action in actions:
if action.startswith('sites'):
if type(actions[action]) != list:
assign_to_sites=[SI.SE_to_CE(actions[action])]
else:
assign_to_sites=list(set([SI.SE_to_CE(site) for site in actions[action]]))
# if action.startswith('mem') and actions[action] != "" and actions[action] != 'Same' and wfi.request['RequestType'] in ['TaskChain']:
# recover = False;
# print "Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname
# wfi.sendLog('actor',"Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname)
if not 'sites' in actions:
assign_to_sites = list(set([SI.SE_to_CE(site) for site in where_to_run[task]]))
print "Found",sorted(assign_to_sites),"as sites where to run the ACDC at, from the acdc doc of ",wfname
print "Going to run at",sorted(assign_to_sites)
if recover:
print "Initiating recovery"
acdc = singleRecovery(url, fulltaskname, wfi.request, actions, do = options.do)
if not acdc:
if options.do:
if recovering:
print wfname + " has been partially ACDC'ed. Needs manual attention."
sendLog('actor', "%s has had %s/%s recoveries %s only"%( wfname, len(recovering), num_tasks_to_recover, list(recovering)), level='critical')
wfi.sendLog('actor', "%s has had %s/%s recoveries %s only"%( wfname, len(recovering), num_tasks_to_recover, list(recovering)))
break
else:
print wfname + " failed recovery once"
recover = False
break
else:
print "no action to take further"
# sendLog('recoveror', "ACDC for %s can be done automatically"% wfname, level='critical')
continue
else: #ACDC was made correctly. Now we have to assign it.
wfi.sendLog('actor','ACDC created for task %s. Actions taken \n%s'%(fulltaskname,list(actions)))
team = wfi.request['Teams'][0]
parameters={
'SiteWhitelist' : sorted(assign_to_sites),
'AcquisitionEra' : wfi.acquisitionEra(),
'ProcessingString' : wfi.processingString(),
'MergedLFNBase' : wfi.request['MergedLFNBase'],
'ProcessingVersion' : wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request['RequestType'] == 'TaskChain' and 'Merge' in task.split('/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'xrootd' in actions:
if actions['xrootd'] == 'enabled':
print "Going to assign via xrootd"
parameters['TrustSitelists'] = True
elif actions['xrootd'] == 'disabled':
parameters['TrustSitelists'] = False
elif ('TrustSitelists' in wfi.request and wfi.request['TrustSitelists']=='true'):
parameters['TrustSitelists'] = True
else:
parameters['TrustSitelists'] = False
if 'TrustPUSitelists' in wfi.request and wfi.request['TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC",acdc
parameters['execute']=True
wfi.sendLog('actor',"%s was assigned for recovery"% acdc)
else:
print "no assignment done with this ACDC",acdc
sendLog('actor',"%s needs to be assigned"%(acdc), level='critical')
continue
# print parameters
result = reqMgrClient.assignWorkflow(url, acdc, team, parameters)
if not result:
print acdc,"was not assigned"
sendLog('actor',"%s needs to be assigned"%(acdc), level='critical')
else:
recovering.add( acdc )
wfi.sendLog('actor',"ACDCs created for %s"%wfname)
#===========================================================
if recover and options.do:
remove_action(wfname)
if message_to_user:
print wfname,"to be notified to user(DUMMY)",message_to_user
if message_to_ops:
print 'message'
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
# sendLog('recoveror',message_to_ops,level='warning')
return
def closor(url, specific=None, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
all_late_files = []
check_fullcopy_to_announce = UC.get('check_fullcopy_to_announce')
jump_the_line = options.announce if options else False
if jump_the_line:
print "announce option is on. Checking on things on-going ready to be announced"
wfs = session.query(Workflow).filter(
Workflow.status.contains('announce')).filter(
sqlalchemy.not_(Workflow.status.contains('announced'))).all()
else:
print "regular option. Checking on things done and to be announced"
wfs = session.query(Workflow).filter(Workflow.status == 'close').all()
wfs_n = [w.name for w in wfs]
print "unique names?"
print len(set(wfs_n)) == len(wfs_n)
held = set()
print len(wfs), "closing"
random.shuffle(wfs)
max_per_round = UC.get('max_per_round').get('closor', None)
if options.limit: max_per_round = options.limit
if max_per_round:
## order them by priority
all_closedout = sorted(getWorkflows(url, 'closed-out', details=True),
key=lambda r: r['RequestPriority'])
all_closedout = [r['RequestName'] for r in all_closedout]
def rank(wfn):
return all_closedout.index(wfn) if wfn in all_closedout else 0
wfs = sorted(wfs, key=lambda wfo: rank(wfo.name), reverse=True)
wfs = wfs[:max_per_round]
batch_go = {}
batch_warnings = defaultdict(set)
batch_goodness = UC.get("batch_goodness")
for iwfo, wfo in enumerate(wfs):
if specific and not specific in wfo.name: continue
print "Progress [%d/%d]" % (iwfo, len(wfs))
## what is the expected #lumis
wfi = workflowInfo(url, wfo.name)
wfo.wm_status = wfi.request['RequestStatus']
if wfi.isRelval():
has_batch_go = False
batch_name = wfi.getCampaign()
if not batch_name in batch_go:
## do the esimatation whethere this can be announced : only once per batch
in_batches = getWorkflowByCampaign(url,
batch_name,
details=True)
batch_go[batch_name] = all(
map(
lambda s: not s in [
'completed', 'running-open', 'running-closed',
'acquired', 'assigned', 'assignment-approved'
], [r['RequestStatus'] for r in in_batches]))
## already verified
has_batch_go = batch_go[batch_name]
if not has_batch_go:
wfi.sendLog(
'closor',
'Cannot close for now because the batch <a href=https://dmytro.web.cern.ch/dmytro/cmsprodmon/workflows.php?campaign=%s>%s</a> is not all close'
% (batch_name, batch_name))
continue
if wfi.request['RequestStatus'] in ['announced', 'normal-archived'
] and not options.force:
## manually announced ??
wfo.status = 'done'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog(
'closor',
'%s is announced already : %s' % (wfo.name, wfo.wm_status))
session.commit()
if jump_the_line:
wfi.sendLog('closor', 'Announcing while completing')
expected_lumis = 1
if not 'TotalInputLumis' in wfi.request:
print wfo.name, "has not been assigned yet, or the database is corrupted"
elif wfi.request['TotalInputLumis'] == 0:
print wfo.name, "is corrupted with 0 expected lumis"
else:
expected_lumis = wfi.request['TotalInputLumis']
## what are the outputs
outputs = wfi.request['OutputDatasets']
## check whether the number of lumis is as expected for each
all_OK = defaultdict(lambda: False)
stats = defaultdict(int)
#print outputs
if len(outputs):
print wfo.name, wfi.request['RequestStatus']
for out in outputs:
event_count, lumi_count = getDatasetEventsAndLumis(dataset=out)
odb = session.query(Output).filter(
Output.datasetname == out).first()
if not odb:
print "adding an output object", out
odb = Output(datasetname=out)
odb.workflow = wfo
session.add(odb)
odb.nlumis = lumi_count
odb.nevents = event_count
odb.workfow_id = wfo.id
if odb.expectedlumis < expected_lumis:
odb.expectedlumis = expected_lumis
else:
expected_lumis = odb.expectedlumis
odb.date = time.mktime(time.gmtime())
session.commit()
fraction = lumi_count / float(expected_lumis) * 100.
completion_line = "%60s %d/%d = %3.2f%%" % (
out, lumi_count, expected_lumis, fraction)
wfi.sendLog('closor', "\t%s" % completion_line)
if wfi.isRelval() and fraction < batch_goodness:
batch_warnings[wfi.getCampaign()].add(completion_line)
stats[out] = lumi_count
all_OK[out] = True
## check for at least one full copy prior to moving on
in_full = {}
for out in outputs:
in_full[out] = []
presence = getDatasetPresence(url, out)
where = [site for site, info in presence.items() if info[0]]
if where:
all_OK[out] = True
print out, "is in full at", ",".join(where)
in_full[out] = copy.deepcopy(where)
else:
going_to = wfi.request['NonCustodialSites'] + wfi.request[
'CustodialSites']
wfi.sendLog(
'closor', "%s is not in full anywhere. send to %s" %
(out, ",".join(sorted(going_to))))
at_destination = dict([(k, v) for (k, v) in presence.items()
if k in going_to])
else_where = dict([(k, v) for (k, v) in presence.items()
if not k in going_to])
print json.dumps(at_destination)
print json.dumps(else_where, indent=2)
## do the full stuck transfer study, missing files and shit !
for there in going_to:
late_info = findLateFiles(url, out, going_to=there)
for l in late_info:
l.update({"workflow": wfo.name, "dataset": out})
all_late_files.extend(late_info)
if check_fullcopy_to_announce:
## only set this false if the check is relevant
all_OK[out] = False
## verify if we have to do harvesting
if not options.no_harvest and not jump_the_line:
(OK, requests) = spawn_harvesting(url, wfi, in_full)
all_OK.update(OK)
## only that status can let me go into announced
if all(all_OK.values()) and (
(wfi.request['RequestStatus'] in ['closed-out']) or options.force
or jump_the_line):
print wfo.name, "to be announced"
results = []
if not results:
for out in outputs:
if out in stats and not stats[out]:
continue
_, dsn, process_string, tier = out.split('/')
if all_OK[out]:
results.append(setDatasetStatus(out, 'VALID'))
if all_OK[out] and wfi.isRelval():
## make the specific relval rules and the replicas
## figure the destination(s) out
destinations = set()
if tier != "RECO" and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if tier == "GEN-SIM":
destinations.add('T1_US_FNAL_Disk')
if tier == "GEN-SIM-DIGI-RAW":
destinations.add('T1_US_FNAL_Disk')
if tier == "GEN-SIM-RECO":
destinations.add('T1_US_FNAL_Disk')
if "RelValTTBar" in dsn and "TkAlMinBias" in process_string and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if "MinimumBias" in dsn and "SiStripCalMinBias" in process_string and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if destinations:
wfi.sendLog(
'closor', '%s to go to %s' %
(out, ', '.join(sorted(destinations))))
## call to makereplicarequest under relval => done
for site in destinations:
result = makeReplicaRequest(
url,
site, [out],
'Copy for release validation consumption',
priority='normal',
approve=True,
mail=False,
group='RelVal')
try:
request_id = result['phedex'][
'request_created'][0]['id']
results.append(True)
except:
results.append('Failed relval transfer')
elif all_OK[out]:
campaign = None
try:
campaign = out.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request and wfi.request[
'Campaign']:
campaign = wfi.request['Campaign']
to_DDM = False
## campaign override
if campaign and campaign in CI.campaigns and 'toDDM' in CI.campaigns[
campaign] and tier in CI.campaigns[campaign][
'toDDM']:
to_DDM = True
## by typical enabling
if tier in UC.get("tiers_to_DDM"):
to_DDM = True
## check for unitarity
if not tier in UC.get("tiers_no_DDM") + UC.get(
"tiers_to_DDM"):
print "tier", tier, "neither TO or NO DDM for", out
results.append('Not recognitized tier %s' % tier)
#sendEmail("failed DDM injection","could not recognize %s for injecting in DDM"% out)
sendLog(
'closor',
"could not recognize %s for injecting in DDM" %
out,
level='critical')
continue
n_copies = 1
destinations = []
if to_DDM and campaign and campaign in CI.campaigns and 'DDMcopies' in CI.campaigns[
campaign]:
ddm_instructions = CI.campaigns[campaign][
'DDMcopies']
if type(ddm_instructions) == int:
n_copies = CI.campaigns[campaign]['DDMcopies']
elif type(ddm_instructions) == dict:
## a more fancy configuration
for ddmtier, indication in ddm_instructions.items(
):
if ddmtier == tier or ddmtier in [
'*', 'all'
]:
## this is for us
if 'N' in indication:
n_copies = indication['N']
if 'host' in indication:
destinations = indication['host']
destination_spec = ""
if destinations:
destination_spec = "--destination=" + ",".join(
destinations)
group_spec = "" ## not used yet
### should make this a campaign configuration
## inject to DDM when necessary
if to_DDM:
print "Sending", out, " to DDM"
status = pass_to_dynamo(
[out],
N=n_copies,
sites=destinations if destinations else None,
group=group_spec if group_spec else None)
results.append(status)
if status == True:
wfi.sendLog(
'closor',
'%s is send to dynamo in %s copies %s %s' %
(out, n_copies, sorted(destinations),
group_spec))
else:
sendLog('closor',
"could not add " + out +
" to dynamo pool. check closor logs.",
level='critical')
wfi.sendLog(
'closor', "could not add " + out +
" to dynamo pool. check closor logs.")
else:
print wfo.name, "no stats for announcing", out
results.append('No Stats')
if all(
map(lambda result: result in ['None', None, True],
results)):
if not jump_the_line:
## only announce if all previous are fine
res = reqMgrClient.announceWorkflowCascade(
url, wfo.name)
if not res in ['None', None]:
## check the status again, it might well have toggled
wl_bis = workflowInfo(url, wfo.name)
wfo.wm_status = wl_bis.request['RequestStatus']
session.commit()
if wl_bis.request['RequestStatus'] in [
'announced', 'normal-archived'
]:
res = None
else:
## retry ?
res = reqMgrClient.announceWorkflowCascade(
url, wfo.name)
results.append(res)
#print results
if all(map(lambda result: result in ['None', None, True],
results)):
if jump_the_line:
if not 'announced' in wfo.status:
wfo.status = wfo.status.replace(
'announce', 'announced')
else:
wfo.status = 'done'
session.commit()
wfi.sendLog('closor', "workflow outputs are announced")
else:
wfi.sendLog(
'closor', "Error with %s to be announced \n%s" %
(wfo.name, json.dumps(results)))
elif wfi.request['RequestStatus'] in [
'failed', 'aborted', 'aborted-archived', 'rejected',
'rejected-archived', 'aborted-completed'
]:
if wfi.isRelval():
wfo.status = 'forget'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog(
'closor',
"%s is %s, but will not be set in trouble to find a replacement."
% (wfo.name, wfo.wm_status))
else:
wfo.status = 'trouble'
wfo.wm_status = wfi.request['RequestStatus']
session.commit()
else:
print wfo.name, "not good for announcing:", wfi.request[
'RequestStatus']
wfi.sendLog('closor', "cannot be announced")
held.add(wfo.name)
days_late = 0.
retries_late = 10
really_late_files = [
info for info in all_late_files if info['retries'] >= retries_late
]
really_late_files = [
info for info in really_late_files
if info['delay'] / (60 * 60 * 24.) >= days_late
]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s' % (
len(really_late_files), days_late, retries_late,
json.dumps(really_late_files, indent=2))
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor', subject)
print subject
open('%s/stuck_files.json' % monitor_dir,
'w').write(json.dumps(really_late_files, indent=2))
if held:
sendLog('closor',
"the workflows below are held up \n%s" %
("\n".join(sorted(held))),
level='critical')
#batches = json.loads(open('batches.json').read())
for bname, go in batch_go.items():
if go:
subject = "Release Validation Samples Batch %s" % bname
issues = ""
if batch_warnings[bname]:
issues = "The following datasets have outstanding completion (<%d%%) issues:\n\n" % batch_goodness
issues += "\n".join(sorted(batch_warnings[bname]))
issues += "\n\n"
text = """
Dear all,
a batch of release validation workflows has finished.
Batch ID:
%s
Detail of the workflows
https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s
%s
This is an automated message.
""" % (bname, bname, issues)
to = ['*****@*****.**']
sendEmail(subject, text, destination=to)
def transferor(url, specific=None, talk=True, options=None):
if userLock('transferor'): return
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
mcm = McMClient(dev=False)
dss = DSS()
print "counting all being handled..."
being_handled = len(
session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('stag')).all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('assistance')).all())
max_to_handle = options.maxworkflows
allowed_to_handle = max(0, max_to_handle - being_handled)
wf_buffer = 5
if allowed_to_handle <= wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than", max_to_handle, "at a time. Currently", being_handled, "and", wf_buffer, "buffer"
else:
print being_handled, "already being handled", max_to_handle, "max allowed,", allowed_to_handle, "remaining", "and", wf_buffer, "buffer"
print "... done"
all_transfers = defaultdict(list)
workflow_dependencies = defaultdict(
set) ## list of wf.id per input dataset
wfs_and_wfh = []
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
for wfo in session.query(Workflow).filter(
Workflow.status == 'considered').all():
if specific and not specific in wfo.name: continue
cache_r = filter(lambda d: d['RequestName'] == wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append((wfo,
workflowInfo(url,
wfo.name,
spec=False,
request=cache_r[0])))
else:
wfs_and_wfh.append((wfo, workflowInfo(url, wfo.name, spec=False)))
print "... done"
input_sizes = {}
## list the size of those in transfer already
in_transfer_priority = 0
min_transfer_priority = 100000000
print "getting all wf in staging ..."
for wfo in session.query(Workflow).filter(
Workflow.status == 'staging').all():
wfh = workflowInfo(url, wfo.name, spec=False)
(_, primary, _, _) = wfh.getIO()
for prim in primary:
input_sizes[prim] = dss.get(prim)
in_transfer_priority = max(in_transfer_priority,
int(wfh.request['RequestPriority']))
min_transfer_priority = min(min_transfer_priority,
int(wfh.request['RequestPriority']))
print "... done"
print "Max priority in transfer already", in_transfer_priority
print "Min priority in transfer already", min_transfer_priority
in_transfer_already = sum(input_sizes.values())
#sort by priority higher first
wfs_and_wfh.sort(cmp=lambda i, j: cmp(int(i[1].request[
'RequestPriority']), int(j[1].request['RequestPriority'])),
reverse=True)
## list the size of all inputs
print "getting all input sizes ..."
for (wfo, wfh) in wfs_and_wfh:
(_, primary, _, _) = wfh.getIO()
for prim in primary:
input_sizes[prim] = dss.get(prim)
print "... done"
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered" % in_transfer_already
print "%15.4f GB is the current requested transfer load" % to_transfer
print "%15.4f GB is the global transfer limit" % grand_transfer_limit
print "%15.4f GB is the available limit" % transfer_limit
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer = 0 ## so that we can count'em
passing_along = 0
transfer_sizes = {}
went_over_budget = False
for (wfo, wfh) in wfs_and_wfh:
print wfh.request['RequestPriority']
print wfo.name, "to be transfered"
#wfh = workflowInfo( url, wfo.name)
(_, primary, _, _) = wfh.getIO()
this_load = sum([input_sizes[prim] for prim in primary])
if (this_load
and (sum(transfer_sizes.values()) + this_load > transfer_limit
or went_over_budget)):
if went_over_budget:
print "Transfer has gone over bubget."
else:
print "Transfer will go over bubget."
print "%15.4f GB this load" % this_load
print "%15.4f GB already this round" % sum(transfer_sizes.values())
print "%15.4f GB is the available limit" % transfer_limit
went_over_budget = True
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
print "Higher priority sample", wfh.request[
'RequestPriority'], ">=", in_transfer_priority, "go-on over budget"
else:
if not options.go:
print min_transfer_priority, "minimum priority", wfh.request[
'RequestPriority'], "<", in_transfer_priority, "stop"
continue
## throtlle by campaign go
if not CI.go(wfh.request['Campaign']):
print "No go for", wfh.request['Campaign']
if not options.go: continue
## check if the batch is announced
announced = False
is_real = False
for b in mcm.getA('batches', query='contains=%s' % wfo.name):
is_real = True
if b['status'] == 'announced':
announced = True
break
if not announced:
print wfo.name, "does not look announced." # skipping?, rejecting?, reporting?"
if not is_real:
print wfo.name, "does not appear to be genuine."
## prevent any duplication. if the wf is not mentioned in any batch, regardless of status
continue
## check on a grace period
injection_time = time.mktime(
time.strptime('.'.join(map(str, wfh.request['RequestDate'])),
"%Y.%m.%d.%H.%M.%S")) / (60. * 60.)
now = time.mktime(time.gmtime()) / (60. * 60.)
if float(now - injection_time) < 4.:
if not options.go and not announced:
print "It is too soon to start transfer: %3.2fH remaining" % (
now - injection_time)
continue
passing_along += 1
if passing_along >= allowed_to_handle:
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
print "Higher priority sample", wfh.request[
'RequestPriority'], ">=", in_transfer_priority, "go-on over", max_to_handle
else:
print "Not allowed to pass more than", max_to_handle, "at a time. Currently", being_handled, "handled, and adding", passing_along
break
(lheinput, primary, parent, secondary) = wfh.getIO()
if options and options.tosites:
sites_allowed = options.tosites.split(',')
else:
sites_allowed = getSiteWhiteList(
(lheinput, primary, parent, secondary))
if 'SiteWhitelist' in CI.parameters(wfh.request['Campaign']):
sites_allowed = CI.parameters(
wfh.request['Campaign'])['SiteWhitelist']
blocks = []
if 'BlockWhitelist' in wfh.request and wfh.request['BlockWhitelist']:
blocks = wfh.request['BlockWhitelist']
can_go = True
staging = False
if primary:
if talk:
print wfo.name, 'reads', ', '.join(primary), 'in primary'
## chope the primary dataset
for prim in primary:
max_priority[prim] = max(max_priority[prim],
int(wfh.request['RequestPriority']))
sites_really_allowed = [
site for site in sites_allowed if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
print "Sites allowed minus the vetoed transfer"
print sites_really_allowed
copies_needed = int(
0.35 * len(sites_really_allowed)
) + 1 ## should just go for a fixed number based if the white list grows that big
print "Would make", copies_needed, "copies"
if options.maxcopy > 0:
copies_needed = min(options.maxcopy, copies_needed)
## remove the sites that do not want transfers
print "need", copies_needed
workflow_dependencies[prim].add(wfo.id)
presence = getDatasetPresence(url, prim)
prim_location = [
site for site, pres in presence.items() if pres[0] == True
]
if len(prim_location) >= copies_needed:
print "The output is all fully in place at", len(
prim_location), "sites"
continue
# reduce the number of copies required by existing full copies
copies_needed = max(0, copies_needed - len(prim_location))
print "now need", copies_needed
subscriptions = listSubscriptions(url, prim)
prim_destination = list(
set([
site
for (site, (tid, decision)) in subscriptions.items()
if decision and not any([
site.endswith(veto)
for veto in ['MSS', 'Export', 'Buffer']
])
]))
## need to reject from that list the ones with a full copy already: i.e the transfer corresponds to the copy in place
prim_destination = [
site for site in prim_destination
if not site in prim_location
]
## add transfer dependencies
latching_on_transfers = list(
set([
tid
for (site, (tid, decision)) in subscriptions.items()
if decision and site in prim_destination and not any([
site.endswith(veto)
for veto in ['MSS', 'Export', 'Buffer']
])
]))
print latching_on_transfers
for latching in latching_on_transfers:
tfo = session.query(Transfer).filter(
Transfer.phedexid == latching).first()
if not tfo:
tfo = Transfer(phedexid=latching)
tfo.workflows_id = []
session.add(tfo)
if not wfo.id in tfo.workflows_id:
print "adding", wfo.id, "to", tfo.id, "with phedexid", latching
l = copy.deepcopy(tfo.workflows_id)
l.append(wfo.id)
tfo.workflows_id = l
if not options.test:
session.commit()
else:
session.flush(
) ## regardless of commit later on, we need to let the next wf feeding on this transfer to see it in query
can_go = False
transfer_sizes[prim] = input_sizes[prim]
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
copies_needed = max(0, copies_needed - len(prim_destination))
print "then need", copies_needed
if copies_needed == 0:
print "The output is either fully in place or getting in full somewhere with", latching_on_transfers
can_go = True
continue
prim_to_distribute = [
site for site in sites_allowed if not any(
[osite.startswith(site) for osite in prim_location])
]
prim_to_distribute = [
site for site in prim_to_distribute if not any(
[osite.startswith(site) for osite in prim_destination])
]
## take out the ones that cannot receive transfers
prim_to_distribute = [
site for site in prim_to_distribute if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
if len(
prim_to_distribute
) > 0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
spreading = distributeToSites(getDatasetChops(prim),
prim_to_distribute,
n_copies=copies_needed,
weights=SI.cpu_pledges)
else:
spreading = {}
for site in prim_to_distribute:
spreading[site] = [prim]
can_go = False
transfer_sizes[prim] = input_sizes[prim]
for (site, items) in spreading.items():
all_transfers[site].extend(items)
if secondary:
if talk:
print wfo.name, 'reads', ', '.join(secondary), 'in secondary'
for sec in secondary:
workflow_dependencies[sec].add(wfo.id)
presence = getDatasetPresence(url, sec)
sec_location = [
site for site, pres in presence.items() if pres[1] > 90.
] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions(url, sec)
sec_destination = [site for site in subscriptions]
sec_to_distribute = [
site for site in sites_allowed if
not any([osite.startswith(site) for osite in sec_location])
]
sec_to_distribute = [
site for site in sec_to_distribute if not any(
[osite.startswith(site) for osite in sec_destination])
]
sec_to_distribute = [
site for site in sec_to_distribute if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
if len(sec_to_distribute) > 0:
for site in sec_to_distribute:
all_transfers[site].append(sec)
can_go = False
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
print wfo.name, "latches on existing transfers, and nothing else"
wfo.status = 'staging'
else:
print wfo.name, "should just be assigned NOW to", sites_allowed
wfo.status = 'staged'
print "setting status to", wfo.status
session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
print wfo.name, "latches on existing transfers"
if not options.test:
wfo.status = 'staging'
print "setting status to", wfo.status
session.commit()
print wfo.name, "needs a transfer"
needs_transfer += 1
#print json.dumps(all_transfers)
fake_id = -1
wf_id_in_prestaging = set()
for (site, items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
if site in SI.sites_veto_transfer:
print site, "does not want transfers"
continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
datasets = [it for it in items_to_transfer if not '#' in it]
if execute:
print "Making a replica to", site, "(CE)", site_se, "(SE) for"
else:
print "Would make a replica to", site, "(CE)", site_se, "(SE) for"
print "\t", len(blocks), "blocks"
## remove blocks if full dataset is send out
blocks = [
block for block in blocks if not block.split('#')[0] in datasets
]
print "\t", len(blocks), "needed blocks for", list(
set([block.split('#')[0] for block in blocks]))
print "\t", len(datasets), "datasets"
print "\t", datasets
items_to_transfer = blocks + datasets
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y', 'yes', 'go']:
continue
if execute:
result = makeReplicaRequest(url,
site_se,
items_to_transfer,
'prestaging',
priority='normal')
## make use of max_priority dataset:priority to set the subscriptions priority
"""
## does not function
once = True
for item in items_to_transfer:
bds = item.split('#')[0]
if max_priority[bds] >= 90000:
if once:
w=10
print "waiting",w,"s before raising priority"
time.sleep(w)
once=False
## raise it to high priority
print item,"subscription priority raised to high at",site_se
#print "This does not work yet properly it seems"
print updateSubscription(url, site_se, item, priority='high')
"""
else:
#result= {'phedex':{'request_created' : [{'id' : fake_id}]}}
result = {'phedex': {'request_created': []}}
fake_id -= 1
if not result:
print "ERROR Could not make a replica request for", site, items_to_transfer, "pre-staging"
continue
for phedexid in [o['id'] for o in result['phedex']['request_created']]:
new_transfer = session.query(Transfer).filter(
Transfer.phedexid == phedexid).first()
print phedexid, "transfer created"
if not new_transfer:
new_transfer = Transfer(phedexid=phedexid)
session.add(new_transfer)
new_transfer.workflows_id = set()
for transfering in list(
set(map(lambda it: it.split('#')[0], items_to_transfer))):
new_transfer.workflows_id.update(
workflow_dependencies[transfering])
new_transfer.workflows_id = list(new_transfer.workflows_id)
wf_id_in_prestaging.update(new_transfer.workflows_id)
session.commit()
## auto approve it
if execute:
approved = approveSubscription(url, phedexid, [site_se])
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status != 'staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting", tr_wf.name, "to staging"
session.commit()
def closor(url, specific=None, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
all_late_files = []
check_fullcopy_to_announce = UC.get('check_fullcopy_to_announce')
jump_the_line = options.announce if options else False
if jump_the_line:
wfs = session.query(Workflow).filter(Workflow.status.contains('announce')).filter(sqlalchemy.not_(Workflow.status.contains('announced'))).all()
else:
wfs = session.query(Workflow).filter(Workflow.status=='close').all()
held = set()
print len(wfs),"closing"
max_per_round = UC.get('max_per_round').get('closor',None)
if options.limit: max_per_round = options.limit
random.shuffle( wfs )
if max_per_round: wfs = wfs[:max_per_round]
batch_go = {}
batch_warnings = defaultdict(set)
batch_goodness = UC.get("batch_goodness")
for wfo in wfs:
if specific and not specific in wfo.name: continue
## what is the expected #lumis
wfi = workflowInfo(url, wfo.name )
wfo.wm_status = wfi.request['RequestStatus']
if wfi.isRelval():
has_batch_go = False
batch_name = wfi.getCampaign()
if not batch_name in batch_go:
## do the esimatation whethere this can be announced : only once per batch
in_batches = getWorkflowByCampaign(url , batch_name, details=True)
batch_go[ batch_name ] = all(map(lambda s : not s in ['completed','running-open','running-closed','acquired','assigned','assignment-approved'], [r['RequestStatus'] for r in in_batches]))
## already verified
has_batch_go = batch_go[batch_name]
if not has_batch_go:
wfi.sendLog('closor', 'Cannot close for now because the batch %s is not all close'% batch_name)
continue
if wfi.request['RequestStatus'] in ['announced','normal-archived'] and not options.force:
## manually announced ??
wfo.status = 'done'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog('closor','%s is announced already : %s'%( wfo.name,wfo.wm_status))
session.commit()
if jump_the_line:
wfi.sendLog('closor','Announcing while completing')
expected_lumis = 1
if not 'TotalInputLumis' in wfi.request:
print wfo.name,"has not been assigned yet, or the database is corrupted"
elif wfi.request['TotalInputLumis']==0:
print wfo.name,"is corrupted with 0 expected lumis"
else:
expected_lumis = wfi.request['TotalInputLumis']
## what are the outputs
outputs = wfi.request['OutputDatasets']
## check whether the number of lumis is as expected for each
all_OK = defaultdict(lambda : False)
stats = defaultdict(int)
#print outputs
if len(outputs):
print wfo.name,wfi.request['RequestStatus']
for out in outputs:
event_count,lumi_count = getDatasetEventsAndLumis(dataset=out)
odb = session.query(Output).filter(Output.datasetname==out).first()
if not odb:
print "adding an output object",out
odb = Output( datasetname = out )
odb.workflow = wfo
session.add( odb )
odb.nlumis = lumi_count
odb.nevents = event_count
odb.workfow_id = wfo.id
if odb.expectedlumis < expected_lumis:
odb.expectedlumis = expected_lumis
else:
expected_lumis = odb.expectedlumis
odb.date = time.mktime(time.gmtime())
session.commit()
fraction = lumi_count/float(expected_lumis)*100.
completion_line = "%60s %d/%d = %3.2f%%"%(out,lumi_count,expected_lumis,fraction)
wfi.sendLog('closor',"\t%s"% completion_line)
if wfi.isRelval() and fraction < batch_goodness:
batch_warnings[ wfi.getCampaign()].add( completion_line )
stats[out] = lumi_count
all_OK[out] = True
## check for at least one full copy prior to moving on
in_full = {}
for out in outputs:
in_full[out] = []
presence = getDatasetPresence( url, out )
where = [site for site,info in presence.items() if info[0]]
if where:
all_OK[out] = True
print out,"is in full at",",".join(where)
in_full[out] = copy.deepcopy(where)
else:
going_to = wfi.request['NonCustodialSites']+wfi.request['CustodialSites']
wfi.sendLog('closor',"%s is not in full anywhere. send to %s"%(out, ",".join(sorted(going_to))))
at_destination = dict([(k,v) for (k,v) in presence.items() if k in going_to])
else_where = dict([(k,v) for (k,v) in presence.items() if not k in going_to])
print json.dumps( at_destination )
print json.dumps( else_where, indent=2 )
## do the full stuck transfer study, missing files and shit !
for there in going_to:
late_info = findLateFiles(url, out, going_to = there )
for l in late_info:
l.update({"workflow":wfo.name,"dataset":out})
all_late_files.extend( late_info )
if check_fullcopy_to_announce:
## only set this false if the check is relevant
all_OK[out] = False
## verify if we have to do harvesting
if not options.no_harvest and not jump_the_line:
(OK, requests) = spawn_harvesting(url, wfi, in_full)
all_OK.update( OK )
## only that status can let me go into announced
if all(all_OK.values()) and ((wfi.request['RequestStatus'] in ['closed-out']) or options.force or jump_the_line):
print wfo.name,"to be announced"
results=[]
if not results:
for out in outputs:
if out in stats and not stats[out]:
continue
_,dsn,process_string,tier = out.split('/')
if all_OK[out]:
results.append(setDatasetStatus(out, 'VALID'))
if all_OK[out] and wfi.isRelval():
## make the specific relval rules and the replicas
## figure the destination(s) out
destinations = set()
if tier != "RECO" and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if tier == "GEN-SIM":
destinations.add('T1_US_FNAL_Disk')
if tier == "GEN-SIM-DIGI-RAW":
destinations.add('T1_US_FNAL_Disk')
if tier == "GEN-SIM-RECO":
destinations.add('T1_US_FNAL_Disk')
if "RelValTTBar" in dsn and "TkAlMinBias" in process_string and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if "MinimumBias" in dsn and "SiStripCalMinBias" in process_string and tier != "ALCARECO":
destinations.add('T2_CH_CERN')
if destinations:
wfi.sendLog('closor', '%s to go to %s'%(out, ', '.join( sorted( destinations ))))
## call to makereplicarequest under relval => done
for site in destinations:
result = makeReplicaRequest(url, site, [out], 'Copy for release validation consumption', priority='normal', approve=True, mail=False, group='RelVal')
try:
request_id = result['phedex']['request_created'][0]['id']
results.append( True )
except:
results.append( 'Failed relval transfer' )
elif all_OK[out]:
campaign = None
try:
campaign = out.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request and wfi.request['Campaign']:
campaign = wfi.request['Campaign']
to_DDM = False
## campaign override
if campaign and campaign in CI.campaigns and 'toDDM' in CI.campaigns[campaign] and tier in CI.campaigns[campaign]['toDDM']:
to_DDM = True
## by typical enabling
if tier in UC.get("tiers_to_DDM"):
to_DDM = True
## check for unitarity
if not tier in UC.get("tiers_no_DDM")+UC.get("tiers_to_DDM"):
print "tier",tier,"neither TO or NO DDM for",out
results.append('Not recognitized tier %s'%tier)
#sendEmail("failed DDM injection","could not recognize %s for injecting in DDM"% out)
sendLog('closor', "could not recognize %s for injecting in DDM"% out, level='critical')
continue
n_copies = 2
destinations=[]
if to_DDM and campaign and campaign in CI.campaigns and 'DDMcopies' in CI.campaigns[campaign]:
ddm_instructions = CI.campaigns[campaign]['DDMcopies']
if type(ddm_instructions) == int:
n_copies = CI.campaigns[campaign]['DDMcopies']
elif type(ddm_instructions) == dict:
## a more fancy configuration
for ddmtier,indication in ddm_instructions.items():
if ddmtier==tier or ddmtier in ['*','all']:
## this is for us
if 'N' in indication:
n_copies = indication['N']
if 'host' in indication:
destinations = indication['host']
destination_spec = ""
if destinations:
destination_spec = "--destination="+",".join( destinations )
group_spec = "" ## not used yet
### should make this a campaign configuration
## inject to DDM when necessary
if to_DDM:
print "Sending",out," to DDM"
p = os.popen('python assignDatasetToSite.py --nCopies=%d --dataset=%s %s %s --debug 0 --exec'%(n_copies, out,destination_spec, group_spec))
ddm_text = p.read()
print ddm_text
status = p.close()
if status!=None:
print "Failed DDM, retrying to send",out,"a second time"
p = os.popen('python assignDatasetToSite.py --nCopies=%d --dataset=%s %s %s --debug 1 --exec'%(n_copies, out,destination_spec, group_spec))
ddm_text = p.read()
print ddm_text
status = p.close()
if status!=None:
#sendEmail("failed DDM injection","could not add "+out+" to DDM pool. check closor logs.")
sendLog('closor',"could not add "+out+" to DDM pool. check closor logs.", level='critical')
if options.force: status = True
results.append( status )
if status == None:
wfi.sendLog('closor',ddm_text)
wfi.sendLog('closor','%s is send to AnalysisOps DDM pool in %s copies %s'%( out, n_copies, destination_spec))
else:
print wfo.name,"no stats for announcing",out
results.append('No Stats')
if all(map(lambda result : result in ['None',None,True],results)):
if not jump_the_line:
## only announce if all previous are fine
res = reqMgrClient.announceWorkflowCascade(url, wfo.name)
if not res in ['None',None]:
## check the status again, it might well have toggled
wl_bis = workflowInfo(url, wfo.name)
wfo.wm_status = wl_bis.request['RequestStatus']
session.commit()
if wl_bis.request['RequestStatus'] in ['announced','normal-archived']:
res = None
else:
## retry ?
res = reqMgrClient.announceWorkflowCascade(url, wfo.name)
results.append( res )
#print results
if all(map(lambda result : result in ['None',None,True],results)):
if jump_the_line:
if not 'announced' in wfo.status:
wfo.status = wfo.status.replace('announce','announced')
else:
wfo.status = 'done'
session.commit()
wfi.sendLog('closor',"workflow outputs are announced")
else:
wfi.sendLog('closor',"Error with %s to be announced \n%s"%( wfo.name, json.dumps( results )))
elif wfi.request['RequestStatus'] in ['failed','aborted','aborted-archived','rejected','rejected-archived','aborted-completed']:
if wfi.isRelval():
wfo.status = 'forget'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog('closor',"%s is %s, but will not be set in trouble to find a replacement."%( wfo.name, wfo.wm_status))
else:
wfo.status = 'trouble'
wfo.wm_status = wfi.request['RequestStatus']
session.commit()
else:
print wfo.name,"not good for announcing:",wfi.request['RequestStatus']
wfi.sendLog('closor',"cannot be announced")
held.add( wfo.name )
days_late = 0.
retries_late = 10
really_late_files = [info for info in all_late_files if info['retries']>=retries_late]
really_late_files = [info for info in really_late_files if info['delay']/(60*60*24.)>=days_late]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s'%(len(really_late_files), days_late, retries_late, json.dumps( really_late_files , indent=2) )
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor',subject)
print subject
open('%s/stuck_files.json'%monitor_dir,'w').write( json.dumps( really_late_files , indent=2))
if held:
sendLog('closor',"the workflows below are held up \n%s"%("\n".join( sorted(held) )), level='critical')
#batches = json.loads(open('batches.json').read())
for bname,go in batch_go.items():
if go:
subject = "Release Validation Samples Batch %s"% bname
issues=""
if batch_warnings[ bname ]:
issues="The following datasets have outstanding completion (<%d%%) issues:\n\n"% batch_goodness
issues+="\n".join( sorted( batch_warnings[ bname ] ))
issues+="\n\n"
text = """
Dear all,
a batch of release validation workflows has finished.
Batch ID:
%s
Detail of the workflows
https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s
%s
This is an automated message.
"""%( bname,
bname,
issues)
to = ['*****@*****.**']
sendEmail(subject, text, destination=to )
def actor(url, options=None):
if moduleLock(wait=False, silent=True)(): return
if userLock('actor'): return
up = componentInfo(mcm=False, soft=['mcm'])
if not up.check(): return
# CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
# Need to look at the actions page https://vocms0113.cern.ch:80/getaction (can add ?days=20) and perform any actions listed
try:
action_list = json.loads(
os.popen(
'curl -s -k https://vocms0113.cern.ch:80/getaction?days=15').
read())
## now we have a list of things that we can take action on
except:
try:
action_list = json.loads(
os.popen(
'curl -s -k https://vocms0113.cern.ch/getaction?days=15').
read())
except:
print "Not able to load action list :("
sendLog('actor', 'Not able to load action list', level='critical')
return
if options.actions:
action_list = json.loads(open(options.actions).read())
print json.dumps(action_list, indent=2)
if not action_list:
print "EMPTY!"
return
wf_list = action_list.keys()
print json.dumps(sorted(wf_list), indent=2)
if options.spec:
wf_list = [wf for wf in wf_list if options.spec in wf]
max_per_round = UC.get('max_per_round').get('actor', None)
if max_per_round:
random.shuffle(wf_list)
wf_list = wf_list[:max_per_round]
for wfname in wf_list:
print '-' * 100
print "Looking at", wfname, "for recovery options"
to_clone = False
to_acdc = False
to_force = False
to_hold = False
something_to_do = False
tasks = action_list[wfname].get('Parameters', None)
to_acdc = action_list[wfname].get('Action', None) == 'acdc'
to_clone = action_list[wfname].get('Action', None) == 'clone'
to_force = action_list[wfname].get(
'Action', None) == 'special' and action_list[wfname].get(
'Parameters', {}).get('action', None) in ['by-pass', 'bypass']
to_hold = action_list[wfname].get(
'Action', None) == 'special' and action_list[wfname].get(
'Parameters', {}).get('action', None) in ['onhold', 'on-hold']
if not to_acdc and not to_clone and not to_force and not to_hold:
sendLog(
'actor',
'Action submitted for something other than acdc, clone, bypass or hold for workflow %s'
% wfname,
level='critical')
print json.dumps(action_list[wfname], indent=2)
continue
if not tasks and to_acdc:
sendLog('actor',
'Empty action submitted for workflow %s' % wfname,
level='critical')
print "Moving on. Parameters is blank for " + wfname
continue
wfi = workflowInfo(url, wfname)
recover = True
message_to_ops = ""
message_to_user = ""
#===========================================================
if to_clone and options.do:
print "Let's try kill and clone: "
wfi.sendLog('actor', 'Going to clone %s' % wfname)
results = []
datasets = set(wfi.request['OutputDatasets'])
comment = ""
if 'comment' in tasks: comment = ", reason: " + tasks['comment']
wfi.sendLog(
'actor',
"invalidating the workflow by traffic controller %s" % comment)
#Reject all workflows in the family
#first reject the original workflow.
reqMgrClient.invalidateWorkflow(
url,
wfi.request['RequestName'],
current_status=wfi.request['RequestStatus'],
cascade=False)
#Then reject any ACDCs associated with that workflow
family = getWorkflowById(url, wfi.request['PrepID'], details=True)
for fwl in family:
print "rejecting", fwl['RequestName'], fwl['RequestStatus']
wfi.sendLog(
'actor', "rejecting %s, previous status %s" %
(fwl['RequestName'], fwl['RequestStatus']))
reqMgrClient.invalidateWorkflow(
url,
fwl['RequestName'],
current_status=fwl['RequestStatus'],
cascade=False)
datasets.update(fwl['OutputDatasets'])
#Invalidate all associated output datasets
for dataset in datasets:
results.append(setDatasetStatus(dataset, 'INVALID'))
if all(map(lambda result: result in ['None', None, True],
results)):
wfi.sendLog('actor', "%s and children are rejected" % wfname)
cloned = None
try:
cloned = singleClone(url, wfname, tasks, comment, options.do)
except Exception as e:
sendLog(
'actor',
'Failed to create clone for %s! Check logs for more information. Action will need to be resubmitted.'
% wfname,
level='critical')
wfi.sendLog('actor', 'Failed to create clone for %s!' % wfname)
print str(e)
##let's not remove the action other the workflow goes to "trouble" and the WTC cannot set the action again
#remove_action(wfname)
if not cloned:
recover = False
wfi.sendLog('actor', 'Failed to create clone for %s!' % wfname)
sendLog('actor',
'Failed to create clone for %s!' % wfname,
level='critical')
else:
wfi.sendLog('actor', "Workflow %s cloned" % wfname)
#===========================================================
elif to_force:
wfi.sendLog('actor',
'Bypassing from workflow traffic controler request')
forcing = json.loads(
open(
'/afs/cern.ch/user/v/vlimant/public/ops/forcecomplete.json'
).read())
forcing.append(wfname)
open('/afs/cern.ch/user/v/vlimant/public/ops/forcecomplete.json',
'w').write(json.dumps(sorted(set(forcing))))
elif to_hold:
wfi.sendLog('actor',
'Holding on workflow traffic controler request')
holding = json.loads(
open('/afs/cern.ch/user/v/vlimant/public/ops/onhold.json').
read())
holding.append(wfname)
open('/afs/cern.ch/user/v/vlimant/public/ops/onhold.json',
'w').write(json.dumps(sorted(set(holding))))
#===========================================================
elif to_acdc:
if 'AllSteps' in tasks:
allTasksDefaults = tasks['AllSteps']
tasks.pop('AllSteps')
for setting in allTasksDefaults:
for task in tasks:
if setting in tasks[task]:
tasks[task][setting] = allTasksDefaults[setting]
else:
tasks[task].append(
{setting: allTasksDefaults[setting]})
print "Tasks is "
print json.dumps(tasks, indent=2)
all_tasks = wfi.getAllTasks()
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
try:
WMErr = wfi.getWMErrors()
# print WMErr
except:
sendLog(
'actor',
'Cannot create ACDCS for %s because WMErr cannot be reached.'
% wfname,
level='critical')
continue
if not WMErr:
wfi.sendLog('actor', 'WMErrors is blank for %s.' % wfname)
print "FYI getWMErrors is blank. Presumably there are only unreported errors"
# continue
try:
where_to_run, missing_to_run, missing_to_run_at = wfi.getRecoveryInfo(
)
print "Where to run = "
print where_to_run
except:
sendLog(
'actor',
'Cannot create ACDCS for %s because recovery info cannot be found.'
% wfname,
level='critical')
print "Moving on. Cannot access recovery info for " + wfname
continue
if not where_to_run:
sendLog(
'actor',
'Cannot create ACDCS for %s because site list cannot be found.'
% wfname,
level='critical')
print "Moving on. where to run is blank"
continue
message_to_ops = ""
message_to_user = ""
num_tasks_to_recover = 0
if WMErr:
for task in WMErr:
if 'LogCollect' in task: continue
if 'Cleanup' in task: continue
if not 'jobfailed' in WMErr[task]:
continue
else:
num_tasks_to_recover += 1
# print "Task to recover: " + task
if not num_tasks_to_recover:
print "\tno error for", wfname
# recover = False
if 'LheInputFiles' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
sendLog(
'actor',
'Cannot create ACDCS for %s because it is a pLHE workflow.'
% wfname,
level='critical')
print "We don't try to recover pLHE. Moving on."
recover = False
# sendEmail('cannot submit action', '%s is a pLHE workflow. We do not try to recover pLHE'%wfname)
# if wfi.request['RequestType'] in ['ReReco']:
# recover= False
# print 'cannot submit action. ReReco'
# sendEmail('cannot submit action', '%s is request type ReReco'%wfname)
recovering = set()
for task in tasks:
assign_to_sites = set()
print "Task names is " + task
fulltaskname = '/' + wfname + '/' + task
# print "Full task name is " + fulltaskname
wrong_task = False
for task_info in all_tasks:
if fulltaskname == task_info.pathName:
if task_info.taskType not in [
'Processing', 'Production', 'Merge'
]:
wrong_task = True
wfi.sendLog(
'actor',
"Skipping task %s because the taskType is %s. Can only ACDC Processing, Production, or Merge tasks"
% (fulltaskname, task_info.taskType))
if wrong_task:
continue
print tasks[task]
actions = tasks[task]
for action in actions:
if action.startswith('sites'):
if type(actions[action]) != list:
assign_to_sites = [SI.SE_to_CE(actions[action])]
else:
assign_to_sites = list(
set([
SI.SE_to_CE(site)
for site in actions[action]
]))
# if action.startswith('mem') and actions[action] != "" and actions[action] != 'Same' and wfi.request['RequestType'] in ['TaskChain']:
# recover = False;
# print "Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname
# wfi.sendLog('actor',"Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname)
if not 'sites' in actions:
assign_to_sites = list(
set([SI.SE_to_CE(site)
for site in where_to_run[task]]))
print "Found", sorted(
assign_to_sites
), "as sites where to run the ACDC at, from the acdc doc of ", wfname
print "Going to run at", sorted(assign_to_sites)
if recover:
print "Initiating recovery"
acdc = singleRecovery(url,
fulltaskname,
wfi.request,
actions,
do=options.do)
if not acdc:
if options.do:
if recovering:
print wfname + " has been partially ACDC'ed. Needs manual attention."
sendLog(
'actor',
"%s has had %s/%s recoveries %s only" %
(wfname, len(recovering),
num_tasks_to_recover, list(recovering)),
level='critical')
wfi.sendLog(
'actor',
"%s has had %s/%s recoveries %s only" %
(wfname, len(recovering),
num_tasks_to_recover, list(recovering)))
break
else:
print wfname + " failed recovery once"
recover = False
break
else:
print "no action to take further"
# sendLog('recoveror', "ACDC for %s can be done automatically"% wfname, level='critical')
continue
else: #ACDC was made correctly. Now we have to assign it.
wfi.sendLog(
'actor',
'ACDC created for task %s. Actions taken \n%s' %
(fulltaskname, json.dumps(actions)))
#team = wfi.request['Teams'][0]
team = 'production'
parameters = {
'SiteWhitelist': sorted(assign_to_sites),
'AcquisitionEra': wfi.acquisitionEra(),
'ProcessingString': wfi.processingString(),
'MergedLFNBase': wfi.request['MergedLFNBase'],
'ProcessingVersion':
wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request[
'RequestType'] == 'TaskChain' and 'Merge' in task.split(
'/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'xrootd' in actions:
if actions['xrootd'] == 'enabled':
print "Going to assign via xrootd"
parameters['TrustSitelists'] = True
elif actions['xrootd'] == 'disabled':
parameters['TrustSitelists'] = False
elif ('TrustSitelists' in wfi.request
and wfi.request['TrustSitelists'] == 'true'):
parameters['TrustSitelists'] = True
else:
parameters['TrustSitelists'] = False
if 'secondary' in actions:
if actions['secondary'] == 'enabled':
print 'Enabling reading the secondary input via xrootd'
parameters['TrustPUSitelists'] = True
elif actions['secondary'] == 'disabled':
parameters['TrustPUSitelists'] = False
#in case secondary is blank or not set to enabled or disabled
elif 'TrustPUSitelists' in wfi.request and wfi.request[
'TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
elif 'TrustPUSitelists' in wfi.request and wfi.request[
'TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC", acdc
parameters['execute'] = True
wfi.sendLog('actor',
"%s was assigned for recovery" % acdc)
else:
print "no assignment done with this ACDC", acdc
sendLog('actor',
"%s needs to be assigned" % (acdc),
level='critical')
continue
# print parameters
result = reqMgrClient.assignWorkflow(
url, acdc, team, parameters)
if not result:
print acdc, "was not assigned"
sendLog('actor',
"%s needs to be assigned" % (acdc),
level='critical')
else:
recovering.add(acdc)
wfi.sendLog('actor', "ACDCs created for %s" % wfname)
#===========================================================
if recover and options.do:
remove_action(wfname)
if message_to_user:
print wfname, "to be notified to user(DUMMY)", message_to_user
if message_to_ops:
print 'message'
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
# sendLog('recoveror',message_to_ops,level='warning')
return
def closor(url, specific=None, options=None):
if userLock(): return
mlock = moduleLock()
if mlock(): return
up = componentInfo(soft=['mcm','wtc'])
if not up.check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
BI = batchInfo()
CloseI = closeoutInfo()
all_late_files = []
jump_the_line = options.announce if options else False
if jump_the_line:
print "announce option is on. Checking on things on-going ready to be announced"
wfs = session.query(Workflow).filter(Workflow.status.contains('announce')).filter(sqlalchemy.not_(Workflow.status.contains('announced'))).all()
else:
print "regular option. Checking on things done and to be announced"
wfs = session.query(Workflow).filter(Workflow.status=='close').all()
if specific:
wfs = [wfo for wfo in wfs if specific in wfo.name]
wfs_n = [w.name for w in wfs]
print "unique names?"
print len(set(wfs_n)) == len(wfs_n)
held = set()
print len(wfs),"closing"
random.shuffle( wfs )
max_per_round = UC.get('max_per_round').get('closor',None)
if options.limit: max_per_round = options.limit
if max_per_round:
## order them by priority
all_closedout = sorted(getWorkflows(url, 'closed-out', details=True), key = lambda r : r['RequestPriority'])
all_closedout = [r['RequestName'] for r in all_closedout]
def rank( wfn ):
return all_closedout.index( wfn ) if wfn in all_closedout else 0
wfs = sorted( wfs, key = lambda wfo : rank( wfo.name ),reverse=True)
wfs = wfs[:max_per_round]
batch_go = {}
batch_warnings = defaultdict(set)
batch_goodness = UC.get("batch_goodness")
closers = []
print len(wfs),"closing"
th_start = time.mktime(time.gmtime())
for iwfo,wfo in enumerate(wfs):
if specific and not specific in wfo.name: continue
closers.append( CloseBuster(
wfo = wfo,
url = url,
CI = CI,
UC = UC,
jump_the_line = jump_the_line,
batch_goodness = batch_goodness,
batch_go = batch_go,
#stats = stats,
batch_warnings = batch_warnings,
all_late_files = all_late_files,
held = held,
))
run_threads = ThreadHandler( threads = closers,
n_threads = options.threads,
sleepy = 10,
timeout = None,
verbose = True,
label = 'closor')
run_threads.start()
## waiting on all to complete
while run_threads.is_alive():
#print "Waiting on closing threads",time.asctime(time.gmtime())
time.sleep(5)
JC = JIRAClient() if up.status.get('jira',False) else None
print len(run_threads.threads),"finished thread to gather information from"
failed_threads = 0
for to in run_threads.threads:
if to.failed:
failed_threads += 1
continue
if to.outs:
for outO in to.outs:
out = outO.datasetname
odb = session.query(Output).filter(Output.datasetname==out).first()
if not odb:
print "adding an output object",out
session.add( outO )
else:
odb.date = outO.date
if to.to_status:
to.wfo.status = to.to_status
if JC and to.to_status == "done" and to.wfi:
jiras = JC.find({"prepid" : to.wfi.request['PrepID']})
for jira in jiras:
JC.close(jira.key)
if to.to_wm_status:
to.wfo.wm_status = to.to_wm_status
if to.closing:
CloseI.pop( to.wfo.name )
session.commit()
th_stop = time.mktime(time.gmtime())
if wfs:
time_spend_per_workflow = (th_stop-th_start) / float(len(wfs))
print "Average time spend per workflow is", time_spend_per_workflow
if float(failed_threads/run_threads.n_threads) > 0:
sendLog('checkor','%d/%d threads have failed, better check this out'% (failed_threads, run_threads.n_threads), level='critical')
sendEmail('checkor','%d/%d threads have failed, better check this out'% (failed_threads,run_threads.n_threads))
days_late = 0.
retries_late = 10
really_late_files = [info for info in all_late_files if info['retries']>=retries_late]
really_late_files = [info for info in really_late_files if info['delay']/(60*60*24.)>=days_late]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s'%(len(really_late_files), days_late, retries_late, json.dumps( really_late_files , indent=2) )
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor',subject)
print subject
open('%s/stuck_files.json'%monitor_dir,'w').write( json.dumps( really_late_files , indent=2))
if held:
sendLog('closor',"the workflows below are held up \n%s"%("\n".join( sorted(held) )), level='critical')
for bname,go in batch_go.items():
if go:
subject = "Release Validation Samples Batch %s"% bname
issues=""
if batch_warnings[ bname ]:
issues="The following datasets have outstanding completion (<%d%%) issues:\n\n"% batch_goodness
issues+="\n".join( sorted( batch_warnings[ bname ] ))
issues+="\n\n"
text = """
Dear all,
a batch of release validation workflows has finished.
Batch ID:
%s
Detail of the workflows
https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s
%s
This is an automated message.
"""%( bname,
bname,
issues)
to = ['*****@*****.**']
sendEmail(subject, text, destination=to )
## just announced ; take it out now.
BI.pop( bname )
if os.path.isfile('.closor_stop'):
print "The loop on workflows was shortened"
sendEmail('closor','Closor loop was shortened artificially using .closor_stop')
os.system('rm -f .closor_stop')
def assignor(url ,specific = None, talk=True, options=None):
if userLock('assignor'): return
CI = campaignInfo()
SI = siteInfo()
wfos=[]
if specific:
wfos = session.query(Workflow).filter(Workflow.name==specific).all()
if not wfos:
if specific:
wfos = session.query(Workflow).filter(Workflow.status=='considered').all()
wfos.extend( session.query(Workflow).filter(Workflow.status=='staging').all())
wfos.extend(session.query(Workflow).filter(Workflow.status=='staged').all())
for wfo in wfos:
if specific:
if not any(map(lambda sp: sp in wfo.name,specific.split(','))): continue
#if not specific in wfo.name: continue
print wfo.name,"to be assigned"
wfh = workflowInfo( url, wfo.name)
## check if by configuration we gave it a GO
if not CI.go( wfh.request['Campaign'] ) and not options.go:
print "No go for",wfh.request['Campaign']
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] !='assignment-approved':
print wfo.name,wfh.request['RequestStatus'],"skipping"
if not options.test:
continue
## retrieve from the schema, dbs and reqMgr what should be the next version
version=wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
print "cannot decide on version number"
continue
(lheinput,primary,parent,secondary) = wfh.getIO()
sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
print "Allowed",sites_allowed
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
sites_custodial = []
if len(sites_custodial)==0:
print "No custodial, it's fine, it's covered in close-out"
if len(sites_custodial)>1:
print "more than one custodial for",wfo.name
sys.exit(36)
secondary_locations=None
for sec in list(secondary):
presence = getDatasetPresence( url, sec )
print sec
print json.dumps(presence, indent=2)
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if frac>90.]
one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations==None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_all_data = copy.deepcopy( sites_allowed )
sites_with_data = copy.deepcopy( sites_allowed )
sites_with_any_data = copy.deepcopy( sites_allowed )
primary_locations = None
available_fractions = {}
for prim in list(primary):
presence = getDatasetPresence( url, prim )
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(url, prim, sites = [SI.CE_to_SE(site) for site in sites_allowed] )
sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_with_any_data = [site for site in sites_with_any_data if any([osite.startswith(site) for osite in presence.keys()])]
if primary_locations==None:
primary_locations = presence.keys()
else:
primary_locations = list(set(primary_locations) & set(presence.keys() ))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites=[]
## opportunistic running where any piece of data is available
if secondary_locations and primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations)) - set(sites_allowed))]
print "We could be running at",opportunistic_sites,"in addition"
if available_fractions and not all([available>=1. for available in available_fractions.values()]):
print "The input dataset is not located in full at any site"
print json.dumps(available_fractions)
if not options.test and not options.go: continue ## skip skip skip
copies_wanted = 2.
if available_fractions and not all([available>=copies_wanted for available in available_fractions.values()]):
print "The input dataset is not available",copies_wanted,"times, only",available_fractions.values()
if not options.go:
continue
## default back to white list to original white list with any data
print "Allowed",sites_allowed
sites_allowed = sites_with_any_data
print "Selected for any data",sites_allowed
if options.restrict:
print "Allowed",sites_allowed
sites_allowed = sites_with_any_data
print "Selected",sites_allowed
else:
if set(sites_with_data) != set(sites_allowed):
## the data is not everywhere we wanted to run at : enable aaa
print "Sites with 90% data not matching site white list (block choping!)"
print "Resorting to AAA reading for",list(set(sites_allowed) - set(sites_with_data)),"?"
print "Whitelist site with any data",list(set(sites_allowed) - set(sites_with_any_data))
#options.useSiteListAsLocation = True
#print "Not commissioned yet"
#continue
#print "We could be running at",opportunistic_sites,"in addition"
##sites_allowed = list(set(sites_allowed+ opportunistic_sites))
if not len(sites_allowed):
print wfo.name,"cannot be assign with no matched sites"
continue
parameters={
'SiteWhitelist' : sites_allowed,
'CustodialSites' : sites_custodial,
'NonCustodialSites' : sites_out,
'AutoApproveSubscriptionSites' : list(set(sites_out)),
'AcquisitionEra' : wfh.acquisitionEra(),
'ProcessingString' : wfh.processingString(),
'MergedLFNBase' : '/store/mc', ## to be figured out ! from Hi shit
'ProcessingVersion' : version,
}
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v=getattr(options,key)
if v!=None:
if ',' in v: parameters[key] = filter(None,v.split(','))
else: parameters[key] = v
## pick up campaign specific assignment parameters
parameters.update( CI.parameters(wfh.request['Campaign']) )
if not options.test:
parameters['execute'] = True
if not wfh.checkWorkflowSplitting():
## needs to go to event based ? fail for now
print "Falling back to event splitting ?"
#parameters['SplittingAlgorithm'] = 'EventBased'
continue
## plain assignment here
team='production'
if options and options.team:
team = options.team
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
else:
print "ERROR could not assign",wfo.name
else:
pass
def transferor(url ,specific = None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
LI = lockInfo()
NLI = newLockInfo()
mcm = McMClient(dev=False)
dss = DSS()
print "counting all being handled..."
being_handled = len(session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('stag')).all())
being_transfered = len(session.query(Workflow).filter(Workflow.status == 'staging').all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('assistance-')).all())
max_to_handle = options.maxworkflows
max_to_transfer = options.maxstaging
allowed_to_handle = max(0,max_to_handle - being_handled)
allowed_to_transfer = max(0,max_to_transfer - being_transfered)
wf_buffer = 5
if allowed_to_handle<=wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than",max_to_handle,"at a time. Currently",being_handled,"and",wf_buffer,"buffer"
else:
print being_handled,"already being handled",max_to_handle,"max allowed,",allowed_to_handle,"remaining","and",wf_buffer,"buffer"
if allowed_to_transfer <= wf_buffer:
print "Not allowed to transfer more than",max_to_transfer,"at a time. Currently",being_transfered,"and",wf_buffer,"buffer"
else:
print being_transfered,"already being transfered",max_to_transfer,"max allowed,",allowed_to_transfer,"remaining","and",wf_buffer,"buffer"
print "... done"
all_transfers=defaultdict(list)
needing_locks=defaultdict(list)
workflow_dependencies = defaultdict(set) ## list of wf.id per input dataset
wfs_and_wfh=[]
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
for wfo in session.query(Workflow).filter(Workflow.status=='considered').all():
print "\t",wfo.name
if specific and not specific in wfo.name: continue
cache_r =filter(lambda d:d['RequestName']==wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False, request = cache_r[0]) ) )
else:
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False) ) )
print "... done"
transfers_per_sites = defaultdict(int)
input_sizes = {}
input_cput = {}
input_st = {}
## list the size of those in transfer already
in_transfer_priority=0
min_transfer_priority=100000000
print "getting all wf in staging ..."
for wfo in session.query(Workflow).filter(Workflow.status=='staging').all():
wfh = workflowInfo( url, wfo.name, spec=False)
(lheinput,primary,parent,secondary) = wfh.getIO()
sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
for site in sites_allowed: ## we should get the actual transfer destination instead of the full white list
transfers_per_sites[site] += 1
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
input_sizes[prim] = dss.get( prim )
print "\t",wfo.name,"needs",input_sizes[prim],"GB"
in_transfer_priority = max(in_transfer_priority, int(wfh.request['RequestPriority']))
min_transfer_priority = min(min_transfer_priority, int(wfh.request['RequestPriority']))
print "... done"
print "Max priority in transfer already",in_transfer_priority
print "Min priority in transfer already",min_transfer_priority
print "transfers per sites"
print json.dumps( transfers_per_sites, indent=2)
in_transfer_already = sum(input_sizes.values())
cput_in_transfer_already = sum(input_cput.values())
st_in_transfer_already = sum(input_st.values())
# shuffle first by name
random.shuffle( wfs_and_wfh )
#sort by priority higher first
wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(i[1].request['RequestPriority']),int(j[1].request['RequestPriority']) ), reverse=True)
## list the size of all inputs
print "getting all input sizes ..."
for (wfo,wfh) in wfs_and_wfh:
(_,primary,_,_) = wfh.getIO()
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
input_sizes[prim] = dss.get( prim )
print "... done"
cput_grand_total = sum(input_cput.values())
cput_to_transfer = cput_grand_total - cput_in_transfer_already
st_grand_total = sum(input_st.values())
st_to_transfer = st_grand_total - st_in_transfer_already
print "%15.4f [CPU h] worth already in transfer"%cput_in_transfer_already
print "%15.4f [CPU h] worth is the current requested transfer load"%cput_to_transfer
print "%15.4f [h] worth of absolute system time in transfer"%( cput_in_transfer_already / SI.availableSlots())
print "%15.4f [h] worth of absolute system time is the current requested transfer load"%( cput_to_transfer / SI.availableSlots())
print "%15.4f [h] worth of theoritical system time in transfer"%( st_in_transfer_already )
print "%15.4f [h] worth of theoritical system time is the current requested transfer load"%( st_to_transfer )
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered"%in_transfer_already
print "%15.4f GB is the current requested transfer load"%to_transfer
print "%15.4f GB is the global transfer limit"%grand_transfer_limit
print "%15.4f GB is the available limit"%transfer_limit
max_staging_per_site = options.maxstagingpersite
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer=0 ## so that we can count'em
passing_along = 0
transfer_sizes={}
went_over_budget=False
destination_cache = {}
for (wfo,wfh) in wfs_and_wfh:
print wfh.request['RequestPriority']
print wfo.name,"to be transfered"
#wfh = workflowInfo( url, wfo.name)
(_,primary,_,_) = wfh.getIO()
this_load=sum([input_sizes[prim] for prim in primary])
if ( this_load and (sum(transfer_sizes.values())+this_load > transfer_limit or went_over_budget ) ):
if went_over_budget:
print "Transfer has gone over bubget."
else:
print "Transfer will go over bubget."
print "%15.4f GB this load"%this_load
print "%15.4f GB already this round"%sum(transfer_sizes.values())
print "%15.4f GB is the available limit"%transfer_limit
went_over_budget=True
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over budget"
else:
if not options.go:
print min_transfer_priority,"minimum priority",wfh.request['RequestPriority'],"<",in_transfer_priority,"stop"
continue
## throtlle by campaign go
if not CI.go( wfh.request['Campaign'] ):
print "No go for",wfh.request['Campaign']
if not options.go:
sendEmail("no go for managing","No go for "+wfh.request['Campaign'])
continue
## check if the batch is announced
def check_mcm(wfn):
announced=False
is_real=False
if not wfn.startswith('pdmvserv'):
is_real = True
try:
for b in mcm.getA('batches',query='contains=%s'% wfo.name):
is_real = True
if b['status']=='announced':
announced=True
break
except:
try:
for b in mcm.getA('batches',query='contains=%s'% wfo.name):
is_real = True
if b['status']=='announced':
announced=True
break
except:
print "could not get mcm batch announcement, assuming not real"
return announced,is_real
if not use_mcm:
announced,is_real = False,True
else:
announced,is_real = check_mcm( wfo.name )
if not announced:
print wfo.name,"does not look announced."# skipping?, rejecting?, reporting?"
if not is_real:
print wfo.name,"does not appear to be genuine."
## prevent any duplication. if the wf is not mentioned in any batch, regardless of status
continue
## check on a grace period
injection_time = time.mktime(time.strptime('.'.join(map(str,wfh.request['RequestDate'])),"%Y.%m.%d.%H.%M.%S")) / (60.*60.)
now = time.mktime(time.gmtime()) / (60.*60.)
if float(now - injection_time) < 4.:
if not options.go and not announced:
print "It is too soon to start transfer: %3.2fH remaining"%(now - injection_time)
continue
if passing_along >= allowed_to_handle:
#if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and int(wfh.request['RequestPriority']) !=min_transfer_priority:
## higher priority, and not only this priority being transfered
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over",max_to_handle
else:
print "Not allowed to pass more than",max_to_handle,"at a time. Currently",being_handled,"handled, and adding",passing_along
if not options.go: break
if this_load and needs_transfer >= allowed_to_transfer:
#if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and int(wfh.request['RequestPriority']) !=min_transfer_priority:
## higher priority, and not only this priority being transfered
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over",max_to_transfer
else:
print "Not allowed to transfer more than",max_to_transfer,"at a time. Currently",being_transfered,"transfering, and adding",needs_transfer
if not options.go: continue
(lheinput,primary,parent,secondary) = wfh.getIO()
for dataset in list(primary)+list(parent)+list(secondary):
## lock everything flat
NLI.lock( dataset )
if options and options.tosites:
sites_allowed = options.tosites.split(',')
else:
sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
if 'SiteWhitelist' in CI.parameters(wfh.request['Campaign']):
sites_allowed = CI.parameters(wfh.request['Campaign'])['SiteWhitelist']
if 'SiteBlacklist' in CI.parameters(wfh.request['Campaign']):
sites_allowed = list(set(sites_allowed) - set(CI.parameters(wfh.request['Campaign'])['SiteBlacklist']))
## reduce right away to sites in case of memory limitation
memory_allowed = SI.sitesByMemory( wfh.request['Memory'] )
if memory_allowed!=None:
print "sites allowing", wfh.request['Memory'],"are",memory_allowed
sites_allowed = list(set(sites_allowed) & set(memory_allowed))
if not sites_allowed:
print wfo.name,"has no possible sites to run at"
print "available for",wfh.request['Memory'],"are",memory_allowed
sendEmail("no possible sites","%s has no possible sites to run at"%( wfo.name ))
continue
blocks = []
if 'BlockWhitelist' in wfh.request and wfh.request['BlockWhitelist']:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## should make the block selection here
pass
if 'LumiList' in wfh.request and wfh.request['LumiList']:
## same, we could be doing the white list here too
pass
if blocks:
print "Reading",len(blocks),"in whitelist"
can_go = True
staging=False
allowed=True
if primary:
copies_needed_from_CPUh,CPUh = wfh.getNCopies()
if talk:
print wfo.name,'reads',', '.join(primary),'in primary'
## chope the primary dataset
for prim in primary:
max_priority[prim] = max(max_priority[prim],int(wfh.request['RequestPriority']))
sites_allowed = [site for site in sites_allowed if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
print "Sites allowed minus the vetoed transfer"
print sorted(sites_allowed)
copies_needed_from_site = int(0.35*len(sites_allowed))+1 ## should just go for a fixed number based if the white list grows that big
print "Would make",copies_needed_from_site,"copies from site white list"
copies_needed = copies_needed_from_site
print "Would make",copies_needed_from_CPUh,"from cpu requirement",CPUh
copies_needed = copies_needed_from_CPUh
if options.maxcopy>0:
## stop maxing things out ??
#copies_needed = min(options.maxcopy,copies_needed)
#print "Maxed to",copies_needed
if copies_needed_from_CPUh > options.maxcopy:
sendEmail('An example of more than three copies','for %s it could have been beneficial to make %s copies'%( wfo.name, copies_needed_from_CPUh))
if 'Campaign' in wfh.request and wfh.request['Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[wfh.request['Campaign']]['maxcopies']
copies_needed = min(copies_needed_from_campaign,copies_needed_from_site)
print "Maxed to",copies_needed,"by campaign configuration",wfh.request['Campaign']
## remove the sites that do not want transfers
workflow_dependencies[prim].add( wfo.id )
#####################################
###### JR 3/8/15 #### deprecating this
"""
presence = getDatasetPresence( url, prim , within_sites = [SI.CE_to_SE(site) for site in sites_allowed])
prim_location = [site for site,pres in presence.items() if pres[0]==True]
prim_parts = [site for site,pres in presence.items() if pres[0]==False]
if len(prim_location) >= copies_needed:
print "The output is all fully in place at",len(prim_location),"sites"
continue
# reduce the number of copies required by existing full copies
copies_needed = max(0,copies_needed - len(prim_location))
print "now need",copies_needed
subscriptions = listSubscriptions( url , prim , sites_allowed )
prim_destination = list(set([site for (site,(tid,decision)) in subscriptions.items() if decision and not any([site.endswith(veto) for veto in ['MSS','Export','Buffer']])]))
## remove the subscription where the dataset is in parts at
#prim_destination = list(set([site for (site,(tid,decision)) in subscriptions.items() if decision and not any([site.endswith(veto) for veto in ['MSS','Export','Buffer']]) and not site in prim_parts]))
## need to reject from that list the ones with a full copy already: i.e the transfer corresponds to the copy in place
prim_destination = [site for site in prim_destination if not site in prim_location]
## add transfer dependencies
latching_on_transfers = list(set([ tid for (site,(tid,decision)) in subscriptions.items() if decision and site in prim_destination and not any([site.endswith(veto) for veto in ['MSS','Export','Buffer']])]))
print latching_on_transfers
"""
###### JR 3/8/15 #### deprecating this
#####################################
### new ways of making the whole thing
destinations,all_block_names = getDatasetDestinations(url, prim, within_sites = [SI.CE_to_SE(site) for site in sites_allowed], only_blocks=blocks )
#destinations,all_block_names = getDatasetDestinations(url, prim, within_sites = [SI.CE_to_SE(site) for site in sites_allowed], only_blocks=blocks, group='DataOps')
#anaops_destinations,anaops_all_block_names = getDatasetDestinations(url, prim, within_sites = [SI.CE_to_SE(site) for site in sites_allowed], only_blocks=blocks, group='AnalysisOps' )
print json.dumps(destinations, indent=2)
## get where the dataset is in full and completed
prim_location = [site for (site,info) in destinations.items() if info['completion']==100 and info['data_fraction']==1]
## the rest is places it is going to be
prim_destination = [site for site in destinations.keys() if not site in prim_location]
## need to take out the transfer veto
prim_destination = [site for site in prim_destination if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
for dsite in prim_destination:
needing_locks[dsite].append( prim )
if len(prim_location) >= copies_needed:
print "The output is all fully in place at",len(prim_location),"sites",prim_location
continue
copies_needed = max(0,copies_needed - len(prim_location))
print "now need",copies_needed
copies_being_made = [ sum([info['blocks'].keys().count(block) for site,info in destinations.items() if site in prim_destination]) for block in all_block_names]
latching_on_transfers = set()
[latching_on_transfers.update(info['blocks'].values()) for site,info in destinations.items() if site in prim_destination]
latching_on_transfers = list(latching_on_transfers)
#print latching_on_transfers
## figure out where all this is going to go
prim_to_distribute = [site for site in sites_allowed if not SI.CE_to_SE(site) in prim_location]
prim_to_distribute = [site for site in prim_to_distribute if not SI.CE_to_SE(site) in prim_destination]
## take out the ones that cannot receive transfers
prim_to_distribute = [site for site in prim_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if any([transfers_per_sites[site] < max_staging_per_site for site in prim_to_distribute]):
## means there is openings let me go
print "There are transfer slots available:",[(site,transfers_per_sites[site]) for site in prim_to_distribute]
for site in sites_allowed:
#increment accross the board, regardless of real destination: could be changed
transfers_per_sites[site] += 1
else:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over transfer slots available"
else:
print "Not allowed to transfer more than",max_staging_per_site," per site at a time. Going overboard for",[site for site in prim_to_distribute if transfers_per_sites[site]>=max_staging_per_site]
if not options.go:
allowed = False
break
for latching in latching_on_transfers:
tfo = session.query(Transfer).filter(Transfer.phedexid == latching).first()
if not tfo:
tfo = Transfer( phedexid = latching)
tfo.workflows_id = []
session.add(tfo)
if not wfo.id in tfo.workflows_id:
print "adding",wfo.id,"to",tfo.id,"with phedexid",latching
l = copy.deepcopy( tfo.workflows_id )
l.append( wfo.id )
tfo.workflows_id = l
if not options.test:
session.commit()
else:
session.flush() ## regardless of commit later on, we need to let the next wf feeding on this transfer to see it in query
can_go = False
transfer_sizes[prim] = input_sizes[prim]
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
#copies_needed = max(0,copies_needed - len(prim_destination))
copies_needed = max(0,copies_needed - min(copies_being_made))
print "then need",copies_needed
if copies_needed == 0:
print "The output is either fully in place or getting in full somewhere with",latching_on_transfers
can_go = True
continue
if len(prim_to_distribute)>0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
chops,sizes = getDatasetChops(prim, chop_threshold = options.chopsize, only_blocks=blocks)
spreading = distributeToSites( chops, prim_to_distribute, n_copies = copies_needed, weights=SI.cpu_pledges, sizes=sizes)
transfer_sizes[prim] = sum(sizes)
else:
spreading = {}
for site in prim_to_distribute:
if blocks:
spreading[site]=blocks
else:
spreading[site]=[prim]
transfer_sizes[prim] = input_sizes[prim] ## this is approximate if blocks are specified
can_go = False
print "selected CE destinations",spreading.keys()
for (site,items) in spreading.items():
all_transfers[site].extend( items )
if not allowed:
print "Not allowed to move on with",wfo.name
continue
if secondary:
if talk:
print wfo.name,'reads',', '.join(secondary),'in secondary'
for sec in secondary:
workflow_dependencies[sec].add( wfo.id )
if False:
## new style, failing on minbias
if not sec in destination_cache:
## this is barbbaric, and does not show the correct picture on workflow by workflow with different whitelist
destination_cache[sec],_ = getDatasetDestinations(url, sec, within_sites = [SI.CE_to_SE(site) for site in sites_allowed])
destinations = destination_cache[sec]
## truncate location/destination to those making up for >90% of the dataset
bad_destinations = [destinations.pop(site) for (site,info) in destinations.items() if info['data_fraction']<0.9]
sec_location = [site for (site,info) in destinations.items() if info['completion']>=95]
sec_destination = [site for site in destinations.keys() if not site in sec_location]
else:
## old style
presence = getDatasetPresence( url, sec )
sec_location = [site for site,pres in presence.items() if pres[1]>90.] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions( url ,sec )
sec_destination = [site for site in subscriptions]
for site in sec_location:
needing_locks[site].append( sec )
for site in sec_destination:
needing_locks[site].append( sec )
sec_to_distribute = [site for site in sites_allowed if not any([osite.startswith(site) for osite in sec_location])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in sec_destination])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if len( sec_to_distribute )>0:
sec_size = dss.get( sec )
for site in sec_to_distribute:
site_se =SI.CE_to_SE(site)
if (SI.disk[site_se]*1024.) > sec_size:
all_transfers[site].append( sec )
can_go = False
else:
print "could not send the secondary input to",site_se,"because it is too big for the available disk",SI.disk[site_se]*1024,"GB need",sec_size
#sendEmail('secondary input too big','%s is too big (%s) for %s (%s)'%( sec, sec_size, site_se, SI.disk[site_se]*1024))
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
print wfo.name,"latches on existing transfers, and nothing else"
wfo.status = 'staging'
needs_transfer+=1
else:
print wfo.name,"should just be assigned NOW to",sites_allowed
wfo.status = 'staged'
passing_along+=1
print "setting status to",wfo.status
session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
print wfo.name,"latches on existing transfers"
if not options.test:
wfo.status = 'staging'
print "setting status to",wfo.status
session.commit()
print wfo.name,"needs a transfer"
needs_transfer+=1
passing_along+=1
print "accumulated locks of dataset in place"
print json.dumps(needing_locks, indent=2)
for site,items in needing_locks.items():
for item in items:
LI.lock( item, SI.CE_to_SE(site), 'usable input')
print "accumulated transfers"
print json.dumps(all_transfers, indent=2)
fake_id=-1
wf_id_in_prestaging=set()
for (site,items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
if site in SI.sites_veto_transfer:
print site,"does not want transfers"
continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
datasets = [it for it in items_to_transfer if not '#' in it]
if execute:
print "Making a replica to",site,"(CE)",site_se,"(SE) for"
else:
print "Would make a replica to",site,"(CE)",site_se,"(SE) for"
print "\t",len(blocks),"blocks"
## remove blocks if full dataset is send out
blocks = [block for block in blocks if not block.split('#')[0] in datasets]
print "\t",len(blocks),"needed blocks for",list(set([block.split('#')[0] for block in blocks]))
print "\t",len(datasets),"datasets"
print "\t",datasets
items_to_transfer = blocks + datasets
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y','yes','go']:
continue
if execute:
result = makeReplicaRequest(url, site_se, items_to_transfer, 'prestaging', priority='normal')
## make use of max_priority dataset:priority to set the subscriptions priority
"""
## does not function
once = True
for item in items_to_transfer:
bds = item.split('#')[0]
if max_priority[bds] >= 90000:
if once:
w=10
print "waiting",w,"s before raising priority"
time.sleep(w)
once=False
## raise it to high priority
print item,"subscription priority raised to high at",site_se
#print "This does not work yet properly it seems"
print updateSubscription(url, site_se, item, priority='high')
"""
#for item in list(set([it.split('#')[0] for it in items_to_transfer])):
for item in items_to_transfer:
LI.lock( item, site_se, 'pre-staging')
else:
#result= {'phedex':{'request_created' : [{'id' : fake_id}]}}
result= {'phedex':{'request_created' : []}}
fake_id-=1
if not result:
print "ERROR Could not make a replica request for",site,items_to_transfer,"pre-staging"
continue
for phedexid in [o['id'] for o in result['phedex']['request_created']]:
new_transfer = session.query(Transfer).filter(Transfer.phedexid == phedexid).first()
print phedexid,"transfer created"
if not new_transfer:
new_transfer = Transfer( phedexid = phedexid)
session.add( new_transfer )
new_transfer.workflows_id = set()
for transfering in list(set(map(lambda it : it.split('#')[0], items_to_transfer))):
new_transfer.workflows_id.update( workflow_dependencies[transfering] )
new_transfer.workflows_id = list(new_transfer.workflows_id)
wf_id_in_prestaging.update(new_transfer.workflows_id)
session.commit()
## auto approve it
if execute:
approved = approveSubscription(url, phedexid, [site_se])
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status!='staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting",tr_wf.name,"to staging"
session.commit()
def closor(url, specific=None, options=None):
if userLock(): return
mlock = moduleLock()
if mlock() and not options.manual: return
up = componentInfo(soft=['mcm', 'wtc'])
if not up.check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
BI = batchInfo()
CloseI = closeoutInfo()
all_late_files = []
jump_the_line = options.announce if options else False
if jump_the_line:
print "announce option is on. Checking on things on-going ready to be announced"
wfs = session.query(Workflow).filter(
Workflow.status.contains('announce')).filter(
sqlalchemy.not_(Workflow.status.contains('announced'))).all()
else:
print "regular option. Checking on things done and to be announced"
wfs = session.query(Workflow).filter(Workflow.status == 'close').all()
if specific:
wfs = [wfo for wfo in wfs if specific in wfo.name]
wfs_n = [w.name for w in wfs]
print "unique names?"
print len(set(wfs_n)) == len(wfs_n)
held = set()
print len(wfs), "closing"
random.shuffle(wfs)
max_per_round = UC.get('max_per_round').get('closor', None)
if options.limit: max_per_round = options.limit
if max_per_round:
## order them by priority
all_closedout = sorted(getWorkflows(url, 'closed-out', details=True),
key=lambda r: r['RequestPriority'])
all_closedout = [r['RequestName'] for r in all_closedout]
def rank(wfn):
return all_closedout.index(wfn) if wfn in all_closedout else 0
wfs = sorted(wfs, key=lambda wfo: rank(wfo.name), reverse=True)
wfs = wfs[:max_per_round]
batch_go = {}
batch_warnings = defaultdict(set)
batch_extreme_warnings = defaultdict(set)
batch_goodness = UC.get("batch_goodness")
closers = []
print len(wfs), "closing"
th_start = time.mktime(time.gmtime())
for iwfo, wfo in enumerate(wfs):
if specific and not specific in wfo.name: continue
if not options.manual and (
'cmsunified_task_HIG-RunIIFall17wmLHEGS-05036__v1_T_200712_005621_4159'
.lower() in (wfo.name).lower() or
'pdmvserv_task_HIG-RunIISummer16NanoAODv7-03979__v1_T_200915_013748_1986'
.lower() in (wfo.name).lower()):
continue
closers.append(
CloseBuster(
wfo=wfo,
url=url,
CI=CI,
UC=UC,
jump_the_line=jump_the_line,
batch_goodness=batch_goodness,
batch_go=batch_go,
#stats = stats,
batch_warnings=batch_warnings,
batch_extreme_warnings=batch_extreme_warnings,
all_late_files=all_late_files,
held=held,
))
run_threads = ThreadHandler(threads=closers,
n_threads=options.threads,
sleepy=10,
timeout=None,
verbose=True,
label='closor')
run_threads.start()
## waiting on all to complete
while run_threads.is_alive():
#print "Waiting on closing threads",time.asctime(time.gmtime())
time.sleep(5)
JC = JIRAClient() if up.status.get('jira', False) else None
print len(
run_threads.threads), "finished thread to gather information from"
failed_threads = 0
for to in run_threads.threads:
if to.failed:
failed_threads += 1
continue
if to.outs:
for outO in to.outs:
out = outO.datasetname
odb = session.query(Output).filter(
Output.datasetname == out).first()
if not odb:
print "adding an output object", out
session.add(outO)
else:
odb.date = outO.date
if to.to_status:
to.wfo.status = to.to_status
if JC and to.to_status == "done" and to.wfi:
jiras = JC.find({"prepid": to.wfi.request['PrepID']})
for jira in jiras:
JC.close(jira.key)
if to.to_wm_status:
to.wfo.wm_status = to.to_wm_status
if to.closing:
CloseI.pop(to.wfo.name)
session.commit()
th_stop = time.mktime(time.gmtime())
if wfs:
time_spend_per_workflow = (th_stop - th_start) / float(len(wfs))
print "Average time spend per workflow is", time_spend_per_workflow
if float(failed_threads / run_threads.n_threads) > 0:
sendLog('checkor',
'%d/%d threads have failed, better check this out' %
(failed_threads, run_threads.n_threads),
level='critical')
sendEmail(
'checkor', '%d/%d threads have failed, better check this out' %
(failed_threads, run_threads.n_threads))
days_late = 0.
retries_late = 10
really_late_files = [
info for info in all_late_files if info['retries'] >= retries_late
]
really_late_files = [
info for info in really_late_files
if info['delay'] / (60 * 60 * 24.) >= days_late
]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s' % (
len(really_late_files), days_late, retries_late,
json.dumps(really_late_files, indent=2))
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor', subject)
print subject
open('%s/stuck_files.json' % monitor_dir,
'w').write(json.dumps(really_late_files, indent=2))
if held:
sendLog('closor',
"the workflows below are held up \n%s" %
("\n".join(sorted(held))),
level='critical')
for bname, go in batch_go.items():
if go:
subject = "Release Validation Samples Batch %s" % bname
issues = ""
#if batch_warnings[ bname ]:
# issues="The following datasets have outstanding completion (<%d%%) issues:\n\n"% batch_goodness
# issues+="\n".join( sorted( batch_warnings[ bname ] ))
# issues+="\n\n"
if batch_extreme_warnings[bname]:
subject = "Low Statistics for %s" % bname
issues = "The following datasets have outstanding completion (<50%%) issues:\n\n"
issues += "\n".join(sorted(batch_extreme_warnings[bname]))
issues += "\n\n"
elif batch_warnings[bname]:
issues = "The following datasets have outstanding completion (<%d%%) issues:\n\n" % batch_goodness
issues += "\n".join(sorted(batch_warnings[bname]))
issues += "\n\n"
text = ""
text += "Dear all,\n\n"
text += "A batch of release validation workflows has finished.\n\n"
text += "Batch ID:\n\n"
text += "%s\n\n" % (bname)
text += "Detail of the workflows\n\n"
text += "https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s\n\n" % (
bname)
text += "%s\n\n" % (issues)
text += "This is an automated message.\n\n"
text += ""
to = ['*****@*****.**']
sendEmail(subject, text, destination=to)
## just announced ; take it out now.
BI.pop(bname)
deleteCampaignConfig(bname)
if os.path.isfile('.closor_stop'):
print "The loop on workflows was shortened"
sendEmail('closor',
'Closor loop was shortened artificially using .closor_stop')
os.system('rm -f .closor_stop')
def checkor(url, spec=None, options=None):
fDB = closeoutInfo()
if userLock():
return
if duplicateLock():
return
UC = unifiedConfiguration()
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=["mcm"])
if not up.check():
return
use_mcm = up.status["mcm"]
wfs = []
if options.fetch:
## get all in running and check
wfs.extend(session.query(Workflow).filter(Workflow.status == "away").all())
wfs.extend(session.query(Workflow).filter(Workflow.status == "assistance").all())
if options.nofetch:
## than get all in need for assistance
wfs.extend(session.query(Workflow).filter(Workflow.status.startswith("assistance-")).all())
custodials = defaultdict(list) # sites : dataset list
transfers = defaultdict(list) # sites : dataset list
invalidations = [] # a list of files
SI = global_SI
CI = campaignInfo()
mcm = McMClient(dev=False)
def get_campaign(output, wfi):
campaign = None
try:
campaign = output.split("/")[2].split("-")[0]
except:
if "Campaign" in wfi.request:
campaign = wfi.request["Campaign"]
return campaign
by_passes = []
holdings = []
for bypassor, email in [
("jbadillo", "*****@*****.**"),
("vlimant", "*****@*****.**"),
("jen_a", "*****@*****.**"),
]:
bypass_file = "/afs/cern.ch/user/%s/%s/public/ops/bypass.json" % (bypassor[0], bypassor)
if not os.path.isfile(bypass_file):
print "no file", bypass_file
continue
try:
by_passes.extend(json.loads(open(bypass_file).read()))
except:
print "cannot get by-passes from", bypass_file, "for", bypassor
sendEmail("malformated by-pass information", "%s is not json readable" % (bypass_file), destination=[email])
holding_file = "/afs/cern.ch/user/%s/%s/public/ops/onhold.json" % (bypassor[0], bypassor)
if not os.path.isfile(holding_file):
print "no file", holding_file
continue
try:
holdings.extend(json.loads(open(holding_file).read()))
except:
print "cannot get holdings from", holding_file, "for", bypassor
sendEmail(
"malformated by-pass information", "%s is not json readable" % (holding_file), destination=[email]
)
total_running_time = 5.0 * 60.0
sleep_time = max(0.5, total_running_time / len(wfs))
for wfo in wfs:
if spec and not (spec in wfo.name):
continue
time.sleep(sleep_time)
print "checking on", wfo.name
## get info
wfi = workflowInfo(url, wfo.name)
## make sure the wm status is up to date.
# and send things back/forward if necessary.
wfo.wm_status = wfi.request["RequestStatus"]
if wfo.wm_status == "closed-out":
## manually closed-out
print wfo.name, "is already", wfo.wm_status
wfo.status = "close"
session.commit()
continue
elif wfo.wm_status in [
"failed",
"aborted",
"aborted-archived",
"rejected",
"rejected-archived",
"aborted-completed",
]:
## went into trouble
wfo.status = "trouble"
print wfo.name, "is in trouble", wfo.wm_status
session.commit()
continue
elif wfo.wm_status in ["assigned", "acquired"]:
## not worth checking yet
print wfo.name, "not running yet"
session.commit()
continue
if "-onhold" in wfo.status:
if wfo.name in holdings and wfo.name not in by_passes:
print wfo.name, "on hold"
continue
if wfo.name in holdings and wfo.name not in by_passes:
wfo.status = "assistance-onhold"
print "setting", wfo.name, "on hold"
session.commit()
continue
if wfo.wm_status != "completed" and not wfo.name in by_passes:
## for sure move on with closeout check if in completed
print "no need to check on", wfo.name, "in status", wfo.wm_status
session.commit()
continue
session.commit()
sub_assistance = "" # if that string is filled, there will be need for manual assistance
is_closing = True
## get it from somewhere
by_pass_checks = False
if wfo.name in by_passes:
print "we can bypass checks on", wfo.name
by_pass_checks = True
for bypass in by_passes:
if bypass in wfo.name:
print "we can bypass", wfo.name, "because of keyword", bypass
by_pass_checks = True
break
if not CI.go(wfi.request["Campaign"]) and not by_pass_checks:
print "No go for", wfo.name
continue
# tuck out DQMIO/DQM
wfi.request["OutputDatasets"] = [out for out in wfi.request["OutputDatasets"] if not "/DQM" in out]
## anything running on acdc
familly = getWorkflowById(url, wfi.request["PrepID"], details=True)
acdc = []
acdc_inactive = []
has_recovery_going = False
had_any_recovery = False
for member in familly:
if member["RequestType"] != "Resubmission":
continue
if member["RequestName"] == wfo.name:
continue
if member["RequestDate"] < wfi.request["RequestDate"]:
continue
if member["RequestStatus"] in [
"running-open",
"running-closed",
"assignment-approved",
"assigned",
"acquired",
]:
print wfo.name, "still has an ACDC running", member["RequestName"]
acdc.append(member["RequestName"])
# print json.dumps(member,indent=2)
## hook for just waiting ...
is_closing = False
has_recovery_going = True
elif member["RequestStatus"] == None:
print member["RequestName"], "is not real"
pass
else:
acdc_inactive.append(member["RequestName"])
had_any_recovery = True
## completion check
percent_completions = {}
# print "let's see who is crashing", wfo.name
# print wfi.request['TotalInputEvents'],wfi.request['TotalInputLumis']
if not "TotalInputEvents" in wfi.request:
event_expected, lumi_expected = 0, 0
if not "recovery" in wfo.status:
sendEmail(
"missing member of the request",
"TotalInputEvents is missing from the workload of %s" % wfo.name,
destination=["*****@*****.**"],
)
else:
event_expected, lumi_expected = wfi.request["TotalInputEvents"], wfi.request["TotalInputLumis"]
if "RequestNumEvents" in wfi.request:
event_expected = int(wfi.request["RequestNumEvents"])
elif "Task1" in wfi.request and "RequestNumEvents" in wfi.request["Task1"]:
event_expected = int(wfi.request["Task1"]["RequestNumEvents"])
fractions_pass = {}
for output in wfi.request["OutputDatasets"]:
event_count, lumi_count = getDatasetEventsAndLumis(dataset=output)
percent_completions[output] = 0.0
if lumi_expected:
percent_completions[output] = lumi_count / float(lumi_expected)
if event_expected:
percent_completions[output] = max(percent_completions[output], event_count / float(event_expected))
fractions_pass[output] = 0.95
c = get_campaign(output, wfi)
if c in CI.campaigns and "fractionpass" in CI.campaigns[c]:
fractions_pass[output] = CI.campaigns[c]["fractionpass"]
print "overriding fraction to", fractions_pass[output], "for", output
if options.fractionpass:
fractions_pass[output] = options.fractionpass
print "overriding fraction to", fractions_pass[output], "by command line for", output
if not all([percent_completions[out] >= fractions_pass[out] for out in fractions_pass]):
print wfo.name, "is not completed"
print json.dumps(percent_completions, indent=2)
print json.dumps(fractions_pass, indent=2)
## hook for creating automatically ACDC ?
if has_recovery_going:
sub_assistance += "-recovering"
elif had_any_recovery:
## we want to have this looked at
sub_assistance += "-manual"
else:
sub_assistance += "-recovery"
is_closing = False
## correct lumi < 300 event per lumi
events_per_lumi = {}
for output in wfi.request["OutputDatasets"]:
events_per_lumi[output] = getDatasetEventsPerLumi(output)
lumi_upper_limit = {}
for output in wfi.request["OutputDatasets"]:
upper_limit = 301.0
campaign = get_campaign(output, wfi)
# if 'EventsPerLumi' in wfi.request and 'FilterEfficiency' in wfi.request:
# upper_limit = 1.5*wfi.request['EventsPerLumi']*wfi.request['FilterEfficiency']
# print "setting the upper limit of lumisize to",upper_limit,"by request configuration"
if campaign in CI.campaigns and "lumisize" in CI.campaigns[campaign]:
upper_limit = CI.campaigns[campaign]["lumisize"]
print "overriding the upper lumi size to", upper_limit, "for", campaign
if options.lumisize:
upper_limit = options.lumisize
print "overriding the upper lumi size to", upper_limit, "by command line"
lumi_upper_limit[output] = upper_limit
if any([events_per_lumi[out] >= lumi_upper_limit[out] for out in events_per_lumi]):
print wfo.name, "has big lumisections"
print json.dumps(events_per_lumi, indent=2)
## hook for rejecting the request ?
sub_assistance += "-biglumi"
is_closing = False
any_presence = {}
for output in wfi.request["OutputDatasets"]:
any_presence[output] = getDatasetPresence(url, output, vetoes=[])
## custodial copy
custodial_locations = {}
custodial_presences = {}
for output in wfi.request["OutputDatasets"]:
custodial_presences[output] = [s for s in any_presence[output] if "MSS" in s]
custodial_locations[output] = phedexClient.getCustodialSubscriptionRequestSite(output)
if not custodial_locations[output]:
custodial_locations[output] = []
## presence in phedex
phedex_presence = {}
for output in wfi.request["OutputDatasets"]:
phedex_presence[output] = phedexClient.getFileCountDataset(url, output)
vetoed_custodial_tier = UC.get("tiers_with_no_custodial")
out_worth_checking = [
out for out in custodial_locations.keys() if out.split("/")[-1] not in vetoed_custodial_tier
]
size_worth_checking = sum(
[getDatasetSize(out) / 1023.0 for out in out_worth_checking]
) ## size in TBs of all outputs
if not all(map(lambda sites: len(sites) != 0, [custodial_locations[out] for out in out_worth_checking])):
print wfo.name, "has not all custodial location"
print json.dumps(custodial_locations, indent=2)
##########
## hook for making a custodial replica ?
custodial = None
## get from other outputs
for output in out_worth_checking:
if len(custodial_locations[output]):
custodial = custodial_locations[output][0]
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the other output custodial:", custodial, "because of limited space"
custodial = None
## try to get it from campaign configuration
if not custodial:
for output in out_worth_checking:
campaign = get_campaign(output, wfi)
if campaign in CI.campaigns and "custodial" in CI.campaigns[campaign]:
custodial = CI.campaigns[campaign]["custodial"]
print "Setting custodial to", custodial, "from campaign configuration"
break
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the unified configuration custodial:", custodial, "because of limited space"
custodial = None
## get from the parent
pick_custodial = True
if not custodial and "InputDataset" in wfi.request:
## this is terribly dangerous to assume only
parents_custodial = phedexClient.getCustodialSubscriptionRequestSite(wfi.request["InputDataset"])
###parents_custodial = findCustodialLocation(url, wfi.request['InputDataset'])
if not parents_custodial:
parents_custodial = []
if len(parents_custodial):
custodial = parents_custodial[0]
else:
print "the input dataset", wfi.request[
"InputDataset"
], "does not have custodial in the first place. abort"
sendEmail(
"dataset has no custodial location",
"Please take a look at %s in the logs of checkor" % wfi.request["InputDataset"],
)
is_closing = False
pick_custodial = False
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the parent custodial:", custodial, "because of limited space"
custodial = None
if not custodial and pick_custodial:
## pick one at random
custodial = SI.pick_SE(size=size_worth_checking)
if not custodial:
print "cannot find a custodial for", wfo.name
sendEmail(
"cannot find a custodial",
"cannot find a custodial for %s probably because of the total output size %d"
% (wfo.name, size_worth_checking),
)
if custodial and ((not sub_assistance and not acdc) or by_pass_checks):
## remember how much you added this round already ; this stays locally
SI.storage[custodial] -= size_worth_checking
## register the custodial request, if there are no other big issues
for output in out_worth_checking:
if not len(custodial_locations[output]):
if phedex_presence[output] >= 1:
custodials[custodial].append(output)
else:
print "no file in phedex for", output, " not good to add to custodial requests"
is_closing = False
## disk copy
disk_copies = {}
for output in wfi.request["OutputDatasets"]:
disk_copies[output] = [s for s in any_presence[output] if (not "MSS" in s) and (not "Buffer" in s)]
if not all(map(lambda sites: len(sites) != 0, disk_copies.values())):
print wfo.name, "has not all output on disk"
print json.dumps(disk_copies, indent=2)
## presence in dbs
dbs_presence = {}
dbs_invalid = {}
for output in wfi.request["OutputDatasets"]:
dbs_presence[output] = dbs3Client.getFileCountDataset(output)
dbs_invalid[output] = dbs3Client.getFileCountDataset(output, onlyInvalid=True)
fraction_invalid = 0.01
if (
not all(
[
dbs_presence[out] == (dbs_invalid[out] + phedex_presence[out])
for out in wfi.request["OutputDatasets"]
]
)
and not options.ignorefiles
):
print wfo.name, "has a dbs,phedex mismatch"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
## hook for just waiting ...
is_closing = False
if (
not all(
[
(dbs_invalid[out] <= int(fraction_invalid * dbs_presence[out]))
for out in wfi.request["OutputDatasets"]
]
)
and not options.ignorefiles
):
print wfo.name, "has a dbs invalid file level too high"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
## need to be going and taking an eye
sub_assistance += "-invalidfiles"
is_closing = False
## put that heavy part at the end
## duplication check
duplications = {}
if is_closing:
print "starting duplicate checker for", wfo.name
for output in wfi.request["OutputDatasets"]:
print "\tchecking", output
duplications[output] = True
try:
duplications[output] = dbs3Client.duplicateRunLumi(output)
except:
try:
duplications[output] = dbs3Client.duplicateRunLumi(output)
except:
print "was not possible to get the duplicate count for", output
is_closing = False
if any(duplications.values()) and not options.ignoreduplicates:
print wfo.name, "has duplicates"
print json.dumps(duplications, indent=2)
## hook for making file invalidation ?
sub_assistance += "-duplicates"
is_closing = False
## for visualization later on
if not wfo.name in fDB.record:
# print "adding",wfo.name,"to close out record"
fDB.record[wfo.name] = {"datasets": {}, "name": wfo.name, "closeOutWorkflow": None}
fDB.record[wfo.name]["closeOutWorkflow"] = is_closing
for output in wfi.request["OutputDatasets"]:
if not output in fDB.record[wfo.name]["datasets"]:
fDB.record[wfo.name]["datasets"][output] = {}
rec = fDB.record[wfo.name]["datasets"][output]
rec["percentage"] = float("%.2f" % (percent_completions[output] * 100))
rec["duplicate"] = duplications[output] if output in duplications else "N/A"
rec["phedexReqs"] = (
float("%.2f" % any_presence[output][custodial_presences[output][0]][1])
if len(custodial_presences[output]) != 0
else "N/A"
)
rec["closeOutDataset"] = is_closing
rec["transPerc"] = (
float("%.2f" % any_presence[output][disk_copies[output][0]][1])
if len(disk_copies[output]) != 0
else "N/A"
)
rec["correctLumis"] = (
int(events_per_lumi[output]) if (events_per_lumi[output] > lumi_upper_limit[output]) else True
)
rec["missingSubs"] = (
False if len(custodial_locations[output]) == 0 else ",".join(list(set(custodial_locations[output])))
)
rec["dbsFiles"] = dbs_presence[output]
rec["dbsInvFiles"] = dbs_invalid[output]
rec["phedexFiles"] = phedex_presence[output]
rec["acdc"] = "%d / %d" % (len(acdc), len(acdc + acdc_inactive))
if by_pass_checks:
## force closing
is_closing = True
## and move on
if is_closing:
## toggle status to closed-out in request manager
print "setting", wfo.name, "closed-out"
if not options.test:
if wfo.wm_status in ["closed-out", "announced", "normal-archived"]:
print wfo.name, "is already", wfo.wm_status, "not trying to closed-out and assuming it does"
res = None
else:
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
print "close out answer", res
if not res in ["None", None]:
print "retrying to closing out"
print res
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
if res in [None, "None"]:
wfo.status = "close"
session.commit()
else:
print "could not close out", wfo.name, "will try again next time"
else:
## that means there is something that needs to be done acdc, lumi invalidation, custodial, name it
new_status = "assistance" + sub_assistance
print wfo.name, "needs assistance with", new_status
if sub_assistance and wfo.status != new_status and "PrepID" in wfi.request and not "manual" in wfo.status:
pid = wfi.getPrepIDs()[0].replace("task_", "")
# pid = wfi.request['PrepID'].replace('task_','')
## notify
messages = {
"recovery": "Samples completed with missing statistics:\n%s "
% (
"\n".join(
[
"%.2f %% complete for %s" % (percent_completions[output] * 100, output)
for output in wfi.request["OutputDatasets"]
]
)
),
"biglumi": "Samples completed with large luminosity blocks:\n%s "
% (
"\n".join(
[
"%d > %d for %s" % (events_per_lumi[output], lumi_upper_limit[output], output)
for output in wfi.request["OutputDatasets"]
if (events_per_lumi[output] > lumi_upper_limit[output])
]
)
),
"duplicate": "Samples completed with duplicated luminosity blocks:\n%s"
% (
"\n".join(
[
"%s" % output
for output in wfi.request["OutputDatasets"]
if output in duplications and duplications[output]
]
)
),
}
text = "The request %s (%s) is facing issue in production.\n" % (pid, wfo.name)
content = ""
for case in messages:
if case in new_status:
content += "\n" + messages[case] + "\n"
text += content
text += "You are invited to check, while this is being taken care of by Ops.\n"
text += "This is an automated message."
if use_mcm and content:
print "Sending notification back to requestor"
print text
batches = mcm.getA("batches", query="contains=%s&status=announced" % pid)
if len(batches):
## go notify the batch
bid = batches[-1]["prepid"]
print "batch nofication to", bid
mcm.put("/restapi/batches/notify", {"notes": text, "prepid": bid})
## go notify the request
print "request notification to", pid
mcm.put("/restapi/requests/notify", {"message": text, "prepids": [pid]})
## case where the workflow was in manual from recoveror
if not "manual" in wfo.status or new_status != "assistance-recovery":
wfo.status = new_status
if not options.test:
print "setting", wfo.name, "to", wfo.status
session.commit()
else:
print "current status is", wfo.status, "not changing to anything"
fDB.html()
## custodial requests
print "Custodials"
print json.dumps(custodials, indent=2)
for site in custodials:
print ",".join(custodials[site]), "=>", site
if not options.test:
result = makeReplicaRequest(
url,
site,
list(set(custodials[site])),
"custodial copy at production close-out",
custodial="y",
priority="low",
approve=(site in SI.sites_auto_approve),
)
print result
print "Transfers"
print json.dumps(transfers, indent=2)
## replicas requests
for site in transfers:
print ",".join(transfers[site]), "=>", site
if not options.test:
result = None
# result = makeReplicaRequest(url, site, list(set(transfers[site])),"copy to disk at production close-out")
print result
print "File Invalidation"
print invalidations
def assignor(url ,specific = None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
#if notRunningBefore( 'stagor' ): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = global_SI
#LI = lockInfo()
NLI = newLockInfo()
n_assigned = 0
n_stalled = 0
wfos=[]
if specific:
wfos = session.query(Workflow).filter(Workflow.name==specific).all()
if not wfos:
if specific:
wfos = session.query(Workflow).filter(Workflow.status=='considered').all()
wfos.extend( session.query(Workflow).filter(Workflow.status=='staging').all())
wfos.extend(session.query(Workflow).filter(Workflow.status=='staged').all())
for wfo in wfos:
if specific:
if not any(map(lambda sp: sp in wfo.name,specific.split(','))): continue
#if not specific in wfo.name: continue
print "\n\n",wfo.name,"\n\tto be assigned"
wfh = workflowInfo( url, wfo.name)
## check if by configuration we gave it a GO
if not CI.go( wfh.request['Campaign'] ) and not options.go:
print "No go for",wfh.request['Campaign']
n_stalled+=1
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] !='assignment-approved':
if not options.test:
print wfo.name,wfh.request['RequestStatus'],"setting away and skipping"
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name,wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version=wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
print "cannot decide on version number"
n_stalled+=1
continue
#(lheinput,primary,parent,secondary) = wfh.getIO()
#sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
(lheinput,primary,parent,secondary, sites_allowed) = wfh.getSiteWhiteList()
print "Site white list",sorted(sites_allowed)
override_sec_location = CI.get(wfh.request['Campaign'], 'SecondaryLocation', [])
c_sites_allowed = CI.get(wfh.request['Campaign'], 'SiteWhitelist' , [])
if c_sites_allowed:
print "Would like to use the new whitelist, but will not until things went through a bit"
sendEmail("using a restricted site white list","for %s"%(c_sites_allowed))
sites_allowed = list(set(sites_allowed) & set(c_sites_allowed))
c_black_list = CI.get(wfh.request['Campaign'], 'SiteBlacklist', [])
if c_black_list:
print "Reducing the whitelist due to black list in campaign configuration"
print "Removing",c_black_list
sites_allowed = list(set(sites_allowed) - set(c_black_list))
blocks = []
if 'BlockWhitelist' in wfh.request:
blocks = wfh.request['BlockWhitelist']
ncores = wfh.request.get('Multicore',1)
memory_allowed = SI.sitesByMemory( wfh.request['Memory'] , maxCore=ncores)
if memory_allowed!=None:
print "sites allowing", wfh.request['Memory'],"MB and",ncores,"core are",memory_allowed
sites_allowed = list(set(sites_allowed) & set(memory_allowed))
print "Allowed",sorted(sites_allowed)
secondary_locations=None
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
sendEmail("tempting to pass sec location check","but we cannot yet IMO")
#pass
presence = getDatasetPresence( url, sec )
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [site for (site,(there,frac)) in presence.items() if frac>98.]
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations==None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [site for site in sites_allowed if SI.CE_to_SE(site) in one_secondary_locations]
print "From secondary requirement, now Allowed",sorted(sites_allowed)
initial_sites_allowed = copy.deepcopy( sites_allowed ) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy( sites_allowed )
sites_with_data = copy.deepcopy( sites_allowed )
sites_with_any_data = copy.deepcopy( sites_allowed )
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
for prim in list(primary):
set_lfn = getLFNbase( prim )
presence = getDatasetPresence( url, prim , only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(url, prim, sites = [SI.CE_to_SE(site) for site in sites_allowed] , only_blocks = blocks)
#sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
#sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,(there,frac)) in presence.items() if there]]
sites_with_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,frac) in presence.items() if frac[1]>90.]]
sites_with_any_data = [site for site in sites_with_any_data if SI.CE_to_SE(site) in presence.keys()]
print "Holding the data but not allowed",list(set([se_site for se_site in presence.keys() if not SI.SE_to_CE(se_site) in sites_allowed]))
if primary_locations==None:
primary_locations = presence.keys()
else:
primary_locations = list(set(primary_locations) & set(presence.keys() ))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites=[]
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations)) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
elif primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list(set(primary_locations) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
else:
opportunistic_sites = []
print "We could be running at",sorted(opportunistic_sites),"in addition"
if any([osite in SI.sites_not_ready for osite in opportunistic_sites]):
print "One of the destination site is in downtime"
down_time = True
## should this be send back to considered ?
"""
if available_fractions and not all([available>=1. for available in available_fractions.values()]):
print "The input dataset is not located in full over sites"
print json.dumps(available_fractions)
if not options.test and not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known:
sendEmail( "cannot be assigned","%s is not full over sites \n %s"%(wfo.name,json.dumps(available_fractions)))
known.append( wfo.name )
open('cannot_assign.json','w').write(json.dumps( known, indent=2))
n_stalled+=1
continue ## skip skip skip
"""
## should be 2 but for the time-being let's lower it to get things going
copies_wanted,cpuh = wfh.getNCopies()
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(1,copies_wanted-less_copies_than_requested) # take one out for the efficiency
if available_fractions and not all([available>=copies_wanted for available in available_fractions.values()]):
not_even_once = not all([available>=1. for available in available_fractions.values()])
print "The input dataset is not available",copies_wanted,"times, only",available_fractions.values()
if down_time and not options.go:
wfo.status = 'considered'
session.commit()
print "sending back to considered because of site downtime, instead of waiting"
sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known:
sendEmail( "cannot be assigned","%s is not sufficiently available. Probably phedex information lagging behind. \n %s"%(wfo.name,json.dumps(available_fractions)))
known.append( wfo.name )
open('cannot_assign.json','w').write(json.dumps( known, indent=2))
n_stalled+=1
continue
## default back to white list to original white list with any data
print "Allowed",sites_allowed
if options.primary_aaa:
sites_allowed = initial_sites_allowed
options.useSiteListAsLocation = True
else:
sites_allowed = sites_with_any_data
print "Selected for any data",sites_allowed
if options.restrict:
print "Allowed",sites_allowed
sites_allowed = sites_with_any_data
print "Selected",sites_allowed
else:
if set(sites_with_data) != set(sites_allowed):
## the data is not everywhere we wanted to run at : enable aaa
print "Sites with 90% data not matching site white list (block choping!)"
print "Resorting to AAA reading for",list(set(sites_allowed) - set(sites_with_data)),"?"
print "Whitelist site with any data",list(set(sites_allowed) - set(sites_with_any_data))
#options.useSiteListAsLocation = True
#print "Not commissioned yet"
#continue
#print "We could be running at",opportunistic_sites,"in addition"
##sites_allowed = list(set(sites_allowed+ opportunistic_sites))
if not len(sites_allowed):
print wfo.name,"cannot be assign with no matched sites"
sendEmail( "cannot be assigned","%s has no whitelist"%(wfo.name))
n_stalled+=1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
print "Placing the output on", sites_out
parameters={
'SiteWhitelist' : sites_allowed,
#'CustodialSites' : sites_custodial,
'NonCustodialSites' : sites_out,
'AutoApproveSubscriptionSites' : list(set(sites_out)),
'AcquisitionEra' : wfh.acquisitionEra(),
'ProcessingString' : wfh.processingString(),
'MergedLFNBase' : set_lfn,
'ProcessingVersion' : version,
}
## plain assignment here
team='production'
if options and options.team:
team = options.team
#if wfh.request['RequestPriority'] >= 100000 and (wfh.request['TimePerEvent']*int(wfh.getRequestNumEvents()))/(8*3600.) < 10000:
# team = 'highprio'
# sendEmail("sending work with highprio team","%s"% wfo.name, destination=['*****@*****.**'])
if "T2_US_UCSD" in sites_with_data and random.random() < -0.5 and wfh.request['Campaign']=='RunIISpring15DR74' and int(wfh.getRequestNumEvents()) < 600000 and not any([out.endswith('RAW') for out in wfh.request['OutputDatasets']]):
## consider SDSC
parameters['SiteWhitelist'] = ['T2_US_UCSD','T3_US_SDSC']
parameters['useSiteListAsLocation'] = True
team = 'allocation-based'
sendEmail("sending work to SDSC","%s was assigned to SDSC/UCSD"% wfo.name, destination=['*****@*****.**'])
if wfh.request['Campaign']=='RunIIWinter15GS' and random.random() < -1.0:
parameters['SiteWhitelist'] = ['T3_US_SDSC']
team = 'allocation-based'
sendEmail("sending work to SDSC","%s was assigned to SDSC"% wfo.name, destination=['*****@*****.**'])
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v=getattr(options,key)
if v!=None:
if type(v)==str and ',' in v:
parameters[key] = filter(None,v.split(','))
else:
parameters[key] = v
## pick up campaign specific assignment parameters
parameters.update( CI.parameters(wfh.request['Campaign']) )
if not options.test:
parameters['execute'] = True
split_check = wfh.checkWorkflowSplitting()
if split_check!=True:
parameters.update( split_check )
if 'EventBased' in split_check.values():
print "Falling back to event splitting."
sendEmail("Fallback to EventBased","the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"%wfo.name)
elif 'EventsPerJob' in split_check.values():
print "Modifying the number of job per event"
sendEmail("Modifying the job per events","the workflow %s is too heavy in number of jobs explosion"%wfo.name)
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi)/float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents/(reqJobs*1.4))
lumisPerJob = int(eventsPerJob/eventsPerLumi)
if lumisPerJob==0:
print "There is no go for assigning that request without event splitting"
sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
print "need to go down to",eventsPerJob,"events per job"
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl['events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl['avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
print "need to go down to",lumisPerJob,"in assignment"
sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
print "the regular splitting should work for",pstring
sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned+=1
try:
## refetch information and lock output
new_wfi = workflowInfo( url, wfo.name)
(_,prim,_,sec) = new_wfi.getIO()
for secure in list(prim)+list(sec)+new_wfi.request['OutputDatasets']:
## lock all outputs flat
NLI.lock( secure )
#for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output",str(e))
else:
print "ERROR could not assign",wfo.name
else:
pass
print "Assignment summary:"
print "Assigned",n_assigned
print "Stalled",n_stalled
def checkor(url, spec=None, options=None):
if userLock(): return
if duplicateLock(): return
fDB = closeoutInfo()
UC = unifiedConfiguration()
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
wfs=[]
if options.new:
## get all in running and check
## you want to intersect with what is completed !
if options.strict:
completed_wfi = getWorkflows(url, status='completed')
for wfo in session.query(Workflow).filter(Workflow.status == 'away').all():
if wfo.name in completed_wfi:
wfs.append( wfo )
else:
print wfo.name,"is not completed"
sendLog('checkor','%s is not completed'%( wfo.name))
else:
wfs.extend( session.query(Workflow).filter(Workflow.status == 'away').all() )
if options.current:
## recheck those already there, probably to just pass them along
wfs.extend( session.query(Workflow).filter(Workflow.status== 'assistance').all() )
if options.old:
## than get all in need for assistance
wfs.extend( session.query(Workflow).filter(Workflow.status.startswith('assistance-')).all() )
custodials = defaultdict(list) #sites : dataset list
transfers = defaultdict(list) #sites : dataset list
invalidations = [] #a list of files
SI = global_SI
CI = campaignInfo()
mcm = McMClient(dev=False)
def get_campaign(output, wfi):
campaign = None
try:
campaign = output.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request:
campaign = wfi.request['Campaign']
return campaign
## retrieve bypass and onhold configuration
bypasses = []
holdings = []
#try:
# already_notified = json.loads(open('already_notifified.json').read())
#except:
# print "no record of already notified workflow. starting fresh"
# already_notified = []
for bypassor,email in [('vlimant','*****@*****.**'),('jen_a','*****@*****.**')]:
bypass_file = '/afs/cern.ch/user/%s/%s/public/ops/bypass.json'%(bypassor[0],bypassor)
if not os.path.isfile(bypass_file):
#sendLog('checkor','no file %s',bypass_file)
continue
try:
bypasses.extend( json.loads(open(bypass_file).read()))
except:
sendLog('checkor',"cannot get by-passes from %s for %s"%(bypass_file ,bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(bypass_file), destination=[email])
holding_file = '/afs/cern.ch/user/%s/%s/public/ops/onhold.json'%(bypassor[0],bypassor)
if not os.path.isfile(holding_file):
#sendLog('checkor',"no file %s"%holding_file)
continue
try:
holdings.extend( json.loads(open(holding_file).read()))
except:
sendLog('checkor',"cannot get holdings from %s for %s"%(holding_file, bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(holding_file), destination=[email])
## once this was force-completed, you want to bypass
for rider,email in [('vlimant','*****@*****.**'),('jen_a','*****@*****.**'),('srimanob','*****@*****.**')]:
rider_file = '/afs/cern.ch/user/%s/%s/public/ops/forcecomplete.json'%(rider[0],rider)
if not os.path.isfile(rider_file):
print "no file",rider_file
#sendLog('checkor',"no file %s"%rider_file)
continue
try:
bypasses.extend( json.loads(open( rider_file ).read() ) )
except:
sendLog('checkor',"cannot get force complete list from %s"%rider)
sendEmail("malformated force complet file","%s is not json readable"%rider_file, destination=[email])
if use_mcm:
mcm_force = mcm.get('/restapi/requests/forcecomplete')
bypasses.extend( mcm_force )
pattern_fraction_pass = UC.get('pattern_fraction_pass')
total_running_time = 5.*60.
sleep_time = 1
if len(wfs):
sleep_time = min(max(0.5, total_running_time / len(wfs)), 10)
random.shuffle( wfs )
print len(wfs),"to consider, pausing for",sleep_time
for wfo in wfs:
if spec and not (spec in wfo.name): continue
time.sleep( sleep_time )
## get info
wfi = workflowInfo(url, wfo.name)
wfi.sendLog('checkor',"checking on %s %s"%( wfo.name,wfo.status))
## make sure the wm status is up to date.
# and send things back/forward if necessary.
wfo.wm_status = wfi.request['RequestStatus']
if wfo.wm_status == 'closed-out':
## manually closed-out
wfi.sendLog('checkor',"%s is already %s, setting close"%( wfo.name , wfo.wm_status))
wfo.status = 'close'
session.commit()
continue
elif wfo.wm_status in ['failed','aborted','aborted-archived','rejected','rejected-archived','aborted-completed']:
## went into trouble
wfo.status = 'trouble'
wfi.sendLog('checkor',"%s is in trouble %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
elif wfo.wm_status in ['assigned','acquired']:
## not worth checking yet
wfi.sendLog('checkor',"%s is not running yet"%wfo.name)
session.commit()
continue
if '-onhold' in wfo.status:
if wfo.name in holdings and wfo.name not in bypasses:
wfi.sendLog('checkor',"%s is on hold"%wfo.name)
continue
if wfo.wm_status != 'completed': #and not wfo.name in bypasses:
## for sure move on with closeout check if in completed
wfi.sendLog('checkor',"no need to check on %s in status %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
if wfo.name in holdings and wfo.name not in bypasses:
wfo.status = 'assistance-onhold'
wfi.sendLog('checkor',"setting %s on hold"%wfo.name)
session.commit()
continue
session.commit()
#sub_assistance="" # if that string is filled, there will be need for manual assistance
existing_assistance_tags = set(wfo.status.split('-')[1:]) #[0] should be assistance
assistance_tags = set()
is_closing = True
## get it from somewhere
bypass_checks = False
pids = wfi.getPrepIDs()
bypass_by_mcm = False
for bypass in bypasses:
if bypass in wfo.name:
wfi.sendLog('checkor',"we can bypass checks on %s because of keyword %s "%( wfo.name, bypass))
bypass_checks = True
break
if bypass in pids:
wfi.sendLog('checkor',"we can bypass checks on %s because of prepid %s "%( wfo.name, bypass))
bypass_checks = True
bypass_by_mcm = True
break
#if not CI.go( wfi.request['Campaign'] ) and not bypass_checks:
# print "No go for",wfo.name
# wfi.sendLog('checkor',"No go for %s"%wfi.request['Campaign'])
# continue
tiers_with_no_check = copy.deepcopy(UC.get('tiers_with_no_check')) # dqm*
vetoed_custodial_tier = copy.deepcopy(UC.get('tiers_with_no_custodial')) #dqm*, reco
campaigns = {}
for out in wfi.request['OutputDatasets']:
c = get_campaign(out, wfi)
campaigns[out] = c
if c in CI.campaigns and 'custodial_override' in CI.campaigns[c]:
vetoed_custodial_tier = list(set(vetoed_custodial_tier) - set(CI.campaigns[c]['custodial_override']))
## add those that we need to check for custodial copy
tiers_with_no_check = list(set(tiers_with_no_check) - set(CI.campaigns[c]['custodial_override'])) ## would remove DQM from the vetoed check
check_output_text = "Initial outputs:"+",".join(sorted(wfi.request['OutputDatasets'] ))
wfi.request['OutputDatasets'] = [ out for out in wfi.request['OutputDatasets'] if not any([out.split('/')[-1] == veto_tier for veto_tier in tiers_with_no_check])]
check_output_text += "\nWill check on:"+",".join(sorted(wfi.request['OutputDatasets'] ))
check_output_text += "\ntiers out:"+",".join( sorted(tiers_with_no_check ))
check_output_text += "\ntiers no custodial:"+",".join( sorted(vetoed_custodial_tier) )
wfi.sendLog('checkor', check_output_text )
## anything running on acdc : getting the real prepid is not worth it
familly = getWorkflowById(url, wfi.request['PrepID'], details=True)
acdc = []
acdc_inactive = []
for member in familly:
if member['RequestType'] != 'Resubmission': continue
if member['RequestName'] == wfo.name: continue
if member['RequestDate'] < wfi.request['RequestDate']: continue
if member['RequestStatus'] in ['running-open','running-closed','assigned','acquired']:
print wfo.name,"still has an ACDC running",member['RequestName']
acdc.append( member['RequestName'] )
## cannot be bypassed!
is_closing = False
assistance_tags.add('recovering')
elif member['RequestStatus']==None:
print member['RequestName'],"is not real"
pass
else:
acdc_inactive.append( member['RequestName'] )
assistance_tags.add('recovered')
## completion check
percent_completions = {}
if not 'TotalInputEvents' in wfi.request:
event_expected,lumi_expected = 0,0
if not 'recovery' in wfo.status:
#sendEmail("missing member of the request","TotalInputEvents is missing from the workload of %s"% wfo.name, destination=['*****@*****.**'])
sendLog('checkor',"TotalInputEvents is missing from the workload of %s"% wfo.name, level='critical')
else:
event_expected,lumi_expected = wfi.request['TotalInputEvents'],wfi.request['TotalInputLumis']
if 'RequestNumEvents' in wfi.request and int(wfi.request['RequestNumEvents']):
event_expected = int(wfi.request['RequestNumEvents'])
elif 'Task1' in wfi.request and 'RequestNumEvents' in wfi.request['Task1']:
event_expected = int(wfi.request['Task1']['RequestNumEvents'])
fractions_pass = {}
over_100_pass = False
(lhe,prim,_,_) = wfi.getIO()
if lhe or prim: over_100_pass = False
for output in wfi.request['OutputDatasets']:
event_count,lumi_count = getDatasetEventsAndLumis(dataset=output)
percent_completions[output] = 0.
if lumi_expected:
percent_completions[output] = lumi_count / float( lumi_expected )
if event_expected:
wfi.sendLog('checkor', "event completion real %s expected %s"%(event_count, event_expected ))
percent_completions[output] = max(percent_completions[output], float(event_count) / float( event_expected ) )
fractions_pass[output] = 0.95
c = campaigns[output]
if c in CI.campaigns and 'fractionpass' in CI.campaigns[c]:
fractions_pass[output] = CI.campaigns[c]['fractionpass']
wfi.sendLog('checkor', "overriding fraction to %s for %s by campaign requirement"%( fractions_pass[output], output))
if options.fractionpass:
fractions_pass[output] = options.fractionpass
print "overriding fraction to",fractions_pass[output],"by command line for",output
for key in pattern_fraction_pass:
if key in output:
fractions_pass[output] = pattern_fraction_pass[key]
print "overriding fraction to",fractions_pass[output],"by dataset key",key
if not all([percent_completions[out] >= fractions_pass[out] for out in fractions_pass]):
print wfo.name,"is not completed"
print json.dumps(percent_completions, indent=2)
print json.dumps(fractions_pass, indent=2)
## hook for creating automatically ACDC ?
if not bypass_checks:
assistance_tags.add('recovery')
is_closing = False
if over_100_pass and any([percent_completions[out] >100 for out in fractions_pass]):
print wfo.name,"is over completed"
print json.dumps(percent_completions, indent=2)
if not bypass_checks:
assistance_tags.add('over100')
is_closing = False
## correct lumi < 300 event per lumi
events_per_lumi = {}
for output in wfi.request['OutputDatasets']:
events_per_lumi[output] = getDatasetEventsPerLumi( output )
lumi_upper_limit = {}
for output in wfi.request['OutputDatasets']:
upper_limit = 301.
campaign = campaigns[output]
#if 'EventsPerLumi' in wfi.request and 'FilterEfficiency' in wfi.request:
# upper_limit = 1.5*wfi.request['EventsPerLumi']*wfi.request['FilterEfficiency']
# print "setting the upper limit of lumisize to",upper_limit,"by request configuration"
if campaign in CI.campaigns and 'lumisize' in CI.campaigns[campaign]:
upper_limit = CI.campaigns[campaign]['lumisize']
print "overriding the upper lumi size to",upper_limit,"for",campaign
if options.lumisize:
upper_limit = options.lumisize
print "overriding the upper lumi size to",upper_limit,"by command line"
lumi_upper_limit[output] = upper_limit
if wfi.request['RequestType'] in ['ReDigi']: lumi_upper_limit[output] = -1
if any([ (lumi_upper_limit[out]>0 and events_per_lumi[out] >= lumi_upper_limit[out]) for out in events_per_lumi]):
print wfo.name,"has big lumisections"
print json.dumps(events_per_lumi, indent=2)
## hook for rejecting the request ?
if not bypass_checks:
assistance_tags.add('biglumi')
is_closing = False
any_presence = {}
for output in wfi.request['OutputDatasets']:
any_presence[output] = getDatasetPresence(url, output, vetoes=[])
## custodial copy
custodial_locations = {}
custodial_presences = {}
for output in wfi.request['OutputDatasets']:
custodial_presences[output] = [s for s in any_presence[output] if 'MSS' in s]
custodial_locations[output] = phedexClient.getCustodialSubscriptionRequestSite(output)
if not custodial_locations[output]:
custodial_locations[output] = []
## presence in phedex
phedex_presence ={}
for output in wfi.request['OutputDatasets']:
phedex_presence[output] = phedexClient.getFileCountDataset(url, output )
out_worth_checking = [out for out in custodial_locations.keys() if out.split('/')[-1] not in vetoed_custodial_tier]
size_worth_checking = sum([getDatasetSize(out)/1023. for out in out_worth_checking ]) ## size in TBs of all outputs
if not all(map( lambda sites : len(sites)!=0, [custodial_locations[out] for out in out_worth_checking])):
print wfo.name,"has not all custodial location"
print json.dumps(custodial_locations, indent=2)
##########
## hook for making a custodial replica ?
custodial = None
## get from other outputs
for output in out_worth_checking:
if len(custodial_locations[output]):
custodial = custodial_locations[output][0]
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the other output custodial:",custodial,"because of limited space"
custodial = None
## try to get it from campaign configuration
if not custodial:
for output in out_worth_checking:
campaign = campaigns[output]
if campaign in CI.campaigns and 'custodial' in CI.campaigns[campaign]:
custodial = CI.campaigns[campaign]['custodial']
print "Setting custodial to",custodial,"from campaign configuration"
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the campaign configuration custodial:",custodial,"because of limited space"
custodial = None
## get from the parent
pick_custodial = True
use_parent_custodial = UC.get('use_parent_custodial')
_,prim,_,_ = wfi.getIO()
if not custodial and prim and use_parent_custodial:
parent_dataset = prim.pop()
## this is terribly dangerous to assume only
parents_custodial = phedexClient.getCustodialSubscriptionRequestSite( parent_dataset )
###parents_custodial = findCustodialLocation(url, parent_dataset)
if not parents_custodial:
parents_custodial = []
if len(parents_custodial):
custodial = parents_custodial[0]
else:
print "the input dataset",parent_dataset,"does not have custodial in the first place. abort"
#sendEmail( "dataset has no custodial location", "Please take a look at %s in the logs of checkor"%parent_dataset)
## does not work for RAWOADSIM
sendLog('checkor',"Please take a look at %s for missing custodial location"% parent_dataset)
## cannot be bypassed, this is an issue to fix
is_closing = False
pick_custodial = False
assistance_tags.add('parentcustodial')
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the parent custodial:",custodial,"because of limited space"
custodial = None
if not custodial and pick_custodial:
## pick one at random
custodial = SI.pick_SE(size=size_worth_checking)
if not custodial:
print "cannot find a custodial for",wfo.name
wfi.sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking))
#sendEmail( "cannot find a custodial","cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking))
sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking), level='critical')
if custodial and (is_closing or bypass_checks):
print "picked",custodial,"for tape copy"
## remember how much you added this round already ; this stays locally
SI.storage[custodial] -= size_worth_checking
## register the custodial request, if there are no other big issues
for output in out_worth_checking:
if not len(custodial_locations[output]):
if phedex_presence[output]>=1:
custodials[custodial].append( output )
## let's wait and see if that's needed
assistance_tags.add('custodial')
else:
print "no file in phedex for",output," not good to add to custodial requests"
#cannot be bypassed
is_closing = False
## disk copy
disk_copies = {}
for output in wfi.request['OutputDatasets']:
disk_copies[output] = [s for s in any_presence[output] if (not 'MSS' in s) and (not 'Buffer' in s)]
if not all(map( lambda sites : len(sites)!=0, disk_copies.values())):
print wfo.name,"has not all output on disk"
print json.dumps(disk_copies, indent=2)
## presence in dbs
dbs_presence = {}
dbs_invalid = {}
for output in wfi.request['OutputDatasets']:
dbs_presence[output] = dbs3Client.getFileCountDataset( output )
dbs_invalid[output] = dbs3Client.getFileCountDataset( output, onlyInvalid=True)
fraction_invalid = 0.01
if not all([dbs_presence[out] == (dbs_invalid[out]+phedex_presence[out]) for out in wfi.request['OutputDatasets']]) and not options.ignorefiles:
print wfo.name,"has a dbs,phedex mismatch"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
if not 'recovering' in assistance_tags:
assistance_tags.add('filemismatch')
#print this for show and tell if no recovery on-going
for out in dbs_presence:
_,_,missing_phedex,missing_dbs = getDatasetFiles(url, out)
if missing_phedex:
print "These %d files are missing in phedex"%(len(missing_phedex))
print "\n".join( missing_phedex )
if missing_dbs:
print "These %d files are missing in dbs"%(len(missing_dbs))
print "\n".join( missing_dbs )
#if not bypass_checks:
## I don't think we can by pass this
is_closing = False
if not all([(dbs_invalid[out] <= int(fraction_invalid*dbs_presence[out])) for out in wfi.request['OutputDatasets']]) and not options.ignorefiles:
print wfo.name,"has a dbs invalid file level too high"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
## need to be going and taking an eye
assistance_tags.add('invalidfiles')
if not bypass_checks:
#sub_assistance+="-invalidfiles"
is_closing = False
## put that heavy part at the end
## duplication check
duplications = {}
if is_closing or bypass_checks:
print "starting duplicate checker for",wfo.name
for output in wfi.request['OutputDatasets']:
print "\tchecking",output
duplications[output] = True
try:
duplications[output] = dbs3Client.duplicateRunLumi( output , skipInvalid=True, verbose=True)
except:
try:
duplications[output] = dbs3Client.duplicateRunLumi( output , skipInvalid=True, verbose=True)
except:
print "was not possible to get the duplicate count for",output
is_closing=False
if any(duplications.values()) and not options.ignoreduplicates:
print wfo.name,"has duplicates"
print json.dumps(duplications,indent=2)
## hook for making file invalidation ?
## it shouldn't be allowed to bypass it
assistance_tags.add('duplicates')
is_closing = False
## for visualization later on
if not wfo.name in fDB.record:
#print "adding",wfo.name,"to close out record"
fDB.record[wfo.name] = {
'datasets' :{},
'name' : wfo.name,
'closeOutWorkflow' : None,
}
fDB.record[wfo.name]['closeOutWorkflow'] = is_closing
fDB.record[wfo.name]['priority'] = wfi.request['RequestPriority']
fDB.record[wfo.name]['prepid'] = wfi.request['PrepID']
for output in wfi.request['OutputDatasets']:
if not output in fDB.record[wfo.name]['datasets']: fDB.record[wfo.name]['datasets'][output] = {}
rec = fDB.record[wfo.name]['datasets'][output]
rec['percentage'] = float('%.2f'%(percent_completions[output]*100))
rec['duplicate'] = duplications[output] if output in duplications else 'N/A'
rec['phedexReqs'] = float('%.2f'%any_presence[output][custodial_presences[output][0]][1]) if len(custodial_presences[output])!=0 else 'N/A'
rec['closeOutDataset'] = is_closing
rec['transPerc'] = float('%.2f'%any_presence[output][ disk_copies[output][0]][1]) if len(disk_copies[output])!=0 else 'N/A'
rec['correctLumis'] = int(events_per_lumi[output]) if (events_per_lumi[output] > lumi_upper_limit[output]) else True
rec['missingSubs'] = False if len(custodial_locations[output])==0 else ','.join(list(set(custodial_locations[output])))
rec['dbsFiles'] = dbs_presence[output]
rec['dbsInvFiles'] = dbs_invalid[output]
rec['phedexFiles'] = phedex_presence[output]
rec['acdc'] = "%d / %d"%(len(acdc),len(acdc+acdc_inactive))
## and move on
if is_closing:
## toggle status to closed-out in request manager
print "setting",wfo.name,"closed-out"
if not options.test:
if wfo.wm_status in ['closed-out','announced','normal-archived']:
print wfo.name,"is already",wfo.wm_status,"not trying to closed-out and assuming it does"
res = None
else:
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
print "close out answer",res
if not res in ["None",None]:
print "try to get the current status again"
wfi_bis = workflowInfo(url, wfo.name)
if wfi_bis.request['RequestStatus'] == 'closed-out':
print "the request did toggle to closed-out"
res = None
if not res in ["None",None]:
print "retrying to closing out"
print res
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
if res in [None,"None"]:
wfo.status = 'close'
session.commit()
if use_mcm and bypass_by_mcm:
## shoot large on all prepids
for pid in pids:
mcm.delete('/restapi/requests/forcecomplete/%s'%pid)
else:
print "could not close out",wfo.name,"will try again next time"
else:
## full known list
#recovering # has active ACDC
##OUT #recovered #had inactive ACDC
#recovery #not over the pass bar
#over100 # over 100%
#biglumi # has a big lumiblock
#parentcustodial # the parent does not have a valid subscription yet
#custodial # has had the transfer made, is waiting for a valid custodial subscription to appear
#filemismatch # there is a dbs/phedex mismatch
#duplicates #a lumi section is there twice
## manual is not added yet, and should be so by recoveror
print wfo.name,"was tagged with :",list(assistance_tags)
if 'recovering' in assistance_tags:
## if active ACDC, being under threshold, filemismatch do not matter
assistance_tags = assistance_tags - set(['recovery','filemismatch'])
if 'recovery' in assistance_tags and 'recovered' in assistance_tags:
## should not set -recovery to anything that add ACDC already
assistance_tags = assistance_tags - set(['recovery','recovered'])
## straight to manual
assistance_tags.add('manual')
## that means there is something that needs to be done acdc, lumi invalidation, custodial, name it
print wfo.name,"needs assistance with",",".join( assistance_tags )
print wfo.name,"existing conditions",",".join( existing_assistance_tags )
#########################################
##### notification to requester #########
go_notify=False
if assistance_tags and not 'manual' in existing_assistance_tags and existing_assistance_tags != assistance_tags:
go_notify=True
if go_notify:
#if wfo.name in already_notified:
# print "double notification"
# sendEmail('double notification','please take a look at %s'%(wfo.name))
#else:
# already_notified.append( wfo.name )
detailslink = 'https://cmsweb.cern.ch/reqmgr/view/details/%s'
perflink = 'https://cmsweb.cern.ch/couchdb/workloadsummary/_design/WorkloadSummary/_show/histogramByWorkflow/%s'%(wfo.name)
splitlink = 'https://cmsweb.cern.ch/reqmgr/view/splitting/%s'%(wfo.name)
## notify templates
messages= {
'recovery': 'Samples completed with missing statistics:\n%s\n%s '%( '\n'.join(['%.2f %% complete for %s'%(percent_completions[output]*100, output) for output in wfi.request['OutputDatasets'] ] ), perflink ),
'biglumi': 'Samples completed with large luminosity blocks:\n%s\n%s '%('\n'.join(['%d > %d for %s'%(events_per_lumi[output], lumi_upper_limit[output], output) for output in wfi.request['OutputDatasets'] if (events_per_lumi[output] > lumi_upper_limit[output])]), splitlink),
'duplicates': 'Samples completed with duplicated luminosity blocks:\n%s\n'%( '\n'.join(['%s'%output for output in wfi.request['OutputDatasets'] if output in duplications and duplications[output] ] ) ),
'filemismatch': 'Samples completed with inconsistency in DBS/Phedex',
#'manual' : 'Workflow completed and requires manual checks by Ops',
}
content = "The request PREPID (WORKFLOW) is facing issue in production.\n"
motive = False
for case in messages:
if case in assistance_tags:
content+= "\n"+messages[case]+"\n"
motive = True
content += "You are invited to check, while this is being taken care of by Comp-Ops.\n"
content += "This is an automated message from Comp-Ops.\n"
items_notified = set()
if use_mcm and motive:
wfi.notifyRequestor( content , mcm = mcm)
#########################################
## logic to set the status further
if assistance_tags:
new_status = 'assistance-'+'-'.join(sorted(assistance_tags) )
else:
new_status = 'assistance'
## case where the workflow was in manual from recoveror
if not 'manual' in wfo.status or new_status!='assistance-recovery':
wfo.status = new_status
if not options.test:
print "setting",wfo.name,"to",wfo.status
session.commit()
else:
print "current status is",wfo.status,"not changing to anything"
#open('already_notifified.json','w').write( json.dumps( already_notified , indent=2))
fDB.html()
if not spec:
#sendEmail("fresh assistance status available","Fresh status are available at https://cmst2.web.cern.ch/cmst2/unified/assistance.html",destination=['*****@*****.**'])
#it's a bit annoying
pass
## custodial requests
print "Custodials"
print json.dumps(custodials, indent=2)
for site in custodials:
print ','.join(custodials[site]),'=>',site
if not options.test:
result = makeReplicaRequest(url, site, list(set(custodials[site])),"custodial copy at production close-out",custodial='y',priority='low', approve = (site in SI.sites_auto_approve) )
print result
print "Transfers"
print json.dumps(transfers, indent=2)
## replicas requests
for site in transfers:
print ','.join(transfers[site]),'=>',site
if not options.test:
result = None
#result = makeReplicaRequest(url, site, list(set(transfers[site])),"copy to disk at production close-out")
print result
print "File Invalidation"
print invalidations
def closor(url, specific=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
all_late_files = []
check_fullcopy_to_announce = UC.get('check_fullcopy_to_announce')
## manually closed-out workflows should get to close with checkor
if specific:
wfs = session.query(Workflow).filter(
Workflow.name.contains(specific)).all()
else:
wfs = session.query(Workflow).filter(Workflow.status == 'close').all()
held = set()
max_per_round = UC.get('max_per_round').get('closor', None)
random.shuffle(wfs)
if max_per_round: wfs = wfs[:max_per_round]
for wfo in wfs:
if specific and not specific in wfo.name: continue
## what is the expected #lumis
wfi = workflowInfo(url, wfo.name)
wfo.wm_status = wfi.request['RequestStatus']
if wfi.request['RequestStatus'] in ['announced', 'normal-archived']:
## manually announced ??
wfo.status = 'done'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog(
'closor',
'%s is announced already : %s' % (wfo.name, wfo.wm_status))
session.commit()
expected_lumis = 1
if not 'TotalInputLumis' in wfi.request:
print wfo.name, "has not been assigned yet, or the database is corrupted"
else:
expected_lumis = wfi.request['TotalInputLumis']
## what are the outputs
outputs = wfi.request['OutputDatasets']
## check whether the number of lumis is as expected for each
all_OK = defaultdict(lambda: False)
#print outputs
if len(outputs):
print wfo.name, wfi.request['RequestStatus']
for out in outputs:
event_count, lumi_count = getDatasetEventsAndLumis(dataset=out)
odb = session.query(Output).filter(
Output.datasetname == out).first()
if not odb:
print "adding an output object", out
odb = Output(datasetname=out)
odb.workflow = wfo
session.add(odb)
odb.nlumis = lumi_count
odb.nevents = event_count
odb.workfow_id = wfo.id
if odb.expectedlumis < expected_lumis:
odb.expectedlumis = expected_lumis
else:
expected_lumis = odb.expectedlumis
odb.date = time.mktime(time.gmtime())
session.commit()
wfi.sendLog(
'closor', "\t%60s %d/%d = %3.2f%%" %
(out, lumi_count, expected_lumis,
lumi_count / float(expected_lumis) * 100.))
#print wfo.fraction_for_closing, lumi_count, expected_lumis
#fraction = wfo.fraction_for_closing
#fraction = 0.0
#all_OK.append((float(lumi_count) > float(expected_lumis*fraction)))
all_OK[out] = True
## check for at least one full copy prior to moving on
in_full = {}
for out in outputs:
in_full[out] = []
presence = getDatasetPresence(url, out)
where = [site for site, info in presence.items() if info[0]]
if where:
all_OK[out] = True
print out, "is in full at", ",".join(where)
in_full[out] = copy.deepcopy(where)
else:
going_to = wfi.request['NonCustodialSites'] + wfi.request[
'CustodialSites']
wfi.sendLog(
'closor', "%s is not in full anywhere. send to %s" %
(out, ",".join(sorted(going_to))))
at_destination = dict([(k, v) for (k, v) in presence.items()
if k in going_to])
else_where = dict([(k, v) for (k, v) in presence.items()
if not k in going_to])
print json.dumps(at_destination)
print json.dumps(else_where, indent=2)
## do the full stuck transfer study, missing files and shit !
for there in going_to:
late_info = findLateFiles(url, out, going_to=there)
for l in late_info:
l.update({"workflow": wfo.name, "dataset": out})
all_late_files.extend(late_info)
if check_fullcopy_to_announce:
## only set this false if the check is relevant
all_OK[out] = False
## verify if we have to do harvesting
(OK, requests) = spawn_harvesting(url, wfi, in_full)
all_OK.update(OK)
## only that status can let me go into announced
if all(all_OK.values()) and wfi.request['RequestStatus'] in [
'closed-out'
]:
print wfo.name, "to be announced"
results = [] #'dummy']
if not results:
for out in outputs:
if all_OK[out]:
results.append(setDatasetStatus(out, 'VALID'))
tier = out.split('/')[-1]
campaign = None
try:
campaign = out.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request and wfi.request[
'Campaign']:
campaign = wfi.request['Campaign']
to_DDM = False
## campaign override
if campaign and campaign in CI.campaigns and 'toDDM' in CI.campaigns[
campaign] and tier in CI.campaigns[campaign][
'toDDM']:
to_DDM = True
## by typical enabling
if tier in UC.get("tiers_to_DDM"):
to_DDM = True
## check for unitarity
if not tier in UC.get("tiers_no_DDM") + UC.get(
"tiers_to_DDM"):
print "tier", tier, "neither TO or NO DDM for", out
results.append('Not recognitized tier %s' % tier)
#sendEmail("failed DDM injection","could not recognize %s for injecting in DDM"% out)
sendLog(
'closor',
"could not recognize %s for injecting in DDM" %
out,
level='critical')
continue
n_copies = 2
destinations = []
if to_DDM and campaign and campaign in CI.campaigns and 'DDMcopies' in CI.campaigns[
campaign]:
ddm_instructions = CI.campaigns[campaign][
'DDMcopies']
if type(ddm_instructions) == int:
n_copies = CI.campaigns[campaign]['DDMcopies']
elif type(ddm_instructions) == dict:
## a more fancy configuration
for ddmtier, indication in ddm_instructions.items(
):
if ddmtier == tier or ddmtier in [
'*', 'all'
]:
## this is for us
if 'N' in indication:
n_copies = indication['N']
if 'host' in indication:
destinations = indication['host']
destination_spec = ""
if destinations:
destination_spec = "--destination=" + ",".join(
destinations)
## inject to DDM when necessary
if to_DDM:
#print "Sending",out," to DDM"
p = os.popen(
'python assignDatasetToSite.py --nCopies=%d --dataset=%s %s --exec'
% (n_copies, out, destination_spec))
print p.read()
status = p.close()
if status != None:
print "Failed DDM, retrying a second time"
p = os.popen(
'python assignDatasetToSite.py --nCopies=%d --dataset=%s %s --exec'
% (n_copies, out, destination_spec))
print p.read()
status = p.close()
if status != None:
#sendEmail("failed DDM injection","could not add "+out+" to DDM pool. check closor logs.")
sendLog('closor',
"could not add " + out +
" to DDM pool. check closor logs.",
level='critical')
results.append(status)
if status == None:
wfi.sendLog(
'closor',
'%s is send to AnalysisOps DDM pool in %s copies %s'
% (n_copies, out, destination_spec))
else:
print wfo.name, "no stats for announcing", out
results.append('No Stats')
if all(
map(lambda result: result in ['None', None, True],
results)):
## only announce if all previous are fine
res = reqMgrClient.announceWorkflowCascade(url, wfo.name)
if not res in ['None', None]:
## check the status again, it might well have toggled
wl_bis = workflowInfo(url, wfo.name)
wfo.wm_status = wl_bis.request['RequestStatus']
session.commit()
if wl_bis.request['RequestStatus'] in [
'announced', 'normal-archived'
]:
res = None
else:
## retry ?
res = reqMgrClient.announceWorkflowCascade(
url, wfo.name)
results.append(res)
#print results
if all(map(lambda result: result in ['None', None, True],
results)):
wfo.status = 'done'
session.commit()
wfi.sendLog('closor', "workflow is announced")
else:
print "ERROR with ", wfo.name, "to be announced", json.dumps(
results)
else:
print wfo.name, "not good for announcing:", wfi.request[
'RequestStatus']
wfi.sendLog('closor', "cannot be announced")
held.add(wfo.name)
days_late = 0.
retries_late = 10
really_late_files = [
info for info in all_late_files if info['retries'] >= retries_late
]
really_late_files = [
info for info in really_late_files
if info['delay'] / (60 * 60 * 24.) >= days_late
]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s' % (
len(really_late_files), days_late, retries_late,
json.dumps(really_late_files, indent=2))
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor', subject)
print subject
open('%s/stuck_files.json' % monitor_dir,
'w').write(json.dumps(really_late_files, indent=2))
if held:
#sendEmail("held from announcing","the workflows below are held up, please check the logs https://cmst2.web.cern.ch/cmst2/unified/logs/closor/last.log \n%s"%("\n".join( held )))
sendLog('closor',
"the workflows below are held up \n%s" % ("\n".join(held)),
level='critical')
def checkor(url, spec=None, options=None):
if userLock(): return
if duplicateLock(): return
fDB = closeoutInfo()
UC = unifiedConfiguration()
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
wfs=[]
if options.new:
## get all in running and check
## you want to intersect with what is completed !
if options.strict:
completed_wfi = getWorkflows(url, status='completed')
for wfo in session.query(Workflow).filter(Workflow.status == 'away').all():
if wfo.name in completed_wfi:
wfs.append( wfo )
else:
print wfo.name,"is not completed"
sendLog('checkor','%s is not completed'%( wfo.name))
else:
wfs.extend( session.query(Workflow).filter(Workflow.status == 'away').all() )
if options.current:
## recheck those already there, probably to just pass them along
wfs.extend( session.query(Workflow).filter(Workflow.status== 'assistance').all() )
if options.old:
## than get all in need for assistance
wfs.extend( session.query(Workflow).filter(Workflow.status.startswith('assistance-')).all() )
custodials = defaultdict(list) #sites : dataset list
transfers = defaultdict(list) #sites : dataset list
invalidations = [] #a list of files
SI = siteInfo()
CI = campaignInfo()
mcm = McMClient(dev=False)
def get_campaign(output, wfi):
campaign = None
try:
campaign = output.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request:
campaign = wfi.request['Campaign']
return campaign
## retrieve bypass and onhold configuration
bypasses = []
forcings = []
overrides = getForceCompletes()
holdings = []
for bypassor,email in [('vlimant','*****@*****.**'),('jen_a','*****@*****.**'),('prozober','*****@*****.**')]:
bypass_file = '/afs/cern.ch/user/%s/%s/public/ops/bypass.json'%(bypassor[0],bypassor)
if not os.path.isfile(bypass_file):
#sendLog('checkor','no file %s',bypass_file)
continue
try:
bypasses.extend( json.loads(open(bypass_file).read()))
except:
sendLog('checkor',"cannot get by-passes from %s for %s"%(bypass_file ,bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(bypass_file), destination=[email])
holding_file = '/afs/cern.ch/user/%s/%s/public/ops/onhold.json'%(bypassor[0],bypassor)
if not os.path.isfile(holding_file):
#sendLog('checkor',"no file %s"%holding_file)
continue
try:
holdings.extend( json.loads(open(holding_file).read()))
except:
sendLog('checkor',"cannot get holdings from %s for %s"%(holding_file, bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(holding_file), destination=[email])
## once this was force-completed, you want to bypass
for rider,email in [('vlimant','*****@*****.**'),('jen_a','*****@*****.**'),('srimanob','*****@*****.**')]:
rider_file = '/afs/cern.ch/user/%s/%s/public/ops/forcecomplete.json'%(rider[0],rider)
if not os.path.isfile(rider_file):
print "no file",rider_file
#sendLog('checkor',"no file %s"%rider_file)
continue
try:
bypasses.extend( json.loads(open( rider_file ).read() ) )
except:
sendLog('checkor',"cannot get force complete list from %s"%rider)
sendEmail("malformated force complet file","%s is not json readable"%rider_file, destination=[email])
if use_mcm:
forcings = mcm.get('/restapi/requests/forcecomplete')
if forcings:
sendEmail('force completing mechanism','please check what checkor is doing with %s'%( ','.join(forcings)))
pattern_fraction_pass = UC.get('pattern_fraction_pass')
total_running_time = 5.*60.
sleep_time = 1
if len(wfs):
sleep_time = min(max(0.5, total_running_time / len(wfs)), 10)
random.shuffle( wfs )
print len(wfs),"to consider, pausing for",sleep_time
max_per_round = UC.get('max_per_round').get('checkor',None)
if max_per_round and not spec: wfs = wfs[:max_per_round]
for wfo in wfs:
if spec and not (spec in wfo.name): continue
time.sleep( sleep_time )
## get info
wfi = workflowInfo(url, wfo.name)
wfi.sendLog('checkor',"checking on %s %s"%( wfo.name,wfo.status))
## make sure the wm status is up to date.
# and send things back/forward if necessary.
wfo.wm_status = wfi.request['RequestStatus']
if wfo.wm_status == 'closed-out':
## manually closed-out
wfi.sendLog('checkor',"%s is already %s, setting close"%( wfo.name , wfo.wm_status))
wfo.status = 'close'
session.commit()
continue
elif wfo.wm_status in ['failed','aborted','aborted-archived','rejected','rejected-archived','aborted-completed']:
## went into trouble
wfo.status = 'trouble'
wfi.sendLog('checkor',"%s is in trouble %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
elif wfo.wm_status in ['assigned','acquired']:
## not worth checking yet
wfi.sendLog('checkor',"%s is not running yet"%wfo.name)
session.commit()
continue
if '-onhold' in wfo.status:
if wfo.name in holdings and wfo.name not in bypasses:
wfi.sendLog('checkor',"%s is on hold"%wfo.name)
continue
if wfo.wm_status != 'completed': #and not wfo.name in bypasses:
## for sure move on with closeout check if in completed
wfi.sendLog('checkor',"no need to check on %s in status %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
if wfo.name in holdings and wfo.name not in bypasses:
wfo.status = 'assistance-onhold'
wfi.sendLog('checkor',"setting %s on hold"%wfo.name)
session.commit()
continue
session.commit()
#sub_assistance="" # if that string is filled, there will be need for manual assistance
existing_assistance_tags = set(wfo.status.split('-')[1:]) #[0] should be assistance
assistance_tags = set()
is_closing = True
## get it from somewhere
bypass_checks = False
for bypass in bypasses:
if bypass in wfo.name:
wfi.sendLog('checkor',"we can bypass checks on %s because of keyword %s "%( wfo.name, bypass))
bypass_checks = True
break
pids = wfi.getPrepIDs()
force_by_mcm = False
force_by_user = False
for force in forcings:
if force in pids:
wfi.sendLog('checkor',"we can bypass checks and force complete %s because of prepid %s "%( wfo.name, force))
bypass_checks = True
force_by_mcm = True
break
for user in overrides:
for force in overrides[user]:
if force in wfo.name:
wfi.sendLog('checkor',"we can bypass checks and force complete %s because of keyword %s of user %s"%( wfo.name, force, user))
bypass_checks = True
force_by_user = True
break
tiers_with_no_check = copy.deepcopy(UC.get('tiers_with_no_check')) # dqm*
vetoed_custodial_tier = copy.deepcopy(UC.get('tiers_with_no_custodial')) #dqm*, reco
campaigns = {}
expected_outputs = copy.deepcopy( wfi.request['OutputDatasets'] )
for out in wfi.request['OutputDatasets']:
c = get_campaign(out, wfi)
campaigns[out] = c
if c in CI.campaigns and 'custodial_override' in CI.campaigns[c]:
vetoed_custodial_tier = list(set(vetoed_custodial_tier) - set(CI.campaigns[c]['custodial_override']))
## add those that we need to check for custodial copy
tiers_with_no_check = list(set(tiers_with_no_check) - set(CI.campaigns[c]['custodial_override'])) ## would remove DQM from the vetoed check
check_output_text = "Initial outputs:"+",".join(sorted(wfi.request['OutputDatasets'] ))
wfi.request['OutputDatasets'] = [ out for out in wfi.request['OutputDatasets'] if not any([out.split('/')[-1] == veto_tier for veto_tier in tiers_with_no_check])]
check_output_text += "\nWill check on:"+",".join(sorted(wfi.request['OutputDatasets'] ))
check_output_text += "\ntiers out:"+",".join( sorted(tiers_with_no_check ))
check_output_text += "\ntiers no custodial:"+",".join( sorted(vetoed_custodial_tier) )
wfi.sendLog('checkor', check_output_text )
## anything running on acdc : getting the real prepid is not worth it
familly = getWorkflowById(url, wfi.request['PrepID'], details=True)
acdc = []
acdc_inactive = []
forced_already=False
acdc_bads = []
for member in familly:
if member['RequestType'] != 'Resubmission': continue
if member['RequestName'] == wfo.name: continue
if member['RequestDate'] < wfi.request['RequestDate']: continue
if 'OriginalRequestName' in member and member['OriginalRequestName'] != wfo.name: continue
if member['RequestStatus'] == None: continue
if not set(member['OutputDatasets']).issubset( set(expected_outputs)):
if not member['RequestStatus'] in ['rejected-archived','rejected','aborted','aborted-archived']:
##this is not good at all
wfi.sendLog('checkor','inconsistent ACDC %s'%member['RequestName'] )
acdc_bads.append( member['RequestName'] )
is_closing = False
assistance_tags.add('manual')
continue
if member['RequestStatus'] in ['running-open','running-closed','assigned','acquired']:
print wfo.name,"still has an ACDC running",member['RequestName']
acdc.append( member['RequestName'] )
## cannot be bypassed!
is_closing = False
assistance_tags.add('recovering')
if (force_by_mcm or force_by_user) and not forced_already:
wfi.sendLog('checkor','%s is being forced completed while recovering'%wfo.name)
wfi.notifyRequestor("The workflow %s was force completed"% wfo.name, do_batch=False)
forceComplete(url, wfi)
forced_already=True
else:
acdc_inactive.append( member['RequestName'] )
assistance_tags.add('recovered')
if acdc_bads:
sendEmail('inconsistent ACDC','for %s, ACDC %s is inconsistent, preventing from closing'%( wfo.name, ','.join(acdc_bads) ))
## completion check
percent_completions = {}
if not 'TotalInputEvents' in wfi.request:
event_expected,lumi_expected = 0,0
if not 'recovery' in wfo.status:
#sendEmail("missing member of the request","TotalInputEvents is missing from the workload of %s"% wfo.name, destination=['*****@*****.**'])
sendLog('checkor',"TotalInputEvents is missing from the workload of %s"% wfo.name, level='critical')
else:
event_expected,lumi_expected = wfi.request['TotalInputEvents'],wfi.request['TotalInputLumis']
if 'RequestNumEvents' in wfi.request and int(wfi.request['RequestNumEvents']):
event_expected = int(wfi.request['RequestNumEvents'])
elif 'Task1' in wfi.request and 'RequestNumEvents' in wfi.request['Task1']:
event_expected = wfi.request['Task1']['RequestNumEvents']
for i in range(1,20):
if 'Task%d'%i in wfi.request:
## this is wrong ibsolute
if 'FilterEfficiency' in wfi.request['Task%d'%i]:
event_expected *= float(wfi.request['Task%d'%i]['FilterEfficiency'])
event_expected = int(event_expected)
fractions_pass = {}
over_100_pass = False
(lhe,prim,_,_) = wfi.getIO()
if lhe or prim: over_100_pass = False
for output in wfi.request['OutputDatasets']:
event_count,lumi_count = getDatasetEventsAndLumis(dataset=output)
percent_completions[output] = 0.
if lumi_expected:
percent_completions[output] = lumi_count / float( lumi_expected )
if event_expected:
wfi.sendLog('checkor', "event completion real %s expected %s"%(event_count, event_expected ))
percent_completions[output] = max(percent_completions[output], float(event_count) / float( event_expected ) )
fractions_pass[output] = 0.95
c = campaigns[output]
if c in CI.campaigns and 'fractionpass' in CI.campaigns[c]:
fractions_pass[output] = CI.campaigns[c]['fractionpass']
wfi.sendLog('checkor', "overriding fraction to %s for %s by campaign requirement"%( fractions_pass[output], output))
if options.fractionpass:
fractions_pass[output] = options.fractionpass
print "overriding fraction to",fractions_pass[output],"by command line for",output
for key in pattern_fraction_pass:
if key in output:
fractions_pass[output] = pattern_fraction_pass[key]
print "overriding fraction to",fractions_pass[output],"by dataset key",key
if not all([percent_completions[out] >= fractions_pass[out] for out in fractions_pass]):
possible_recoveries = wfi.getRecoveryDoc()
if possible_recoveries == []:
wfi.sendLog('checkor','%s has missing statistics \n%s \n%s, but nothing is recoverable. passing through to annoucement'%(
wfo.name, json.dumps(percent_completions, indent=2), json.dumps(fractions_pass, indent=2) ))
sendEmail('nothing is recoverable','%s is not completed, but has nothing to be recovered, passing along ?'%wfo.name)
bypass_checks = True
else:
wfi.sendLog('checkor','%s is not completed \n%s \n%s'%(
wfo.name, json.dumps(percent_completions, indent=2), json.dumps(fractions_pass, indent=2) ))
## hook for creating automatically ACDC ?
if not bypass_checks:
assistance_tags.add('recovery')
is_closing = False
if over_100_pass and any([percent_completions[out] >100 for out in fractions_pass]):
print wfo.name,"is over completed"
print json.dumps(percent_completions, indent=2)
if not bypass_checks:
assistance_tags.add('over100')
is_closing = False
## correct lumi < 300 event per lumi
events_per_lumi = {}
for output in wfi.request['OutputDatasets']:
events_per_lumi[output] = getDatasetEventsPerLumi( output )
lumi_upper_limit = {}
for output in wfi.request['OutputDatasets']:
upper_limit = 301.
campaign = campaigns[output]
#if 'EventsPerLumi' in wfi.request and 'FilterEfficiency' in wfi.request:
# upper_limit = 1.5*wfi.request['EventsPerLumi']*wfi.request['FilterEfficiency']
# print "setting the upper limit of lumisize to",upper_limit,"by request configuration"
if campaign in CI.campaigns and 'lumisize' in CI.campaigns[campaign]:
upper_limit = CI.campaigns[campaign]['lumisize']
print "overriding the upper lumi size to",upper_limit,"for",campaign
if options.lumisize:
upper_limit = options.lumisize
print "overriding the upper lumi size to",upper_limit,"by command line"
lumi_upper_limit[output] = upper_limit
if wfi.request['RequestType'] in ['ReDigi']: lumi_upper_limit[output] = -1
if any([ (lumi_upper_limit[out]>0 and events_per_lumi[out] >= lumi_upper_limit[out]) for out in events_per_lumi]):
print wfo.name,"has big lumisections"
print json.dumps(events_per_lumi, indent=2)
## hook for rejecting the request ?
if not bypass_checks:
assistance_tags.add('biglumi')
is_closing = False
any_presence = {}
for output in wfi.request['OutputDatasets']:
any_presence[output] = getDatasetPresence(url, output, vetoes=[])
## custodial copy
custodial_locations = {}
custodial_presences = {}
for output in wfi.request['OutputDatasets']:
custodial_presences[output] = [s for s in any_presence[output] if 'MSS' in s]
custodial_locations[output] = phedexClient.getCustodialSubscriptionRequestSite(output)
if not custodial_locations[output]:
custodial_locations[output] = []
## presence in phedex
phedex_presence ={}
for output in wfi.request['OutputDatasets']:
phedex_presence[output] = phedexClient.getFileCountDataset(url, output )
out_worth_checking = [out for out in custodial_locations.keys() if out.split('/')[-1] not in vetoed_custodial_tier]
size_worth_checking = sum([getDatasetSize(out)/1023. for out in out_worth_checking ]) ## size in TBs of all outputs
if not all(map( lambda sites : len(sites)!=0, [custodial_locations[out] for out in out_worth_checking])):
print wfo.name,"has not all custodial location"
print json.dumps(custodial_locations, indent=2)
##########
## hook for making a custodial replica ?
custodial = None
## get from other outputs
for output in out_worth_checking:
if len(custodial_locations[output]):
custodial = custodial_locations[output][0]
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the other output custodial:",custodial,"because of limited space"
custodial = None
## try to get it from campaign configuration
if not custodial:
for output in out_worth_checking:
campaign = campaigns[output]
if campaign in CI.campaigns and 'custodial' in CI.campaigns[campaign]:
custodial = CI.campaigns[campaign]['custodial']
print "Setting custodial to",custodial,"from campaign configuration"
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the campaign configuration custodial:",custodial,"because of limited space"
custodial = None
## get from the parent
pick_custodial = True
use_parent_custodial = UC.get('use_parent_custodial')
_,prim,_,_ = wfi.getIO()
if not custodial and prim and use_parent_custodial:
parent_dataset = prim.pop()
## this is terribly dangerous to assume only
parents_custodial = phedexClient.getCustodialSubscriptionRequestSite( parent_dataset )
###parents_custodial = findCustodialLocation(url, parent_dataset)
if not parents_custodial:
parents_custodial = []
if len(parents_custodial):
custodial = parents_custodial[0]
else:
print "the input dataset",parent_dataset,"does not have custodial in the first place. abort"
#sendEmail( "dataset has no custodial location", "Please take a look at %s in the logs of checkor"%parent_dataset)
## does not work for RAWOADSIM
sendLog('checkor',"Please take a look at %s for missing custodial location"% parent_dataset)
## cannot be bypassed, this is an issue to fix
is_closing = False
pick_custodial = False
assistance_tags.add('parentcustodial')
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the parent custodial:",custodial,"because of limited space"
custodial = None
if not custodial and pick_custodial:
## pick one at random
custodial = SI.pick_SE(size=size_worth_checking)
if not custodial:
print "cannot find a custodial for",wfo.name
wfi.sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking))
#sendEmail( "cannot find a custodial","cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking))
sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking), level='critical')
if custodial and (is_closing or bypass_checks):
print "picked",custodial,"for tape copy"
## remember how much you added this round already ; this stays locally
SI.storage[custodial] -= size_worth_checking
## register the custodial request, if there are no other big issues
for output in out_worth_checking:
if not len(custodial_locations[output]):
if phedex_presence[output]>=1:
custodials[custodial].append( output )
## let's wait and see if that's needed
assistance_tags.add('custodial')
else:
print "no file in phedex for",output," not good to add to custodial requests"
#cannot be bypassed
is_closing = False
## disk copy
disk_copies = {}
for output in wfi.request['OutputDatasets']:
disk_copies[output] = [s for s in any_presence[output] if (not 'MSS' in s) and (not 'Buffer' in s)]
if not all(map( lambda sites : len(sites)!=0, disk_copies.values())):
print wfo.name,"has not all output on disk"
print json.dumps(disk_copies, indent=2)
## presence in dbs
dbs_presence = {}
dbs_invalid = {}
for output in wfi.request['OutputDatasets']:
dbs_presence[output] = dbs3Client.getFileCountDataset( output )
dbs_invalid[output] = dbs3Client.getFileCountDataset( output, onlyInvalid=True)
fraction_invalid = 0.01
if not all([dbs_presence[out] == (dbs_invalid[out]+phedex_presence[out]) for out in wfi.request['OutputDatasets']]) and not options.ignorefiles:
print wfo.name,"has a dbs,phedex mismatch"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
if not 'recovering' in assistance_tags:
assistance_tags.add('filemismatch')
#print this for show and tell if no recovery on-going
for out in dbs_presence:
_,_,missing_phedex,missing_dbs = getDatasetFiles(url, out)
if missing_phedex:
wfi.sendLog('checkor',"These %d files are missing in phedex\n%s"%(len(missing_phedex),
"\n".join( missing_phedex )))
if missing_dbs:
wfi.sendLog('checkor',"These %d files are missing in dbs\n%s"%(len(missing_dbs),
"\n".join( missing_dbs )))
#if not bypass_checks:
## I don't think we can by pass this
is_closing = False
if not all([(dbs_invalid[out] <= int(fraction_invalid*dbs_presence[out])) for out in wfi.request['OutputDatasets']]) and not options.ignorefiles:
print wfo.name,"has a dbs invalid file level too high"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
## need to be going and taking an eye
assistance_tags.add('invalidfiles')
if not bypass_checks:
#sub_assistance+="-invalidfiles"
is_closing = False
## put that heavy part at the end
## duplication check
duplications = {}
if is_closing or bypass_checks:
print "starting duplicate checker for",wfo.name
for output in wfi.request['OutputDatasets']:
print "\tchecking",output
duplications[output] = True
try:
duplications[output] = dbs3Client.duplicateRunLumi( output , skipInvalid=True, verbose=True)
except:
try:
duplications[output] = dbs3Client.duplicateRunLumi( output , skipInvalid=True, verbose=True)
except:
print "was not possible to get the duplicate count for",output
is_closing=False
if any(duplications.values()) and not options.ignoreduplicates:
print wfo.name,"has duplicates"
print json.dumps(duplications,indent=2)
## hook for making file invalidation ?
## it shouldn't be allowed to bypass it
assistance_tags.add('duplicates')
is_closing = False
## for visualization later on
if not wfo.name in fDB.record:
#print "adding",wfo.name,"to close out record"
fDB.record[wfo.name] = {
'datasets' :{},
'name' : wfo.name,
'closeOutWorkflow' : None,
}
fDB.record[wfo.name]['closeOutWorkflow'] = is_closing
fDB.record[wfo.name]['priority'] = wfi.request['RequestPriority']
fDB.record[wfo.name]['prepid'] = wfi.request['PrepID']
for output in wfi.request['OutputDatasets']:
if not output in fDB.record[wfo.name]['datasets']: fDB.record[wfo.name]['datasets'][output] = {}
rec = fDB.record[wfo.name]['datasets'][output]
rec['percentage'] = float('%.2f'%(percent_completions[output]*100))
rec['duplicate'] = duplications[output] if output in duplications else 'N/A'
rec['phedexReqs'] = float('%.2f'%any_presence[output][custodial_presences[output][0]][1]) if len(custodial_presences[output])!=0 else 'N/A'
rec['closeOutDataset'] = is_closing
rec['transPerc'] = float('%.2f'%any_presence[output][ disk_copies[output][0]][1]) if len(disk_copies[output])!=0 else 'N/A'
rec['correctLumis'] = int(events_per_lumi[output]) if (events_per_lumi[output] > lumi_upper_limit[output]) else True
rec['missingSubs'] = False if len(custodial_locations[output])==0 else ','.join(list(set(custodial_locations[output])))
rec['dbsFiles'] = dbs_presence[output]
rec['dbsInvFiles'] = dbs_invalid[output]
rec['phedexFiles'] = phedex_presence[output]
rec['acdc'] = "%d / %d"%(len(acdc),len(acdc+acdc_inactive))
now = time.gmtime()
rec['timestamp'] = time.mktime(now)
rec['updated'] = time.asctime(now)+' (GMT)'
## and move on
if is_closing:
## toggle status to closed-out in request manager
print "setting",wfo.name,"closed-out"
if not options.test:
if wfo.wm_status in ['closed-out','announced','normal-archived']:
print wfo.name,"is already",wfo.wm_status,"not trying to closed-out and assuming it does"
res = None
else:
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
print "close out answer",res
if not res in ["None",None]:
print "try to get the current status again"
wfi_bis = workflowInfo(url, wfo.name)
if wfi_bis.request['RequestStatus'] == 'closed-out':
print "the request did toggle to closed-out"
res = None
if not res in ["None",None]:
print "retrying to closing out"
print res
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
if res in [None,"None"]:
wfo.status = 'close'
session.commit()
if use_mcm and force_by_mcm:
## shoot large on all prepids, on closing the wf
for pid in pids:
mcm.delete('/restapi/requests/forcecomplete/%s'%pid)
else:
print "could not close out",wfo.name,"will try again next time"
else:
## full known list
#recovering # has active ACDC
##OUT #recovered #had inactive ACDC
#recovery #not over the pass bar
#over100 # over 100%
#biglumi # has a big lumiblock
#parentcustodial # the parent does not have a valid subscription yet
#custodial # has had the transfer made, is waiting for a valid custodial subscription to appear
#filemismatch # there is a dbs/phedex mismatch
#duplicates #a lumi section is there twice
## manual is not added yet, and should be so by recoveror
print wfo.name,"was tagged with :",list(assistance_tags)
if 'recovering' in assistance_tags:
## if active ACDC, being under threshold, filemismatch do not matter
assistance_tags = assistance_tags - set(['recovery','filemismatch'])
if 'recovery' in assistance_tags and 'recovered' in assistance_tags:
## should not set -recovery to anything that add ACDC already
assistance_tags = assistance_tags - set(['recovery','recovered'])
## straight to manual
assistance_tags.add('manual')
## that means there is something that needs to be done acdc, lumi invalidation, custodial, name it
print wfo.name,"needs assistance with",",".join( assistance_tags )
print wfo.name,"existing conditions",",".join( existing_assistance_tags )
#########################################
##### notification to requester #########
go_notify=False
if assistance_tags and not 'manual' in existing_assistance_tags and existing_assistance_tags != assistance_tags:
go_notify=True
if go_notify:
#if wfo.name in already_notified:
# print "double notification"
# sendEmail('double notification','please take a look at %s'%(wfo.name))
#else:
# already_notified.append( wfo.name )
detailslink = 'https://cmsweb.cern.ch/reqmgr/view/details/%s'
perflink = 'https://cmsweb.cern.ch/couchdb/workloadsummary/_design/WorkloadSummary/_show/histogramByWorkflow/%s'%(wfo.name)
splitlink = 'https://cmsweb.cern.ch/reqmgr/view/splitting/%s'%(wfo.name)
## notify templates
messages= {
'recovery': 'Samples completed with missing statistics:\n%s\n%s '%( '\n'.join(['%.2f %% complete for %s'%(percent_completions[output]*100, output) for output in wfi.request['OutputDatasets'] ] ), perflink ),
'biglumi': 'Samples completed with large luminosity blocks:\n%s\n%s '%('\n'.join(['%d > %d for %s'%(events_per_lumi[output], lumi_upper_limit[output], output) for output in wfi.request['OutputDatasets'] if (events_per_lumi[output] > lumi_upper_limit[output])]), splitlink),
'duplicates': 'Samples completed with duplicated luminosity blocks:\n%s\n'%( '\n'.join(['%s'%output for output in wfi.request['OutputDatasets'] if output in duplications and duplications[output] ] ) ),
'filemismatch': 'Samples completed with inconsistency in DBS/Phedex',
#'manual' : 'Workflow completed and requires manual checks by Ops',
}
content = "The request PREPID (WORKFLOW) is facing issue in production.\n"
motive = False
for case in messages:
if case in assistance_tags:
content+= "\n"+messages[case]+"\n"
motive = True
content += "You are invited to check, while this is being taken care of by Comp-Ops.\n"
content += "This is an automated message from Comp-Ops.\n"
items_notified = set()
if use_mcm and motive:
wfi.notifyRequestor( content , mcm = mcm)
#########################################
## logic to set the status further
if assistance_tags:
new_status = 'assistance-'+'-'.join(sorted(assistance_tags) )
else:
new_status = 'assistance'
## case where the workflow was in manual from recoveror
if not 'manual' in wfo.status or new_status!='assistance-recovery':
wfo.status = new_status
if not options.test:
print "setting",wfo.name,"to",wfo.status
session.commit()
else:
print "current status is",wfo.status,"not changing to anything"
#open('already_notifified.json','w').write( json.dumps( already_notified , indent=2))
fDB.html()
if not spec:
#sendEmail("fresh assistance status available","Fresh status are available at https://cmst2.web.cern.ch/cmst2/unified/assistance.html",destination=['*****@*****.**'])
#it's a bit annoying
pass
## custodial requests
print "Custodials"
print json.dumps(custodials, indent=2)
for site in custodials:
print ','.join(custodials[site]),'=>',site
if not options.test:
result = makeReplicaRequest(url, site, list(set(custodials[site])),"custodial copy at production close-out",custodial='y',priority='low', approve = (site in SI.sites_auto_approve) )
print result
print "Transfers"
print json.dumps(transfers, indent=2)
## replicas requests
for site in transfers:
print ','.join(transfers[site]),'=>',site
if not options.test:
result = None
#result = makeReplicaRequest(url, site, list(set(transfers[site])),"copy to disk at production close-out")
print result
print "File Invalidation"
print invalidations
def assignor(url, specific=None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
#if notRunningBefore( 'stagor' ): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = global_SI
#LI = lockInfo()
NLI = newLockInfo()
n_assigned = 0
n_stalled = 0
wfos = []
if specific or options.early:
wfos.extend(
session.query(Workflow).filter(
Workflow.status == 'considered').all())
wfos.extend(
session.query(Workflow).filter(Workflow.status == 'staging').all())
if specific:
wfos.extend(
session.query(Workflow).filter(
Workflow.status == 'considered-tried').all())
wfos.extend(
session.query(Workflow).filter(Workflow.status == 'staged').all())
#if specific:
# #wfos = session.query(Workflow).filter(Workflow.name==specific).all()
# wfos = session.query(Workflow).filter(Workflow.name.contains(specific)).all()
#if not wfos:
# if specific:
# wfos = session.query(Workflow).filter(Workflow.status=='considered').all()
# wfos.extend( session.query(Workflow).filter(Workflow.status=='staging').all())
# wfos.extend(session.query(Workflow).filter(Workflow.status=='staged').all())
random.shuffle(wfos)
for wfo in wfos:
if options.limit and (n_stalled + n_assigned) > options.limit:
break
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(','))):
continue
#if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo(url, wfo.name)
wfh.sendLog('assignor', "%s to be assigned" % wfo.name)
## check if by configuration we gave it a GO
if not CI.go(wfh.request['Campaign']) and not options.go:
wfh.sendLog('assignor', "No go for %s" % wfh.request['Campaign'])
n_stalled += 1
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] != 'assignment-approved':
if not options.test:
wfh.sendLog('assignor',
"setting %s away and skipping" % wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name, wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor', "cannot decide on version number")
n_stalled += 1
wfo.status = 'trouble'
session.commit()
continue
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
original_sites_allowed = copy.deepcopy(sites_allowed)
wfh.sendLog('assignor', "Site white list %s" % sorted(sites_allowed))
override_sec_location = CI.get(wfh.request['Campaign'],
'SecondaryLocation', [])
blocks = []
if 'BlockWhitelist' in wfh.request:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(
set(blocks + getDatasetBlocks(
dataset, runs=wfh.request['RunWhitelist'])))
wfh.sendLog('assignor', "Allowed %s" % sorted(sites_allowed))
secondary_locations = None
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
sendEmail("tempting to pass sec location check",
"but we cannot yet IMO")
#pass
presence = getDatasetPresence(url, sec)
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [
site for (site, (there, frac)) in presence.items()
if frac > 98.
]
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations == None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(
set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [
site for site in sites_allowed
if SI.CE_to_SE(site) in one_secondary_locations
]
wfh.sendLog(
'assignor', "From secondary requirement, now Allowed%s" %
sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy(
sites_allowed
) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy(sites_allowed)
sites_with_data = copy.deepcopy(sites_allowed)
sites_with_any_data = copy.deepcopy(sites_allowed)
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
for prim in list(primary):
set_lfn = getLFNbase(prim)
presence = getDatasetPresence(url, prim, only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(
url,
prim,
sites=[SI.CE_to_SE(site) for site in sites_allowed],
only_blocks=blocks)
#sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
#sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in [
psite for (psite, (there, frac)) in presence.items()
if there
]
]
sites_with_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in
[psite for (psite, frac) in presence.items() if frac[1] > 90.]
]
sites_with_any_data = [
site for site in sites_with_any_data
if SI.CE_to_SE(site) in presence.keys()
]
wfh.sendLog(
'assignor', "Holding the data but not allowed %s" % sorted(
list(
set([
se_site for se_site in presence.keys()
if not SI.SE_to_CE(se_site) in sites_allowed
]))))
if primary_locations == None:
primary_locations = presence.keys()
else:
primary_locations = list(
set(primary_locations) & set(presence.keys()))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites = []
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in
list((set(secondary_locations) & set(primary_locations)) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
elif primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in list(
set(primary_locations) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
else:
opportunistic_sites = []
wfh.sendLog(
'assignor', "We could be running in addition at %s" %
sorted(opportunistic_sites))
if any(
[osite in SI.sites_not_ready
for osite in opportunistic_sites]):
wfh.sendLog(
'assignor', "One of the usable site is in downtime %s" % ([
osite in SI.sites_not_ready
for osite in opportunistic_sites
]))
down_time = True
## should this be send back to considered ?
"""
if available_fractions and not all([available>=1. for available in available_fractions.values()]):
print "The input dataset is not located in full over sites"
print json.dumps(available_fractions)
if not options.test and not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known:
sendEmail( "cannot be assigned","%s is not full over sites \n %s"%(wfo.name,json.dumps(available_fractions)))
known.append( wfo.name )
open('cannot_assign.json','w').write(json.dumps( known, indent=2))
n_stalled+=1
continue ## skip skip skip
"""
## should be 2 but for the time-being let's lower it to get things going
copies_wanted, cpuh = wfh.getNCopies()
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[
wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[
wfh.request['Campaign']]['maxcopies']
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(
1, copies_wanted -
less_copies_than_requested) # take one out for the efficiency
wfh.sendLog('assignor',
"needed availability fraction %s" % copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
if available_fractions and not all([
available >= copies_wanted
for available in available_fractions.values()
]):
not_even_once = not all([
available >= 1. for available in available_fractions.values()
])
wfh.sendLog(
'assignor',
"The input dataset is not available %s times, only %s" %
(copies_wanted, available_fractions.values()))
if down_time and not options.go and not options.early:
wfo.status = 'considered'
session.commit()
wfh.sendLog(
'assignor',
"sending back to considered because of site downtime, instead of waiting"
)
sendEmail(
"cannot be assigned due to downtime",
"%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."
% wfo.name)
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known and not options.limit and not options.go and not options.early:
wfh.sendLog(
'assignor',
"cannot be assigned, %s is not sufficiently available.\n %s"
% (wfo.name, json.dumps(available_fractions)))
sendEmail(
"cannot be assigned",
"%s is not sufficiently available.\n %s" %
(wfo.name, json.dumps(available_fractions)))
known.append(wfo.name)
open('cannot_assign.json',
'w').write(json.dumps(known, indent=2))
n_stalled += 1
if options.early:
if wfo.status == 'considered':
wfh.sendLog('assignor', "setting considered-tried")
wfo.status = 'considered-tried'
session.commit()
else:
print "tried but status is", wfo.status
continue
## default back to white list to original white list with any data
print "Allowed", sites_allowed
if options.primary_aaa:
sites_allowed = initial_sites_allowed
#options.useSiteListAsLocation = True
options.TrustSitelists = True
else:
sites_allowed = sites_with_any_data
wfh.sendLog('assignor',
"Selected for any data %s" % sorted(sites_allowed))
if options.restrict:
print "Allowed", sites_allowed
sites_allowed = sites_with_any_data
print "Selected", sites_allowed
else:
if set(sites_with_data) != set(sites_allowed):
## the data is not everywhere we wanted to run at : enable aaa
print "Sites with 90% data not matching site white list (block choping!)"
print "Resorting to AAA reading for", list(
set(sites_allowed) - set(sites_with_data)), "?"
print "Whitelist site with any data", list(
set(sites_allowed) - set(sites_with_any_data))
#options.useSiteListAsLocation = True
#print "Not commissioned yet"
#continue
#print "We could be running at",opportunistic_sites,"in addition"
##sites_allowed = list(set(sites_allowed+ opportunistic_sites))
if not len(sites_allowed):
wfh.sendLog('assignor', "cannot be assign with no matched sites")
sendEmail("cannot be assigned", "%s has no whitelist" % (wfo.name))
n_stalled += 1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [
SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])
]
## one last modification now that we know we can assign, and to make sure all ressource can be used by the request : set all ON sites to whitelist
###sites_allowed = original_sites_allowed ## not needed, afterall as secondary jobs go their own ways
wfh.sendLog('assignor', "Placing the output on %s" % sites_out)
parameters = {
'SiteWhitelist': sites_allowed,
#'CustodialSites' : sites_custodial,
'NonCustodialSites': sites_out,
'AutoApproveSubscriptionSites': list(set(sites_out)),
'AcquisitionEra': wfh.acquisitionEra(),
'ProcessingString': wfh.processingString(),
'MergedLFNBase': set_lfn,
'ProcessingVersion': version,
}
## plain assignment here
team = 'production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
## high priority team agent
#if wfh.request['RequestPriority'] >= 100000 and (wfh.request['TimePerEvent']*int(wfh.getRequestNumEvents()))/(8*3600.) < 10000:
# team = 'highprio'
# sendEmail("sending work with highprio team","%s"% wfo.name, destination=['*****@*****.**'])
## SDSC redirection
#if "T2_US_UCSD" in sites_with_data and random.random() < -0.5 and wfh.request['Campaign']=='RunIISpring15DR74' and int(wfh.getRequestNumEvents()) < 600000 and not any([out.endswith('RAW') for out in wfh.request['OutputDatasets']]):
# ## consider SDSC
# parameters['SiteWhitelist'] = ['T2_US_UCSD','T3_US_SDSC']
# parameters['useSiteListAsLocation'] = True
# team = 'allocation-based'
# sendEmail("sending work to SDSC","%s was assigned to SDSC/UCSD"% wfo.name, destination=['*****@*****.**'])
## SDSC redirection
#if wfh.request['Campaign']==R'unIIWinter15GS' and random.random() < -1.0:
# parameters['SiteWhitelist'] = ['T3_US_SDSC']
# team = 'allocation-based'
# sendEmail("sending work to SDSC","%s was assigned to SDSC"% wfo.name, destination=['*****@*****.**'])
if False and 'T2_CH_CERN' in parameters['SiteWhitelist']:
## add some check on
### the amount pending to HLT
### the size of the request
### the priority of the request (maybe not if we decide to overflow during runs)
parameters['SiteWhitelist'] = ['T2_CH_CERN_HLT']
team = 'hlt'
## reduce the splitting by factor of 4, regardless of type of splitting
sendEmail("sending work to HLT",
"%s was assigned to HLT" % wfo.name)
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if type(v) == str and ',' in v:
parameters[key] = filter(None, v.split(','))
else:
parameters[key] = v
## pick up campaign specific assignment parameters
parameters.update(CI.parameters(wfh.request['Campaign']))
if not options.test:
parameters['execute'] = True
split_check = wfh.checkWorkflowSplitting()
if split_check != True:
parameters.update(split_check)
if 'EventBased' in split_check.values():
wfh.sendLog('assignor', "Falling back to event splitting.")
sendEmail(
"Fallback to EventBased",
"the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"
% wfo.name)
elif 'EventsPerJob' in split_check.values():
wfh.sendLog('assignor',
"Modifying the number of job per event")
sendEmail(
"Modifying the job per events",
"the workflow %s is too heavy in number of jobs explosion"
% wfo.name)
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi) / float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents / (reqJobs * 1.4))
lumisPerJob = int(eventsPerJob / eventsPerLumi)
if lumisPerJob == 0:
sendEmail(
"issue with event splitting for run-dependent MC",
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob))
wfh.sendLog(
'assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl[
'events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl[
'avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
sendEmail(
"setting lumi splitting for run-dependent MC",
"%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob))
wfh.sendLog(
'assignor', "%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
sendEmail("leaving splitting untouched for PU_RD*",
"please check on " + wfo.name)
wfh.sendLog(
'assignor',
"leaving splitting untouched for PU_RD*, please check."
)
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned += 1
try:
## refetch information and lock output
new_wfi = workflowInfo(url, wfo.name)
(_, prim, _, sec) = new_wfi.getIO()
for secure in list(prim) + list(
sec) + new_wfi.request['OutputDatasets']:
## lock all outputs flat
NLI.lock(secure)
#for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output", str(e))
else:
print "ERROR could not assign", wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor', "Assigned %d Stalled %s" % (n_assigned, n_stalled))
def assignor(url, specific=None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = siteInfo()
NLI = newLockInfo()
n_assigned = 0
n_stalled = 0
wfos = []
if specific or options.early:
wfos.extend(
session.query(Workflow).filter(
Workflow.status == 'considered').all())
wfos.extend(
session.query(Workflow).filter(Workflow.status == 'staging').all())
if specific:
wfos.extend(
session.query(Workflow).filter(
Workflow.status == 'considered-tried').all())
wfos.extend(
session.query(Workflow).filter(Workflow.status == 'staged').all())
dataset_endpoints = json.loads(
open('%s/dataset_endpoints.json' % monitor_dir).read())
max_per_round = UC.get('max_per_round').get('assignor', None)
max_cpuh_block = UC.get('max_cpuh_block')
random.shuffle(wfos)
for wfo in wfos:
if options.limit and (n_stalled + n_assigned) > options.limit:
break
if max_per_round and (n_stalled + n_assigned) > max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(','))):
continue
#if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo(url, wfo.name)
wfh.sendLog('assignor', "%s to be assigned" % wfo.name)
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
## check if by configuration we gave it a GO
no_go = False
if not wfh.go(log=True) and not options.go:
n_stalled += 1
no_go = True
allowed_secondary = set()
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[
campaign]:
allowed_secondary.update(CI.campaigns[campaign]['secondaries'])
if (secondary and allowed_secondary) and (
set(secondary) & allowed_secondary != set(secondary)):
wfh.sendLog(
'assignor', '%s is not an allowed secondary' %
(', '.join(set(secondary) - allowed_secondary)))
#sendEmail('secondary not allowed','%s is not an allowed secondary'%( ', '.join(set(secondary)-allowed_secondary)))
sendLog('assignor',
'%s is not an allowed secondary' %
(', '.join(set(secondary) - allowed_secondary)),
level='critical')
if not options.go:
n_stalled += 1
no_go = True
if no_go:
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] != 'assignment-approved':
if not options.test:
wfh.sendLog('assignor',
"setting %s away and skipping" % wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name, wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor', "cannot decide on version number")
n_stalled += 1
wfo.status = 'trouble'
session.commit()
continue
original_sites_allowed = copy.deepcopy(sites_allowed)
wfh.sendLog('assignor', "Site white list %s" % sorted(sites_allowed))
override_sec_location = CI.get(wfh.request['Campaign'],
'SecondaryLocation', [])
blocks = []
if 'BlockWhitelist' in wfh.request:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(
set(blocks + getDatasetBlocks(
dataset, runs=wfh.request['RunWhitelist'])))
wfh.sendLog('assignor', "Allowed %s" % sorted(sites_allowed))
secondary_locations = None
primary_aaa = options.primary_aaa
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'primary_AAA' in CI.campaigns[
wfh.request['Campaign']]:
primary_aaa = primary_aaa or CI.campaigns[
wfh.request['Campaign']]['primary_AAA']
secondary_aaa = options.secondary_aaa
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'secondary_AAA' in CI.campaigns[
wfh.request['Campaign']]:
secondary_aaa = secondary_aaa or CI.campaigns[
wfh.request['Campaign']]['secondary_AAA']
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
sendEmail("tempting to pass sec location check",
"but we cannot yet IMO")
#pass
if secondary_aaa:
#just continue without checking
continue
presence = getDatasetPresence(url, sec)
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [
site for (site, (there, frac)) in presence.items()
if frac > 98.
]
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations == None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(
set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [
site for site in sites_allowed
if SI.CE_to_SE(site) in one_secondary_locations
]
wfh.sendLog(
'assignor', "From secondary requirement, now Allowed%s" %
sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy(
sites_allowed
) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy(sites_allowed)
sites_with_data = copy.deepcopy(sites_allowed)
sites_with_any_data = copy.deepcopy(sites_allowed)
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
endpoints = set()
for prim in list(primary):
if prim in dataset_endpoints:
print "endpoints from stagor", dataset_endpoints[prim]
endpoints.update(dataset_endpoints[prim])
set_lfn = getLFNbase(prim)
presence = getDatasetPresence(url, prim, only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(
url,
prim,
sites=[SI.CE_to_SE(site) for site in sites_allowed],
only_blocks=blocks)
#sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
#sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in [
psite for (psite, (there, frac)) in presence.items()
if there
]
]
sites_with_data = [
site for site in sites_with_data if SI.CE_to_SE(site) in
[psite for (psite, frac) in presence.items() if frac[1] > 90.]
]
sites_with_any_data = [
site for site in sites_with_any_data
if SI.CE_to_SE(site) in presence.keys()
]
wfh.sendLog(
'assignor', "Holding the data but not allowed %s" % sorted(
list(
set([
se_site for se_site in presence.keys()
if not SI.SE_to_CE(se_site) in sites_allowed
]))))
if primary_locations == None:
primary_locations = presence.keys()
else:
primary_locations = list(
set(primary_locations) & set(presence.keys()))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites = []
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in
list((set(secondary_locations) & set(primary_locations)) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
elif primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site) for site in list(
set(primary_locations) -
set([SI.CE_to_SE(site) for site in sites_allowed]))
]
else:
opportunistic_sites = []
wfh.sendLog(
'assignor', "We could be running in addition at %s" %
sorted(opportunistic_sites))
if any(
[osite in SI.sites_not_ready
for osite in opportunistic_sites]):
wfh.sendLog(
'assignor', "One of the usable site is in downtime %s" % ([
osite in SI.sites_not_ready
for osite in opportunistic_sites
]))
down_time = True
## should this be send back to considered ?
## should be 2 but for the time-being let's lower it to get things going
copies_wanted, cpuh = wfh.getNCopies()
wfh.sendLog('assignor', "we need %s CPUh" % cpuh)
if cpuh > max_cpuh_block and not options.go:
#sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog(
'assignor',
'%s requires a large numbr of CPUh %s , not assigning, please check with requester'
% (wfo.name, cpuh),
level='critical')
wfh.sendLog(
'assignor',
"Requiring a large number of CPUh %s, not assigning" % cpuh)
continue
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[
wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[
wfh.request['Campaign']]['maxcopies']
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(
1, copies_wanted -
less_copies_than_requested) # take one out for the efficiency
else:
## find out whether there is a site in the whitelist, that is lacking jobs and reduce to 1 copy needed to get things going
pass
wfh.sendLog('assignor',
"needed availability fraction %s" % copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
if available_fractions and not all([
available >= copies_wanted
for available in available_fractions.values()
]):
not_even_once = not all([
available >= 1. for available in available_fractions.values()
])
wfh.sendLog(
'assignor',
"The input dataset is not available %s times, only %s" %
(copies_wanted, available_fractions.values()))
if down_time and not options.go and not options.early:
wfo.status = 'considered'
session.commit()
wfh.sendLog(
'assignor',
"sending back to considered because of site downtime, instead of waiting"
)
#sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
sendLog(
'assignor',
'%s is not sufficiently available, due to down time of a site in the whitelist. sending back to considered.'
% (wfo.name),
level='delay')
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known and not options.limit and not options.go and not options.early and not options.partial:
wfh.sendLog(
'assignor',
"cannot be assigned, %s is not sufficiently available.\n %s"
% (wfo.name, json.dumps(available_fractions)))
sendEmail(
"cannot be assigned",
"%s is not sufficiently available.\n %s" %
(wfo.name, json.dumps(available_fractions)))
known.append(wfo.name)
open('cannot_assign.json',
'w').write(json.dumps(known, indent=2))
n_stalled += 1
if options.early:
if wfo.status == 'considered':
wfh.sendLog('assignor', "setting considered-tried")
wfo.status = 'considered-tried'
session.commit()
else:
print "tried but status is", wfo.status
if options.partial:
print "Will move on with partial locations"
else:
continue
## default back to white list to original white list with any data
print "Allowed", sorted(sites_allowed)
if primary_aaa:
sites_allowed = initial_sites_allowed
options.TrustSitelists = True
wfh.sendLog(
'assignor', "Selected to read primary through xrootd %s" %
sorted(sites_allowed))
else:
sites_allowed = sites_with_any_data
wfh.sendLog('assignor',
"Selected for any data %s" % sorted(sites_allowed))
if secondary_aaa:
options.TrustPUSitelists = True
wfh.sendLog(
'assignor', "Reading secondary through xrootd from %s" %
sorted(sites_allowed))
### check on endpoints for on-going transfers
if endpoints and options.partial:
sites_allowed = list(
set(sites_allowed + [SI.SE_to_CE(s) for s in endpoints]))
print "with added endpoints", sorted(sites_allowed)
if not len(sites_allowed):
wfh.sendLog('assignor', "cannot be assign with no matched sites")
sendLog('assignor',
'%s has no whitelist' % wfo.name,
level='critical')
n_stalled += 1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [
SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])
]
wfh.sendLog('assignor', "Placing the output on %s" % sites_out)
parameters = {
'SiteWhitelist': sites_allowed,
'NonCustodialSites': sites_out,
'AutoApproveSubscriptionSites': list(set(sites_out)),
'AcquisitionEra': wfh.acquisitionEra(),
'ProcessingString': wfh.processingString(),
'MergedLFNBase': set_lfn,
'ProcessingVersion': version,
}
## plain assignment here
team = 'production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
if False and 'T2_CH_CERN' in parameters['SiteWhitelist']:
## add some check on
### the amount pending to HLT
### the size of the request
### the priority of the request (maybe not if we decide to overflow during runs)
parameters['SiteWhitelist'] = ['T2_CH_CERN_HLT']
team = 'hlt'
## reduce the splitting by factor of 4, regardless of type of splitting
sendEmail("sending work to HLT",
"%s was assigned to HLT" % wfo.name)
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if type(v) == str and ',' in v:
parameters[key] = filter(None, v.split(','))
else:
parameters[key] = v
if lheinput:
## throttle reading LHE article
wfh.sendLog('assignor',
'Setting the number of events per job to 500k max')
parameters['EventsPerJob'] = 500000
## pick up campaign specific assignment parameters
parameters.update(CI.parameters(wfh.request['Campaign']))
if not options.test:
parameters['execute'] = True
split_check = wfh.checkWorkflowSplitting()
if split_check != True:
parameters.update(split_check)
if 'EventBased' in split_check.values():
wfh.sendLog('assignor', "Falling back to event splitting.")
#sendEmail("Fallback to EventBased","the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"%wfo.name)
sendLog(
'assignor',
'the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting'
% wfo.name,
level='critical')
elif 'EventsPerJob' in split_check.values():
wfh.sendLog('assignor',
"Modifying the number of job per event")
#sendEmail("Modifying the job per events","the workflow %s is too heavy in number of jobs explosion"%wfo.name)
sendLog(
'assignor',
"the workflow %s is too heavy in number of jobs explosion"
% wfo.name,
level='critical')
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi) / float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents / (reqJobs * 1.4))
lumisPerJob = int(eventsPerJob / eventsPerLumi)
if lumisPerJob == 0:
#sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog('assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob),
level='critical')
wfh.sendLog(
'assignor',
"%s needs to be split by event with %s per job" %
(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl[
'events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl[
'avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
#sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog('assignor',
"%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob),
level='critical')
wfh.sendLog(
'assignor', "%s was assigned with %s lumis/job" %
(wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
#sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog(
'assignor',
"leaving splitting untouched for %s, please check on %s"
% (pstring, wfo.name),
level='critical')
wfh.sendLog(
'assignor',
"leaving splitting untouched for PU_RD*, please check."
)
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned += 1
wfh.sendLog(
'assignor', "Properly assigned\n%s" %
(json.dumps(parameters, indent=2)))
try:
## refetch information and lock output
new_wfi = workflowInfo(url, wfo.name)
(_, prim, _, sec) = new_wfi.getIO()
for secure in list(prim) + list(
sec) + new_wfi.request['OutputDatasets']:
## lock all outputs flat
NLI.lock(secure)
#for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output", str(e))
else:
print "ERROR could not assign", wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor', "Assigned %d Stalled %s" % (n_assigned, n_stalled))
def checkor(url, spec=None, options=None):
if userLock(): return
if duplicateLock() and not options.go: return
fDB = closeoutInfo()
UC = unifiedConfiguration()
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
def time_point(label="",sub_lap=False):
now = time.mktime(time.gmtime())
nows = time.asctime(time.gmtime())
print "Time check (%s) point at : %s"%(label, nows)
print "Since start: %s [s]"% ( now - time_point.start)
if sub_lap:
print "Sub Lap : %s [s]"% ( now - time_point.sub_lap )
time_point.sub_lap = now
else:
print "Lap : %s [s]"% ( now - time_point.lap )
time_point.lap = now
time_point.sub_lap = now
time_point.sub_lap = time_point.lap = time_point.start = time.mktime(time.gmtime())
runnings = session.query(Workflow).filter(Workflow.status == 'away').all()
standings = session.query(Workflow).filter(Workflow.status.startswith('assistance')).all()
## intersect with what is actually in completed status in request manager now
all_completed = set(getWorkflows(url, 'completed' ))
wfs=[]
if options.strict:
## the one which were running and now have completed
print "strict option is on: checking workflows that freshly completed"
wfs.extend( filter(lambda wfo: wfo.name in all_completed , runnings))
if options.update:
print "update option is on: checking workflows that have not completed yet"
wfs.extend( filter(lambda wfo: not wfo.name in all_completed , runnings))
if options.clear:
print "clear option is on: checking workflows that are ready to toggle closed-out"
wfs.extend( filter(lambda wfo: 'custodial' in wfo.status, standings))
if options.review:
print "review option is on: checking the workflows that needed intervention"
wfs.extend( filter(lambda wfo: not 'custodial' in wfo.status, standings))
## what is left out are the wf which were running and ended up aborted/failed/...
custodials = defaultdict(list) #sites : dataset list
transfers = defaultdict(list) #sites : dataset list
invalidations = [] #a list of files
SI = siteInfo()
CI = campaignInfo()
mcm = McMClient(dev=False) if use_mcm else None
def get_campaign(output, wfi):
## this should be a perfect matching of output->task->campaign
campaign = None
era = None
wf_campaign = None
if 'Campaign' in wfi.request: wf_campaign = wfi.request['Campaign']
try:
era = output.split('/')[2].split('-')[0]
except:
era = None
if wfi.isRelval():
campaign = wf_campaign
else:
campaign = era if era else wf_campaign
return campaign
## retrieve bypass and onhold configuration
bypasses = []
forcings = []
overrides = getForceCompletes()
holdings = []
actors = UC.get('allowed_bypass')
for bypassor,email in actors:
bypass_file = '/afs/cern.ch/user/%s/%s/public/ops/bypass.json'%(bypassor[0],bypassor)
if not os.path.isfile(bypass_file):
#sendLog('checkor','no file %s',bypass_file)
continue
try:
bypasses.extend( json.loads(open(bypass_file).read()))
except:
sendLog('checkor',"cannot get by-passes from %s for %s"%(bypass_file ,bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(bypass_file), destination=[email])
holding_file = '/afs/cern.ch/user/%s/%s/public/ops/onhold.json'%(bypassor[0],bypassor)
if not os.path.isfile(holding_file):
#sendLog('checkor',"no file %s"%holding_file)
continue
try:
extending = json.loads(open(holding_file).read())
print bypassor,"is holding",extending
holdings.extend( extending )
except:
sendLog('checkor',"cannot get holdings from %s for %s"%(holding_file, bypassor))
sendEmail("malformated by-pass information","%s is not json readable"%(holding_file), destination=[email])
## once this was force-completed, you want to bypass
for rider,email in actors:
rider_file = '/afs/cern.ch/user/%s/%s/public/ops/forcecomplete.json'%(rider[0],rider)
if not os.path.isfile(rider_file):
print "no file",rider_file
#sendLog('checkor',"no file %s"%rider_file)
continue
try:
bypasses.extend( json.loads(open( rider_file ).read() ) )
except:
sendLog('checkor',"cannot get force complete list from %s"%rider)
sendEmail("malformated force complet file","%s is not json readable"%rider_file, destination=[email])
if use_mcm:
forcings = mcm.get('/restapi/requests/forcecomplete')
#if forcings:
# sendEmail('force completing mechanism','please check what checkor is doing with %s'%( ','.join(forcings)))
pattern_fraction_pass = UC.get('pattern_fraction_pass')
total_running_time = 5.*60.
sleep_time = 1
if len(wfs):
sleep_time = min(max(0.5, total_running_time / len(wfs)), 10)
random.shuffle( wfs )
in_manual = 0
## now you have a record of what file was invalidated globally from TT
TMDB_invalid = dataCache.get('file_invalidation')
#try:
# TMDB_invalid = set([row[3] for row in csv.reader( os.popen('curl -s "https://docs.google.com/spreadsheets/d/11fFsDOTLTtRcI4Q3gXw0GNj4ZS8IoXMoQDC3CbOo_2o/export?format=csv"'))])
# TMDB_invalid = map(lambda e : e.split(':')[-1], TMDB_invalid)
# print len(TMDB_invalid),"globally invalidated files"
#except Exception as e:
# print "TMDB not fetched"
# print str(e)
# TMDB_invalid = []
print len(wfs),"to consider, pausing for",sleep_time
max_per_round = UC.get('max_per_round').get('checkor',None)
if options.limit: max_per_round=options.limit
if max_per_round and not spec: wfs = wfs[:max_per_round]
for wfo in wfs:
if spec and not (spec in wfo.name): continue
time.sleep( sleep_time )
time_point("Starting with %s"% wfo.name)
## get info
wfi = workflowInfo(url, wfo.name)
wfi.sendLog('checkor',"checking on %s %s"%( wfo.name,wfo.status))
## make sure the wm status is up to date.
# and send things back/forward if necessary.
wfo.wm_status = wfi.request['RequestStatus']
if wfo.wm_status == 'closed-out':
## manually closed-out
wfi.sendLog('checkor',"%s is already %s, setting close"%( wfo.name , wfo.wm_status))
wfo.status = 'close'
session.commit()
continue
elif wfo.wm_status in ['failed','aborted','aborted-archived','rejected','rejected-archived','aborted-completed']:
## went into trouble
wfo.status = 'trouble'
wfi.sendLog('checkor',"%s is in trouble %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
elif wfo.wm_status in ['assigned','acquired']:
## not worth checking yet
wfi.sendLog('checkor',"%s is not running yet"%wfo.name)
session.commit()
continue
if '-onhold' in wfo.status:
if wfo.name in holdings and wfo.name not in bypasses:
wfi.sendLog('checkor',"%s is on hold"%wfo.name)
continue
if wfo.wm_status != 'completed': #and not wfo.name in bypasses:
## for sure move on with closeout check if in completed
wfi.sendLog('checkor',"no need to check on %s in status %s"%(wfo.name, wfo.wm_status))
session.commit()
continue
if wfo.name in holdings and wfo.name not in bypasses:
wfo.status = 'assistance-onhold'
wfi.sendLog('checkor',"setting %s on hold"%wfo.name)
session.commit()
continue
session.commit()
#sub_assistance="" # if that string is filled, there will be need for manual assistance
existing_assistance_tags = set(wfo.status.split('-')[1:]) #[0] should be assistance
assistance_tags = set()
is_closing = True
## get it from somewhere
bypass_checks = False
for bypass in bypasses:
if bypass in wfo.name:
wfi.sendLog('checkor',"we can bypass checks on %s because of keyword %s "%( wfo.name, bypass))
bypass_checks = True
break
pids = wfi.getPrepIDs()
force_by_mcm = False
force_by_user = False
for force in forcings:
if force in pids:
wfi.sendLog('checkor',"we can bypass checks and force complete %s because of prepid %s "%( wfo.name, force))
bypass_checks = True
force_by_mcm = True
break
for user in overrides:
for force in overrides[user]:
if force in wfo.name:
wfi.sendLog('checkor',"we can bypass checks and force complete %s because of keyword %s of user %s"%( wfo.name, force, user))
bypass_checks = True
force_by_user = True
break
tiers_with_no_check = copy.deepcopy(UC.get('tiers_with_no_check')) # dqm*
vetoed_custodial_tier = copy.deepcopy(UC.get('tiers_with_no_custodial')) #dqm*, reco
to_ddm_tier = copy.deepcopy(UC.get('tiers_to_DDM'))
campaigns = {} ## this mapping of campaign per output dataset assumes era==campaing, which is not true for relval
expected_outputs = copy.deepcopy( wfi.request['OutputDatasets'] )
for out in wfi.request['OutputDatasets']:
c = get_campaign(out, wfi)
campaigns[out] = c
if c in CI.campaigns and 'custodial_override' in CI.campaigns[c]:
vetoed_custodial_tier = list(set(vetoed_custodial_tier) - set(CI.campaigns[c]['custodial_override']))
## add those that we need to check for custodial copy
tiers_with_no_check = list(set(tiers_with_no_check) - set(CI.campaigns[c]['custodial_override'])) ## would remove DQM from the vetoed check
check_output_text = "Initial outputs:"+",".join(sorted(wfi.request['OutputDatasets'] ))
wfi.request['OutputDatasets'] = [ out for out in wfi.request['OutputDatasets'] if not any([out.split('/')[-1] == veto_tier for veto_tier in tiers_with_no_check])]
check_output_text += "\nWill check on:"+",".join(sorted(wfi.request['OutputDatasets'] ))
check_output_text += "\ntiers out:"+",".join( sorted(tiers_with_no_check ))
check_output_text += "\ntiers no custodial:"+",".join( sorted(vetoed_custodial_tier) )
wfi.sendLog('checkor', check_output_text )
## anything running on acdc : getting the real prepid is not worth it
familly = getWorkflowById(url, wfi.request['PrepID'], details=True)
acdc = []
acdc_inactive = []
forced_already=False
acdc_bads = []
true_familly = []
for member in familly:
if member['RequestType'] != 'Resubmission': continue
if member['RequestName'] == wfo.name: continue
if member['RequestDate'] < wfi.request['RequestDate']: continue
if member['PrepID'] != wfi.request['PrepID'] : continue
#if 'OriginalRequestName' in member and (not 'ACDC' in member['OriginalRequestName']) and member['OriginalRequestName'] != wfo.name: continue
if member['RequestStatus'] == None: continue
if not set(member['OutputDatasets']).issubset( set(expected_outputs)):
if not member['RequestStatus'] in ['rejected-archived','rejected','aborted','aborted-archived']:
##this is not good at all
wfi.sendLog('checkor','inconsistent ACDC %s'%member['RequestName'] )
#sendLog('checkor','inconsistent ACDC %s'%member['RequestName'], level='critical')
acdc_bads.append( member['RequestName'] )
is_closing = False
assistance_tags.add('manual')
continue
true_familly.append( member['RequestName'] )
#try:
# parse_one(url, member['RequestName'])
#except:
# print "Could not make error report for",member['RequestName']
if member['RequestStatus'] in ['running-open','running-closed','assigned','acquired']:
print wfo.name,"still has an ACDC running",member['RequestName']
acdc.append( member['RequestName'] )
## cannot be bypassed!
is_closing = False
assistance_tags.add('recovering')
if (force_by_mcm or force_by_user) and not forced_already:
wfi.sendLog('checkor','%s is being forced completed while recovering'%wfo.name)
wfi.notifyRequestor("The workflow %s was force completed"% wfo.name, do_batch=False)
forceComplete(url, wfi)
forced_already=True
else:
acdc_inactive.append( member['RequestName'] )
assistance_tags.add('recovered')
if acdc_bads:
#sendEmail('inconsistent ACDC','for %s, ACDC %s is inconsistent, preventing from closing'%( wfo.name, ','.join(acdc_bads) ))
sendLog('checkor','For %s, ACDC %s is inconsistent, preventing from closing or will create a mess.'%( wfo.name, ','.join(acdc_bads) ), level='critical')
time_point("checked workflow familly", sub_lap=True)
## completion check
percent_completions = {}
if not 'TotalInputEvents' in wfi.request:
event_expected,lumi_expected = 0,0
if not 'recovery' in wfo.status:
#sendEmail("missing member of the request","TotalInputEvents is missing from the workload of %s"% wfo.name, destination=['*****@*****.**'])
sendLog('checkor',"TotalInputEvents is missing from the workload of %s"% wfo.name, level='critical')
else:
event_expected,lumi_expected = wfi.request['TotalInputEvents'],wfi.request['TotalInputLumis']
if 'RequestNumEvents' in wfi.request and int(wfi.request['RequestNumEvents']):
event_expected = int(wfi.request['RequestNumEvents'])
elif 'Task1' in wfi.request and 'RequestNumEvents' in wfi.request['Task1']:
event_expected = wfi.request['Task1']['RequestNumEvents']
for i in range(1,20):
if 'Task%d'%i in wfi.request:
## this is wrong ibsolute
if 'FilterEfficiency' in wfi.request['Task%d'%i]:
event_expected *= float(wfi.request['Task%d'%i]['FilterEfficiency'])
event_expected = int(event_expected)
fractions_pass = {}
events_per_lumi = {}
over_100_pass = False
(lhe,prim,_,_) = wfi.getIO()
if lhe or prim: over_100_pass = False
time_point("execpted statistics", sub_lap=True)
for output in wfi.request['OutputDatasets']:
event_count,lumi_count = getDatasetEventsAndLumis(dataset=output)
events_per_lumi[output] = event_count/float(lumi_count) if lumi_count else 100
percent_completions[output] = 0.
if lumi_expected:
percent_completions[output] = lumi_count / float( lumi_expected )
if event_expected:
wfi.sendLog('checkor', "event completion real %s expected %s"%(event_count, event_expected ))
percent_completions[output] = max(percent_completions[output], float(event_count) / float( event_expected ) )
default_pass = UC.get('default_fraction_pass')
fractions_pass[output] = default_pass
c = campaigns[output]
if c in CI.campaigns and 'fractionpass' in CI.campaigns[c]:
if type(CI.campaigns[c]['fractionpass']) == dict:
tier = output.split('/')[-1]
priority = str(wfi.request['RequestPriority'])
## defined per tier
fractions_pass[output] = CI.campaigns[c]['fractionpass'].get('all', default_pass)
if tier in CI.campaigns[c]['fractionpass']:
fractions_pass[output] = CI.campaigns[c]['fractionpass'][tier]
if priority in CI.campaigns[c]['fractionpass']:
fractions_pass[output] = CI.campaigns[c]['fractionpass'][priority]
else:
fractions_pass[output] = CI.campaigns[c]['fractionpass']
wfi.sendLog('checkor', "overriding fraction to %s for %s by campaign requirement"%( fractions_pass[output], output))
if options.fractionpass:
fractions_pass[output] = options.fractionpass
print "overriding fraction to",fractions_pass[output],"by command line for",output
for key in pattern_fraction_pass:
if key in output:
fractions_pass[output] = pattern_fraction_pass[key]
print "overriding fraction to",fractions_pass[output],"by dataset key",key
if not all([percent_completions[out] >= fractions_pass[out] for out in fractions_pass]):
possible_recoveries = wfi.getRecoveryDoc()
if possible_recoveries == []:
wfi.sendLog('checkor','%s has missing statistics \n%s \n%s, but nothing is recoverable. passing through to annoucement'%(
wfo.name, json.dumps(percent_completions, indent=2), json.dumps(fractions_pass, indent=2) ))
sendLog('checkor','%s is not completed, but has nothing to be recovered, passing along ?'%wfo.name, level='critical')
#sendEmail('nothing is recoverable','%s is not completed, but has nothing to be recovered, passing along ?'%wfo.name)#,destination=['*****@*****.**'])
## do not bypass for now, until Alan understands why we are loosing ACDC docs
bypass_checks = True
else:
wfi.sendLog('checkor','%s is not completed \n%s \n%s'%(
wfo.name, json.dumps(percent_completions, indent=2), json.dumps(fractions_pass, indent=2) ))
## hook for creating automatically ACDC ?
if not bypass_checks:
assistance_tags.add('recovery')
is_closing = False
if over_100_pass and any([percent_completions[out] >100 for out in fractions_pass]):
print wfo.name,"is over completed"
print json.dumps(percent_completions, indent=2)
if not bypass_checks:
assistance_tags.add('over100')
is_closing = False
time_point("checked output size", sub_lap=True)
## correct lumi < 300 event per lumi
#for output in wfi.request['OutputDatasets']:
#events_per_lumi[output] = getDatasetEventsPerLumi( output )
lumi_upper_limit = {}
for output in wfi.request['OutputDatasets']:
upper_limit = 301.
campaign = campaigns[output]
if campaign in CI.campaigns and 'lumisize' in CI.campaigns[campaign]:
upper_limit = CI.campaigns[campaign]['lumisize']
print "overriding the upper lumi size to",upper_limit,"for",campaign
if options.lumisize:
upper_limit = options.lumisize
print "overriding the upper lumi size to",upper_limit,"by command line"
lumi_upper_limit[output] = upper_limit
if wfi.request['RequestType'] in ['ReDigi','ReReco']: lumi_upper_limit[output] = -1
if any([ (lumi_upper_limit[out]>0 and events_per_lumi[out] >= lumi_upper_limit[out]) for out in events_per_lumi]):
print wfo.name,"has big lumisections"
print json.dumps(events_per_lumi, indent=2)
## hook for rejecting the request ?
if not bypass_checks:
assistance_tags.add('biglumi')
is_closing = False
any_presence = {}
for output in wfi.request['OutputDatasets']:
any_presence[output] = getDatasetPresence(url, output, vetoes=[])
time_point("checked dataset presence", sub_lap=True)
## custodial copy
custodial_locations = {}
custodial_presences = {}
for output in wfi.request['OutputDatasets']:
custodial_presences[output] = [s for s in any_presence[output] if 'MSS' in s]
custodial_locations[output] = phedexClient.getCustodialSubscriptionRequestSite(output)
if not custodial_locations[output]:
custodial_locations[output] = []
time_point("checked custodiality", sub_lap=True)
## presence in phedex
phedex_presence ={}
for output in wfi.request['OutputDatasets']:
phedex_presence[output] = phedexClient.getFileCountDataset(url, output )
time_point("checked phedex count", sub_lap=True)
out_worth_checking = [out for out in custodial_locations.keys() if out.split('/')[-1] not in vetoed_custodial_tier]
size_worth_checking = sum([getDatasetSize(out)/1023. for out in out_worth_checking ]) ## size in TBs of all outputs
size_worht_going_to_ddm = sum([getDatasetSize(out)/1023. for out in out_worth_checking if out.split('/')[-1] in to_ddm_tier ]) ## size in TBs of all outputs
if not all(map( lambda sites : len(sites)!=0, [custodial_locations[out] for out in out_worth_checking])):
print wfo.name,"has not all custodial location"
print json.dumps(custodial_locations, indent=2)
##########
## hook for making a custodial replica ?
custodial = None
## get from other outputs
for output in out_worth_checking:
if len(custodial_locations[output]):
custodial = custodial_locations[output][0]
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the other output custodial:",custodial,"because of limited space"
custodial = None
## try to get it from campaign configuration
if not custodial:
for output in out_worth_checking:
campaign = campaigns[output]
if campaign in CI.campaigns and 'custodial' in CI.campaigns[campaign]:
custodial = CI.campaigns[campaign]['custodial']
print "Setting custodial to",custodial,"from campaign configuration"
group = None
if campaign in CI.campaigns and 'phedex_group' in CI.campaigns[campaign]:
group = CI.campaigns[campaign]['phedex_group']
print "using group",group,"for replica"
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the campaign configuration custodial:",custodial,"because of limited space"
custodial = None
## get from the parent
pick_custodial = True
use_parent_custodial = UC.get('use_parent_custodial')
tape_size_limit = options.tape_size_limit if options.tape_size_limit else UC.get("tape_size_limit")
_,prim,_,_ = wfi.getIO()
if not custodial and prim and use_parent_custodial:
parent_dataset = prim.pop()
## this is terribly dangerous to assume only
parents_custodial = phedexClient.getCustodialSubscriptionRequestSite( parent_dataset )
###parents_custodial = findCustodialLocation(url, parent_dataset)
if not parents_custodial:
parents_custodial = []
if len(parents_custodial):
custodial = parents_custodial[0]
else:
print "the input dataset",parent_dataset,"does not have custodial in the first place. abort"
#sendEmail( "dataset has no custodial location", "Please take a look at %s in the logs of checkor"%parent_dataset)
## does not work for RAWOADSIM
sendLog('checkor',"Please take a look at %s for missing custodial location"% parent_dataset)
## cannot be bypassed, this is an issue to fix
is_closing = False
pick_custodial = False
assistance_tags.add('parentcustodial')
if custodial and float(SI.storage[custodial]) < size_worth_checking:
print "cannot use the parent custodial:",custodial,"because of limited space"
custodial = None
if not custodial and pick_custodial:
## pick one at random
custodial = SI.pick_SE(size=size_worth_checking)
if custodial and size_worht_going_to_ddm > tape_size_limit:
print wfi.sendLog('checkor',"The total output size (%s TB) is too large for the limit set (%s TB)"%( size_worth_checking, tape_size_limit))
custodial = None
if not custodial:
print "cannot find a custodial for",wfo.name
wfi.sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking))
sendLog('checkor',"cannot find a custodial for %s probably because of the total output size %d"%( wfo.name, size_worth_checking), level='critical')
if custodial and (is_closing or bypass_checks):
print "picked",custodial,"for tape copy"
## remember how much you added this round already ; this stays locally
SI.storage[custodial] -= size_worth_checking
## register the custodial request, if there are no other big issues
for output in out_worth_checking:
if not len(custodial_locations[output]):
if phedex_presence[output]>=1:
wfi.sendLog('checkor','Using %s as a tape destination for %s'%(custodial, output))
custodials[custodial].append( output )
if group: custodials[custodial][-1]+='@%s'%group
## let's wait and see if that's needed
assistance_tags.add('custodial')
else:
print "no file in phedex for",output," not good to add to custodial requests"
#cannot be bypassed
is_closing = False
time_point("determined tape location", sub_lap=True)
## disk copy
disk_copies = {}
for output in wfi.request['OutputDatasets']:
disk_copies[output] = [s for s in any_presence[output] if (not 'MSS' in s) and (not 'Buffer' in s)]
if not all(map( lambda sites : len(sites)!=0, disk_copies.values())):
print wfo.name,"has not all output on disk"
print json.dumps(disk_copies, indent=2)
## presence in dbs
dbs_presence = {}
dbs_invalid = {}
for output in wfi.request['OutputDatasets']:
dbs_presence[output] = dbs3Client.getFileCountDataset( output )
dbs_invalid[output] = dbs3Client.getFileCountDataset( output, onlyInvalid=True)
time_point("dbs file count", sub_lap=True)
if not all([dbs_presence[out] == (dbs_invalid[out]+phedex_presence[out]) for out in wfi.request['OutputDatasets']]) and not options.ignorefiles:
mismatch_notice = wfo.name+" has a dbs,phedex mismatch\n"
mismatch_notice += "in dbs\n"+json.dumps(dbs_presence, indent=2) +"\n"
mismatch_notice += "invalide in dbs\n"+json.dumps(dbs_invalid, indent=2) +"\n"
mismatch_notice += "in phedex\n"+json.dumps(phedex_presence, indent=2) +"\n"
wfi.sendLog('checkor',mismatch_notice)
if not 'recovering' in assistance_tags:
assistance_tags.add('filemismatch')
#print this for show and tell if no recovery on-going
for out in dbs_presence:
_,_,missing_phedex,missing_dbs = getDatasetFiles(url, out)
if missing_phedex:
wfi.sendLog('checkor',"These %d files are missing in phedex\n%s"%(len(missing_phedex),
"\n".join( missing_phedex )))
were_invalidated = sorted(set(missing_phedex) & set(TMDB_invalid ))
if were_invalidated:
wfi.sendLog('checkor',"These %d files were invalidated globally\n%s"%(len(were_invalidated),
"\n".join(were_invalidated)))
sendLog('checkor',"These %d files were invalidated globally\n%s\nand are invalidated in dbs"%(len(were_invalidated),
"\n".join(were_invalidated)), level='critical')
dbs3Client.setFileStatus( were_invalidated, newstatus=0 )
if missing_dbs:
wfi.sendLog('checkor',"These %d files are missing in dbs\n%s"%(len(missing_dbs),
"\n".join( missing_dbs )))
were_invalidated = sorted(set(missing_dbs) & set(TMDB_invalid ))
if were_invalidated:
wfi.sendLog('checkor',"These %d files were invalidated globally\n%s"%(len(were_invalidated),
"\n".join(were_invalidated)))
#if not bypass_checks:
## I don't think we can by pass this
is_closing = False
time_point("checked file count", sub_lap=True)
fraction_invalid = 0.20
if not all([(dbs_invalid[out] <= int(fraction_invalid*dbs_presence[out])) for out in wfi.request['OutputDatasets']]) and not options.ignoreinvalid:
print wfo.name,"has a dbs invalid file level too high"
print json.dumps(dbs_presence, indent=2)
print json.dumps(dbs_invalid, indent=2)
print json.dumps(phedex_presence, indent=2)
## need to be going and taking an eye
assistance_tags.add('invalidfiles')
if not bypass_checks:
#sub_assistance+="-invalidfiles"
is_closing = False
## put that heavy part at the end
## duplication check
duplications = {}
files_per_rl = {}
for output in wfi.request['OutputDatasets']:
duplications[output] = "skiped"
files_per_rl[output] = "skiped"
time_point("checked invalidation", sub_lap=True)
if (is_closing or bypass_checks) and (not options.ignoreduplicates):
print "starting duplicate checker for",wfo.name
for output in wfi.request['OutputDatasets']:
print "\tchecking",output
duplications[output] = True
try:
duplications[output],files_per_rl[output] = dbs3Client.duplicateRunLumiFiles( output , skipInvalid=True, verbose=True)
except:
try:
duplications[output],files_per_rl[output] = dbs3Client.duplicateRunLumiFiles( output , skipInvalid=True, verbose=True)
except Exception as e:
wfi.sendLog('checkor','Not possible to check on duplicate lumi count on %s'%(output))
sendLog('checkor','Not possible to check on duplicate lumi count on %s\n%s'%(output,str(e)),level='critical')
is_closing=False
if is_closing and any(duplications.values()) and not options.ignoreduplicates:
duplicate_notice = ""
duplicate_notice += "%s has duplicates\n"%wfo.name
duplicate_notice += json.dumps( duplications,indent=2)
duplicate_notice += '\n'
duplicate_notice += json.dumps( files_per_rl, indent=2)
wfi.sendLog('checkor',duplicate_notice)
## hook for making file invalidation ?
## it shouldn't be allowed to bypass it
assistance_tags.add('duplicates')
is_closing = False
time_point("checked duplicates", sub_lap=True)
time_point("done with %s"%wfo.name)
## for visualization later on
if not wfo.name in fDB.record:
#print "adding",wfo.name,"to close out record"
fDB.record[wfo.name] = {
'datasets' :{},
'name' : wfo.name,
'closeOutWorkflow' : None,
}
fDB.record[wfo.name]['closeOutWorkflow'] = is_closing
fDB.record[wfo.name]['priority'] = wfi.request['RequestPriority']
fDB.record[wfo.name]['prepid'] = wfi.request['PrepID']
for output in wfi.request['OutputDatasets']:
if not output in fDB.record[wfo.name]['datasets']: fDB.record[wfo.name]['datasets'][output] = {}
rec = fDB.record[wfo.name]['datasets'][output]
#rec['percentage'] = float('%.2f'%(percent_completions[output]*100))
rec['percentage'] = math.floor(percent_completions[output]*10000)/100.## round down
rec['duplicate'] = duplications[output] if output in duplications else 'N/A'
rec['phedexReqs'] = float('%.2f'%any_presence[output][custodial_presences[output][0]][1]) if len(custodial_presences[output])!=0 else 'N/A'
rec['closeOutDataset'] = is_closing
rec['transPerc'] = float('%.2f'%any_presence[output][ disk_copies[output][0]][1]) if len(disk_copies[output])!=0 else 'N/A'
rec['correctLumis'] = int(events_per_lumi[output]) if (events_per_lumi[output] > lumi_upper_limit[output]) else True
rec['missingSubs'] = False if len(custodial_locations[output])==0 else ','.join(list(set(custodial_locations[output])))
rec['dbsFiles'] = dbs_presence[output]
rec['dbsInvFiles'] = dbs_invalid[output]
rec['phedexFiles'] = phedex_presence[output]
rec['acdc'] = "%d / %d"%(len(acdc),len(acdc+acdc_inactive))
rec['familly'] = true_familly
now = time.gmtime()
rec['timestamp'] = time.mktime(now)
rec['updated'] = time.asctime(now)+' (GMT)'
## make the lumi summary
if wfi.request['RequestType'] == 'ReReco':
try:
os.system('python Unified/lumi_summary.py %s 1 > /dev/null'%(wfi.request['PrepID']))
os.system('python Unified/lumi_plot.py %s > /dev/null'%(wfi.request['PrepID']))
wfi.sendLog('checkor','Lumi summary available at %s/datalumi/lumi.%s.html'%(unified_url,wfi.request['PrepID']))
except Exception as e:
print str(e)
## make the error report
## and move on
if is_closing:
## toggle status to closed-out in request manager
wfi.sendLog('checkor',"setting %s closed-out"% wfo.name)
if not options.test:
if wfo.wm_status in ['closed-out','announced','normal-archived']:
print wfo.name,"is already",wfo.wm_status,"not trying to closed-out and assuming it does"
res = None
else:
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
print "close out answer",res
if not res in ["None",None]:
print "try to get the current status again"
wfi_bis = workflowInfo(url, wfo.name)
if wfi_bis.request['RequestStatus'] == 'closed-out':
print "the request did toggle to closed-out"
res = None
if not res in ["None",None]:
print "retrying to closing out"
print res
res = reqMgrClient.closeOutWorkflowCascade(url, wfo.name)
if res in [None,"None"]:
wfo.status = 'close'
session.commit()
if use_mcm and force_by_mcm:
## shoot large on all prepids, on closing the wf
for pid in pids:
mcm.delete('/restapi/requests/forcecomplete/%s'%pid)
else:
print "could not close out",wfo.name,"will try again next time"
else:
if not 'custodial' in assistance_tags or wfi.isRelval():
## do only the report for those
for member in acdc+acdc_inactive+[wfo.name]:
try:
parse_one(url, member)
except:
print "Could not make error report for",member
## full known list
#recovering # has active ACDC
##OUT #recovered #had inactive ACDC
#recovery #not over the pass bar
#over100 # over 100%
#biglumi # has a big lumiblock
#parentcustodial # the parent does not have a valid subscription yet
#custodial # has had the transfer made, is waiting for a valid custodial subscription to appear
#filemismatch # there is a dbs/phedex mismatch
#duplicates #a lumi section is there twice
## manual is not added yet, and should be so by recoveror
print wfo.name,"was tagged with :",list(assistance_tags)
if 'recovering' in assistance_tags:
## if active ACDC, being under threshold, filemismatch do not matter
assistance_tags = assistance_tags - set(['recovery','filemismatch'])
if 'recovery' in assistance_tags and 'recovered' in assistance_tags:
## should not set -recovery to anything that had ACDC already
assistance_tags = assistance_tags - set(['recovery','recovered'])
## straight to manual
assistance_tags.add('manual')
in_manual += 1
if 'recovery' in assistance_tags and 'manual' in assistance_tags:
## this is likely because something bad is happening, so leave it to manual
assistance_tags = assistance_tags - set(['recovery'])
assistance_tags.add('manual')
in_manual += 1
## that means there is something that needs to be done acdc, lumi invalidation, custodial, name it
print wfo.name,"needs assistance with",",".join( assistance_tags )
print wfo.name,"existing conditions",",".join( existing_assistance_tags )
#########################################
##### notification to requester #########
go_notify=False
if assistance_tags and not 'manual' in existing_assistance_tags and existing_assistance_tags != assistance_tags:
go_notify=True
if go_notify:
#if wfo.name in already_notified:
# print "double notification"
# sendEmail('double notification','please take a look at %s'%(wfo.name))
#else:
# already_notified.append( wfo.name )
###detailslink = 'https://cmsweb.cern.ch/reqmgr/view/details/%s'
#detailslink = 'https://cmsweb.cern.ch/reqmgr2/fetch?rid=%s'%(wfo.name)
###perflink = 'https://cmsweb.cern.ch/couchdb/workloadsummary/_design/WorkloadSummary/_show/histogramByWorkflow/%s'%(wfo.name)
perflink = '%s/report/%s'%(unified_url,wfo.name)
splitlink = 'https://cmsweb.cern.ch/reqmgr/view/splitting/%s'%(wfo.name)
## notify templates
messages= {
'recovery': 'Samples completed with missing statistics:\n%s\n%s '%( '\n'.join(['%.2f %% complete for %s'%(percent_completions[output]*100, output) for output in wfi.request['OutputDatasets'] ] ), perflink ),
'biglumi': 'Samples completed with large luminosity blocks:\n%s\n%s '%('\n'.join(['%d > %d for %s'%(events_per_lumi[output], lumi_upper_limit[output], output) for output in wfi.request['OutputDatasets'] if (events_per_lumi[output] > lumi_upper_limit[output])]), splitlink),
'duplicates': 'Samples completed with duplicated luminosity blocks:\n%s\n'%( '\n'.join(['%s'%output for output in wfi.request['OutputDatasets'] if output in duplications and duplications[output] ] ) ),
'filemismatch': 'Samples completed with inconsistency in DBS/Phedex',
#'manual' : 'Workflow completed and requires manual checks by Ops',
}
content = "The request PREPID (WORKFLOW) is facing issue in production.\n"
motive = False
for case in messages:
if case in assistance_tags:
content+= "\n"+messages[case]+"\n"
motive = True
content += "You are invited to check, while this is being taken care of by Comp-Ops.\n"
content += "This is an automated message from Comp-Ops.\n"
items_notified = set()
if use_mcm and motive:
wfi.notifyRequestor( content , mcm = mcm)
#########################################
## logic to set the status further
if assistance_tags:
new_status = 'assistance-'+'-'.join(sorted(assistance_tags) )
else:
new_status = 'assistance'
## case where the workflow was in manual from recoveror
if not 'manual' in wfo.status or new_status!='assistance-recovery':
wfo.status = new_status
if not options.test:
wfi.sendLog('checkor','setting %s to %s'%(wfo.name, wfo.status))
session.commit()
else:
print "current status is",wfo.status,"not changing to anything"
#open('already_notifified.json','w').write( json.dumps( already_notified , indent=2))
fDB.html()
if not spec and in_manual!=0:
sendEmail("fresh assistance status available","Fresh status are available at %s/assistance.html"%unified_url,destination=['*****@*****.**'])
#it's a bit annoying
pass
## custodial requests
print "Custodials"
print json.dumps(custodials, indent=2)
for site in custodials:
items_at = defaultdict(set)
for i in custodials[site]:
item, group = i.split('@') if '@' in i else (i,'DataOps')
items_at[group].add( item )
for group,items in items_at.items():
print ','.join(items),'=>',site,'@',group
if not options.test:
result = makeReplicaRequest(url, site, sorted(items) ,"custodial copy at production close-out",custodial='y',priority='low', approve = (site in SI.sites_auto_approve) , group=group)
print result
print "File Invalidation"
print invalidations
def closor(url, specific=None, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
all_late_files = []
check_fullcopy_to_announce = UC.get('check_fullcopy_to_announce')
## manually closed-out workflows should get to close with checkor
if specific:
wfs = session.query(Workflow).filter(Workflow.status=='close').filter(Workflow.name.contains(specific)).all()
else:
wfs = session.query(Workflow).filter(Workflow.status=='close').all()
held = set()
print len(wfs),"closing"
max_per_round = UC.get('max_per_round').get('closor',None)
if options.limit: max_per_round = options.limit
random.shuffle( wfs )
if max_per_round: wfs = wfs[:max_per_round]
for wfo in wfs:
if specific and not specific in wfo.name: continue
## what is the expected #lumis
wfi = workflowInfo(url, wfo.name )
wfo.wm_status = wfi.request['RequestStatus']
if wfi.request['RequestStatus'] in ['announced','normal-archived']:
## manually announced ??
wfo.status = 'done'
wfo.wm_status = wfi.request['RequestStatus']
wfi.sendLog('closor','%s is announced already : %s'%( wfo.name,wfo.wm_status))
session.commit()
expected_lumis = 1
if not 'TotalInputLumis' in wfi.request:
print wfo.name,"has not been assigned yet, or the database is corrupted"
elif wfi.request['TotalInputLumis']==0:
print wfo.name,"is corrupted with 0 expected lumis"
else:
expected_lumis = wfi.request['TotalInputLumis']
## what are the outputs
outputs = wfi.request['OutputDatasets']
## check whether the number of lumis is as expected for each
all_OK = defaultdict(lambda : False)
#print outputs
if len(outputs):
print wfo.name,wfi.request['RequestStatus']
for out in outputs:
event_count,lumi_count = getDatasetEventsAndLumis(dataset=out)
odb = session.query(Output).filter(Output.datasetname==out).first()
if not odb:
print "adding an output object",out
odb = Output( datasetname = out )
odb.workflow = wfo
session.add( odb )
odb.nlumis = lumi_count
odb.nevents = event_count
odb.workfow_id = wfo.id
if odb.expectedlumis < expected_lumis:
odb.expectedlumis = expected_lumis
else:
expected_lumis = odb.expectedlumis
odb.date = time.mktime(time.gmtime())
session.commit()
wfi.sendLog('closor',"\t%60s %d/%d = %3.2f%%"%(out,lumi_count,expected_lumis,lumi_count/float(expected_lumis)*100.))
#print wfo.fraction_for_closing, lumi_count, expected_lumis
#fraction = wfo.fraction_for_closing
#fraction = 0.0
#all_OK.append((float(lumi_count) > float(expected_lumis*fraction)))
all_OK[out] = True
## check for at least one full copy prior to moving on
in_full = {}
for out in outputs:
in_full[out] = []
presence = getDatasetPresence( url, out )
where = [site for site,info in presence.items() if info[0]]
if where:
all_OK[out] = True
print out,"is in full at",",".join(where)
in_full[out] = copy.deepcopy(where)
else:
going_to = wfi.request['NonCustodialSites']+wfi.request['CustodialSites']
wfi.sendLog('closor',"%s is not in full anywhere. send to %s"%(out, ",".join(sorted(going_to))))
at_destination = dict([(k,v) for (k,v) in presence.items() if k in going_to])
else_where = dict([(k,v) for (k,v) in presence.items() if not k in going_to])
print json.dumps( at_destination )
print json.dumps( else_where, indent=2 )
## do the full stuck transfer study, missing files and shit !
for there in going_to:
late_info = findLateFiles(url, out, going_to = there )
for l in late_info:
l.update({"workflow":wfo.name,"dataset":out})
all_late_files.extend( late_info )
if check_fullcopy_to_announce:
## only set this false if the check is relevant
all_OK[out] = False
## verify if we have to do harvesting
if not options.no_harvest:
(OK, requests) = spawn_harvesting(url, wfi, in_full)
all_OK.update( OK )
## only that status can let me go into announced
if all(all_OK.values()) and wfi.request['RequestStatus'] in ['closed-out']:
print wfo.name,"to be announced"
results=[]#'dummy']
if not results:
for out in outputs:
if all_OK[out]:
results.append(setDatasetStatus(out, 'VALID'))
tier = out.split('/')[-1]
campaign = None
try:
campaign = out.split('/')[2].split('-')[0]
except:
if 'Campaign' in wfi.request and wfi.request['Campaign']:
campaign = wfi.request['Campaign']
to_DDM = False
## campaign override
if campaign and campaign in CI.campaigns and 'toDDM' in CI.campaigns[campaign] and tier in CI.campaigns[campaign]['toDDM']:
to_DDM = True
## by typical enabling
if tier in UC.get("tiers_to_DDM"):
to_DDM = True
## check for unitarity
if not tier in UC.get("tiers_no_DDM")+UC.get("tiers_to_DDM"):
print "tier",tier,"neither TO or NO DDM for",out
results.append('Not recognitized tier %s'%tier)
#sendEmail("failed DDM injection","could not recognize %s for injecting in DDM"% out)
sendLog('closor', "could not recognize %s for injecting in DDM"% out, level='critical')
continue
n_copies = 2
destinations=[]
if to_DDM and campaign and campaign in CI.campaigns and 'DDMcopies' in CI.campaigns[campaign]:
ddm_instructions = CI.campaigns[campaign]['DDMcopies']
if type(ddm_instructions) == int:
n_copies = CI.campaigns[campaign]['DDMcopies']
elif type(ddm_instructions) == dict:
## a more fancy configuration
for ddmtier,indication in ddm_instructions.items():
if ddmtier==tier or ddmtier in ['*','all']:
## this is for us
if 'N' in indication:
n_copies = indication['N']
if 'host' in indication:
destinations = indication['host']
destination_spec = ""
if destinations:
destination_spec = "--destination="+",".join( destinations )
## inject to DDM when necessary
if to_DDM:
print "Sending",out," to DDM"
p = os.popen('python assignDatasetToSite.py --nCopies=%d --dataset=%s %s --debug 0 --exec'%(n_copies, out,destination_spec))
ddm_text = p.read()
print ddm_text
status = p.close()
if status!=None:
print "Failed DDM, retrying to send",out,"a second time"
p = os.popen('python assignDatasetToSite.py --nCopies=%d --dataset=%s %s --debug 1 --exec'%(n_copies, out,destination_spec))
ddm_text = p.read()
print ddm_text
status = p.close()
if status!=None:
#sendEmail("failed DDM injection","could not add "+out+" to DDM pool. check closor logs.")
sendLog('closor',"could not add "+out+" to DDM pool. check closor logs.", level='critical')
results.append( status )
if status == None:
wfi.sendLog('closor',ddm_text)
wfi.sendLog('closor','%s is send to AnalysisOps DDM pool in %s copies %s'%( out, n_copies, destination_spec))
else:
print wfo.name,"no stats for announcing",out
results.append('No Stats')
if all(map(lambda result : result in ['None',None,True],results)):
## only announce if all previous are fine
res = reqMgrClient.announceWorkflowCascade(url, wfo.name)
if not res in ['None',None]:
## check the status again, it might well have toggled
wl_bis = workflowInfo(url, wfo.name)
wfo.wm_status = wl_bis.request['RequestStatus']
session.commit()
if wl_bis.request['RequestStatus'] in ['announced','normal-archived']:
res = None
else:
## retry ?
res = reqMgrClient.announceWorkflowCascade(url, wfo.name)
results.append( res )
#print results
if all(map(lambda result : result in ['None',None,True],results)):
wfo.status = 'done'
session.commit()
wfi.sendLog('closor',"workflow is announced")
else:
print "ERROR with ",wfo.name,"to be announced",json.dumps( results )
else:
print wfo.name,"not good for announcing:",wfi.request['RequestStatus']
wfi.sendLog('closor',"cannot be announced")
held.add( wfo.name )
days_late = 0.
retries_late = 10
really_late_files = [info for info in all_late_files if info['retries']>=retries_late]
really_late_files = [info for info in really_late_files if info['delay']/(60*60*24.)>=days_late]
if really_late_files:
subject = 'These %d files are lagging for %d days and %d retries announcing dataset \n%s'%(len(really_late_files), days_late, retries_late, json.dumps( really_late_files , indent=2) )
#sendEmail('waiting for files to announce', subject)
sendLog('closor', subject, level='warning')
sendLog('closor',subject)
print subject
open('%s/stuck_files.json'%monitor_dir,'w').write( json.dumps( really_late_files , indent=2))
if held:
#sendEmail("held from announcing","the workflows below are held up, please check the logs https://cmst2.web.cern.ch/cmst2/unified/logs/closor/last.log \n%s"%("\n".join( held )))
sendLog('closor',"the workflows below are held up \n%s"%("\n".join( sorted(held) )), level='critical')
def transferor(url, specific=None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
NLI = newLockInfo()
mcm = McMClient(dev=False)
dss = DSS()
#allowed_secondary = UC.get('')
print "counting all being handled..."
being_handled = len(
session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('stag')).all())
being_transfered = len(
session.query(Workflow).filter(Workflow.status == 'staging').all())
being_handled += len(
session.query(Workflow).filter(
Workflow.status.startswith('assistance-')).all())
max_to_handle = options.maxworkflows
max_to_transfer = options.maxstaging
allowed_to_handle = max(0, max_to_handle - being_handled)
allowed_to_transfer = max(0, max_to_transfer - being_transfered)
wf_buffer = 5
if allowed_to_handle <= wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than", max_to_handle, "at a time. Currently", being_handled, "and", wf_buffer, "buffer"
else:
print being_handled, "already being handled", max_to_handle, "max allowed,", allowed_to_handle, "remaining", "and", wf_buffer, "buffer"
if allowed_to_transfer <= wf_buffer:
print "Not allowed to transfer more than", max_to_transfer, "at a time. Currently", being_transfered, "and", wf_buffer, "buffer"
else:
print being_transfered, "already being transfered", max_to_transfer, "max allowed,", allowed_to_transfer, "remaining", "and", wf_buffer, "buffer"
print "... done"
all_transfers = defaultdict(list)
workflow_dependencies = defaultdict(
set) ## list of wf.id per input dataset
wfs_and_wfh = []
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
for wfo in session.query(Workflow).filter(
Workflow.status.startswith('considered')).all():
print "\t", wfo.name
if specific and not specific in wfo.name: continue
cache_r = filter(lambda d: d['RequestName'] == wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append((wfo,
workflowInfo(url,
wfo.name,
spec=False,
request=cache_r[0])))
else:
wfs_and_wfh.append((wfo, workflowInfo(url, wfo.name, spec=False)))
print "... done"
transfers_per_sites = defaultdict(int)
input_sizes = {}
ignored_input_sizes = {}
input_cput = {}
input_st = {}
## list the size of those in transfer already
in_transfer_priority = None
min_transfer_priority = None
print "getting all wf in staging ..."
stucks = json.loads(open('%s/stuck_transfers.json' % monitor_dir).read())
for wfo in session.query(Workflow).filter(
Workflow.status == 'staging').all():
wfh = workflowInfo(url, wfo.name, spec=False)
#(lheinput,primary,parent,secondary) = wfh.getIO()
#sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
for site in sites_allowed: ## we should get the actual transfer destination instead of the full white list
transfers_per_sites[site] += 1
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
ds_s = dss.get(prim)
if prim in stucks:
sendLog('transferor',
"%s appears stuck, so not counting it %s [GB]" %
(prim, ds_s),
wfi=wfh)
ignored_input_sizes[prim] = ds_s
else:
input_sizes[prim] = ds_s
sendLog('transferor',
"%s needs %s [GB]" % (wfo.name, ds_s),
wfi=wfh)
if in_transfer_priority == None:
in_transfer_priority = int(wfh.request['RequestPriority'])
else:
in_transfer_priority = max(in_transfer_priority,
int(wfh.request['RequestPriority']))
if min_transfer_priority == None:
min_transfer_priority = int(wfh.request['RequestPriority'])
else:
min_transfer_priority = min(min_transfer_priority,
int(wfh.request['RequestPriority']))
if min_transfer_priority == None or in_transfer_priority == None:
print "nothing is lining up for transfer"
sendEmail("no request in staging", "no request in staging")
return
pass
try:
print "Ignored input sizes"
ignored_values = list(ignored_input_sizes.items())
ignored_values.sort(key=lambda i: i[1])
print "\n".join(map(str, ignored_values))
print "Considered input sizes"
considered_values = list(input_sizes.items())
considered_values.sort(key=lambda i: i[1])
print "\n".join(map(str, considered_values))
except Exception as e:
print "trying to print the summary of input size"
print str(e)
print "... done"
print "Max priority in transfer already", in_transfer_priority
print "Min priority in transfer already", min_transfer_priority
print "transfers per sites"
print json.dumps(transfers_per_sites, indent=2)
in_transfer_already = sum(input_sizes.values())
cput_in_transfer_already = sum(input_cput.values())
st_in_transfer_already = sum(input_st.values())
## list the size of all inputs
primary_input_per_workflow_gb = defaultdict(float)
print "getting all input sizes ..."
for (wfo, wfh) in wfs_and_wfh:
(_, primary, _, _) = wfh.getIO()
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
## do not count it if it appears stalled !
prim_size = dss.get(prim)
input_sizes[prim] = prim_size
primary_input_per_workflow_gb[wfo.name] += prim_size
print "... done"
# shuffle first by name
random.shuffle(wfs_and_wfh)
# Sort smallest transfers first; allows us to transfer as many as possible workflows.
def prio_and_size(i, j):
if int(i[1].request['RequestPriority']) == int(
j[1].request['RequestPriority']):
return cmp(int(primary_input_per_workflow_gb.get(j[0].name, 0)),
int(primary_input_per_workflow_gb.get(i[0].name, 0)))
else:
return cmp(int(i[1].request['RequestPriority']),
int(j[1].request['RequestPriority']))
#wfs_and_wfh.sort(cmp = prio_and_size, reverse=True)
#wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(primary_input_per_workflow_gb.get(i[0].name, 0)), int(primary_input_per_workflow_gb.get(j[0].name, 0)) ))
#sort by priority higher first
wfs_and_wfh.sort(cmp=lambda i, j: cmp(int(i[1].request[
'RequestPriority']), int(j[1].request['RequestPriority'])),
reverse=True)
cput_grand_total = sum(input_cput.values())
cput_to_transfer = cput_grand_total - cput_in_transfer_already
st_grand_total = sum(input_st.values())
st_to_transfer = st_grand_total - st_in_transfer_already
print "%15.4f [CPU h] worth already in transfer" % cput_in_transfer_already
print "%15.4f [CPU h] worth is the current requested transfer load" % cput_to_transfer
print "%15.4f [h] worth of absolute system time in transfer" % (
cput_in_transfer_already / SI.availableSlots())
print "%15.4f [h] worth of absolute system time is the current requested transfer load" % (
cput_to_transfer / SI.availableSlots())
print "%15.4f [h] worth of theoritical system time in transfer" % (
st_in_transfer_already)
print "%15.4f [h] worth of theoritical system time is the current requested transfer load" % (
st_to_transfer)
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
#grand_transfer_limit = SI.total_disk()*0.25*1024## half of the free sapce in TB->GB
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered" % in_transfer_already
print "%15.4f GB is the current requested transfer load" % to_transfer
print "%15.4f GB is the global transfer limit" % grand_transfer_limit
print "%15.4f GB is the available limit" % transfer_limit
max_staging_per_site = options.maxstagingpersite
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer = 0 ## so that we can count'em
passing_along = 0
transfer_sizes = {}
went_over_budget = False
destination_cache = {}
no_goes = set()
max_per_round = UC.get('max_per_round').get('transferor', None)
if max_per_round and not spec:
wfs_and_wfh = wfs_and_wfh[:max_per_round]
for (wfo, wfh) in wfs_and_wfh:
print wfo.name, "to be transfered with priority", wfh.request[
'RequestPriority']
if wfh.request['RequestStatus'] != 'assignment-approved':
if wfh.request['RequestStatus'] in [
'aborted', 'rejected', 'rejected-archived',
'aborted-archived'
]:
wfo.status = 'trouble' ## so that we look or a replacement
else:
wfo.status = 'away'
wfh.sendLog(
'transferor', '%s in status %s, setting %s' %
(wfo.name, wfh.request['RequestStatus'], wfo.status))
continue
(_, primary, _, _) = wfh.getIO()
this_load = sum([input_sizes[prim] for prim in primary])
no_budget = False
if (this_load
and (sum(transfer_sizes.values()) + this_load > transfer_limit
or went_over_budget)):
if went_over_budget:
wfh.sendLog('transferor', "Transfer has gone over bubget.")
else:
wfh.sendLog('transferor', "Transfer will go over bubget.")
wfh.sendLog(
'transferor',
"%15.4f GB this load, %15.4f GB already this round, %15.4f GB is the available limit"
% (this_load, sum(transfer_sizes.values()), transfer_limit))
#if sum(transfer_sizes.values()) > transfer_limit:
went_over_budget = True
if in_transfer_priority != None and min_transfer_priority != None:
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over budget" %
(wfh.request['RequestPriority'], in_transfer_priority))
else:
if not options.go:
wfh.sendLog(
'transferor',
"%s minimum priority %s < %s : stop" %
(min_transfer_priority,
wfh.request['RequestPriority'],
in_transfer_priority))
no_budget = True
## throtlle by campaign go
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
no_goes.add(wfo.name)
allowed_secondary = set()
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[
campaign]:
allowed_secondary.update(CI.campaigns[campaign]['secondaries'])
if secondary:
if (secondary and allowed_secondary) and (
set(secondary) & allowed_secondary != set(secondary)):
wfh.sendLog(
'assignor', '%s is not an allowed secondary' %
(', '.join(set(secondary) - allowed_secondary)))
no_go = True
if no_go:
continue
## check if the batch is announced
def check_mcm(wfn):
announced = False
is_real = False
if not wfn.startswith('pdmvserv'):
is_real = True
try:
for b in mcm.getA('batches', query='contains=%s' % wfo.name):
is_real = True
if b['status'] == 'announced':
announced = True
break
except:
try:
for b in mcm.getA('batches',
query='contains=%s' % wfo.name):
is_real = True
if b['status'] == 'announced':
announced = True
break
except:
print "could not get mcm batch announcement, assuming not real"
return announced, is_real
if not use_mcm:
announced, is_real = False, True
else:
if wfh.request['RequestType'] in ['ReReco']:
announced, is_real = True, True
else:
announced, is_real = check_mcm(wfo.name)
if not announced:
wfh.sendLog('transferor', "does not look announced.")
if not is_real:
wfh.sendLog('transferor', "does not appear to be genuine.")
## prevent any duplication. if the wf is not mentioned in any batch, regardless of status
continue
## check on a grace period
injection_time = time.mktime(
time.strptime('.'.join(map(str, wfh.request['RequestDate'])),
"%Y.%m.%d.%H.%M.%S")) / (60. * 60.)
now = time.mktime(time.gmtime()) / (60. * 60.)
if float(now - injection_time) < 4.:
if not options.go and not announced:
wfh.sendLog(
'transferor',
"It is too soon to start transfer: %3.2fH remaining" %
(now - injection_time))
continue
if passing_along >= allowed_to_handle:
#if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
if in_transfer_priority != None and min_transfer_priority != None:
if int(wfh.request['RequestPriority']
) >= in_transfer_priority and int(
wfh.request['RequestPriority']
) != min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over %s" %
(wfh.request['RequestPriority'], in_transfer_priority,
max_to_handle))
else:
wfh.sendLog(
'transferor',
" Not allowed to pass more than %s at a time. Currently %s handled, and adding %s"
% (max_to_handle, being_handled, passing_along))
if not options.go:
## should not allow to jump that fence
break
if this_load and needs_transfer >= allowed_to_transfer:
if in_transfer_priority != None and min_transfer_priority != None:
if int(wfh.request['RequestPriority']
) >= in_transfer_priority and int(
wfh.request['RequestPriority']
) != min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over %s" %
(wfh.request['RequestPriority'], in_transfer_priority,
max_to_transfer))
else:
wfh.sendLog(
'transferor',
"Not allowed to transfer more than %s at a time. Currently %s transfering, and adding %s"
% (max_to_transfer, being_transfered, needs_transfer))
if not options.go:
no_budget = True
if no_budget:
continue
## the site white list considers site, campaign, memory and core information
(lheinput, primary, parent, secondary,
sites_allowed) = wfh.getSiteWhiteList()
if options and options.tosites:
sites_allowed = options.tosites.split(',')
for dataset in list(primary) + list(parent) + list(secondary):
## lock everything flat
NLI.lock(dataset)
if not sites_allowed:
wfh.sendLog('transferor', "not possible site to run at")
#sendEmail("no possible sites","%s has no possible sites to run at"%( wfo.name ))
sendLog('transferor',
"%s has no possible sites to run at" % (wfo.name),
level='critical')
continue
blocks = []
if 'BlockWhitelist' in wfh.request and wfh.request['BlockWhitelist']:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(
set(blocks + getDatasetBlocks(
dataset, runs=wfh.request['RunWhitelist'])))
if 'LumiList' in wfh.request and wfh.request['LumiList']:
## augment with the lumi white list
blocks = list(
set(blocks +
getDatasetBlocks(dataset, lumis=wfh.request['LumiList'])))
if blocks:
print "Reading", len(blocks), "in block whitelist"
can_go = True
staging = False
allowed = True
primary_destinations = set()
if primary:
copies_needed_from_CPUh, CPUh = wfh.getNCopies()
if talk:
print wfo.name, 'reads', ', '.join(primary), 'in primary'
## chope the primary dataset
for prim in primary:
## keep track of what needs what
workflow_dependencies[prim].add(wfo.id)
max_priority[prim] = max(max_priority[prim],
int(wfh.request['RequestPriority']))
wfh.sendLog(
'transferor', "Would make %s from cpu requirement %s" %
(copies_needed_from_CPUh, CPUh))
copies_needed = copies_needed_from_CPUh
if 'Campaign' in wfh.request and wfh.request[
'Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[
wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[
wfh.request['Campaign']]['maxcopies']
copies_needed = min(copies_needed_from_campaign,
copies_needed)
wfh.sendLog(
'transferor',
"Maxed to %s by campaign configuration %s" %
(copies_needed, wfh.request['Campaign']))
### new ways of making the whole thing
destinations, all_block_names = getDatasetDestinations(
url,
prim,
within_sites=[SI.CE_to_SE(site) for site in sites_allowed],
only_blocks=blocks)
print json.dumps(destinations, indent=2)
## get where the dataset is in full and completed
prim_location = [
site for (site, info) in destinations.items()
if info['completion'] == 100 and info['data_fraction'] == 1
]
## the rest is places it is going to be
prim_destination = [
site for site in destinations.keys()
if not site in prim_location
]
if len(prim_location) >= copies_needed:
wfh.sendLog(
'transferor',
"The input is all fully in place at %s sites %s" %
(len(prim_location), sorted(prim_location)))
continue
copies_needed = max(0, copies_needed - len(prim_location))
wfh.sendLog(
'transferor',
"not counting existing copies ; now need %s" %
copies_needed)
copies_being_made = [
sum([
info['blocks'].keys().count(block)
for site, info in destinations.items()
if site in prim_destination
]) for block in all_block_names
]
latching_on_transfers = set()
[
latching_on_transfers.update(info['blocks'].values())
for site, info in destinations.items()
if site in prim_destination
]
latching_on_transfers = list(latching_on_transfers)
#print latching_on_transfers
## figure out where all this is going to go
prim_to_distribute = [
site for site in sites_allowed
if not SI.CE_to_SE(site) in prim_location
]
prim_to_distribute = [
site for site in prim_to_distribute
if not SI.CE_to_SE(site) in prim_destination
]
## take out the ones that cannot receive transfers
prim_to_distribute = [
site for site in prim_to_distribute if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
wfh.sendLog(
'transferor',
"Could be going to: %s" % sorted(prim_to_distribute))
if not prim_to_distribute or any([
transfers_per_sites[site] < max_staging_per_site
for site in prim_to_distribute
]):
## means there is openings let me go
print "There are transfer slots available:", [
(site, transfers_per_sites[site])
for site in prim_to_distribute
]
#for site in sites_allowed:
# #increment accross the board, regardless of real destination: could be changed
# transfers_per_sites[site] += 1
else:
if int(
wfh.request['RequestPriority']
) >= in_transfer_priority and min_transfer_priority != in_transfer_priority:
wfh.sendLog(
'transferor',
"Higher priority sample %s >= %s go-on over transfer slots available"
% (wfh.request['RequestPriority'],
in_transfer_priority))
else:
wfh.sendLog(
'transferor',
"Not allowed to transfer more than %s per site at a time. Going overboard for %s"
% (max_staging_per_site,
sorted([
site for site in prim_to_distribute
if transfers_per_sites[site] >=
max_staging_per_site
])))
if not options.go:
allowed = False
break
for latching in latching_on_transfers:
tfo = session.query(Transfer).filter(
Transfer.phedexid == int(latching)).first()
if not tfo:
tfo = session.query(Transfer).filter(
Transfer.phedexid == -int(latching)).first()
if not tfo:
tfo = Transfer(phedexid=latching)
tfo.workflows_id = []
session.add(tfo)
else:
tfo.phedexid = latching ## make it positive ever
if not wfo.id in tfo.workflows_id:
print "adding", wfo.id, "to", tfo.id, "with phedexid", latching
l = copy.deepcopy(tfo.workflows_id)
l.append(wfo.id)
tfo.workflows_id = l
if not options.test:
session.commit()
else:
session.flush(
) ## regardless of commit later on, we need to let the next wf feeding on this transfer to see it in query
can_go = False
transfer_sizes[prim] = input_sizes[prim]
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
#copies_needed = max(0,copies_needed - len(prim_destination))
copies_needed = max(0, copies_needed - min(copies_being_made))
wfh.sendLog(
'transferor',
"Not counting the copies being made ; then need %s" %
copies_needed)
if copies_needed == 0:
wfh.sendLog(
'transferor',
"The output is either fully in place or getting in full somewhere with %s"
% latching_on_transfers)
can_go = True
continue
elif len(prim_to_distribute) == 0:
wfh.sendLog(
'transferor',
"We are going to need extra copies, but no destinations seems available"
)
prim_to_distribute = [
site for site in sites_allowed
if not SI.CE_to_SE(site) in prim_location
]
prim_to_distribute = [
site for site in prim_to_distribute if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
if len(
prim_to_distribute
) > 0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
### hard include the tape disk andpoint ?
#tapes = [site for site in getDatasetPresence( url, prim, vetos=['T0','T2','T3','Disk']) if site.endswith('MSS')]
chops, sizes = getDatasetChops(
prim,
chop_threshold=options.chopsize,
only_blocks=blocks)
spreading = distributeToSites(chops,
prim_to_distribute,
n_copies=copies_needed,
weights=SI.cpu_pledges,
sizes=sizes)
transfer_sizes[prim] = sum(sizes)
if not spreading:
sendLog(
'transferor',
'cannot send %s to any site, it cannot fit anywhere'
% prim,
level='critical')
wfh.sendLog(
'transferor',
"cannot send to any site. %s cannot seem to fit anywhere"
% (prim))
staging = False
can_go = False
else:
spreading = {}
for site in prim_to_distribute:
if blocks:
spreading[site] = blocks
else:
spreading[site] = [prim]
transfer_sizes[prim] = input_sizes[
prim] ## this is approximate if blocks are specified
can_go = False
wfh.sendLog(
'transferor', "selected CE destinations %s" %
(sorted(spreading.keys())))
for (site, items) in spreading.items():
all_transfers[site].extend(items)
transfers_per_sites[site] += 1
primary_destinations.add(site)
if not allowed:
wfh.sendLog('transferor', "Not allowed to move on with")
continue
if secondary:
override_sec_destination = []
if 'SecondaryLocation' in CI.campaigns[wfh.request['Campaign']]:
override_sec_destination = CI.campaigns[
wfh.request['Campaign']]['SecondaryLocation']
print wfo.name, 'reads', ', '.join(secondary), 'in secondary'
for sec in secondary:
workflow_dependencies[sec].add(wfo.id)
if True:
## new style, failing on minbias
if not sec in destination_cache:
## this is barbbaric, and does not show the correct picture on workflow by workflow with different whitelist
destination_cache[sec], _ = getDatasetDestinations(
url, sec) ## NO SITE WHITE LIST ADDED
#destination_cache[sec],_ = getDatasetDestinations(url, sec, within_sites = [SI.CE_to_SE(site) for site in sites_allowed])
## limit to the site whitelist NOW
se_allowed = [SI.CE_to_SE(site) for site in sites_allowed]
destinations = dict([
(k, v) for (k, v) in destination_cache[sec].items()
if site in se_allowed
])
## truncate location/destination to those making up for >90% of the dataset
bad_destinations = [
destinations.pop(site)
for (site, info) in destinations.items()
if info['data_fraction'] < 0.9
]
sec_location = [
site for (site, info) in destinations.items()
if info['completion'] >= 95
]
sec_destination = [
site for site in destinations.keys()
if not site in sec_location
]
else:
## old style
presence = getDatasetPresence(url, sec)
sec_location = [
site for site, pres in presence.items()
if pres[1] > 90.
] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions(url, sec)
sec_destination = [site for site in subscriptions]
sec_to_distribute = [
site for site in sites_allowed if
not any([osite.startswith(site) for osite in sec_location])
]
sec_to_distribute = [
site for site in sec_to_distribute if not any(
[osite.startswith(site) for osite in sec_destination])
]
sec_to_distribute = [
site for site in sec_to_distribute if not any([
osite.startswith(site)
for osite in SI.sites_veto_transfer
])
]
if override_sec_destination:
## intersect with where we want the PU to be
not_needed_anymore = list(
set(sec_to_distribute) - set(override_sec_destination))
#sendEmail("secondary superfluous","the dataset %s could be removed from %s"%( sec, not_needed_anymore ))
sendLog(
'transferor',
"the dataset %s could be removed from %s" %
(sec, not_needed_anymore))
sec_to_distribute = list(
set(sec_to_distribute) & set(override_sec_destination))
if len(sec_to_distribute) > 0:
print "secondary could go to", sorted(sec_to_distribute)
sec_size = dss.get(sec)
for site in sec_to_distribute:
site_se = SI.CE_to_SE(site)
if (SI.disk[site_se] * 1024.) > sec_size:
all_transfers[site].append(sec)
can_go = False
else:
print "could not send the secondary input to", site_se, "because it is too big for the available disk", SI.disk[
site_se] * 1024, "GB need", sec_size
if primary_destinations and site in primary_destinations:
#sendEmail('secondary input too big','%s is too big (%s) for %s (%s)'%( sec, sec_size, site_se, SI.disk[site_se]*1024))
sendLog('transferor',
'%s is too big (%s) for %s (%s)' %
(sec, sec_size, site_se,
SI.disk[site_se] * 1024),
level='critical')
else:
print "the secondary input does not have to be send to site"
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
wfh.sendLog(
'transferor',
"latches on existing transfers, and nothing else, settin staging"
)
wfo.status = 'staging'
needs_transfer += 1
else:
wfh.sendLog(
'transferor', "should just be assigned now to %s" %
sorted(sites_allowed))
wfo.status = 'staged'
passing_along += 1
wfh.sendLog('transferor', "setting status to %s" % wfo.status)
session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
wfh.sendLog('transferor', "latches on existing transfers")
if not options.test:
wfo.status = 'staging'
wfh.sendLog('transferor',
"setting status to %s" % wfo.status)
session.commit()
wfh.sendLog('transferor', "needs a transfer")
needs_transfer += 1
passing_along += 1
if no_goes:
#sendEmail("no go for managing","No go for \n"+"\n".join( no_goes ))
sendLog('transferor',
"No go for \n" + "\n".join(no_goes),
level='critical')
print "accumulated transfers"
print json.dumps(all_transfers, indent=2)
fake_id = -1
wf_id_in_prestaging = set()
for (site, items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
if site in SI.sites_veto_transfer:
print site, "does not want transfers"
continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
block_datasets = list(set([it.split('#')[0] for it in blocks]))
datasets = [it for it in items_to_transfer if not '#' in it]
details_text = "Making a replica to %s (CE) %s (SE) for" % (site,
site_se)
#print "\t",len(blocks),"blocks"
## remove blocks if full dataset is send out
blocks = [
block for block in blocks if not block.split('#')[0] in datasets
]
#print "\t",len(blocks),"needed blocks for",list(set([block.split('#')[0] for block in blocks]))
#print "\t",len(datasets),"datasets"
#print "\t",datasets
details_text += '\n\t%d blocks' % len(blocks)
details_text += '\n\t%d needed blocks for %s' % (
len(blocks),
sorted(list(set([block.split('#')[0] for block in blocks]))))
details_text += '\n\t%d datasets' % len(datasets)
details_text += '\n\t%s' % sorted(datasets)
items_to_transfer = blocks + datasets
if execute:
sendLog('transferor', details_text)
else:
print "Would make a replica to", site, "(CE)", site_se, "(SE) for"
print details_text
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y', 'yes', 'go']:
continue
if execute:
priority = 'normal'
cds = [
ds for ds in datasets + block_datasets if ds in max_priority
]
if cds and False: ## I don't think this is working. subscription should be updated on the fly and regularly for raising the priority if needed
## decide on an overall priority : that's a bit too large though
if any([max_priority[ds] >= 90000 for ds in cds]):
priority = 'high'
elif all([max_priority[ds] < 80000 for ds in cds]):
priority = 'low'
result = makeReplicaRequest(url,
site_se,
items_to_transfer,
'prestaging',
priority=priority)
else:
result = {'phedex': {'request_created': []}}
fake_id -= 1
if not result:
print "ERROR Could not make a replica request for", site, items_to_transfer, "pre-staging"
continue
for phedexid in [o['id'] for o in result['phedex']['request_created']]:
new_transfer = session.query(Transfer).filter(
Transfer.phedexid == int(phedexid)).first()
if not new_transfer:
new_transfer = session.query(Transfer).filter(
Transfer.phedexid == -int(phedexid)).first()
print phedexid, "transfer created"
if not new_transfer:
new_transfer = Transfer(phedexid=phedexid)
session.add(new_transfer)
else:
new_transfer.phedexid = phedexid ## make it positive again
new_transfer.workflows_id = set()
for transfering in list(
set(map(lambda it: it.split('#')[0], items_to_transfer))):
new_transfer.workflows_id.update(
workflow_dependencies[transfering])
new_transfer.workflows_id = list(new_transfer.workflows_id)
wf_id_in_prestaging.update(new_transfer.workflows_id)
session.commit()
## auto approve it
if execute:
approved = approveSubscription(url, phedexid, [site_se])
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status != 'staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting", tr_wf.name, "to staging"
session.commit()
def transferor(url ,specific = None, talk=True, options=None):
if userLock('transferor'): return
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
mcm = McMClient(dev=False)
dss = DSS()
print "counting all being handled..."
being_handled = len(session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('stag')).all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('assistance')).all())
max_to_handle = options.maxworkflows
allowed_to_handle = max(0,max_to_handle - being_handled)
wf_buffer = 5
if allowed_to_handle<=wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than",max_to_handle,"at a time. Currently",being_handled,"and",wf_buffer,"buffer"
else:
print being_handled,"already being handled",max_to_handle,"max allowed,",allowed_to_handle,"remaining","and",wf_buffer,"buffer"
print "... done"
all_transfers=defaultdict(list)
workflow_dependencies = defaultdict(set) ## list of wf.id per input dataset
wfs_and_wfh=[]
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
for wfo in session.query(Workflow).filter(Workflow.status=='considered').all():
if specific and not specific in wfo.name: continue
cache_r =filter(lambda d:d['RequestName']==wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False, request = cache_r[0]) ) )
else:
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False) ) )
print "... done"
input_sizes = {}
## list the size of those in transfer already
in_transfer_priority=0
min_transfer_priority=100000000
print "getting all wf in staging ..."
for wfo in session.query(Workflow).filter(Workflow.status=='staging').all():
wfh = workflowInfo( url, wfo.name, spec=False)
(_,primary,_,_) = wfh.getIO()
for prim in primary:
input_sizes[prim] = dss.get( prim )
in_transfer_priority = max(in_transfer_priority, int(wfh.request['RequestPriority']))
min_transfer_priority = min(min_transfer_priority, int(wfh.request['RequestPriority']))
print "... done"
print "Max priority in transfer already",in_transfer_priority
print "Min priority in transfer already",min_transfer_priority
in_transfer_already = sum(input_sizes.values())
#sort by priority higher first
wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(i[1].request['RequestPriority']),int(j[1].request['RequestPriority']) ), reverse=True)
## list the size of all inputs
print "getting all input sizes ..."
for (wfo,wfh) in wfs_and_wfh:
(_,primary,_,_) = wfh.getIO()
for prim in primary:
input_sizes[prim] = dss.get( prim )
print "... done"
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered"%in_transfer_already
print "%15.4f GB is the current requested transfer load"%to_transfer
print "%15.4f GB is the global transfer limit"%grand_transfer_limit
print "%15.4f GB is the available limit"%transfer_limit
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer=0 ## so that we can count'em
passing_along = 0
transfer_sizes={}
went_over_budget=False
for (wfo,wfh) in wfs_and_wfh:
print wfh.request['RequestPriority']
print wfo.name,"to be transfered"
#wfh = workflowInfo( url, wfo.name)
(_,primary,_,_) = wfh.getIO()
this_load=sum([input_sizes[prim] for prim in primary])
if ( this_load and (sum(transfer_sizes.values())+this_load > transfer_limit or went_over_budget ) ):
if went_over_budget:
print "Transfer has gone over bubget."
else:
print "Transfer will go over bubget."
print "%15.4f GB this load"%this_load
print "%15.4f GB already this round"%sum(transfer_sizes.values())
print "%15.4f GB is the available limit"%transfer_limit
went_over_budget=True
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over budget"
else:
if not options.go:
print min_transfer_priority,"minimum priority",wfh.request['RequestPriority'],"<",in_transfer_priority,"stop"
continue
## throtlle by campaign go
if not CI.go( wfh.request['Campaign'] ):
print "No go for",wfh.request['Campaign']
if not options.go: continue
## check if the batch is announced
announced=False
is_real=False
for b in mcm.getA('batches',query='contains=%s'% wfo.name):
is_real = True
if b['status']=='announced':
announced=True
break
if not announced:
print wfo.name,"does not look announced."# skipping?, rejecting?, reporting?"
if not is_real:
print wfo.name,"does not appear to be genuine."
## prevent any duplication. if the wf is not mentioned in any batch, regardless of status
continue
## check on a grace period
injection_time = time.mktime(time.strptime('.'.join(map(str,wfh.request['RequestDate'])),"%Y.%m.%d.%H.%M.%S")) / (60.*60.)
now = time.mktime(time.gmtime()) / (60.*60.)
if float(now - injection_time) < 4.:
if not options.go and not announced:
print "It is too soon to start transfer: %3.2fH remaining"%(now - injection_time)
continue
passing_along += 1
if passing_along >= allowed_to_handle:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
print "Higher priority sample",wfh.request['RequestPriority'],">=",in_transfer_priority,"go-on over",max_to_handle
else:
print "Not allowed to pass more than",max_to_handle,"at a time. Currently",being_handled,"handled, and adding",passing_along
break
(lheinput,primary,parent,secondary) = wfh.getIO()
if options and options.tosites:
sites_allowed = options.tosites.split(',')
else:
sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
if 'SiteWhitelist' in CI.parameters(wfh.request['Campaign']):
sites_allowed = CI.parameters(wfh.request['Campaign'])['SiteWhitelist']
blocks = []
if 'BlockWhitelist' in wfh.request and wfh.request['BlockWhitelist']:
blocks = wfh.request['BlockWhitelist']
can_go = True
staging=False
if primary:
if talk:
print wfo.name,'reads',', '.join(primary),'in primary'
## chope the primary dataset
for prim in primary:
max_priority[prim] = max(max_priority[prim],int(wfh.request['RequestPriority']))
sites_really_allowed = [site for site in sites_allowed if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
print "Sites allowed minus the vetoed transfer"
print sites_really_allowed
copies_needed = int(0.35*len(sites_really_allowed))+1 ## should just go for a fixed number based if the white list grows that big
print "Would make",copies_needed,"copies"
if options.maxcopy>0:
copies_needed = min(options.maxcopy,copies_needed)
## remove the sites that do not want transfers
print "need",copies_needed
workflow_dependencies[prim].add( wfo.id )
presence = getDatasetPresence( url, prim )
prim_location = [site for site,pres in presence.items() if pres[0]==True]
if len(prim_location) >= copies_needed:
print "The output is all fully in place at",len(prim_location),"sites"
continue
# reduce the number of copies required by existing full copies
copies_needed = max(0,copies_needed - len(prim_location))
print "now need",copies_needed
subscriptions = listSubscriptions( url , prim )
prim_destination = list(set([site for (site,(tid,decision)) in subscriptions.items() if decision and not any([site.endswith(veto) for veto in ['MSS','Export','Buffer']])]))
## need to reject from that list the ones with a full copy already: i.e the transfer corresponds to the copy in place
prim_destination = [site for site in prim_destination if not site in prim_location]
## add transfer dependencies
latching_on_transfers = list(set([ tid for (site,(tid,decision)) in subscriptions.items() if decision and site in prim_destination and not any([site.endswith(veto) for veto in ['MSS','Export','Buffer']])]))
print latching_on_transfers
for latching in latching_on_transfers:
tfo = session.query(Transfer).filter(Transfer.phedexid == latching).first()
if not tfo:
tfo = Transfer( phedexid = latching)
tfo.workflows_id = []
session.add(tfo)
if not wfo.id in tfo.workflows_id:
print "adding",wfo.id,"to",tfo.id,"with phedexid",latching
l = copy.deepcopy( tfo.workflows_id )
l.append( wfo.id )
tfo.workflows_id = l
if not options.test:
session.commit()
else:
session.flush() ## regardless of commit later on, we need to let the next wf feeding on this transfer to see it in query
can_go = False
transfer_sizes[prim] = input_sizes[prim]
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
copies_needed = max(0,copies_needed - len(prim_destination))
print "then need",copies_needed
if copies_needed == 0:
print "The output is either fully in place or getting in full somewhere with",latching_on_transfers
can_go = True
continue
prim_to_distribute = [site for site in sites_allowed if not any([osite.startswith(site) for osite in prim_location])]
prim_to_distribute = [site for site in prim_to_distribute if not any([osite.startswith(site) for osite in prim_destination])]
## take out the ones that cannot receive transfers
prim_to_distribute = [site for site in prim_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if len(prim_to_distribute)>0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
spreading = distributeToSites( getDatasetChops(prim), prim_to_distribute, n_copies = copies_needed, weights=SI.cpu_pledges)
else:
spreading = {}
for site in prim_to_distribute: spreading[site]=[prim]
can_go = False
transfer_sizes[prim] = input_sizes[prim]
for (site,items) in spreading.items():
all_transfers[site].extend( items )
if secondary:
if talk:
print wfo.name,'reads',', '.join(secondary),'in secondary'
for sec in secondary:
workflow_dependencies[sec].add( wfo.id )
presence = getDatasetPresence( url, sec )
sec_location = [site for site,pres in presence.items() if pres[1]>90.] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions( url ,sec )
sec_destination = [site for site in subscriptions]
sec_to_distribute = [site for site in sites_allowed if not any([osite.startswith(site) for osite in sec_location])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in sec_destination])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if len( sec_to_distribute )>0:
for site in sec_to_distribute:
all_transfers[site].append( sec )
can_go = False
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
print wfo.name,"latches on existing transfers, and nothing else"
wfo.status = 'staging'
else:
print wfo.name,"should just be assigned NOW to",sites_allowed
wfo.status = 'staged'
print "setting status to",wfo.status
session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
print wfo.name,"latches on existing transfers"
if not options.test:
wfo.status = 'staging'
print "setting status to",wfo.status
session.commit()
print wfo.name,"needs a transfer"
needs_transfer+=1
#print json.dumps(all_transfers)
fake_id=-1
wf_id_in_prestaging=set()
for (site,items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
if site in SI.sites_veto_transfer:
print site,"does not want transfers"
continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
datasets = [it for it in items_to_transfer if not '#' in it]
if execute:
print "Making a replica to",site,"(CE)",site_se,"(SE) for"
else:
print "Would make a replica to",site,"(CE)",site_se,"(SE) for"
print "\t",len(blocks),"blocks"
## remove blocks if full dataset is send out
blocks = [block for block in blocks if not block.split('#')[0] in datasets]
print "\t",len(blocks),"needed blocks for",list(set([block.split('#')[0] for block in blocks]))
print "\t",len(datasets),"datasets"
print "\t",datasets
items_to_transfer = blocks + datasets
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y','yes','go']:
continue
if execute:
result = makeReplicaRequest(url, site_se, items_to_transfer, 'prestaging', priority='normal')
## make use of max_priority dataset:priority to set the subscriptions priority
"""
## does not function
once = True
for item in items_to_transfer:
bds = item.split('#')[0]
if max_priority[bds] >= 90000:
if once:
w=10
print "waiting",w,"s before raising priority"
time.sleep(w)
once=False
## raise it to high priority
print item,"subscription priority raised to high at",site_se
#print "This does not work yet properly it seems"
print updateSubscription(url, site_se, item, priority='high')
"""
else:
#result= {'phedex':{'request_created' : [{'id' : fake_id}]}}
result= {'phedex':{'request_created' : []}}
fake_id-=1
if not result:
print "ERROR Could not make a replica request for",site,items_to_transfer,"pre-staging"
continue
for phedexid in [o['id'] for o in result['phedex']['request_created']]:
new_transfer = session.query(Transfer).filter(Transfer.phedexid == phedexid).first()
print phedexid,"transfer created"
if not new_transfer:
new_transfer = Transfer( phedexid = phedexid)
session.add( new_transfer )
new_transfer.workflows_id = set()
for transfering in list(set(map(lambda it : it.split('#')[0], items_to_transfer))):
new_transfer.workflows_id.update( workflow_dependencies[transfering] )
new_transfer.workflows_id = list(new_transfer.workflows_id)
wf_id_in_prestaging.update(new_transfer.workflows_id)
session.commit()
## auto approve it
if execute:
approved = approveSubscription(url, phedexid, [site_se])
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status!='staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting",tr_wf.name,"to staging"
session.commit()
def recoveror(url, specific, options=None):
if userLock('recoveror'): return
up = componentInfo(soft=['mcm', 'wtc'])
if not up.check(): return
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
use_recoveror = UC.get('use_recoveror')
if not use_recoveror and not options.go:
print "We are told not to run recoveror"
return
def make_int_keys(d):
for code in d:
d[int(code)] = d.pop(code)
error_codes_to_recover = UC.get('error_codes_to_recover')
error_codes_to_block = UC.get('error_codes_to_block')
error_codes_to_notify = UC.get('error_codes_to_notify')
make_int_keys(error_codes_to_recover)
make_int_keys(error_codes_to_block)
make_int_keys(error_codes_to_notify)
#wfs = session.query(Workflow).filter(Workflow.status == 'assistance-recovery').all()
wfs = session.query(Workflow).filter(
Workflow.status.contains('recovery')).all()
if specific:
wfs.extend(
session.query(Workflow).filter(
Workflow.status == 'assistance-manual').all())
for wfo in wfs:
if specific and not specific in wfo.name: continue
if not specific and 'manual' in wfo.status: continue
wfi = workflowInfo(url, wfo.name)
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
all_errors = {}
try:
## this is clearly very truncated and should be changed completely
wfi.getSummary()
all_errors = wfi.summary['errors']
except:
pass
print '-' * 100
print "Looking at", wfo.name, "for recovery options"
recover = True
if not 'MergedLFNBase' in wfi.request:
print "f****d up"
sendEmail('missing lfn', '%s wl cache is screwed up' % wfo.name)
recover = False
if not len(all_errors):
print "\tno error for", wfo.name
recover = False
task_to_recover = defaultdict(list)
message_to_ops = ""
message_to_user = ""
if 'LheInputFilese' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
recover = False
if wfi.request['RequestType'] in ['MonteCarlo', 'ReReco']:
recover = False
if 'Campaign' in wfi.request:
c = wfi.request['Campaign']
if c in CI.campaigns and 'recover' in CI.campaigns[c]:
recover = CI.campaigns[c]['recover']
for task, errors in all_errors.items():
print "\tTask", task
## collect all error codes and #jobs regardless of step at which it occured
all_codes = []
for name, codes in errors.items():
if type(codes) == int: continue
all_codes.extend([
(int(code), info['jobs'], name,
list(set([e['type'] for e in info['errors']])),
list(set([e['details'] for e in info['errors']])))
for code, info in codes.items()
])
all_codes.sort(key=lambda i: i[1], reverse=True)
sum_failed = sum([l[1] for l in all_codes])
for errorCode, njobs, name, types, details in all_codes:
rate = 100 * njobs / float(sum_failed)
#print ("\t\t %10d (%6s%%) failures with error code %10d (%"+str(max_legend)+"s) at stage %s")%(njobs, "%4.2f"%rate, errorCode, legend, name)
print(
"\t\t %10d (%6s%%) failures with error code %10d (%30s) at stage %s"
) % (njobs, "%4.2f" % rate, errorCode, ','.join(types), name)
added_in_recover = False
#if options.go:
# force the recovery of any task with error ?
if errorCode in error_codes_to_recover:
## the error code is registered
for case in error_codes_to_recover[errorCode]:
match = case['details']
matched = (match == None)
if not matched:
matched = False
for detail in details:
if match in detail:
print "[recover] Could find keyword", match, "in"
print 50 * "#"
print detail
print 50 * "#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => we should be able to recover that", case[
'legend']
task_to_recover[task].append((code, case))
added_in_recover = True
message_to_user = ""
else:
print "\t\t recoverable but not frequent enough, needs", case[
'rate']
if errorCode in error_codes_to_block:
for case in error_codes_to_block[errorCode]:
match = case['details']
matched = (match == None)
if not matched:
matched = False
for detail in details:
if match in detail:
print "[block] Could find keyword", match, "in"
print 50 * "#"
print detail
print 50 * "#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => that error means no ACDC on that workflow", case[
'legend']
if not options.go:
message_to_ops += "%s has an error %s blocking an ACDC.\n%s\n " % (
wfo.name, errorCode, '#' * 50)
recover = False
added_in_recover = False
if errorCode in error_codes_to_notify and not added_in_recover:
print "\t\t => we should notify people on this"
message_to_user += "%s has an error %s in processing.\n%s\n" % (
wfo.name, errorCode, '#' * 50)
if message_to_user:
print wfo.name, "to be notified to user(DUMMY)", message_to_user
if message_to_ops:
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
sendLog('recoveror', message_to_ops, level='warning')
if len(task_to_recover) != len(all_errors):
print "Should not be doing partial ACDC. skipping"
#sendEmail('recoveror','do not want to make partial acdc on %s'%wfo.name)
sendLog('recoveror',
'do not want to make partial acdc on %s' % wfo.name,
level='warning')
recover = False
if task_to_recover and recover:
print "Initiating recovery"
print ', '.join(task_to_recover.keys()), "to be recovered"
recovering = set()
for task in task_to_recover:
print "Will be making a recovery workflow for", task
## from here you can fetch known solutions, to known error codes
actions = list(
set([
case['solution']
for code, case in task_to_recover[task]
]))
acdc = singleRecovery(url,
task,
wfi.request,
actions,
do=options.do)
if not acdc:
if options.do:
if recovering:
print wfo.name, "has been partially ACDCed. Needs manual attention"
#sendEmail( "failed ACDC partial recovery","%s has had %s/%s recoveries %s only"%( wfo.name, len(recovering), len(task_to_recover), list(recovering)), destination=['*****@*****.**'])
sendLog('recoveror',
"%s has had %s/%s recoveries %s only" %
(wfo.name, len(recovering),
len(task_to_recover), list(recovering)),
level='critical')
continue
else:
print wfo.name, "failed recovery once"
#break
continue
else:
print "no action to take further"
sendLog('recoveror',
"ACDC for %s can be done automatically" %
wfo.name,
level='critical')
continue
## and assign it ?
team = wfi.request['Team']
#assign_to_sites = set(SI.sites_ready) ## that needs to be massaged to prevent assigning to something out.
assign_to_sites = set(SI.all_sites)
parameters = {
#'SiteWhitelist' : wfi.request['SiteWhitelist'],
'SiteWhitelist': sorted(assign_to_sites),
'AcquisitionEra': wfi.acquisitionEra(),
'ProcessingString': wfi.processingString(),
'MergedLFNBase': wfi.request['MergedLFNBase'],
'ProcessingVersion': wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request[
'RequestType'] == 'TaskChain' and 'Merge' in task.split(
'/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'TrustSitelists' in wfi.request and wfi.request[
'TrustSitelists']:
parameters['TrustSitelists'] = True
if 'TrustPUSitelists' in wfi.request and wfi.request[
'TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC", acdc
parameters['execute'] = True
wfi.sendLog('recoveror',
"%s was assigned for recovery" % acdc)
else:
print "no assignment done with this ACDC", acdc
sendLog('recoveror',
"%s needs to be assigned" % (acdc),
level='critical')
result = reqMgrClient.assignWorkflow(url, acdc, team,
parameters)
if not result:
print acdc, "was not asigned"
sendLog('recoveror',
"%s needs to be assigned" % (acdc),
level='critical')
else:
recovering.add(acdc)
current = None
if recovering:
#if all went well, set the status to -recovering
current = wfo.status
if options.ass:
current = current.replace('recovery', 'recovering')
else:
current = 'assistance-manual'
print 'created ACDC: ' + ', '.join(recovering)
else:
## was set to be recovered, and no acdc was made
current = 'assistance-manual'
if current:
print wfo.name, "setting the status to", current
wfo.status = current
session.commit()
else:
## this workflow should be handled manually at that point
print wfo.name, "needs manual intervention"
wfo.status = 'assistance-manual'
session.commit()
def new_recoveror(url, specific, options=None):
if userLock('recoveror'): return
up = componentInfo(soft=['mcm','wtc','jira'])
if not up.check(): return
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
wfs = session.query(Workflow).filter(Workflow.status.contains('recovery')).all()
if specific:
wfs.extend( session.query(Workflow).filter(Workflow.status == 'assistance-manual').all() )
try:
from_operator = json.loads(os.popen('curl -s http://vocms0113.cern.ch/actions/test.json').read())
## now we have a list of things that we can take action on
except:
pass
for wfo in wfs:
if specific and not specific in wfo.name:continue
if not specific and 'manual' in wfo.status: continue
wfi = workflowInfo(url, wfo.name)
send_recovery = False ## will make all acdc
send_clone = False ## will make a clone
send_back = False ## should just reject. manual ?
send_manual = False ## will set in manual
where_to_run, missing_to_run = wfi.getRecoveryInfo()
task_to_recover = where_to_run.keys()
## if the site at which the recovery could run in drain or out ?
for task in task_to_recover:
not_ready = set(where_to_run[task]) - set(SI.sites_ready)
if not_ready:
print "the following sites are not ready for the ACDC",",".join( sorted(not_ready) )
## do we have a way of telling if a site is going to be out for a long time ?
# check on priority: high prio, restart
if wfi.request['RequestPriority'] >= 85000:
send_clone = True
# check on age of the request
injection_time = time.mktime(time.strptime('.'.join(map(str,wfi.request['RequestDate'])),"%Y.%m.%d.%H.%M.%S")) / (60.*60.)
now = time.mktime(time.gmtime()) / (60.*60.)
if float(now - injection_time) <14.:
## less than 14 days, start over
send_clone = True
else:
send_manual = True
if not send_recovery:
## check on whether the stats is very low
pass
if send_recovery:
## make acdc for all tasks
for task in task_to_recover:
actions = list(set([case['solution'] for code,case in task_to_recover[task] ]))
acdc = singleRecovery(url, task, wfi.request , actions, do = True)
elif send_clone:
## this will get it cloned
wfo.status = 'assistance-clone'
session.commit()
elif send_manual:
wfo.status = 'assistance-manual'
def transferor(url ,specific = None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
if options and options.test:
execute = False
else:
execute = True
SI = siteInfo()
CI = campaignInfo()
NLI = newLockInfo()
mcm = McMClient(dev=False)
dss = DSS()
#allowed_secondary = UC.get('')
print "counting all being handled..."
being_handled = len(session.query(Workflow).filter(Workflow.status == 'away').all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('stag')).all())
being_transfered = len(session.query(Workflow).filter(Workflow.status == 'staging').all())
being_handled += len(session.query(Workflow).filter(Workflow.status.startswith('assistance-')).all())
max_to_handle = options.maxworkflows
max_to_transfer = options.maxstaging
allowed_to_handle = max(0,max_to_handle - being_handled)
allowed_to_transfer = max(0,max_to_transfer - being_transfered)
wf_buffer = 5
if allowed_to_handle<=wf_buffer: ## buffer for having several wf per transfer
print "Not allowed to run more than",max_to_handle,"at a time. Currently",being_handled,"and",wf_buffer,"buffer"
else:
print being_handled,"already being handled",max_to_handle,"max allowed,",allowed_to_handle,"remaining","and",wf_buffer,"buffer"
if allowed_to_transfer <= wf_buffer:
print "Not allowed to transfer more than",max_to_transfer,"at a time. Currently",being_transfered,"and",wf_buffer,"buffer"
else:
print being_transfered,"already being transfered",max_to_transfer,"max allowed,",allowed_to_transfer,"remaining","and",wf_buffer,"buffer"
print "... done"
all_transfers=defaultdict(list)
workflow_dependencies = defaultdict(set) ## list of wf.id per input dataset
wfs_and_wfh=[]
print "getting all wf to consider ..."
cache = getWorkflows(url, 'assignment-approved', details=True)
for wfo in session.query(Workflow).filter(Workflow.status.startswith('considered')).all():
print "\t",wfo.name
if specific and not specific in wfo.name: continue
cache_r =filter(lambda d:d['RequestName']==wfo.name, cache)
if len(cache_r):
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False, request = cache_r[0]) ) )
else:
wfs_and_wfh.append( (wfo, workflowInfo( url, wfo.name, spec=False) ) )
print "... done"
transfers_per_sites = defaultdict(int)
input_sizes = {}
ignored_input_sizes = {}
input_cput = {}
input_st = {}
## list the size of those in transfer already
in_transfer_priority=None
min_transfer_priority=None
print "getting all wf in staging ..."
stucks = json.loads(open('%s/stuck_transfers.json'%monitor_dir).read())
for wfo in session.query(Workflow).filter(Workflow.status=='staging').all():
wfh = workflowInfo( url, wfo.name, spec=False)
#(lheinput,primary,parent,secondary) = wfh.getIO()
#sites_allowed = getSiteWhiteList( (lheinput,primary,parent,secondary) )
(lheinput,primary,parent,secondary,sites_allowed) = wfh.getSiteWhiteList()
for site in sites_allowed: ## we should get the actual transfer destination instead of the full white list
transfers_per_sites[site] += 1
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
ds_s = dss.get( prim )
if prim in stucks:
sendLog('transferor', "%s appears stuck, so not counting it %s [GB]"%( prim, ds_s), wfi=wfh)
ignored_input_sizes[prim] = ds_s
else:
input_sizes[prim] = ds_s
sendLog('transferor', "%s needs %s [GB]"%( wfo.name, ds_s), wfi=wfh)
if in_transfer_priority==None:
in_transfer_priority = int(wfh.request['RequestPriority'])
else:
in_transfer_priority = max(in_transfer_priority, int(wfh.request['RequestPriority']))
if min_transfer_priority==None:
min_transfer_priority = int(wfh.request['RequestPriority'])
else:
min_transfer_priority = min(min_transfer_priority, int(wfh.request['RequestPriority']))
if min_transfer_priority==None or in_transfer_priority ==None:
print "nothing is lining up for transfer"
sendEmail("no request in staging","no request in staging")
return
pass
try:
print "Ignored input sizes"
ignored_values = list(ignored_input_sizes.items())
ignored_values.sort( key = lambda i : i[1] )
print "\n".join( map(str, ignored_values ) )
print "Considered input sizes"
considered_values = list(input_sizes.items())
considered_values.sort( key = lambda i : i[1] )
print "\n".join( map(str, considered_values) )
except Exception as e:
print "trying to print the summary of input size"
print str(e)
print "... done"
print "Max priority in transfer already",in_transfer_priority
print "Min priority in transfer already",min_transfer_priority
print "transfers per sites"
print json.dumps( transfers_per_sites, indent=2)
in_transfer_already = sum(input_sizes.values())
cput_in_transfer_already = sum(input_cput.values())
st_in_transfer_already = sum(input_st.values())
## list the size of all inputs
primary_input_per_workflow_gb = defaultdict(float)
print "getting all input sizes ..."
for (wfo,wfh) in wfs_and_wfh:
(_,primary,_,_) = wfh.getIO()
#input_cput[wfo.name] = wfh.getComputingTime()
#input_st[wfo.name] = wfh.getSystemTime()
for prim in primary:
## do not count it if it appears stalled !
prim_size = dss.get( prim )
input_sizes[prim] = prim_size
primary_input_per_workflow_gb[wfo.name] += prim_size
print "... done"
# shuffle first by name
random.shuffle( wfs_and_wfh )
# Sort smallest transfers first; allows us to transfer as many as possible workflows.
def prio_and_size( i, j):
if int(i[1].request['RequestPriority']) == int(j[1].request['RequestPriority']):
return cmp(int(primary_input_per_workflow_gb.get(j[0].name, 0)), int(primary_input_per_workflow_gb.get(i[0].name, 0)) )
else:
return cmp(int(i[1].request['RequestPriority']),int(j[1].request['RequestPriority']))
#wfs_and_wfh.sort(cmp = prio_and_size, reverse=True)
#wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(primary_input_per_workflow_gb.get(i[0].name, 0)), int(primary_input_per_workflow_gb.get(j[0].name, 0)) ))
#sort by priority higher first
wfs_and_wfh.sort(cmp = lambda i,j : cmp(int(i[1].request['RequestPriority']),int(j[1].request['RequestPriority']) ), reverse=True)
cput_grand_total = sum(input_cput.values())
cput_to_transfer = cput_grand_total - cput_in_transfer_already
st_grand_total = sum(input_st.values())
st_to_transfer = st_grand_total - st_in_transfer_already
print "%15.4f [CPU h] worth already in transfer"%cput_in_transfer_already
print "%15.4f [CPU h] worth is the current requested transfer load"%cput_to_transfer
print "%15.4f [h] worth of absolute system time in transfer"%( cput_in_transfer_already / SI.availableSlots())
print "%15.4f [h] worth of absolute system time is the current requested transfer load"%( cput_to_transfer / SI.availableSlots())
print "%15.4f [h] worth of theoritical system time in transfer"%( st_in_transfer_already )
print "%15.4f [h] worth of theoritical system time is the current requested transfer load"%( st_to_transfer )
grand_total = sum(input_sizes.values())
to_transfer = grand_total - in_transfer_already
grand_transfer_limit = options.maxtransfer
#grand_transfer_limit = SI.total_disk()*0.25*1024## half of the free sapce in TB->GB
transfer_limit = grand_transfer_limit - in_transfer_already
print "%15.4f GB already being transfered"%in_transfer_already
print "%15.4f GB is the current requested transfer load"%to_transfer
print "%15.4f GB is the global transfer limit"%grand_transfer_limit
print "%15.4f GB is the available limit"%transfer_limit
max_staging_per_site = options.maxstagingpersite
# the max priority value per dataset.
max_priority = defaultdict(int)
needs_transfer=0 ## so that we can count'em
passing_along = 0
transfer_sizes={}
went_over_budget=False
destination_cache = {}
no_goes = set()
max_per_round = UC.get('max_per_round').get('transferor',None)
if max_per_round and not spec:
wfs_and_wfh = wfs_and_wfh[:max_per_round]
for (wfo,wfh) in wfs_and_wfh:
print wfo.name,"to be transfered with priority",wfh.request['RequestPriority']
if wfh.request['RequestStatus']!='assignment-approved':
if wfh.request['RequestStatus'] in ['aborted','rejected','rejected-archived','aborted-archived']:
wfo.status = 'trouble' ## so that we look or a replacement
else:
wfo.status = 'away'
wfh.sendLog('transferor', '%s in status %s, setting %s'%( wfo.name,wfh.request['RequestStatus'],wfo.status))
continue
(_,primary,_,_) = wfh.getIO()
this_load=sum([input_sizes[prim] for prim in primary])
no_budget = False
if ( this_load and (sum(transfer_sizes.values())+this_load > transfer_limit or went_over_budget ) ):
if went_over_budget:
wfh.sendLog('transferor', "Transfer has gone over bubget.")
else:
wfh.sendLog('transferor', "Transfer will go over bubget.")
wfh.sendLog('transferor', "%15.4f GB this load, %15.4f GB already this round, %15.4f GB is the available limit"%(this_load, sum(transfer_sizes.values()), transfer_limit))
#if sum(transfer_sizes.values()) > transfer_limit:
went_over_budget = True
if in_transfer_priority!=None and min_transfer_priority!=None:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
wfh.sendLog('transferor',"Higher priority sample %s >= %s go-on over budget"%( wfh.request['RequestPriority'], in_transfer_priority))
else:
if not options.go:
wfh.sendLog('transferor',"%s minimum priority %s < %s : stop"%( min_transfer_priority,wfh.request['RequestPriority'],in_transfer_priority))
no_budget = True
## throtlle by campaign go
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
no_goes.add( wfo.name )
allowed_secondary = set()
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[campaign]:
allowed_secondary.update( CI.campaigns[campaign]['secondaries'] )
if secondary:
if (secondary and allowed_secondary) and (set(secondary)&allowed_secondary!=set(secondary)):
wfh.sendLog('assignor','%s is not an allowed secondary'%(', '.join(set(secondary)-allowed_secondary)))
no_go = True
if no_go:
continue
## check if the batch is announced
def check_mcm(wfn):
announced=False
is_real=False
if not wfn.startswith('pdmvserv'):
is_real = True
try:
for b in mcm.getA('batches',query='contains=%s'% wfo.name):
is_real = True
if b['status']=='announced':
announced=True
break
except:
try:
for b in mcm.getA('batches',query='contains=%s'% wfo.name):
is_real = True
if b['status']=='announced':
announced=True
break
except:
print "could not get mcm batch announcement, assuming not real"
return announced,is_real
if not use_mcm:
announced,is_real = False,True
else:
if wfh.request['RequestType'] in ['ReReco']:
announced,is_real = True,True
else:
announced,is_real = check_mcm( wfo.name )
if not announced:
wfh.sendLog('transferor', "does not look announced.")
if not is_real:
wfh.sendLog('transferor', "does not appear to be genuine.")
## prevent any duplication. if the wf is not mentioned in any batch, regardless of status
continue
## check on a grace period
injection_time = time.mktime(time.strptime('.'.join(map(str,wfh.request['RequestDate'])),"%Y.%m.%d.%H.%M.%S")) / (60.*60.)
now = time.mktime(time.gmtime()) / (60.*60.)
if float(now - injection_time) < 4.:
if not options.go and not announced:
wfh.sendLog('transferor', "It is too soon to start transfer: %3.2fH remaining"%(now - injection_time))
continue
if passing_along >= allowed_to_handle:
#if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
if in_transfer_priority!=None and min_transfer_priority!=None:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and int(wfh.request['RequestPriority']) !=min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog('transferor',"Higher priority sample %s >= %s go-on over %s"%( wfh.request['RequestPriority'], in_transfer_priority, max_to_handle))
else:
wfh.sendLog('transferor'," Not allowed to pass more than %s at a time. Currently %s handled, and adding %s"%( max_to_handle, being_handled, passing_along))
if not options.go:
## should not allow to jump that fence
break
if this_load and needs_transfer >= allowed_to_transfer:
if in_transfer_priority!=None and min_transfer_priority!=None:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and int(wfh.request['RequestPriority']) !=min_transfer_priority:
## higher priority, and not only this priority being transfered
wfh.sendLog('transferor',"Higher priority sample %s >= %s go-on over %s"%(wfh.request['RequestPriority'], in_transfer_priority,max_to_transfer))
else:
wfh.sendLog('transferor',"Not allowed to transfer more than %s at a time. Currently %s transfering, and adding %s"%( max_to_transfer, being_transfered, needs_transfer))
if not options.go:
no_budget = True
if no_budget:
continue
## the site white list considers site, campaign, memory and core information
(lheinput,primary,parent,secondary,sites_allowed) = wfh.getSiteWhiteList()
if options and options.tosites:
sites_allowed = options.tosites.split(',')
for dataset in list(primary)+list(parent)+list(secondary):
## lock everything flat
NLI.lock( dataset )
if not sites_allowed:
wfh.sendLog('transferor',"not possible site to run at")
#sendEmail("no possible sites","%s has no possible sites to run at"%( wfo.name ))
sendLog('transferor',"%s has no possible sites to run at"%( wfo.name ),level='critical')
continue
blocks = []
if 'BlockWhitelist' in wfh.request and wfh.request['BlockWhitelist']:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(set( blocks + getDatasetBlocks( dataset, runs=wfh.request['RunWhitelist'] ) ))
if 'LumiList' in wfh.request and wfh.request['LumiList']:
## augment with the lumi white list
blocks = list(set( blocks + getDatasetBlocks( dataset, lumis= wfh.request['LumiList'] ) ))
if blocks:
print "Reading",len(blocks),"in block whitelist"
can_go = True
staging=False
allowed=True
primary_destinations = set()
if primary:
copies_needed_from_CPUh,CPUh = wfh.getNCopies()
if talk:
print wfo.name,'reads',', '.join(primary),'in primary'
## chope the primary dataset
for prim in primary:
## keep track of what needs what
workflow_dependencies[prim].add( wfo.id )
max_priority[prim] = max(max_priority[prim],int(wfh.request['RequestPriority']))
wfh.sendLog('transferor',"Would make %s from cpu requirement %s"%( copies_needed_from_CPUh, CPUh))
copies_needed = copies_needed_from_CPUh
if 'Campaign' in wfh.request and wfh.request['Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[wfh.request['Campaign']]['maxcopies']
copies_needed = min(copies_needed_from_campaign, copies_needed)
wfh.sendLog('transferor',"Maxed to %s by campaign configuration %s"%( copies_needed, wfh.request['Campaign']))
### new ways of making the whole thing
destinations,all_block_names = getDatasetDestinations(url, prim, within_sites = [SI.CE_to_SE(site) for site in sites_allowed], only_blocks=blocks )
print json.dumps(destinations, indent=2)
## get where the dataset is in full and completed
prim_location = [site for (site,info) in destinations.items() if info['completion']==100 and info['data_fraction']==1]
## the rest is places it is going to be
prim_destination = [site for site in destinations.keys() if not site in prim_location]
if len(prim_location) >= copies_needed:
wfh.sendLog('transferor',"The input is all fully in place at %s sites %s"%( len(prim_location), sorted(prim_location)))
continue
copies_needed = max(0,copies_needed - len(prim_location))
wfh.sendLog('transferor',"not counting existing copies ; now need %s"% copies_needed)
copies_being_made = [ sum([info['blocks'].keys().count(block) for site,info in destinations.items() if site in prim_destination]) for block in all_block_names]
latching_on_transfers = set()
[latching_on_transfers.update(info['blocks'].values()) for site,info in destinations.items() if site in prim_destination]
latching_on_transfers = list(latching_on_transfers)
#print latching_on_transfers
## figure out where all this is going to go
prim_to_distribute = [site for site in sites_allowed if not SI.CE_to_SE(site) in prim_location]
prim_to_distribute = [site for site in prim_to_distribute if not SI.CE_to_SE(site) in prim_destination]
## take out the ones that cannot receive transfers
prim_to_distribute = [site for site in prim_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
wfh.sendLog('transferor',"Could be going to: %s"% sorted( prim_to_distribute))
if not prim_to_distribute or any([transfers_per_sites[site] < max_staging_per_site for site in prim_to_distribute]):
## means there is openings let me go
print "There are transfer slots available:",[(site,transfers_per_sites[site]) for site in prim_to_distribute]
#for site in sites_allowed:
# #increment accross the board, regardless of real destination: could be changed
# transfers_per_sites[site] += 1
else:
if int(wfh.request['RequestPriority']) >= in_transfer_priority and min_transfer_priority!=in_transfer_priority:
wfh.sendLog('transferor', "Higher priority sample %s >= %s go-on over transfer slots available"%(wfh.request['RequestPriority'], in_transfer_priority))
else:
wfh.sendLog('transferor',"Not allowed to transfer more than %s per site at a time. Going overboard for %s"%( max_staging_per_site, sorted([site for site in prim_to_distribute if transfers_per_sites[site]>=max_staging_per_site])))
if not options.go:
allowed = False
break
for latching in latching_on_transfers:
tfo = session.query(Transfer).filter(Transfer.phedexid == int(latching)).first()
if not tfo:
tfo = session.query(Transfer).filter(Transfer.phedexid == -int(latching)).first()
if not tfo:
tfo = Transfer( phedexid = latching)
tfo.workflows_id = []
session.add(tfo)
else:
tfo.phedexid = latching ## make it positive ever
if not wfo.id in tfo.workflows_id:
print "adding",wfo.id,"to",tfo.id,"with phedexid",latching
l = copy.deepcopy( tfo.workflows_id )
l.append( wfo.id )
tfo.workflows_id = l
if not options.test:
session.commit()
else:
session.flush() ## regardless of commit later on, we need to let the next wf feeding on this transfer to see it in query
can_go = False
transfer_sizes[prim] = input_sizes[prim]
staging = True
# reduce the number of copies required by the on-going full transfer : how do we bootstrap on waiting for them ??
#copies_needed = max(0,copies_needed - len(prim_destination))
copies_needed = max(0,copies_needed - min(copies_being_made))
wfh.sendLog('transferor', "Not counting the copies being made ; then need %s"% copies_needed)
if copies_needed == 0:
wfh.sendLog('transferor', "The output is either fully in place or getting in full somewhere with %s"% latching_on_transfers)
can_go = True
continue
elif len(prim_to_distribute)==0:
wfh.sendLog('transferor', "We are going to need extra copies, but no destinations seems available")
prim_to_distribute = [site for site in sites_allowed if not SI.CE_to_SE(site) in prim_location]
prim_to_distribute = [site for site in prim_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if len(prim_to_distribute)>0: ## maybe that a parameter we can play with to limit the
if not options or options.chop:
### hard include the tape disk andpoint ?
#tapes = [site for site in getDatasetPresence( url, prim, vetos=['T0','T2','T3','Disk']) if site.endswith('MSS')]
chops,sizes = getDatasetChops(prim, chop_threshold = options.chopsize, only_blocks=blocks)
spreading = distributeToSites( chops, prim_to_distribute, n_copies = copies_needed, weights=SI.cpu_pledges, sizes=sizes)
transfer_sizes[prim] = sum(sizes)
if not spreading:
sendLog('transferor','cannot send %s to any site, it cannot fit anywhere'% prim, level='critical')
wfh.sendLog('transferor', "cannot send to any site. %s cannot seem to fit anywhere"%(prim))
staging=False
can_go = False
else:
spreading = {}
for site in prim_to_distribute:
if blocks:
spreading[site]=blocks
else:
spreading[site]=[prim]
transfer_sizes[prim] = input_sizes[prim] ## this is approximate if blocks are specified
can_go = False
wfh.sendLog('transferor', "selected CE destinations %s"%(sorted( spreading.keys())))
for (site,items) in spreading.items():
all_transfers[site].extend( items )
transfers_per_sites[site] += 1
primary_destinations.add( site )
if not allowed:
wfh.sendLog('transferor', "Not allowed to move on with")
continue
if secondary:
override_sec_destination = []
if 'SecondaryLocation' in CI.campaigns[wfh.request['Campaign']]:
override_sec_destination = CI.campaigns[wfh.request['Campaign']]['SecondaryLocation']
print wfo.name,'reads',', '.join(secondary),'in secondary'
for sec in secondary:
workflow_dependencies[sec].add( wfo.id )
if True:
## new style, failing on minbias
if not sec in destination_cache:
## this is barbbaric, and does not show the correct picture on workflow by workflow with different whitelist
destination_cache[sec],_ = getDatasetDestinations(url, sec) ## NO SITE WHITE LIST ADDED
#destination_cache[sec],_ = getDatasetDestinations(url, sec, within_sites = [SI.CE_to_SE(site) for site in sites_allowed])
## limit to the site whitelist NOW
se_allowed = [SI.CE_to_SE(site) for site in sites_allowed]
destinations = dict([(k,v) for (k,v) in destination_cache[sec].items() if site in se_allowed])
## truncate location/destination to those making up for >90% of the dataset
bad_destinations = [destinations.pop(site) for (site,info) in destinations.items() if info['data_fraction']<0.9]
sec_location = [site for (site,info) in destinations.items() if info['completion']>=95]
sec_destination = [site for site in destinations.keys() if not site in sec_location]
else:
## old style
presence = getDatasetPresence( url, sec )
sec_location = [site for site,pres in presence.items() if pres[1]>90.] ## more than 90% of the minbias at sites
subscriptions = listSubscriptions( url ,sec )
sec_destination = [site for site in subscriptions]
sec_to_distribute = [site for site in sites_allowed if not any([osite.startswith(site) for osite in sec_location])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in sec_destination])]
sec_to_distribute = [site for site in sec_to_distribute if not any([osite.startswith(site) for osite in SI.sites_veto_transfer])]
if override_sec_destination:
## intersect with where we want the PU to be
not_needed_anymore = list(set(sec_to_distribute) - set(override_sec_destination))
#sendEmail("secondary superfluous","the dataset %s could be removed from %s"%( sec, not_needed_anymore ))
sendLog('transferor', "the dataset %s could be removed from %s"%( sec, not_needed_anymore ))
sec_to_distribute = list(set(sec_to_distribute) & set(override_sec_destination))
if len( sec_to_distribute )>0:
print "secondary could go to",sorted(sec_to_distribute)
sec_size = dss.get( sec )
for site in sec_to_distribute:
site_se =SI.CE_to_SE(site)
if (SI.disk[site_se]*1024.) > sec_size:
all_transfers[site].append( sec )
can_go = False
else:
print "could not send the secondary input to",site_se,"because it is too big for the available disk",SI.disk[site_se]*1024,"GB need",sec_size
if primary_destinations and site in primary_destinations:
#sendEmail('secondary input too big','%s is too big (%s) for %s (%s)'%( sec, sec_size, site_se, SI.disk[site_se]*1024))
sendLog('transferor', '%s is too big (%s) for %s (%s)'%( sec, sec_size, site_se, SI.disk[site_se]*1024), level='critical')
else:
print "the secondary input does not have to be send to site"
## is that possible to do something more
if can_go:
## no explicit transfer required this time
if staging:
## but using existing ones
wfh.sendLog('transferor', "latches on existing transfers, and nothing else, settin staging")
wfo.status = 'staging'
needs_transfer+=1
else:
wfh.sendLog('transferor', "should just be assigned now to %s"%sorted(sites_allowed))
wfo.status = 'staged'
passing_along+=1
wfh.sendLog('transferor', "setting status to %s"%wfo.status)
session.commit()
continue
else:
## there is an explicit transfer required
if staging:
## and also using an existing one
wfh.sendLog('transferor', "latches on existing transfers")
if not options.test:
wfo.status = 'staging'
wfh.sendLog('transferor', "setting status to %s"%wfo.status)
session.commit()
wfh.sendLog('transferor',"needs a transfer")
needs_transfer+=1
passing_along+=1
if no_goes:
#sendEmail("no go for managing","No go for \n"+"\n".join( no_goes ))
sendLog('transferor', "No go for \n"+"\n".join( no_goes ), level='critical')
print "accumulated transfers"
print json.dumps(all_transfers, indent=2)
fake_id=-1
wf_id_in_prestaging=set()
for (site,items_to_transfer) in all_transfers.iteritems():
items_to_transfer = list(set(items_to_transfer))
## convert to storage element
site_se = SI.CE_to_SE(site)
## site that do not want input datasets
if site in SI.sites_veto_transfer:
print site,"does not want transfers"
continue
## throttle the transfer size to T2s ? we'd be screwed by a noPU sample properly configured.
## massage a bit the items
blocks = [it for it in items_to_transfer if '#' in it]
block_datasets = list(set([it.split('#')[0] for it in blocks]))
datasets = [it for it in items_to_transfer if not '#' in it]
details_text = "Making a replica to %s (CE) %s (SE) for"%( site, site_se)
#print "\t",len(blocks),"blocks"
## remove blocks if full dataset is send out
blocks = [block for block in blocks if not block.split('#')[0] in datasets]
#print "\t",len(blocks),"needed blocks for",list(set([block.split('#')[0] for block in blocks]))
#print "\t",len(datasets),"datasets"
#print "\t",datasets
details_text += '\n\t%d blocks'%len(blocks)
details_text += '\n\t%d needed blocks for %s'%( len(blocks), sorted(list(set([block.split('#')[0] for block in blocks]))))
details_text += '\n\t%d datasets'% len(datasets)
details_text += '\n\t%s'%sorted(datasets)
items_to_transfer = blocks + datasets
if execute:
sendLog('transferor', details_text)
else:
print "Would make a replica to",site,"(CE)",site_se,"(SE) for"
print details_text
## operate the transfer
if options and options.stop:
## ask to move-on
answer = raw_input('Continue with that ?')
if not answer.lower() in ['y','yes','go']:
continue
if execute:
priority = 'normal'
cds = [ds for ds in datasets+block_datasets if ds in max_priority]
if cds and False: ## I don't think this is working. subscription should be updated on the fly and regularly for raising the priority if needed
## decide on an overall priority : that's a bit too large though
if any([max_priority[ds]>=90000 for ds in cds]):
priority = 'high'
elif all([max_priority[ds]<80000 for ds in cds]):
priority = 'low'
result = makeReplicaRequest(url, site_se, items_to_transfer, 'prestaging', priority=priority)
else:
result= {'phedex':{'request_created' : []}}
fake_id-=1
if not result:
print "ERROR Could not make a replica request for",site,items_to_transfer,"pre-staging"
continue
for phedexid in [o['id'] for o in result['phedex']['request_created']]:
new_transfer = session.query(Transfer).filter(Transfer.phedexid == int(phedexid)).first()
if not new_transfer:
new_transfer = session.query(Transfer).filter(Transfer.phedexid == -int(phedexid)).first()
print phedexid,"transfer created"
if not new_transfer:
new_transfer = Transfer( phedexid = phedexid)
session.add( new_transfer )
else:
new_transfer.phedexid = phedexid ## make it positive again
new_transfer.workflows_id = set()
for transfering in list(set(map(lambda it : it.split('#')[0], items_to_transfer))):
new_transfer.workflows_id.update( workflow_dependencies[transfering] )
new_transfer.workflows_id = list(new_transfer.workflows_id)
wf_id_in_prestaging.update(new_transfer.workflows_id)
session.commit()
## auto approve it
if execute:
approved = approveSubscription(url, phedexid, [site_se])
for wfid in wf_id_in_prestaging:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf and tr_wf.status!='staging':
if execute:
tr_wf.status = 'staging'
if talk:
print "setting",tr_wf.name,"to staging"
session.commit()
def recoveror(url,specific,options=None):
if userLock('recoveror'): return
up = componentInfo(soft=['mcm','wtc','jira'])
if not up.check(): return
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
use_recoveror = UC.get('use_recoveror')
if not use_recoveror and not options.go:
print "We are told not to run recoveror"
return
def make_int_keys( d ):
for code in d:
d[int(code)] = d.pop(code)
error_codes_to_recover = UC.get('error_codes_to_recover')
error_codes_to_block = UC.get('error_codes_to_block')
error_codes_to_notify = UC.get('error_codes_to_notify')
make_int_keys( error_codes_to_recover )
make_int_keys( error_codes_to_block )
make_int_keys( error_codes_to_notify )
#wfs = session.query(Workflow).filter(Workflow.status == 'assistance-recovery').all()
wfs = session.query(Workflow).filter(Workflow.status.contains('recovery')).all()
if specific:
wfs.extend( session.query(Workflow).filter(Workflow.status == 'assistance-manual').all() )
for wfo in wfs:
if specific and not specific in wfo.name:continue
if not specific and 'manual' in wfo.status: continue
wfi = workflowInfo(url, wfo.name)
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
all_errors = {}
try:
## this is clearly very truncated and should be changed completely
wfi.getSummary()
all_errors = wfi.summary['errors']
except:
pass
print '-'*100
print "Looking at",wfo.name,"for recovery options"
recover = True
if not 'MergedLFNBase' in wfi.request:
print "f****d up"
sendEmail('missing lfn','%s wl cache is screwed up'%wfo.name)
recover = False
if not len(all_errors):
print "\tno error for",wfo.name
recover = False
task_to_recover = defaultdict(list)
message_to_ops = ""
message_to_user = ""
if 'LheInputFilese' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
recover = False
if wfi.request['RequestType'] in ['MonteCarlo','ReReco']:
recover = False
if 'Campaign' in wfi.request:
c = wfi.request['Campaign']
if c in CI.campaigns and 'recover' in CI.campaigns[c]:
recover=CI.campaigns[c]['recover']
for task,errors in all_errors.items():
print "\tTask",task
## collect all error codes and #jobs regardless of step at which it occured
all_codes = []
for name, codes in errors.items():
if type(codes)==int: continue
all_codes.extend( [(int(code),info['jobs'],name,list(set([e['type'] for e in info['errors']])),list(set([e['details'] for e in info['errors']])) ) for code,info in codes.items()] )
all_codes.sort(key=lambda i:i[1], reverse=True)
sum_failed = sum([l[1] for l in all_codes])
for errorCode,njobs,name,types,details in all_codes:
rate = 100*njobs/float(sum_failed)
#print ("\t\t %10d (%6s%%) failures with error code %10d (%"+str(max_legend)+"s) at stage %s")%(njobs, "%4.2f"%rate, errorCode, legend, name)
print ("\t\t %10d (%6s%%) failures with error code %10d (%30s) at stage %s")%(njobs, "%4.2f"%rate, errorCode, ','.join(types), name)
added_in_recover=False
#if options.go:
# force the recovery of any task with error ?
if errorCode in error_codes_to_recover:
## the error code is registered
for case in error_codes_to_recover[errorCode]:
match = case['details']
matched= (match==None)
if not matched:
matched=False
for detail in details:
if match in detail:
print "[recover] Could find keyword",match,"in"
print 50*"#"
print detail
print 50*"#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => we should be able to recover that", case['legend']
task_to_recover[task].append( (code,case) )
added_in_recover=True
message_to_user = ""
else:
print "\t\t recoverable but not frequent enough, needs",case['rate']
if errorCode in error_codes_to_block:
for case in error_codes_to_block[errorCode]:
match = case['details']
matched= (match==None)
if not matched:
matched=False
for detail in details:
if match in detail:
print "[block] Could find keyword",match,"in"
print 50*"#"
print detail
print 50*"#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => that error means no ACDC on that workflow", case['legend']
if not options.go:
message_to_ops += "%s has an error %s blocking an ACDC.\n%s\n "%( wfo.name, errorCode, '#'*50 )
recover = False
added_in_recover=False
if errorCode in error_codes_to_notify and not added_in_recover:
print "\t\t => we should notify people on this"
message_to_user += "%s has an error %s in processing.\n%s\n" %( wfo.name, errorCode, '#'*50 )
if message_to_user:
print wfo.name,"to be notified to user(DUMMY)",message_to_user
if message_to_ops:
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
sendLog('recoveror',message_to_ops,level='warning')
if len(task_to_recover) != len(all_errors):
print "Should not be doing partial ACDC. skipping"
#sendEmail('recoveror','do not want to make partial acdc on %s'%wfo.name)
sendLog('recoveror','do not want to make partial acdc on %s'%wfo.name, level='warning')
recover = False
if task_to_recover and recover:
print "Initiating recovery"
print ', '.join(task_to_recover.keys()),"to be recovered"
recovering=set()
for task in task_to_recover:
print "Will be making a recovery workflow for",task
## from here you can fetch known solutions, to known error codes
actions = list(set([case['solution'] for code,case in task_to_recover[task] ]))
acdc = singleRecovery(url, task, wfi.request , actions, do = options.do)
if not acdc:
if options.do:
if recovering:
print wfo.name,"has been partially ACDCed. Needs manual attention"
#sendEmail( "failed ACDC partial recovery","%s has had %s/%s recoveries %s only"%( wfo.name, len(recovering), len(task_to_recover), list(recovering)), destination=['*****@*****.**'])
sendLog('recoveror', "%s has had %s/%s recoveries %s only"%( wfo.name, len(recovering), len(task_to_recover), list(recovering)), level='critical')
continue
else:
print wfo.name,"failed recovery once"
#break
continue
else:
print "no action to take further"
sendLog('recoveror', "ACDC for %s can be done automatically"% wfo.name, level='critical')
continue
## and assign it ?
team = wfi.request['Team']
#assign_to_sites = set(SI.sites_ready) ## that needs to be massaged to prevent assigning to something out.
assign_to_sites = set(SI.all_sites)
parameters={
#'SiteWhitelist' : wfi.request['SiteWhitelist'],
'SiteWhitelist' : sorted(assign_to_sites),
'AcquisitionEra' : wfi.acquisitionEra(),
'ProcessingString' : wfi.processingString(),
'MergedLFNBase' : wfi.request['MergedLFNBase'],
'ProcessingVersion' : wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request['RequestType'] == 'TaskChain' and 'Merge' in task.split('/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'TrustSitelists' in wfi.request and wfi.request['TrustSitelists']:
parameters['TrustSitelists'] = True
if 'TrustPUSitelists' in wfi.request and wfi.request['TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC",acdc
parameters['execute']=True
wfi.sendLog('recoveror',"%s was assigned for recovery"% acdc)
else:
print "no assignment done with this ACDC",acdc
sendLog('recoveror',"%s needs to be assigned"%(acdc), level='critical')
result = reqMgrClient.assignWorkflow(url, acdc, team, parameters)
if not result:
print acdc,"was not asigned"
sendLog('recoveror',"%s needs to be assigned"%(acdc), level='critical')
else:
recovering.add( acdc )
current = None
if recovering:
#if all went well, set the status to -recovering
current = wfo.status
if options.ass:
current = current.replace('recovery','recovering')
else:
current = 'assistance-manual'
print 'created ACDC: '+', '.join( recovering )
else:
## was set to be recovered, and no acdc was made
current = 'assistance-manual'
if current:
print wfo.name,"setting the status to",current
wfo.status = current
session.commit()
else:
## this workflow should be handled manually at that point
print wfo.name,"needs manual intervention"
wfo.status = 'assistance-manual'
session.commit()
def assignor(url ,specific = None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
#SI = siteInfo()
SI = global_SI()
#NLI = newLockInfo()
#if not NLI.free() and not options.go: return
LI = lockInfo()
if not LI.free() and not options.go: return
n_assigned = 0
n_stalled = 0
wfos=[]
fetch_from = []
if specific or options.early:
fetch_from.extend(['considered','staging'])
if specific:
fetch_from.extend(['considered-tried'])
fetch_from.extend(['staged'])
if options.from_status:
fetch_from = options.from_status.split(',')
print "Overriding to read from",fetch_from
for status in fetch_from:
wfos.extend(session.query(Workflow).filter(Workflow.status==status).all())
## in case of partial, go for fetching a list from json ?
#if options.partial and not specific:
# pass
dataset_endpoints = json.loads(open('%s/dataset_endpoints.json'%monitor_dir).read())
aaa_mapping = json.loads(open('%s/equalizor.json'%monitor_pub_dir).read())['mapping']
all_stuck = set()
all_stuck.update( json.loads( open('%s/stuck_transfers.json'%monitor_dir).read() ))
all_stuck.update( getAllStuckDataset())
max_per_round = UC.get('max_per_round').get('assignor',None)
max_cpuh_block = UC.get('max_cpuh_block')
random.shuffle( wfos )
for wfo in wfos:
if options.limit and (n_stalled+n_assigned)>options.limit:
break
if max_per_round and (n_stalled+n_assigned)>max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name,specific.split(','))): continue
#if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo( url, wfo.name)
if options.priority and int(wfh.request['RequestPriority']) < options.priority:
continue
options_text=""
if options.early: options_text+=", early option is ON"
if options.partial:
options_text+=", partial option is ON"
options_text+=", good fraction is %.2f"%options.good_enough
wfh.sendLog('assignor',"%s to be assigned%s"%(wfo.name, options_text))
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput,primary,parent,secondary, sites_allowed) = wfh.getSiteWhiteList()
output_tiers = list(set([o.split('/')[-1] for o in wfh.request['OutputDatasets']]))
is_stuck = (all_stuck & primary)
if is_stuck:
wfh.sendLog('assignor',"%s are stuck input"%(','.join( is_stuck)))
## check if by configuration we gave it a GO
no_go = False
if not wfh.go(log=True) and not options.go:
no_go = True
allowed_secondary = {}
assign_parameters = {}
check_secondary = False
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns:
assign_parameters.update( CI.campaigns[campaign] )
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[campaign]:
if CI.campaigns[campaign]['secondaries']:
allowed_secondary.update( CI.campaigns[campaign]['secondaries'] )
check_secondary = True
if campaign in CI.campaigns and 'banned_tier' in CI.campaigns[campaign]:
banned_tier = list(set(CI.campaigns[campaign]['banned_tier']) & set(output_tiers))
if banned_tier:
no_go=True
wfh.sendLog('assignor','These data tiers %s are not allowed'%(','.join( banned_tier)))
sendLog('assignor','These data tiers %s are not allowed'%(','.join( banned_tier)), level='critical')
if secondary and check_secondary:
if (set(secondary)&set(allowed_secondary.keys())!=set(secondary)):
wfh.sendLog('assignor','%s is not an allowed secondary'%(', '.join(set(secondary)-set(allowed_secondary.keys()))))
sendLog('assignor','%s is not an allowed secondary'%(', '.join(set(secondary)-set(allowed_secondary.keys()))), level='critical')
if not options.go:
no_go = True
## then get whether there is something more to be done by secondary
for sec in secondary:
if sec in allowed_secondary:# and 'parameters' in allowed_secondary[sec]:
assign_parameters.update( allowed_secondary[sec] )
if no_go:
n_stalled+=1
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] !='assignment-approved':
if not options.test:
wfh.sendLog('assignor',"setting %s away and skipping"%wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name,wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version=wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor',"cannot decide on version number")
n_stalled+=1
wfo.status = 'trouble'
session.commit()
continue
original_sites_allowed = copy.deepcopy( sites_allowed )
wfh.sendLog('assignor',"Site white list %s"%sorted(sites_allowed))
override_sec_location = CI.get(wfh.request['Campaign'], 'SecondaryLocation', [])
blocks = []
if 'BlockWhitelist' in wfh.request:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(set( blocks + getDatasetBlocks( dataset, runs=wfh.request['RunWhitelist'] ) ))
wfh.sendLog('assignor',"Allowed %s"%sorted(sites_allowed))
secondary_locations=None
primary_aaa = options.primary_aaa
secondary_aaa = options.secondary_aaa
do_partial = False #options.good_enough if options.partial else 0
if 'Campaign' in wfh.request and wfh.request['Campaign'] in CI.campaigns:
assign_parameters.update( CI.campaigns[wfh.request['Campaign']] )
if 'primary_AAA' in assign_parameters:
primary_aaa = primary_aaa or assign_parameters['primary_AAA']
if 'secondary_AAA' in assign_parameters:
secondary_aaa = secondary_aaa or assign_parameters['secondary_AAA']
if 'partial_copy' in assign_parameters:
## can this only work if there is a stuck input ? maybe not
## this is a number. 0 means no
print "Could do partial disk copy assignment"
if is_stuck or options.partial:
do_partial = assign_parameters['partial_copy']
wfh.sendLog('assignor',"Overiding partial copy assignment to %.2f fraction"% do_partial)
#sendEmail('stuck input to assignment','%s is stuck for assigning %s and going fractional'%(','.join( is_stuck), wfo.name))
do_partial = options.good_enough if options.partial else do_partial
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
#sendEmail("tempting to pass sec location check","but we cannot yet IMO")
#pass
if secondary_aaa:
#just continue without checking
continue
presence = getDatasetPresence( url, sec )
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [site for (site,(there,frac)) in presence.items() if frac>98.]
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations==None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [site for site in sites_allowed if SI.CE_to_SE(site) in one_secondary_locations]
wfh.sendLog('assignor',"From secondary requirement, now Allowed%s"%sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy( sites_allowed ) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy( sites_allowed )
sites_with_data = copy.deepcopy( sites_allowed )
sites_with_any_data = copy.deepcopy( sites_allowed )
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
endpoints = set()
for prim in list(primary):
if prim in dataset_endpoints:
print "endpoints from stagor",dataset_endpoints[prim]
endpoints.update( dataset_endpoints[prim] )
set_lfn = getLFNbase( prim )
presence = getDatasetPresence( url, prim , only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(url, prim, sites = [SI.CE_to_SE(site) for site in sites_allowed] , only_blocks = blocks)
#sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
#sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,(there,frac)) in presence.items() if there]]
sites_with_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,frac) in presence.items() if frac[1]>90.]]
sites_with_any_data = [site for site in sites_with_any_data if SI.CE_to_SE(site) in presence.keys()]
wfh.sendLog('assignor',"Holding the data but not allowed %s"%sorted(list(set([se_site for se_site in presence.keys() if not SI.SE_to_CE(se_site) in sites_allowed]))))
if primary_locations==None:
primary_locations = presence.keys()
else:
primary_locations = list(set(primary_locations) & set(presence.keys() ))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites=[]
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations)) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
elif primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list(set(primary_locations) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
else:
opportunistic_sites = []
wfh.sendLog('assignor',"We could be running in addition at %s"% sorted(opportunistic_sites))
if any([osite in SI.sites_not_ready for osite in opportunistic_sites]):
wfh.sendLog('assignor',"One of the usable site is in downtime %s"%([osite for osite in opportunistic_sites if osite in SI.sites_not_ready]))
down_time = True
## should this be send back to considered ?
## should be 2 but for the time-being let's lower it to get things going
copies_wanted,cpuh = wfh.getNCopies()
wfh.sendLog('assignor',"we need %s CPUh"%cpuh)
if cpuh>max_cpuh_block and not options.go:
#sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog('assignor','%s requires a large numbr of CPUh %s , not assigning, please check with requester'%( wfo.name, cpuh), level='critical')
wfh.sendLog('assignor',"Requiring a large number of CPUh %s, not assigning"%cpuh)
continue
if 'Campaign' in wfh.request and wfh.request['Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[wfh.request['Campaign']]['maxcopies']
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(1,copies_wanted-less_copies_than_requested) # take one out for the efficiency
else:
## find out whether there is a site in the whitelist, that is lacking jobs and reduce to 1 copy needed to get things going
pass
wfh.sendLog('assignor',"needed availability fraction %s"% copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
## default back to white list to original white list with any data
wfh.sendLog('assignor',"Allowed sites :%s"% sorted(sites_allowed))
if primary_aaa:
## remove the sites not reachable localy if not in having the data
if not sites_all_data:
wfh.sendLog('assignor',"Overiding the primary on AAA setting to Off")
primary_aaa=False
else:
aaa_grid = set(sites_all_data)
for site in list(aaa_grid):
aaa_grid.update( aaa_mapping.get(site,[]) )
sites_allowed = list(set(initial_sites_allowed) & aaa_grid)
wfh.sendLog('assignor',"Selected to read primary through xrootd %s"%sorted(sites_allowed))
if not primary_aaa:
sites_allowed = sites_with_any_data
wfh.sendLog('assignor',"Selected for any data %s"%sorted(sites_allowed))
### check on endpoints for on-going transfers
if do_partial:
if endpoints:
end_sites = [SI.SE_to_CE(s) for s in endpoints]
sites_allowed = list(set(sites_allowed + end_sites))
if down_time and not any(osite in SI.sites_not_ready for osite in end_sites):
print "Flip the status of downtime, since our destinations are good"
down_time = False
print "with added endpoints",sorted(end_sites)
else:
print "Cannot do partial assignment without knowin the endpoints"
n_stalled+=1
continue
#if not len(sites_allowed):
# if not options.early:
# wfh.sendLog('assignor',"cannot be assign with no matched sites")
# sendLog('assignor','%s has no whitelist'% wfo.name, level='critical')
# n_stalled+=1
# continue
low_pressure = SI.sites_low_pressure(0.4)
## if any of the site allowed is low pressure : reduce to 1 copy so that it gets started
allowed_and_low = sorted(set(low_pressure) & set(sites_allowed))
if allowed_and_low:
wfh.sendLog('assignor',"The workflow can run at %s under low pressure currently"%( ','.join( allowed_and_low )))
copies_wanted = max(1., copies_wanted-1.)
if available_fractions and not all([available>=copies_wanted for available in available_fractions.values()]):
not_even_once = not all([available>=1. for available in available_fractions.values()])
above_good = all([available >= do_partial for available in available_fractions.values()])
wfh.sendLog('assignor',"The input dataset is not available %s times, only %s"%( copies_wanted, available_fractions.values()))
if down_time and not options.go and not options.early:
wfo.status = 'considered'
session.commit()
wfh.sendLog('assignor',"sending back to considered because of site downtime, instead of waiting")
#sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
sendLog('assignor','%s is not sufficiently available, due to down time of a site in the whitelist. sending back to considered.'%( wfo.name ), level='delay')
n_stalled+=1
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known and not options.limit and not options.go and not options.early and not (do_partial and above_good):
wfh.sendLog('assignor',"cannot be assigned, %s is not sufficiently available.\n %s"%(wfo.name,json.dumps(available_fractions)))
#sendEmail( "cannot be assigned","%s is not sufficiently available.\n %s"%(wfo.name,json.dumps(available_fractions)))
known.append( wfo.name )
open('cannot_assign.json','w').write(json.dumps( known, indent=2))
if options.early:
if wfo.status == 'considered':
wfh.sendLog('assignor',"setting considered-tried")
wfo.status = 'considered-tried'
session.commit()
else:
print "tried but status is",wfo.status
if do_partial and above_good:
print "Will move on with partial locations"
else:
n_stalled+=1
continue
if not len(sites_allowed):
if not options.early:
wfh.sendLog('assignor',"cannot be assign with no matched sites")
sendLog('assignor','%s has no whitelist'% wfo.name, level='critical')
n_stalled+=1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
wfh.sendLog('assignor',"Placing the output on %s"%sites_out)
parameters={
'SiteWhitelist' : sites_allowed,
'NonCustodialSites' : sites_out,
'AutoApproveSubscriptionSites' : list(set(sites_out)),
'AcquisitionEra' : wfh.acquisitionEra(),
'ProcessingString' : wfh.processingString(),
'MergedLFNBase' : set_lfn,
'ProcessingVersion' : version,
}
if primary_aaa:
parameters['TrustSitelists'] = True
wfh.sendLog('assignor',"Reading primary through xrootd at %s"%sorted(sites_allowed))
if secondary_aaa:
parameters['TrustPUSitelists'] = True
wfh.sendLog('assignor',"Reading secondary through xrootd at %s"%sorted(sites_allowed))
if 'parameters' in assign_parameters:
parameters.update( assign_parameters['parameters'] )
## plain assignment here
team='production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
if False and 'T2_CH_CERN' in parameters['SiteWhitelist']:
## add some check on
### the amount pending to HLT
### the size of the request
### the priority of the request (maybe not if we decide to overflow during runs)
parameters['SiteWhitelist'] = ['T2_CH_CERN_HLT']
team = 'hlt'
## reduce the splitting by factor of 4, regardless of type of splitting
sendEmail("sending work to HLT","%s was assigned to HLT"%wfo.name)
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v=getattr(options,key)
if v!=None:
if type(v)==str and ',' in v:
parameters[key] = filter(None,v.split(','))
else:
parameters[key] = v
if lheinput:
## throttle reading LHE article
wfh.sendLog('assignor', 'Setting the number of events per job to 500k max')
parameters['EventsPerJob'] = 500000
## pick up campaign specific assignment parameters
#parameters.update( CI.parameters(wfh.request['Campaign']) )
parameters.update( assign_parameters.get('parameters',{}) )
if not options.test:
parameters['execute'] = True
split_check = wfh.checkWorkflowSplitting()
if split_check!=True:
parameters.update( split_check )
if 'NoGo' in split_check.values():
wfh.sendLog('assignor', "Failing splitting check")
sendLog('assignor','the workflow %s is failing the splitting check. Verify in the logs'% wfo.name, level='critical')
n_stalled+=1
continue
if 'EventBased' in split_check.values():
wfh.sendLog('assignor', "Falling back to event splitting.")
#sendEmail("Fallback to EventBased","the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"%wfo.name)
sendLog('assignor','the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting ?'%wfo.name, level='critical')
## we have a problem here, that EventBased should never be used as a backup
if not options.go:
n_stalled+=1
continue
continue ## skip all together
elif 'EventsPerJob' in split_check.values():
wfh.sendLog('assignor', "Modifying the number of events per job")
#sendEmail("Modifying the job per events","the workflow %s is too heavy in number of jobs explosion"%wfo.name)
sendLog('assignor',"the workflow %s is too heavy in number of jobs explosion"%wfo.name, level='critical')
elif 'EventsPerLumi' in split_check.values():
wfh.sendLog('assignor', "Modifying the number of events per lumi to be able to process this")
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi)/float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents/(reqJobs*1.4))
lumisPerJob = int(eventsPerJob/eventsPerLumi)
if lumisPerJob==0:
#sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog('assignor', "%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob), level='critical')
wfh.sendLog('assignor', "%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl['events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl['avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
#sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog('assignor',"%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob), level='critical')
wfh.sendLog('assignor',"%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
#sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog('assignor',"leaving splitting untouched for %s, please check on %s"%( pstring, wfo.name), level='critical')
wfh.sendLog('assignor',"leaving splitting untouched for PU_RD*, please check.")
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned+=1
wfh.sendLog('assignor',"Properly assigned\n%s"%(json.dumps( parameters, indent=2)))
try:
## refetch information and lock output
new_wfi = workflowInfo( url, wfo.name)
(_,prim,_,sec) = new_wfi.getIO()
for secure in list(prim)+list(sec)+new_wfi.request['OutputDatasets']:
## lock all outputs flat
#NLI.lock( secure )
LI.lock( secure, reason = 'assigning')
#for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output",str(e))
else:
wfh.sendLog('assignor',"Failed to assign. Please check the logs")
print "ERROR could not assign",wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor',"Assigned %d Stalled %s"%(n_assigned, n_stalled))
def assignor(url, specific=None, talk=True, options=None):
if userLock():
return
if duplicateLock():
return
if not componentInfo().check():
return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = siteInfo()
NLI = newLockInfo()
n_assigned = 0
n_stalled = 0
wfos = []
if specific or options.early:
wfos.extend(session.query(Workflow).filter(Workflow.status == "considered").all())
wfos.extend(session.query(Workflow).filter(Workflow.status == "staging").all())
if specific:
wfos.extend(session.query(Workflow).filter(Workflow.status == "considered-tried").all())
wfos.extend(session.query(Workflow).filter(Workflow.status == "staged").all())
dataset_endpoints = json.loads(open("%s/dataset_endpoints.json" % monitor_dir).read())
max_per_round = UC.get("max_per_round").get("assignor", None)
max_cpuh_block = UC.get("max_cpuh_block")
random.shuffle(wfos)
for wfo in wfos:
if options.limit and (n_stalled + n_assigned) > options.limit:
break
if max_per_round and (n_stalled + n_assigned) > max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name, specific.split(","))):
continue
# if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo(url, wfo.name)
wfh.sendLog("assignor", "%s to be assigned" % wfo.name)
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput, primary, parent, secondary, sites_allowed) = wfh.getSiteWhiteList()
## check if by configuration we gave it a GO
no_go = False
if not wfh.go(log=True) and not options.go:
n_stalled += 1
no_go = True
allowed_secondary = set()
for campaign in wfh.getCampaigns():
if campaign in CI.campaigns and "secondaries" in CI.campaigns[campaign]:
allowed_secondary.update(CI.campaigns[campaign]["secondaries"])
if (secondary and allowed_secondary) and (set(secondary) & allowed_secondary != set(secondary)):
wfh.sendLog("assignor", "%s is not an allowed secondary" % (", ".join(set(secondary) - allowed_secondary)))
# sendEmail('secondary not allowed','%s is not an allowed secondary'%( ', '.join(set(secondary)-allowed_secondary)))
sendLog(
"assignor",
"%s is not an allowed secondary" % (", ".join(set(secondary) - allowed_secondary)),
level="critical",
)
if not options.go:
n_stalled += 1
no_go = True
if no_go:
continue
## check on current status for by-passed assignment
if wfh.request["RequestStatus"] != "assignment-approved":
if not options.test:
wfh.sendLog("assignor", "setting %s away and skipping" % wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request["RequestStatus"]
wfo.status = "away"
session.commit()
continue
else:
print wfo.name, wfh.request["RequestStatus"]
## retrieve from the schema, dbs and reqMgr what should be the next version
version = wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog("assignor", "cannot decide on version number")
n_stalled += 1
wfo.status = "trouble"
session.commit()
continue
original_sites_allowed = copy.deepcopy(sites_allowed)
wfh.sendLog("assignor", "Site white list %s" % sorted(sites_allowed))
override_sec_location = CI.get(wfh.request["Campaign"], "SecondaryLocation", [])
blocks = []
if "BlockWhitelist" in wfh.request:
blocks = wfh.request["BlockWhitelist"]
if "RunWhitelist" in wfh.request and wfh.request["RunWhitelist"]:
## augment with run white list
for dataset in primary:
blocks = list(set(blocks + getDatasetBlocks(dataset, runs=wfh.request["RunWhitelist"])))
wfh.sendLog("assignor", "Allowed %s" % sorted(sites_allowed))
secondary_locations = None
primary_aaa = options.primary_aaa
if (
"Campaign" in wfh.request
and wfh.request["Campaign"] in CI.campaigns
and "primary_AAA" in CI.campaigns[wfh.request["Campaign"]]
):
primary_aaa = primary_aaa or CI.campaigns[wfh.request["Campaign"]]["primary_AAA"]
secondary_aaa = options.secondary_aaa
if (
"Campaign" in wfh.request
and wfh.request["Campaign"] in CI.campaigns
and "secondary_AAA" in CI.campaigns[wfh.request["Campaign"]]
):
secondary_aaa = secondary_aaa or CI.campaigns[wfh.request["Campaign"]]["secondary_AAA"]
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
sendEmail("tempting to pass sec location check", "but we cannot yet IMO")
# pass
if secondary_aaa:
# just continue without checking
continue
presence = getDatasetPresence(url, sec)
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [site for (site, (there, frac)) in presence.items() if frac > 98.0]
# one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations == None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
# sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [site for site in sites_allowed if SI.CE_to_SE(site) in one_secondary_locations]
wfh.sendLog("assignor", "From secondary requirement, now Allowed%s" % sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy(
sites_allowed
) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy(sites_allowed)
sites_with_data = copy.deepcopy(sites_allowed)
sites_with_any_data = copy.deepcopy(sites_allowed)
primary_locations = None
available_fractions = {}
set_lfn = "/store/mc" ## by default
endpoints = set()
for prim in list(primary):
if prim in dataset_endpoints:
print "endpoints from stagor", dataset_endpoints[prim]
endpoints.update(dataset_endpoints[prim])
set_lfn = getLFNbase(prim)
presence = getDatasetPresence(url, prim, only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(
url, prim, sites=[SI.CE_to_SE(site) for site in sites_allowed], only_blocks=blocks
)
# sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
# sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [
site
for site in sites_with_data
if SI.CE_to_SE(site) in [psite for (psite, (there, frac)) in presence.items() if there]
]
sites_with_data = [
site
for site in sites_with_data
if SI.CE_to_SE(site) in [psite for (psite, frac) in presence.items() if frac[1] > 90.0]
]
sites_with_any_data = [site for site in sites_with_any_data if SI.CE_to_SE(site) in presence.keys()]
wfh.sendLog(
"assignor",
"Holding the data but not allowed %s"
% sorted(
list(set([se_site for se_site in presence.keys() if not SI.SE_to_CE(se_site) in sites_allowed]))
),
)
if primary_locations == None:
primary_locations = presence.keys()
else:
primary_locations = list(set(primary_locations) & set(presence.keys()))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites = []
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
# opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site)
for site in list(
(set(secondary_locations) & set(primary_locations))
- set([SI.CE_to_SE(site) for site in sites_allowed])
)
]
elif primary_locations:
opportunistic_sites = [
SI.SE_to_CE(site)
for site in list(set(primary_locations) - set([SI.CE_to_SE(site) for site in sites_allowed]))
]
else:
opportunistic_sites = []
wfh.sendLog("assignor", "We could be running in addition at %s" % sorted(opportunistic_sites))
if any([osite in SI.sites_not_ready for osite in opportunistic_sites]):
wfh.sendLog(
"assignor",
"One of the usable site is in downtime %s"
% ([osite in SI.sites_not_ready for osite in opportunistic_sites]),
)
down_time = True
## should this be send back to considered ?
## should be 2 but for the time-being let's lower it to get things going
copies_wanted, cpuh = wfh.getNCopies()
wfh.sendLog("assignor", "we need %s CPUh" % cpuh)
if cpuh > max_cpuh_block and not options.go:
# sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog(
"assignor",
"%s requires a large numbr of CPUh %s , not assigning, please check with requester" % (wfo.name, cpuh),
level="critical",
)
wfh.sendLog("assignor", "Requiring a large number of CPUh %s, not assigning" % cpuh)
continue
if (
"Campaign" in wfh.request
and wfh.request["Campaign"] in CI.campaigns
and "maxcopies" in CI.campaigns[wfh.request["Campaign"]]
):
copies_needed_from_campaign = CI.campaigns[wfh.request["Campaign"]]["maxcopies"]
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(1, copies_wanted - less_copies_than_requested) # take one out for the efficiency
else:
## find out whether there is a site in the whitelist, that is lacking jobs and reduce to 1 copy needed to get things going
pass
wfh.sendLog("assignor", "needed availability fraction %s" % copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
if available_fractions and not all([available >= copies_wanted for available in available_fractions.values()]):
not_even_once = not all([available >= 1.0 for available in available_fractions.values()])
wfh.sendLog(
"assignor",
"The input dataset is not available %s times, only %s" % (copies_wanted, available_fractions.values()),
)
if down_time and not options.go and not options.early:
wfo.status = "considered"
session.commit()
wfh.sendLog("assignor", "sending back to considered because of site downtime, instead of waiting")
# sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
sendLog(
"assignor",
"%s is not sufficiently available, due to down time of a site in the whitelist. sending back to considered."
% (wfo.name),
level="delay",
)
continue
# pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open("cannot_assign.json").read())
except:
pass
if (
not wfo.name in known
and not options.limit
and not options.go
and not options.early
and not options.partial
):
wfh.sendLog(
"assignor",
"cannot be assigned, %s is not sufficiently available.\n %s"
% (wfo.name, json.dumps(available_fractions)),
)
sendEmail(
"cannot be assigned",
"%s is not sufficiently available.\n %s" % (wfo.name, json.dumps(available_fractions)),
)
known.append(wfo.name)
open("cannot_assign.json", "w").write(json.dumps(known, indent=2))
n_stalled += 1
if options.early:
if wfo.status == "considered":
wfh.sendLog("assignor", "setting considered-tried")
wfo.status = "considered-tried"
session.commit()
else:
print "tried but status is", wfo.status
if options.partial:
print "Will move on with partial locations"
else:
continue
## default back to white list to original white list with any data
print "Allowed", sorted(sites_allowed)
if primary_aaa:
sites_allowed = initial_sites_allowed
options.TrustSitelists = True
wfh.sendLog("assignor", "Selected to read primary through xrootd %s" % sorted(sites_allowed))
else:
sites_allowed = sites_with_any_data
wfh.sendLog("assignor", "Selected for any data %s" % sorted(sites_allowed))
if secondary_aaa:
options.TrustPUSitelists = True
wfh.sendLog("assignor", "Reading secondary through xrootd from %s" % sorted(sites_allowed))
### check on endpoints for on-going transfers
if endpoints and options.partial:
sites_allowed = list(set(sites_allowed + [SI.SE_to_CE(s) for s in endpoints]))
print "with added endpoints", sorted(sites_allowed)
if not len(sites_allowed):
wfh.sendLog("assignor", "cannot be assign with no matched sites")
sendLog("assignor", "%s has no whitelist" % wfo.name, level="critical")
n_stalled += 1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith("T1")]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
wfh.sendLog("assignor", "Placing the output on %s" % sites_out)
parameters = {
"SiteWhitelist": sites_allowed,
"NonCustodialSites": sites_out,
"AutoApproveSubscriptionSites": list(set(sites_out)),
"AcquisitionEra": wfh.acquisitionEra(),
"ProcessingString": wfh.processingString(),
"MergedLFNBase": set_lfn,
"ProcessingVersion": version,
}
## plain assignment here
team = "production"
if os.getenv("UNIFIED_TEAM"):
team = os.getenv("UNIFIED_TEAM")
if options and options.team:
team = options.team
if False and "T2_CH_CERN" in parameters["SiteWhitelist"]:
## add some check on
### the amount pending to HLT
### the size of the request
### the priority of the request (maybe not if we decide to overflow during runs)
parameters["SiteWhitelist"] = ["T2_CH_CERN_HLT"]
team = "hlt"
## reduce the splitting by factor of 4, regardless of type of splitting
sendEmail("sending work to HLT", "%s was assigned to HLT" % wfo.name)
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v = getattr(options, key)
if v != None:
if type(v) == str and "," in v:
parameters[key] = filter(None, v.split(","))
else:
parameters[key] = v
if lheinput:
## throttle reading LHE article
wfh.sendLog("assignor", "Setting the number of events per job to 500k max")
parameters["EventsPerJob"] = 500000
## pick up campaign specific assignment parameters
parameters.update(CI.parameters(wfh.request["Campaign"]))
if not options.test:
parameters["execute"] = True
split_check = wfh.checkWorkflowSplitting()
if split_check != True:
parameters.update(split_check)
if "EventBased" in split_check.values():
wfh.sendLog("assignor", "Falling back to event splitting.")
# sendEmail("Fallback to EventBased","the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"%wfo.name)
sendLog(
"assignor",
"the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"
% wfo.name,
level="critical",
)
elif "EventsPerJob" in split_check.values():
wfh.sendLog("assignor", "Modifying the number of job per event")
# sendEmail("Modifying the job per events","the workflow %s is too heavy in number of jobs explosion"%wfo.name)
sendLog(
"assignor", "the workflow %s is too heavy in number of jobs explosion" % wfo.name, level="critical"
)
# Handle run-dependent MC
pstring = wfh.processingString()
if "PU_RD" in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi) / float(len(eventsPerLumi))
reqJobs = 500
if "PU_RD2" in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents / (reqJobs * 1.4))
lumisPerJob = int(eventsPerJob / eventsPerLumi)
if lumisPerJob == 0:
# sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog(
"assignor",
"%s needs to be split by event with %s per job" % (wfo.name, eventsPerJob),
level="critical",
)
wfh.sendLog("assignor", "%s needs to be split by event with %s per job" % (wfo.name, eventsPerJob))
parameters["EventsPerJob"] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl["events_per_job"] if "events_per_job" in spl else None
eventsPerJobEstimated = spl["avg_events_per_job"] if "avg_events_per_job" in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
# sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog(
"assignor", "%s was assigned with %s lumis/job" % (wfo.name, lumisPerJob), level="critical"
)
wfh.sendLog("assignor", "%s was assigned with %s lumis/job" % (wfo.name, lumisPerJob))
parameters["LumisPerJob"] = lumisPerJob
else:
# sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog(
"assignor",
"leaving splitting untouched for %s, please check on %s" % (pstring, wfo.name),
level="critical",
)
wfh.sendLog("assignor", "leaving splitting untouched for PU_RD*, please check.")
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = "away"
session.commit()
n_assigned += 1
wfh.sendLog("assignor", "Properly assigned\n%s" % (json.dumps(parameters, indent=2)))
try:
## refetch information and lock output
new_wfi = workflowInfo(url, wfo.name)
(_, prim, _, sec) = new_wfi.getIO()
for secure in list(prim) + list(sec) + new_wfi.request["OutputDatasets"]:
## lock all outputs flat
NLI.lock(secure)
# for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output", str(e))
else:
print "ERROR could not assign", wfo.name
else:
pass
print "Assignment summary:"
sendLog("assignor", "Assigned %d Stalled %s" % (n_assigned, n_stalled))
def recoveror(url,specific,options=None):
if userLock('recoveror'): return
up = componentInfo()
CI = campaignInfo()
UC = unifiedConfiguration()
def make_int_keys( d ):
for code in d:
d[int(code)] = d.pop(code)
error_codes_to_recover = UC.get('error_codes_to_recover')
error_codes_to_block = UC.get('error_codes_to_block')
error_codes_to_notify = UC.get('error_codes_to_notify')
make_int_keys( error_codes_to_recover )
make_int_keys( error_codes_to_block )
make_int_keys( error_codes_to_notify )
wfs = session.query(Workflow).filter(Workflow.status == 'assistance-recovery').all()
if specific:
wfs.extend( session.query(Workflow).filter(Workflow.status == 'assistance-manual').all() )
for wfo in wfs:
if specific and not specific in wfo.name:continue
if not specific and 'manual' in wfo.status: continue
wfi = workflowInfo(url, wfo.name, deprecated=True) ## need deprecated info for mergedlfnbase
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
all_errors = None
try:
wfi.getSummary()
all_errors = wfi.summary['errors']
except:
pass
print '-'*100
print "Looking at",wfo.name,"for recovery options"
if not len(all_errors):
print "\tno error for",wfo.name
task_to_recover = defaultdict(list)
message_to_ops = ""
message_to_user = ""
recover=True
if 'LheInputFilese' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
recover = False
if 'Campaign' in wfi.request:
c = wfi.request['Campaign']
if c in CI.campaigns and 'recover' in CI.campaigns[c]:
recover=CI.campaigns[c]['recover']
for task,errors in all_errors.items():
print "\tTask",task
## collect all error codes and #jobs regardless of step at which it occured
all_codes = []
for name, codes in errors.items():
if type(codes)==int: continue
all_codes.extend( [(int(code),info['jobs'],name,list(set([e['type'] for e in info['errors']])),list(set([e['details'] for e in info['errors']])) ) for code,info in codes.items()] )
all_codes.sort(key=lambda i:i[1], reverse=True)
sum_failed = sum([l[1] for l in all_codes])
for errorCode,njobs,name,types,details in all_codes:
rate = 100*njobs/float(sum_failed)
#print ("\t\t %10d (%6s%%) failures with error code %10d (%"+str(max_legend)+"s) at stage %s")%(njobs, "%4.2f"%rate, errorCode, legend, name)
print ("\t\t %10d (%6s%%) failures with error code %10d (%30s) at stage %s")%(njobs, "%4.2f"%rate, errorCode, ','.join(types), name)
added_in_recover=False
#if options.go:
# force the recovery of any task with error ?
if errorCode in error_codes_to_recover:
## the error code is registered
for case in error_codes_to_recover[errorCode]:
match = case['details']
matched= (match==None)
if not matched:
matched=False
for detail in details:
if match in detail:
print "[recover] Could find keyword",match,"in"
print 50*"#"
print detail
print 50*"#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => we should be able to recover that", case['legend']
task_to_recover[task].append( (code,case) )
added_in_recover=True
message_to_user = ""
else:
print "\t\t recoverable but not frequent enough, needs",case['rate']
if errorCode in error_codes_to_block:
for case in error_codes_to_block[errorCode]:
match = case['details']
matched= (match==None)
if not matched:
matched=False
for detail in details:
if match in detail:
print "[block] Could find keyword",match,"in"
print 50*"#"
print detail
print 50*"#"
matched = True
break
if matched and rate > case['rate']:
print "\t\t => that error means no ACDC on that workflow", case['legend']
if not options.go:
message_to_ops += "%s has an error %s blocking an ACDC.\n%s\n "%( wfo.name, errorCode, '#'*50 )
recover = False
added_in_recover=False
if errorCode in error_codes_to_notify and not added_in_recover:
print "\t\t => we should notify people on this"
message_to_user += "%s has an error %s in processing.\n%s\n" %( wfo.name, errorCode, '#'*50 )
if message_to_user:
print wfo.name,"to be notified to user(DUMMY)",message_to_user
if message_to_ops:
sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**','*****@*****.**'])
if task_to_recover and recover:
print "Initiating recovery"
print ', '.join(task_to_recover.keys()),"to be recovered"
recovering=set()
for task in task_to_recover:
print "Will be making a recovery workflow for",task
## from here you can fetch known solutions, to known error codes
actions = list(set([case['solution'] for code,case in task_to_recover[task] ]))
acdc = singleRecovery(url, task, wfi.request , actions, do = options.do)
if not acdc:
if options.do:
if recovering:
print wfo.name,"has been partially ACDCed. Needs manual attention"
sendEmail( "failed ACDC partial recovery","%s has had %s/%s recoveries %s only"%( wfo.name, len(recovering), len(task_to_recover), list(recovering)), destination=['*****@*****.**','*****@*****.**'])
continue
else:
print wfo.name,"failed recovery once"
break
else:
print "no action to take further"
sendEmail("an ACDC that can be done automatically","please check https://cmst2.web.cern.ch/cmst2/unified/logs/recoveror/last.log for details", destination=['*****@*****.**','*****@*****.**'])
continue
## and assign it ?
team = wfi.request['Teams'][0]
parameters={
'SiteWhitelist' : wfi.request['SiteWhitelist'],
'AcquisitionEra' : wfi.acquisitionEra(),
'ProcessingString' : wfi.processingString(),
'MergedLFNBase' : wfi.deprecated_request['MergedLFNBase'],
'ProcessingVersion' : wfi.request['ProcessingVersion'],
}
if options.ass:
print "really doing the assignment of the ACDC",acdc
parameters['execute']=True
sendEmail("an ACDC was done and WAS assigned", "%s was assigned, please check https://cmst2.web.cern.ch/cmst2/unified/logs/recoveror/last.log for details"%( acdc ), destination=['*****@*****.**','*****@*****.**'])
else:
print "no assignment done with this ACDC",acdc
sendEmail("an ACDC was done and need to be assigned", "%s needs to be assigned, please check https://cmst2.web.cern.ch/cmst2/unified/logs/recoveror/last.log for details"%( acdc ), destination=['*****@*****.**','*****@*****.**'])
result = reqMgrClient.assignWorkflow(url, acdc, team, parameters)
recovering.add( acdc )
if recovering:
#if all went well, set the status to -recovering
current = wfo.status
if options.ass:
current = current.replace('recovery','recovering')
else:
current = 'assistance-manual'
print wfo.name,"setting the status to",current
print ', '.join( recovering )
wfo.status = current
session.commit()
else:
## this workflow should be handled manually at that point
print wfo.name,"needs manual intervention"
wfo.status = 'assistance-manual'
session.commit()
def assignor(url ,specific = None, talk=True, options=None):
if userLock(): return
if duplicateLock(): return
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
SI = global_SI
#LI = lockInfo()
NLI = newLockInfo()
n_assigned = 0
n_stalled = 0
wfos=[]
if specific or options.early:
wfos.extend( session.query(Workflow).filter(Workflow.status=='considered').all())
wfos.extend( session.query(Workflow).filter(Workflow.status=='staging').all())
if specific:
wfos.extend( session.query(Workflow).filter(Workflow.status=='considered-tried').all())
wfos.extend(session.query(Workflow).filter(Workflow.status=='staged').all())
dataset_endpoints = json.loads(open('%s/dataset_endpoints.json'%monitor_dir).read())
max_per_round = UC.get('max_per_round').get('assignor',None)
max_cpuh_block = UC.get('max_cpuh_block')
random.shuffle( wfos )
for wfo in wfos:
if options.limit and (n_stalled+n_assigned)>options.limit:
break
if max_per_round and (n_stalled+n_assigned)>max_per_round:
break
if specific:
if not any(map(lambda sp: sp in wfo.name,specific.split(','))): continue
#if not specific in wfo.name: continue
print "\n\n"
wfh = workflowInfo( url, wfo.name)
wfh.sendLog('assignor',"%s to be assigned"%wfo.name)
## the site whitelist takes into account siteInfo, campaignInfo, memory and cores
(lheinput,primary,parent,secondary, sites_allowed) = wfh.getSiteWhiteList()
## check if by configuration we gave it a GO
no_go = False
allowed_secondary = set()
for campaign in wfh.getCampaigns():
if not CI.go( campaign ):
wfh.sendLog('assignor',"No go for %s"%campaign)
if not options.go:
n_stalled+=1
no_go = True
break
if campaign in CI.campaigns and 'secondaries' in CI.campaigns[campaign]:
allowed_secondary.update( CI.campaigns[campaign]['secondaries'] )
if (secondary and allowed_secondary) and (set(secondary)&allowed_secondary!=set(secondary)):
wfh.sendLog('assignor','%s is not an allowed secondary'%(', '.join(set(secondary)-allowed_secondary)))
#sendEmail('secondary not allowed','%s is not an allowed secondary'%( ', '.join(set(secondary)-allowed_secondary)))
sendLog('assignor','%s is not an allowed secondary'%(', '.join(set(secondary)-allowed_secondary)), level='critical')
if not options.go:
n_stalled+=1
no_go = True
if no_go:
continue
## check on current status for by-passed assignment
if wfh.request['RequestStatus'] !='assignment-approved':
if not options.test:
wfh.sendLog('assignor',"setting %s away and skipping"%wfo.name)
## the module picking up from away will do what is necessary of it
wfo.wm_status = wfh.request['RequestStatus']
wfo.status = 'away'
session.commit()
continue
else:
print wfo.name,wfh.request['RequestStatus']
## retrieve from the schema, dbs and reqMgr what should be the next version
version=wfh.getNextVersion()
if not version:
if options and options.ProcessingVersion:
version = options.ProcessingVersion
else:
wfh.sendLog('assignor',"cannot decide on version number")
n_stalled+=1
wfo.status = 'trouble'
session.commit()
continue
original_sites_allowed = copy.deepcopy( sites_allowed )
wfh.sendLog('assignor',"Site white list %s"%sorted(sites_allowed))
override_sec_location = CI.get(wfh.request['Campaign'], 'SecondaryLocation', [])
blocks = []
if 'BlockWhitelist' in wfh.request:
blocks = wfh.request['BlockWhitelist']
if 'RunWhitelist' in wfh.request and wfh.request['RunWhitelist']:
## augment with run white list
for dataset in primary:
blocks = list(set( blocks + getDatasetBlocks( dataset, runs=wfh.request['RunWhitelist'] ) ))
wfh.sendLog('assignor',"Allowed %s"%sorted(sites_allowed))
secondary_locations=None
for sec in list(secondary):
if override_sec_location:
print "We don't care where the secondary is"
print "Cannot pass for now"
sendEmail("tempting to pass sec location check","but we cannot yet IMO")
#pass
presence = getDatasetPresence( url, sec )
print sec
print json.dumps(presence, indent=2)
one_secondary_locations = [site for (site,(there,frac)) in presence.items() if frac>98.]
#one_secondary_locations = [site for (site,(there,frac)) in presence.items() if there]
if secondary_locations==None:
secondary_locations = one_secondary_locations
else:
secondary_locations = list(set(secondary_locations) & set(one_secondary_locations))
## reduce the site white list to site with secondary only
#sites_allowed = [site for site in sites_allowed if any([osite.startswith(site) for osite in one_secondary_locations])]
sites_allowed = [site for site in sites_allowed if SI.CE_to_SE(site) in one_secondary_locations]
wfh.sendLog('assignor',"From secondary requirement, now Allowed%s"%sorted(sites_allowed))
initial_sites_allowed = copy.deepcopy( sites_allowed ) ## keep track of this, after secondary input location restriction : that's how you want to operate it
sites_all_data = copy.deepcopy( sites_allowed )
sites_with_data = copy.deepcopy( sites_allowed )
sites_with_any_data = copy.deepcopy( sites_allowed )
primary_locations = None
available_fractions = {}
set_lfn = '/store/mc' ## by default
endpoints = set()
for prim in list(primary):
if prim in dataset_endpoints:
print "endpoints from stagor",dataset_endpoints[prim]
endpoints.update( dataset_endpoints[prim] )
set_lfn = getLFNbase( prim )
presence = getDatasetPresence( url, prim , only_blocks=blocks)
if talk:
print prim
print json.dumps(presence, indent=2)
available_fractions[prim] = getDatasetBlocksFraction(url, prim, sites = [SI.CE_to_SE(site) for site in sites_allowed] , only_blocks = blocks)
#sites_all_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,(there,frac)) in presence.items() if there]])]
#sites_with_data = [site for site in sites_with_data if any([osite.startswith(site) for osite in [psite for (psite,frac) in presence.items() if frac[1]>90.]])]
sites_all_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,(there,frac)) in presence.items() if there]]
sites_with_data = [site for site in sites_with_data if SI.CE_to_SE(site) in [psite for (psite,frac) in presence.items() if frac[1]>90.]]
sites_with_any_data = [site for site in sites_with_any_data if SI.CE_to_SE(site) in presence.keys()]
wfh.sendLog('assignor',"Holding the data but not allowed %s"%sorted(list(set([se_site for se_site in presence.keys() if not SI.SE_to_CE(se_site) in sites_allowed]))))
if primary_locations==None:
primary_locations = presence.keys()
else:
primary_locations = list(set(primary_locations) & set(presence.keys() ))
sites_with_data = list(set(sites_with_data))
sites_with_any_data = list(set(sites_with_any_data))
opportunistic_sites=[]
down_time = False
## opportunistic running where any piece of data is available
if secondary_locations or primary_locations:
## intersection of both any pieces of the primary and good IO
#opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations) & set(SI.sites_with_goodIO)) - set(sites_allowed))]
if secondary_locations and primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list((set(secondary_locations) & set(primary_locations)) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
elif primary_locations:
opportunistic_sites = [SI.SE_to_CE(site) for site in list(set(primary_locations) - set([SI.CE_to_SE(site) for site in sites_allowed]))]
else:
opportunistic_sites = []
wfh.sendLog('assignor',"We could be running in addition at %s"% sorted(opportunistic_sites))
if any([osite in SI.sites_not_ready for osite in opportunistic_sites]):
wfh.sendLog('assignor',"One of the usable site is in downtime %s"%([osite in SI.sites_not_ready for osite in opportunistic_sites]))
down_time = True
## should this be send back to considered ?
## should be 2 but for the time-being let's lower it to get things going
copies_wanted,cpuh = wfh.getNCopies()
wfh.sendLog('assignor',"we need %s CPUh"%cpuh)
if cpuh>max_cpuh_block and not options.go:
#sendEmail('large workflow','that wf %s has a large number of CPUh %s, not assigning, please check the logs'%(wfo.name, cpuh))#,destination=['*****@*****.**'])
sendLog('assignor','%s requires a large numbr of CPUh %s , not assigning, please check with requester'%( wfo.name, cpuh), level='critical')
wfh.sendLog('assignor',"Requiring a large number of CPUh %s, not assigning"%cpuh)
continue
if 'Campaign' in wfh.request and wfh.request['Campaign'] in CI.campaigns and 'maxcopies' in CI.campaigns[wfh.request['Campaign']]:
copies_needed_from_campaign = CI.campaigns[wfh.request['Campaign']]['maxcopies']
copies_wanted = min(copies_needed_from_campaign, copies_wanted)
if not options.early:
less_copies_than_requested = UC.get("less_copies_than_requested")
copies_wanted = max(1,copies_wanted-less_copies_than_requested) # take one out for the efficiency
else:
## find out whether there is a site in the whitelist, that is lacking jobs and reduce to 1 copy needed to get things going
pass
wfh.sendLog('assignor',"needed availability fraction %s"% copies_wanted)
## should also check on number of sources, if large enough, we should be able to overflow most, efficiently
if available_fractions and not all([available>=copies_wanted for available in available_fractions.values()]):
not_even_once = not all([available>=1. for available in available_fractions.values()])
wfh.sendLog('assignor',"The input dataset is not available %s times, only %s"%( copies_wanted, available_fractions.values()))
if down_time and not options.go and not options.early:
wfo.status = 'considered'
session.commit()
wfh.sendLog('assignor',"sending back to considered because of site downtime, instead of waiting")
#sendEmail( "cannot be assigned due to downtime","%s is not sufficiently available, due to down time of a site in the whitelist. check the assignor logs. sending back to considered."% wfo.name)
sendLog('assignor','%s is not sufficiently available, due to down time of a site in the whitelist. sending back to considered.'%( wfo.name ), level='delay')
continue
#pass
print json.dumps(available_fractions)
if (options.go and not_even_once) or not options.go:
known = []
try:
known = json.loads(open('cannot_assign.json').read())
except:
pass
if not wfo.name in known and not options.limit and not options.go and not options.early and not options.partial:
wfh.sendLog('assignor',"cannot be assigned, %s is not sufficiently available.\n %s"%(wfo.name,json.dumps(available_fractions)))
sendEmail( "cannot be assigned","%s is not sufficiently available.\n %s"%(wfo.name,json.dumps(available_fractions)))
known.append( wfo.name )
open('cannot_assign.json','w').write(json.dumps( known, indent=2))
n_stalled+=1
if options.early:
if wfo.status == 'considered':
wfh.sendLog('assignor',"setting considered-tried")
wfo.status = 'considered-tried'
session.commit()
else:
print "tried but status is",wfo.status
if options.partial:
print "Will move on with partial locations"
else:
continue
## default back to white list to original white list with any data
print "Allowed",sorted(sites_allowed)
if options.primary_aaa:
sites_allowed = initial_sites_allowed
#options.useSiteListAsLocation = True
options.TrustSitelists = True
else:
sites_allowed = sites_with_any_data
wfh.sendLog('assignor',"Selected for any data %s"%sorted(sites_allowed))
if options.restrict:
print "Allowed",sites_allowed
sites_allowed = sites_with_any_data
print "Selected",sites_allowed
else:
if set(sites_with_data) != set(sites_allowed):
## the data is not everywhere we wanted to run at : enable aaa
print "Sites with 90% data not matching site white list (block choping!)"
print "Resorting to AAA reading for",list(set(sites_allowed) - set(sites_with_data)),"?"
print "Whitelist site with any data",list(set(sites_allowed) - set(sites_with_any_data))
#options.useSiteListAsLocation = True
#print "Not commissioned yet"
#continue
#print "We could be running at",opportunistic_sites,"in addition"
##sites_allowed = list(set(sites_allowed+ opportunistic_sites))
### check on endpoints for on-going transfers
if endpoints and options.partial:
sites_allowed = list(set(sites_allowed + [SI.SE_to_CE(s) for s in endpoints]))
print "with added endpoints",sorted(sites_allowed)
#if options.partial:
# continue
if not len(sites_allowed):
wfh.sendLog('assignor',"cannot be assign with no matched sites")
#sendEmail( "cannot be assigned","%s has no whitelist"%(wfo.name))
sendLog('assignor','%s has no whitelist'% wfo.name, level='critical')
n_stalled+=1
continue
t1_only = [ce for ce in sites_allowed if ce.startswith('T1')]
if t1_only:
# try to pick from T1 only first
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in t1_only])]
else:
# then pick any otherwise
sites_out = [SI.pick_dSE([SI.CE_to_SE(ce) for ce in sites_allowed])]
## one last modification now that we know we can assign, and to make sure all ressource can be used by the request : set all ON sites to whitelist
###sites_allowed = original_sites_allowed ## not needed, afterall as secondary jobs go their own ways
wfh.sendLog('assignor',"Placing the output on %s"%sites_out)
parameters={
'SiteWhitelist' : sites_allowed,
#'CustodialSites' : sites_custodial,
'NonCustodialSites' : sites_out,
'AutoApproveSubscriptionSites' : list(set(sites_out)),
'AcquisitionEra' : wfh.acquisitionEra(),
'ProcessingString' : wfh.processingString(),
'MergedLFNBase' : set_lfn,
'ProcessingVersion' : version,
}
## plain assignment here
team='production'
if os.getenv('UNIFIED_TEAM'): team = os.getenv('UNIFIED_TEAM')
if options and options.team:
team = options.team
## high priority team agent
#if wfh.request['RequestPriority'] >= 100000 and (wfh.request['TimePerEvent']*int(wfh.getRequestNumEvents()))/(8*3600.) < 10000:
# team = 'highprio'
# sendEmail("sending work with highprio team","%s"% wfo.name, destination=['*****@*****.**'])
## SDSC redirection
#if "T2_US_UCSD" in sites_with_data and random.random() < -0.5 and wfh.request['Campaign']=='RunIISpring15DR74' and int(wfh.getRequestNumEvents()) < 600000 and not any([out.endswith('RAW') for out in wfh.request['OutputDatasets']]):
# ## consider SDSC
# parameters['SiteWhitelist'] = ['T2_US_UCSD','T3_US_SDSC']
# parameters['useSiteListAsLocation'] = True
# team = 'allocation-based'
# sendEmail("sending work to SDSC","%s was assigned to SDSC/UCSD"% wfo.name, destination=['*****@*****.**'])
## SDSC redirection
#if wfh.request['Campaign']==R'unIIWinter15GS' and random.random() < -1.0:
# parameters['SiteWhitelist'] = ['T3_US_SDSC']
# team = 'allocation-based'
# sendEmail("sending work to SDSC","%s was assigned to SDSC"% wfo.name, destination=['*****@*****.**'])
if False and 'T2_CH_CERN' in parameters['SiteWhitelist']:
## add some check on
### the amount pending to HLT
### the size of the request
### the priority of the request (maybe not if we decide to overflow during runs)
parameters['SiteWhitelist'] = ['T2_CH_CERN_HLT']
team = 'hlt'
## reduce the splitting by factor of 4, regardless of type of splitting
sendEmail("sending work to HLT","%s was assigned to HLT"%wfo.name)
##parse options entered in command line if any
if options:
for key in reqMgrClient.assignWorkflow.keys:
v=getattr(options,key)
if v!=None:
if type(v)==str and ',' in v:
parameters[key] = filter(None,v.split(','))
else:
parameters[key] = v
## pick up campaign specific assignment parameters
parameters.update( CI.parameters(wfh.request['Campaign']) )
if not options.test:
parameters['execute'] = True
split_check = wfh.checkWorkflowSplitting()
if split_check!=True:
parameters.update( split_check )
if 'EventBased' in split_check.values():
wfh.sendLog('assignor', "Falling back to event splitting.")
#sendEmail("Fallback to EventBased","the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting"%wfo.name)
sendLog('assignor','the workflow %s is too heavy to be processed as it is. Fallback to EventBased splitting'%wfo.name, level='critical')
elif 'EventsPerJob' in split_check.values():
wfh.sendLog('assignor', "Modifying the number of job per event")
#sendEmail("Modifying the job per events","the workflow %s is too heavy in number of jobs explosion"%wfo.name)
sendLog('assignor',"the workflow %s is too heavy in number of jobs explosion"%wfo.name, level='critical')
# Handle run-dependent MC
pstring = wfh.processingString()
if 'PU_RD' in pstring:
numEvents = wfh.getRequestNumEvents()
eventsPerLumi = [getDatasetEventsPerLumi(prim) for prim in primary]
eventsPerLumi = sum(eventsPerLumi)/float(len(eventsPerLumi))
reqJobs = 500
if 'PU_RD2' in pstring:
reqJobs = 2000
eventsPerJob = int(numEvents/(reqJobs*1.4))
lumisPerJob = int(eventsPerJob/eventsPerLumi)
if lumisPerJob==0:
#sendEmail("issue with event splitting for run-dependent MC","%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
sendLog('assignor', "%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob), level='critical')
wfh.sendLog('assignor', "%s needs to be split by event with %s per job"%(wfo.name, eventsPerJob))
parameters['EventsPerJob'] = eventsPerJob
else:
spl = wfh.getSplittings()[0]
eventsPerJobEstimated = spl['events_per_job'] if 'events_per_job' in spl else None
eventsPerJobEstimated = spl['avg_events_per_job'] if 'avg_events_per_job' in spl else None
if eventsPerJobEstimated and eventsPerJobEstimated > eventsPerJob:
#sendEmail("setting lumi splitting for run-dependent MC","%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
sendLog('assignor',"%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob), level='critical')
wfh.sendLog('assignor',"%s was assigned with %s lumis/job"%( wfo.name, lumisPerJob))
parameters['LumisPerJob'] = lumisPerJob
else:
#sendEmail("leaving splitting untouched for PU_RD*","please check on "+wfo.name)
sendLog('assignor',"leaving splitting untouched for %s, please check on %s"%( pstring, wfo.name), level='critical')
wfh.sendLog('assignor',"leaving splitting untouched for PU_RD*, please check.")
result = reqMgrClient.assignWorkflow(url, wfo.name, team, parameters)
# set status
if not options.test:
if result:
wfo.status = 'away'
session.commit()
n_assigned+=1
try:
## refetch information and lock output
new_wfi = workflowInfo( url, wfo.name)
(_,prim,_,sec) = new_wfi.getIO()
for secure in list(prim)+list(sec)+new_wfi.request['OutputDatasets']:
## lock all outputs flat
NLI.lock( secure )
#for site in [SI.CE_to_SE(site) for site in sites_allowed]:
# for output in new_wfi.request['OutputDatasets']:
# LI.lock( output, site, 'dataset in production')
# for primary in prim:
# LI.lock( primary, site, 'dataset used in input')
# for secondary in sec:
# LI.lock( secondary, site, 'required for mixing' )
except Exception as e:
print "fail in locking output"
print str(e)
sendEmail("failed locking of output",str(e))
else:
print "ERROR could not assign",wfo.name
else:
pass
print "Assignment summary:"
sendLog('assignor',"Assigned %d Stalled %s"%(n_assigned, n_stalled))
def actor(url, options=None):
mlock = moduleLock(wait=False, silent=True)
if mlock(): return
if userLock('actor'): return
up = componentInfo(soft=['mcm'])
if not up.check(): return
# CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
WC = wtcClient()
WI = wtcInfo()
JC = JIRAClient()
action_list = WC.get_actions()
if action_list is None:
print "Not able to load action list"
sendLog('actor', 'Not able to load action list', level='critical')
return
if options.actions:
action_list = json.loads(open(options.actions).read())
print json.dumps(action_list, indent=2)
if not action_list:
print "EMPTY!"
return
wf_list = action_list.keys()
print json.dumps(sorted(wf_list), indent=2)
if options.spec:
wf_list = [wf for wf in wf_list if options.spec in wf]
max_per_round = UC.get('max_per_round').get('actor', None)
if max_per_round:
random.shuffle(wf_list)
wf_list = wf_list[:max_per_round]
for wfname in wf_list:
print '-' * 100
print "Looking at", wfname, "for recovery options"
to_clone = False
to_acdc = False
to_force = False
to_hold = False
something_to_do = False
tasks = action_list[wfname].get('Parameters', None)
to_acdc = action_list[wfname].get('Action', None) == 'acdc'
to_clone = action_list[wfname].get('Action', None) == 'clone'
to_force = action_list[wfname].get(
'Action', None) == 'special' and action_list[wfname].get(
'Parameters', {}).get('action', None) in ['by-pass', 'bypass']
to_hold = action_list[wfname].get(
'Action', None) == 'special' and action_list[wfname].get(
'Parameters', {}).get('action', None) in ['onhold', 'on-hold']
if not to_acdc and not to_clone and not to_force and not to_hold:
sendLog(
'actor',
'Action submitted for something other than acdc, clone, bypass or hold for workflow %s'
% wfname,
level='critical')
print json.dumps(action_list[wfname], indent=2)
continue
if not tasks and to_acdc:
sendLog('actor',
'Empty action submitted for workflow %s' % wfname,
level='critical')
print "Moving on. Parameters is blank for " + wfname
continue
wfi = workflowInfo(url, wfname)
recover = True
message_to_ops = ""
message_to_user = ""
#===========================================================
if to_clone and options.do:
print "Let's try kill and clone: "
wfi.sendLog('actor', 'Going to clone %s' % wfname)
comment = ""
if 'comment' in tasks: comment = ", reason: " + tasks['comment']
wfi.sendLog(
'actor',
"invalidating the workflow by traffic controller %s" % comment)
#Reject all workflows in the family
inv_results = invalidate(url,
wfi,
only_resub=False,
with_output=True)
all_good = all(inv_results)
if all_good:
wfi.sendLog('actor', "%s and children are rejected" % wfname)
else:
wfi.sendLog('actor',
"Failed to reject the request and dependents")
sendLog('actor',
'Failed to reject the familly of %s' % wfname,
level='critical')
continue
cloned = None
try:
cloned = singleClone(url, wfname, tasks, comment, options.do)
except Exception as e:
sendLog(
'actor',
'Failed to create clone for %s! Check logs for more information. Action will need to be resubmitted.'
% wfname,
level='critical')
wfi.sendLog('actor', 'Failed to create clone for %s!' % wfname)
print str(e)
##let's not remove the action other the workflow goes to "trouble" and the WTC cannot set the action again
if not cloned:
recover = False
wfi.sendLog('actor', 'Failed to create clone for %s!' % wfname)
sendLog('actor',
'Failed to create clone for %s!' % wfname,
level='critical')
else:
wfi.sendLog('actor',
"Workflow %s cloned into %s" % (wfname, cloned))
## set to trouble for swift replacement
for wfo in session.query(Workflow).filter(
Workflow.name == wfname).all():
wfo.status = 'trouble'
session.commit()
#===========================================================
elif to_force:
wfi.sendLog(
'actor',
'Force-completing from workflow traffic controler request')
WI.add(action='force',
keyword=wfname,
user=action_list[wfname].get('user', 'unified'))
elif to_hold:
wfi.sendLog('actor',
'Holding on workflow traffic controler request')
WI.add(action='hold',
keyword=wfname,
user=action_list[wfname].get('user', 'unified'))
#===========================================================
elif to_acdc:
if 'AllSteps' in tasks:
allTasksDefaults = tasks['AllSteps']
tasks.pop('AllSteps')
for setting in allTasksDefaults:
for task in tasks:
if setting in tasks[task]:
tasks[task][setting] = allTasksDefaults[setting]
else:
tasks[task].append(
{setting: allTasksDefaults[setting]})
print "Tasks is "
print json.dumps(tasks, indent=2)
all_tasks = wfi.getAllTasks()
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
try:
WMErr = wfi.getWMErrors()
# print WMErr
except:
sendLog(
'actor',
'Cannot create ACDCS for %s because WMErr cannot be reached.'
% wfname,
level='critical')
continue
if not WMErr:
wfi.sendLog('actor', 'WMErrors is blank for %s.' % wfname)
print "FYI getWMErrors is blank. Presumably there are only unreported errors"
# continue
try:
where_to_run, missing_to_run, missing_to_run_at = wfi.getRecoveryInfo(
)
print "Where to run = "
print where_to_run
if not where_to_run:
sendLog(
'actor',
'Cannot create ACDCS for %s because recovery info cannot be found.'
% wfname,
level='critical')
continue
except:
sendLog(
'actor',
'Cannot create ACDCS for %s because recovery info cannot be found.'
% wfname,
level='critical')
print "Moving on. Cannot access recovery info for " + wfname
continue
if not where_to_run:
sendLog(
'actor',
'Cannot create ACDCS for %s because site list cannot be found.'
% wfname,
level='critical')
print "Moving on. where to run is blank"
continue
message_to_ops = ""
message_to_user = ""
num_tasks_to_recover = 0
if WMErr:
for task in WMErr:
if 'LogCollect' in task: continue
if 'Cleanup' in task: continue
if not 'jobfailed' in WMErr[task]:
continue
else:
num_tasks_to_recover += 1
# print "Task to recover: " + task
if not num_tasks_to_recover:
print "\tno error for", wfname
# recover = False
if 'LheInputFiles' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
sendLog(
'actor',
'Cannot create ACDCS for %s because it is a pLHE workflow.'
% wfname,
level='critical')
print "We don't try to recover pLHE. Moving on."
recover = False
# sendEmail('cannot submit action', '%s is a pLHE workflow. We do not try to recover pLHE'%wfname)
# if wfi.request['RequestType'] in ['ReReco']:
# recover= False
# print 'cannot submit action. ReReco'
# sendEmail('cannot submit action', '%s is request type ReReco'%wfname)
recovering = set()
for task in tasks:
assign_to_sites = set()
print "Task names is " + task
fulltaskname = '/' + wfname + '/' + task
print "Full task name is " + fulltaskname
print where_to_run.keys()
wrong_task = False
for task_info in all_tasks:
if fulltaskname == task_info.pathName:
if task_info.taskType not in [
'Processing', 'Production', 'Merge'
]:
wrong_task = True
wfi.sendLog(
'actor',
"Skipping task %s because the taskType is %s. Can only ACDC Processing, Production, or Merge tasks"
% (fulltaskname, task_info.taskType))
if not fulltaskname in where_to_run.keys():
wrong_task = True
wfi.sendLog(
'actor',
"Skipping task %s because there is no acdc doc for it anyways."
% (fulltaskname))
if wrong_task:
continue
print tasks[task]
actions = tasks[task]
for action in actions:
if action.startswith('sites'):
if type(actions[action]) != list:
assign_to_sites = [SI.SE_to_CE(actions[action])]
else:
assign_to_sites = list(
set([
SI.SE_to_CE(site)
for site in actions[action]
]))
# if action.startswith('mem') and actions[action] != "" and actions[action] != 'Same' and wfi.request['RequestType'] in ['TaskChain']:
# recover = False;
# print "Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname
# wfi.sendLog('actor',"Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname)
if not 'sites' in actions:
assign_to_sites = list(
set([
SI.SE_to_CE(site)
for site in where_to_run[fulltaskname]
]))
print "Found", sorted(
assign_to_sites
), "as sites where to run the ACDC at, from the acdc doc of ", wfname
print "Going to run at", sorted(assign_to_sites)
if recover:
print "Initiating recovery"
acdc = singleRecovery(url,
fulltaskname,
wfi.request,
actions,
do=options.do)
if not acdc:
if options.do:
if recovering:
print wfname + " has been partially ACDC'ed. Needs manual attention."
sendLog(
'actor',
"%s has had %s/%s recoveries %s only" %
(wfname, len(recovering),
num_tasks_to_recover, list(recovering)),
level='critical')
wfi.sendLog(
'actor',
"%s has had %s/%s recoveries %s only" %
(wfname, len(recovering),
num_tasks_to_recover, list(recovering)))
break
else:
print wfname + " failed recovery once"
recover = False
break
else:
print "no action to take further"
# sendLog('recoveror', "ACDC for %s can be done automatically"% wfname, level='critical')
continue
else: #ACDC was made correctly. Now we have to assign it.
wfi.sendLog(
'actor',
'ACDC created for task %s. Actions taken \n%s' %
(fulltaskname, json.dumps(actions)))
jira_comment = "%s created ACDC for task %s with action %s" % (
action_list[wfname].get('user', 'unified'),
task.split('/')[-1],
json.dumps(actions),
)
reason = action_list[wfname].get('Reason', None)
if reason:
jira_comment += '\ndue to: %s' % (reason)
#team = wfi.request['Teams'][0]
team = 'production'
parameters = {
'SiteWhitelist': sorted(assign_to_sites),
'AcquisitionEra': wfi.acquisitionEra(),
'ProcessingString': wfi.processingString(),
'MergedLFNBase': wfi.request['MergedLFNBase'],
'ProcessingVersion':
wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request[
'RequestType'] == 'TaskChain' and 'Merge' in task.split(
'/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'xrootd' in actions:
if actions['xrootd'] == 'enabled':
print "Going to assign via xrootd"
parameters['TrustSitelists'] = True
elif actions['xrootd'] == 'disabled':
parameters['TrustSitelists'] = False
elif ('TrustSitelists' in wfi.request
and wfi.request['TrustSitelists'] == 'true'):
parameters['TrustSitelists'] = True
else:
parameters['TrustSitelists'] = False
if 'secondary' in actions:
if actions['secondary'] == 'enabled':
print 'Enabling reading the secondary input via xrootd'
parameters['TrustPUSitelists'] = True
elif actions['secondary'] == 'disabled':
parameters['TrustPUSitelists'] = False
#in case secondary is blank or not set to enabled or disabled
elif 'TrustPUSitelists' in wfi.request and wfi.request[
'TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
elif 'TrustPUSitelists' in wfi.request and wfi.request[
'TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC", acdc
parameters['execute'] = True
#wfi.sendLog('actor',"%s was assigned for recovery"% acdc)
else:
print "no assignment done with this ACDC", acdc
sendLog('actor',
"%s needs to be assigned" % (acdc),
level='critical')
wfi.sendLog(
'actor',
"%s needs to be assigned by hand" % (acdc))
continue
# print parameters
result = reqMgrClient.assignWorkflow(
url, acdc, team, parameters)
if not result:
print acdc, "was not assigned"
sendLog('actor',
"%s failed to be assigned" % (acdc),
level='critical')
wfi.sendLog(
'actor',
"%s failed to get assigned for recovery" %
acdc)
else:
wfi.sendLog('actor',
"%s was assigned for recovery" % acdc)
recovering.add(acdc)
#wfi.sendLog('actor',"ACDCs created for %s"%wfname)
try:
if jira_comment:
jiras = JC.find(
{'prepid': wfi.request['PrepID']})
if len(jiras) == 1:
## put a comment on the single corresponding ticket
JC.comment(jiras[0].key, jira_comment)
JC.progress(jiras[0].key)
except Exception as e:
print "failed with JIRA"
print str(e)
#===========================================================
if recover and options.do:
r = WC.remove_action(wfname)
if not r:
sendLog(
'actor',
'not able to remove the action, interlocking the module',
level='critical')
os.system('touch %s/actor.failed-%s.lock' %
(base_eos_dir, os.getpid()))
sys.exit(-1)
## update the status with recovering removing manual
for wfo in session.query(Workflow).filter(
Workflow.name == wfname).all():
wfo.status = wfo.status.replace('manual', 'recovering')
session.commit()
if message_to_user:
print wfname, "to be notified to user(DUMMY)", message_to_user
if message_to_ops:
print 'message'
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
# sendLog('recoveror',message_to_ops,level='warning')
return
def actor(url,options=None):
mlock = moduleLock(wait=False ,silent=True)
if mlock(): return
if userLock('actor'): return
up = componentInfo(soft=['mcm'])
if not up.check(): return
# CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
WC = wtcClient()
WI = wtcInfo()
JC = JIRAClient()
action_list = WC.get_actions()
if action_list is None:
print "Not able to load action list"
sendLog('actor','Not able to load action list', level='critical')
return
if options.actions:
action_list = json.loads(open(options.actions).read())
print json.dumps( action_list, indent=2)
if not action_list:
print "EMPTY!"
return
wf_list = action_list.keys()
print json.dumps( sorted( wf_list), indent=2)
if options.spec:
wf_list = [wf for wf in wf_list if options.spec in wf]
max_per_round = UC.get('max_per_round').get('actor', None)
if max_per_round:
random.shuffle( wf_list )
wf_list = wf_list[:max_per_round]
for wfname in wf_list:
print '-'*100
print "Looking at",wfname,"for recovery options"
to_clone = False
to_acdc = False
to_force = False
to_hold = False
something_to_do = False
tasks = action_list[wfname].get( 'Parameters' , None)
to_acdc = action_list[wfname].get( 'Action', None) == 'acdc'
to_clone = action_list[wfname].get( 'Action', None) == 'clone'
to_force = action_list[wfname].get( 'Action', None) == 'special' and action_list[wfname].get( 'Parameters' ,{}).get('action',None) in ['by-pass', 'bypass']
to_hold = action_list[wfname].get( 'Action', None) == 'special' and action_list[wfname].get( 'Parameters' ,{}).get('action',None) in ['onhold','on-hold']
if not to_acdc and not to_clone and not to_force and not to_hold:
sendLog('actor','Action submitted for something other than acdc, clone, bypass or hold for workflow %s'%wfname,level='critical')
print json.dumps( action_list[wfname] , indent=2)
continue
if not tasks and to_acdc:
sendLog('actor','Empty action submitted for workflow %s'%wfname,level='critical')
print "Moving on. Parameters is blank for " + wfname
continue
wfi = workflowInfo(url, wfname)
recover = True
message_to_ops = ""
message_to_user = ""
#===========================================================
if to_clone and options.do:
print "Let's try kill and clone: "
wfi.sendLog('actor','Going to clone %s'%wfname)
comment=""
if 'comment' in tasks: comment = ", reason: "+ tasks['comment']
wfi.sendLog('actor',"invalidating the workflow by traffic controller %s"%comment)
#Reject all workflows in the family
inv_results = invalidate(url, wfi, only_resub=False, with_output=True)
all_good = all(inv_results)
if all_good:
wfi.sendLog('actor',"%s and children are rejected"%wfname)
else:
wfi.sendLog('actor',"Failed to reject the request and dependents")
sendLog('actor','Failed to reject the familly of %s'% wfname, level='critical')
continue
cloned = None
try:
cloned = singleClone(url, wfname, tasks, comment, options.do)
except Exception as e:
sendLog('actor','Failed to create clone for %s! Check logs for more information. Action will need to be resubmitted.'%wfname,level='critical')
wfi.sendLog('actor','Failed to create clone for %s!'%wfname)
print str(e)
##let's not remove the action other the workflow goes to "trouble" and the WTC cannot set the action again
if not cloned:
recover = False
wfi.sendLog('actor','Failed to create clone for %s!'%wfname)
sendLog('actor','Failed to create clone for %s!'%wfname,level='critical')
else:
wfi.sendLog('actor',"Workflow %s cloned into %s"%(wfname, cloned))
## set to trouble for swift replacement
for wfo in session.query(Workflow).filter(Workflow.name == wfname).all():
wfo.status = 'trouble'
session.commit()
#===========================================================
elif to_force:
wfi.sendLog('actor','Force-completing from workflow traffic controler request')
WI.add(action='force', keyword = wfname, user = action_list[wfname].get( 'user', 'unified'))
elif to_hold:
wfi.sendLog('actor','Holding on workflow traffic controler request')
WI.add(action='hold', keyword = wfname, user = action_list[wfname].get( 'user', 'unified'))
#===========================================================
elif to_acdc:
if 'AllSteps' in tasks:
allTasksDefaults = tasks['AllSteps']
tasks.pop('AllSteps')
for setting in allTasksDefaults:
for task in tasks:
if setting in tasks[task]:
tasks[task][setting] = allTasksDefaults[setting]
else:
tasks[task].append({setting:allTasksDefaults[setting]})
print "Tasks is "
print json.dumps(tasks, indent=2)
all_tasks = wfi.getAllTasks()
## need a way to verify that this is the first round of ACDC, since the second round will have to be on the ACDC themselves
try:
WMErr = wfi.getWMErrors()
# print WMErr
except:
sendLog('actor','Cannot create ACDCS for %s because WMErr cannot be reached.'%wfname,level='critical')
continue
if not WMErr:
wfi.sendLog('actor','WMErrors is blank for %s.'%wfname)
print "FYI getWMErrors is blank. Presumably there are only unreported errors"
# continue
try:
where_to_run, missing_to_run,missing_to_run_at = wfi.getRecoveryInfo()
print "Where to run = "
print where_to_run
if not where_to_run:
sendLog('actor','Cannot create ACDCS for %s because recovery info cannot be found.'%wfname,level='critical')
continue
except:
sendLog('actor','Cannot create ACDCS for %s because recovery info cannot be found.'%wfname,level='critical')
print "Moving on. Cannot access recovery info for " + wfname
continue
if not where_to_run:
sendLog('actor','Cannot create ACDCS for %s because site list cannot be found.'%wfname,level='critical')
print "Moving on. where to run is blank"
continue
message_to_ops = ""
message_to_user = ""
num_tasks_to_recover = 0
if WMErr:
for task in WMErr:
if 'LogCollect' in task: continue
if 'Cleanup' in task: continue
if not 'jobfailed' in WMErr[task]:
continue
else:
num_tasks_to_recover += 1
# print "Task to recover: " + task
if not num_tasks_to_recover:
print "\tno error for",wfname
# recover = False
if 'LheInputFiles' in wfi.request and wfi.request['LheInputFiles']:
## we do not try to recover pLHE
sendLog('actor','Cannot create ACDCS for %s because it is a pLHE workflow.'%wfname,level='critical')
print "We don't try to recover pLHE. Moving on."
recover = False
# sendEmail('cannot submit action', '%s is a pLHE workflow. We do not try to recover pLHE'%wfname)
# if wfi.request['RequestType'] in ['ReReco']:
# recover= False
# print 'cannot submit action. ReReco'
# sendEmail('cannot submit action', '%s is request type ReReco'%wfname)
recovering = set()
for task in tasks:
assign_to_sites = set()
print "Task names is " + task
fulltaskname = '/' + wfname + '/' + task
print "Full task name is " + fulltaskname
print where_to_run.keys()
wrong_task = False
for task_info in all_tasks:
if fulltaskname == task_info.pathName:
if task_info.taskType not in ['Processing','Production','Merge']:
wrong_task= True
wfi.sendLog('actor', "Skipping task %s because the taskType is %s. Can only ACDC Processing, Production, or Merge tasks"%( fulltaskname, task_info.taskType))
if not fulltaskname in where_to_run.keys():
wrong_task= True
wfi.sendLog('actor', "Skipping task %s because there is no acdc doc for it anyways."%(fulltaskname))
if wrong_task:
continue
print tasks[task]
actions = tasks[task]
for action in actions:
if action.startswith('sites'):
if type(actions[action]) != list:
assign_to_sites=[SI.SE_to_CE(actions[action])]
else:
assign_to_sites=list(set([SI.SE_to_CE(site) for site in actions[action]]))
# if action.startswith('mem') and actions[action] != "" and actions[action] != 'Same' and wfi.request['RequestType'] in ['TaskChain']:
# recover = False;
# print "Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname
# wfi.sendLog('actor',"Skipping %s for now until Allie fixes memory parameter for TaskChain ACDCs."%wfname)
if not 'sites' in actions:
assign_to_sites = list(set([SI.SE_to_CE(site) for site in where_to_run[fulltaskname]]))
print "Found",sorted(assign_to_sites),"as sites where to run the ACDC at, from the acdc doc of ",wfname
print "Going to run at",sorted(assign_to_sites)
if recover:
print "Initiating recovery"
acdc = singleRecovery(url, fulltaskname, wfi.request, actions, do = options.do)
if not acdc:
if options.do:
if recovering:
print wfname + " has been partially ACDC'ed. Needs manual attention."
sendLog('actor', "%s has had %s/%s recoveries %s only"%( wfname, len(recovering), num_tasks_to_recover, list(recovering)), level='critical')
wfi.sendLog('actor', "%s has had %s/%s recoveries %s only"%( wfname, len(recovering), num_tasks_to_recover, list(recovering)))
break
else:
print wfname + " failed recovery once"
recover = False
break
else:
print "no action to take further"
# sendLog('recoveror', "ACDC for %s can be done automatically"% wfname, level='critical')
continue
else: #ACDC was made correctly. Now we have to assign it.
wfi.sendLog('actor','ACDC created for task %s. Actions taken \n%s'%(fulltaskname,json.dumps(actions)))
jira_comment = "%s created ACDC for task %s with action %s"%(
action_list[wfname].get( 'user', 'unified'),
task.split('/')[-1] ,
json.dumps(actions),
)
reason = action_list[wfname].get( 'Reason', None)
if reason:
jira_comment += '\ndue to: %s'%(reason)
#team = wfi.request['Teams'][0]
team = 'production'
parameters={
'SiteWhitelist' : sorted(assign_to_sites),
'AcquisitionEra' : wfi.acquisitionEra(),
'ProcessingString' : wfi.processingString(),
'MergedLFNBase' : wfi.request['MergedLFNBase'],
'ProcessingVersion' : wfi.request['ProcessingVersion'],
}
## hackery for ACDC merge assignment
if wfi.request['RequestType'] == 'TaskChain' and 'Merge' in task.split('/')[-1]:
parameters['AcquisitionEra'] = None
parameters['ProcessingString'] = None
## xrootd setttings on primary and secondary
if 'xrootd' in actions:
if actions['xrootd'] == 'enabled':
print "Going to assign via xrootd"
parameters['TrustSitelists'] = True
elif actions['xrootd'] == 'disabled':
parameters['TrustSitelists'] = False
elif ('TrustSitelists' in wfi.request and wfi.request['TrustSitelists']=='true'):
parameters['TrustSitelists'] = True
else:
parameters['TrustSitelists'] = False
if 'secondary' in actions:
if actions['secondary'] == 'enabled':
print 'Enabling reading the secondary input via xrootd'
parameters['TrustPUSitelists'] = True
elif actions['secondary'] == 'disabled':
parameters['TrustPUSitelists'] = False
#in case secondary is blank or not set to enabled or disabled
elif 'TrustPUSitelists' in wfi.request and wfi.request['TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
elif 'TrustPUSitelists' in wfi.request and wfi.request['TrustPUSitelists']:
parameters['TrustPUSitelists'] = True
if options.ass:
print "really doing the assignment of the ACDC",acdc
parameters['execute']=True
#wfi.sendLog('actor',"%s was assigned for recovery"% acdc)
else:
print "no assignment done with this ACDC",acdc
sendLog('actor',"%s needs to be assigned"%(acdc), level='critical')
wfi.sendLog('actor',"%s needs to be assigned by hand"%(acdc))
continue
# print parameters
result = reqMgrClient.assignWorkflow(url, acdc, team, parameters)
if not result:
print acdc,"was not assigned"
sendLog('actor',"%s failed to be assigned"%(acdc), level='critical')
wfi.sendLog('actor',"%s failed to get assigned for recovery"% acdc)
else:
wfi.sendLog('actor',"%s was assigned for recovery"% acdc)
recovering.add( acdc )
#wfi.sendLog('actor',"ACDCs created for %s"%wfname)
try:
if jira_comment:
jiras = JC.find({'prepid' : wfi.request['PrepID']})
if len(jiras)==1:
## put a comment on the single corresponding ticket
JC.comment(jiras[0].key, jira_comment)
JC.progress(jiras[0].key)
except Exception as e:
print "failed with JIRA"
print str(e)
#===========================================================
if recover and options.do:
r = WC.remove_action(wfname)
if not r:
sendLog('actor','not able to remove the action, interlocking the module', level='critical')
os.system('touch %s/actor.failed-%s.lock'%( base_eos_dir, os.getpid() ))
sys.exit(-1)
## update the status with recovering removing manual
for wfo in session.query(Workflow).filter(Workflow.name == wfname).all():
wfo.status = wfo.status.replace('manual','recovering')
session.commit()
if message_to_user:
print wfname,"to be notified to user(DUMMY)",message_to_user
if message_to_ops:
print 'message'
#sendEmail( "notification in recoveror" , message_to_ops, destination=['*****@*****.**'])
# sendLog('recoveror',message_to_ops,level='warning')
return
