def changeStatus(id_report,status):
if status not in [1,2,3,4]:
return make_response(jsonify( { 'error': 'Unknown status' } ), 400)
rm = ReportModel()
um = UserModel()
# get the current report
report_prev = rm.getReport(id_report)
#get user of report
user = um.getUser(idUser=report_prev["id_user"])
# get the previous report again with the current language
report_prev = rm.getReport(id_report,user["language"])
# change the status
rm.changeStatus(id_report,status)
report = rm.getReport(id_report,user["language"])
#send the email
body = tr("Report status changed email",user["language"])
body = body % ( report_prev["status_str"].decode("utf-8"), report["status_str"].decode("utf-8"),app.config["cdnUrl"] + "#?c=Report/detail/"+str(id_report))
utils.sendEmail([report["user_email"]],tr("Report status change subject",user["language"]), body)
if report_prev["id_report_status"] == 1 and (status==2 or status==4):
# send email to manager mpa
mm = MPASModel()
for lang in app.config["languages"]:
emails = map(lambda x: x["email"],mm.getMPAManagersEmailLanguage(report["id_mpa"] ,lang))
if len(emails)>0:
body = tr("New report added MPA",lang)
body = body % ( report["mpa"], app.config["cdnUrl"] + "#?c=Report/detail/"+str(id_report))
utils.sendEmail(emails,tr("New report added in %s [MPA]",lang) % report["mpa"], body)
return jsonify( {"result" : "done" })
def emailCertifiers(self, name, toolName, levelDescription, certifierName):
emailAddress = "*****@*****.**"
msg = f"{name} was just certified as {levelDescription} on {toolName} by {certifierName}!!"
utils.sendEmail("Shop Certifiers", emailAddress, "New Certification",
msg)
return ''
def send_bug(request):
if request.method == 'POST':
data = {k: v[0] if len(v) == 1 else v for k, v in request.POST.lists()}
sendEmail(txt='bugEmail.txt',
html='bugEmail.html',
data=data,
title='[Bug Report]' + data['subject'],
to=['*****@*****.**'])
def addUser(self, dbConnection, user, password, barcode, role):
hashedPassword = pwd_context.hash(password)
dbConnection.execute(
'''INSERT INTO accounts(user, password, barcode, role) VALUES(?,?,?,?)''',
(user, hashedPassword, barcode, role.getValue()))
emailAddress = self.getEmail(dbConnection, user)
utils.sendEmail(
'TFI Ops', '*****@*****.**', 'New User',
f'User {user} <{emailAddress}> added with roles : {role}')
def _warningEmail(subject):
if libs.ec2_utils.is_ec2():
try:
email = {}
email['from'] = 'Stamped <*****@*****.**>'
email['to'] = '*****@*****.**'
email['subject'] = subject
email['body'] = logs.getHtmlFormattedLog()
utils.sendEmail(email, format='html')
except Exception as e:
logs.warning('UNABLE TO SEND EMAIL: %s' % (e,))
def sendFailLogEmail(self):
if len(self.__fails) == 0:
return
stack_info = get_stack()
stack_name = 'localhost'
node_name = 'localhost'
if stack_info is not None:
stack_name = stack_info.instance.stack
node_name = stack_info.instance.name
output = '<html>'
output += "<h3>RateLimiter Fail Limit reached on %s</h3>" % stack_name
output += "<p>On stack '%s' instance '%s'.</p>" % (stack_name, node_name)
output += "<p><i>There were %s failed requests to service '%s' within the last %s seconds</p></i>" % \
(self.fail_limit, self.__service_name, self.fail_period)
back_online = time.strftime('%m/%d/%Y %H:%M:%S', time.localtime(self.blackout_start + self.blackout_wait)) # Timestamp
output += "<p>Waiting for %s seconds. Service will be active again at: %s</p>" % (self.blackout_wait, back_online)
output += '<h3>Fail Log</h3>'
output += '<table border=1 cellpadding=5>'
output += '<tr>'
labels = ['Timestamp', 'Url', 'Body', 'Headers', 'Code', 'Content']
for label in labels:
output += '<td style="font-weight:bold">%s</td>' % label
output += '</tr>'
for fail in self.__fails:
output += '<tr>'
output += '<td valign=top>%s</td>' % time.strftime('%m/%d/%Y %H:%M:%S', time.localtime(fail.timestamp)) # Timestamp
output += '<td valign=top>%s</td>' % fail.url
output += '<td valign=top>%s</td>' % fail.body
output += '<td valign=top>%s</td>' % fail.headers
output += '<td valign=top>%s</td>' % fail.status_code
output += '<td valign=top>%s</td>' % escape(fail.content)
output += '</tr>'
output += '</table>'
output += '</html>'
try:
email = {}
email['from'] = 'Stamped <*****@*****.**>'
email['to'] = '*****@*****.**'
email['subject'] = "%s RateLimiter '%s' fail limit reached" % (stack_name, self.__service_name)
email['body'] = output
utils.sendEmail(email, format='html')
except Exception as e:
print('UNABLE TO SEND EMAIL: %s' % e)
return output
def changeRole(self, dbConnection, barcode, newRole):
dbConnection.execute(
'''UPDATE accounts SET role = ? WHERE (barcode = ?)''',
(newRole.getValue(), barcode))
data = dbConnection.execute(
'''SELECT user FROM accounts WHERE barcode = ?''',
(barcode, )).fetchone()
if data:
emailAddress = self.getEmail(dbConnection, data[0])
utils.sendEmail(
'TFI Ops', '*****@*****.**', 'Role change for user',
f'User {data[0]} <{emailAddress}> roles changed to : {newRole}'
)
def handleStampedExceptions(e, handlers=None):
if isinstance(e, StampedHTTPError):
exceptions = [(StampedHTTPError, e.code, e.kind, e.msg)]
elif handlers is not None:
exceptions = handlers + defaultExceptions
else:
exceptions = defaultExceptions
for (exception, code, kind, msg) in exceptions:
if isinstance(e, exception):
logs.warning("%s Error (%s): %s" % (code, kind, msg))
logs.warning(utils.getFormattedException())
logs.error(code)
kind = kind
if kind is None:
kind = 'stamped_error'
message = msg
if message is None and e.msg is not None:
message = e.msg
error = {}
error['error'] = kind
if message is not None:
error['message'] = unicode(message)
return transformOutput(error, status=code)
else:
error = {
'error' : 'stamped_error',
'message' : "An error occurred. Please try again later.",
}
logs.warning("500 Error: %s" % e)
logs.warning(utils.getFormattedException())
logs.error(500)
# Email dev if a 500 occurs
if libs.ec2_utils.is_ec2():
try:
email = {}
email['from'] = 'Stamped <*****@*****.**>'
email['to'] = '*****@*****.**'
email['subject'] = '%s - 500 Error - %s' % (stampedAPI.node_name, datetime.utcnow().isoformat())
email['body'] = logs.getHtmlFormattedLog()
utils.sendEmail(email, format='html')
except Exception as e:
logs.warning('UNABLE TO SEND EMAIL: %s')
return transformOutput(error, status=500)
def emailToken(self, dbConnection, username, token):
emailAddress = self.getEmail(dbConnection, username)
safe_username = urllib.parse.quote_plus(username)
print(safe_username, token)
msg = "Please go to http://tfi.checkmein.site/profile/resetPasswordToken?user="******"&token=" + token + " to reset your password. If you" + \
" did not request that you had forgotten " + \
"your password, then you can safely ignore this e-mail." + \
" This expires in 24 hours.\n\nThank you,\nTFI"
utils.sendEmail(username, emailAddress, 'Forgotten Password', msg)
return ''
def stop_recording(e, config):
"""Process the process of recording being stopped"""
log = logging.getLogger('Conference')
owner = Session.query(ModeratorPin).get(getUnquotedHeader(e, 'Conference-Name'))
if owner is None:
log.warning('Error because we could not get owner.')
Session.remove()
return
confObj = Session.query(Conference).get(getUnquotedHeader(e, 'Conference-Unique-ID'))
if confObj is None:
log.info('Creating a new conference for conference id: %s' % getUnquotedHeader(e, 'Conference-Unique-ID'))
confObj = Conference(getUnquotedHeader(e, 'Conference-Unique-ID'), parseEventDate(e), unicode(getUnquotedHeader(e, 'Conference-Name')), unicode(getUnquotedHeader(e, 'Conference-Profile-Name')))
owner.conferences.append(confObj)
Session.add(confObj)
Session.flush()
actionObj = ConferenceAction(unicode(getUnquotedHeader(e, 'Action')),
unicode(getUnquotedHeader(e, 'Caller-Caller-ID-Name')),
unicode(getUnquotedHeader(e, 'Caller-Caller-ID-Number')),
unicode(getUnquotedHeader(e, 'Conference-Size')),
unicode(getUnquotedHeader(e, 'Member-Type')),
parseEventDate(e),
confObj.id)
confObj.actions.append(actionObj)
Session.add(actionObj)
log.debug('Conference %s has been created. Assigning the pointer.' % getUnquotedHeader(e, 'Conference-Name'))
confObj.recording = os.path.join(config.get('mp3', 'store_to'), getUnquotedHeader(e, 'Path').split('/').pop()[:-3] + 'mp3')
host = unicode(getUnquotedHeader(e, 'FreeSWITCH-IPv4'))
try:
try:
t = Thread(target=postRecordingThread, args=(config, getUnquotedHeader(e, 'Path'), confObj, host, owner))
t.start()
except:
log.exception('Could not run thread and commit to database!')
Session.remove()
return
finally:
try:
sendEmail(config, getUnquotedHeader(e, 'Path'), confObj, owner)
Session.commit()
Session.remove()
except Exception, e:
log.exception('Could not commit to database!')
Session.rollback()
Session.remove()
return
def sendEmailNow (**ka):
ok = u.sendEmail(**ka)
if ok and u.config('recordEmails'):
try:
m.SentEmail.create (**ka)
except: # (apiproxy_errors.OverQuotaError, BadValueError):
logging.exception("Error saving SentEmail in datastore")
def recognizeAndReport(recognizer, grayImage, rects, maxDistance,
noun='human'):
for x, y, w, h in rects:
crop = cv2.equalizeHist(grayImage[y:y+h, x:x+w])
labelAsInt, distance = recognizer.predict(crop)
labelAsStr = utils.intToFourChars(labelAsInt)
#print noun, labelAsStr, distance
if distance <= maxDistance:
fromAddr = '*****@*****.**' # TODO: Replace
toAddrList = ['*****@*****.**'] # TODO: Replace
ccAddrList = []
subject = 'Angora Blue'
message = 'We have sighted the %s known as %s.' % \
(noun, labelAsStr)
login = '******' # TODO: Replace
password = '******' # TODO: Replace
# TODO: Replace if not using Gmail.
smtpServer='smtp.gmail.com:587'
try:
problems = utils.sendEmail(
fromAddr, toAddrList, ccAddrList, subject,
message, login, password, smtpServer)
if problems:
print >> sys.stderr, 'Email problems:', problems
else:
return True
except socket.gaierror:
print >> sys.stderr, 'Unable to reach email server'
return False
def main():
result = []
gevent.joinall([
gevent.spawn(JDCrawler.run, good, threshold, result)
for good, threshold in JD_GOODS.items()
])
logger.info("Result: %s" % str(result))
if result:
try:
sendEmail(EMAIL_TO_ADDRS,
u'[%s] 京东价格爬取汇总' % time.strftime('%Y-%m-%d'),
'\n'.join(result))
except Exception, e:
logger.error("Send email failed, error: %s" % str(e))
else:
logger.info("Send email success")
def __addToBlacklistCount(self, user_id):
"""
Increments the blacklist counter for a given user, and returns a bool on whether the threshold is hit
"""
count = self.__blacklist.setdefault(user_id, 0) + 1
self.__blacklist[user_id] = count
if (count >= self.__blacklistThreshold):
text = "Netflix user_id: %s hit the blacklist threshold of %d 403/401 errors." % (user_id, self.__blacklistThreshold)
logs.info(text)
msg = {}
msg['to'] = '*****@*****.**'
msg['from'] = 'Stamped <*****@*****.**>'
msg['subject'] = 'Netflix blacklist threshold reached'
msg['body'] = text
utils.sendEmail(msg)
return True
return False
def do_alarm():
global already_sent_sms, already_sent, already_recording, t1_stop, t1
if not already_sent_sms and CONFIG['send_sms']:
log.info(" Sending sms through email...")
sendEmail(CONFIG['email_sms'], CONFIG['email_from_addr'],
'Motion detected',
'There\'s been movement detected in the house.',
CONFIG['email_smtp'], CONFIG['email_smtp_port'],
CONFIG['email_user'], CONFIG['email_passwd'])
already_sent_sms = 1
# GV sms
if not already_sent_sms and CONFIG['send_gv_sms']:
log.info(" Sending sms through GV...")
sendGVSMS(CONFIG['gv_user'], CONFIG['gv_passwd'], CONFIG['sms_num'],
'There\'s been movement detected in the house.')
already_sent_sms = 1
# email
if not already_sent and CONFIG['email_on_motion']:
log.info(" Sending email...")
sendEmail(CONFIG['email_send_to'], CONFIG['email_from_addr'],
'Motion detected',
'There\'s been movement detected in the house.',
CONFIG['email_smtp'], CONFIG['email_smtp_port'],
CONFIG['email_user'], CONFIG['email_passwd'])
already_sent = 1
# record
if not already_recording and CONFIG['record_on_motion']:
log.info(" Starting recording!")
t1_stop = threading.Event()
t1 = threading.Thread(target=startRecord, args=(
1,
t1_stop,
))
t1.start()
already_recording = 1
# arm camera
if CONFIG['arm_camera']:
armCamera(1)
# sound alarm
if CONFIG['sound_alarm']:
runAlarmCmd(1)
def sendFailLogEmail(self):
if len(self.__fails) == 0:
return
output = '<html>'
output += "<h3>RateLimiter RPC Server Failure on %s</h3>" % self.__stack_name
output += "<p>On stack '%s' instance '%s'.</p>" % (self.__stack_name, self.__node_name)
output += "<p><i>There were %s failed requests to the rpc server within the last %s seconds</i></p>" %\
(self.__fail_limit, self.__fail_period)
back_online = time.strftime('%m/%d/%Y %H:%M:%S', time.localtime(self.__blackout_start + self.__blackout_wait)) # Timestamp
output += "<p>Waiting for %s seconds. Will use local Rate Limiter service until: %s</p>" % (self.__blackout_wait, back_online)
output += '<h3>Fail Log</h3>'
output += '<table border=1 cellpadding=5>'
output += '<tr>'
labels = ['Timestamp', 'Exception']
for label in labels:
output += '<td style="font-weight:bold">%s</td>' % label
output += '</tr>'
for fail in self.__fails:
output += '<tr>'
output += '<td valign=top>%s</td>' % time.strftime('%m/%d/%Y %H:%M:%S', time.localtime(fail.timestamp)) # Timestamp
output += '<td valign=top>%s</td>' % fail.exception
output += '</tr>'
output += '</table>'
output += '</html>'
try:
email = {}
email['from'] = 'Stamped <*****@*****.**>'
email['to'] = '*****@*****.**'
email['subject'] = "%s RateLimiter RPC server failure" % self.__stack_name
email['body'] = output
utils.sendEmail(email, format='html')
except Exception as e:
print('UNABLE TO SEND EMAIL: %s' % e)
return output
def updatePassword(self, authUserId, password):
account = self._accountDB.getAccount(authUserId)
# Convert and store new password
password = auth.convertPasswordForStorage(password)
self._accountDB.updatePassword(authUserId, password)
# Remove refresh / access tokens
self._refreshTokenDB.removeRefreshTokensForUser(authUserId)
self._accessTokenDB.removeAccessTokensForUser(authUserId)
# If there is no email address associated with the account, we're done
if account.email is None:
return True
# Send confirmation email
msg = {}
msg['to'] = account.email
msg['from'] = 'Stamped <*****@*****.**>'
msg['subject'] = 'Stamped: Your Password Has Been Reset'
try:
base = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
path = os.path.join(base, 'alerts', 'templates', 'email_password_reset.html.j2')
template = open(path, 'r')
except Exception:
### TODO: Add error logging?
raise
params = {
'screen_name': account.screen_name,
'email_address': account.email,
}
msg['body'] = utils.parseTemplate(template, params)
utils.sendEmail(msg, format='html')
return True
def adduser_post():
if (logging_level > 29):
print("adding user")
info = request.json
if (info is None):
info = request.form
username = info['username'] # unique
password = info['password']
email = info['email'] # unique
# Check for uniqueness of username and email in db
e = db.emails.find_one({'email': email})
u = db.users.find_one({'username': username})
if (e is not None or u is not None): # one or both are not unique
if json_request():
return jsonify(status="error", error="Duplicate username"), 500
return render_template('add_user.html',
message="Username already taken")
# Record the email and username
db.emails.insert({'email': email})
db.users.insert({'username': username})
# Add account info to verification tables
key = utils.generateKey()
i = db.verification.insert({
'username': username,
'email': email,
'password': password,
'key': key
})
# Send email verfication
utils.sendEmail(key, email)
if json_request():
return jsonify(status="OK", key=key), 200
return render_template("verify.html")
def main():
log.info("Checking CPU frequency and temperature...")
t = get_cpu_temperature()
f = get_cpu_frequency()
if not all([f, t]):
log.error(
"Unable to retrieve frequency/temperature data from DHT22 CPU")
sys.exit(1)
if CONFIG['temp_in_fahrenheit']:
t = (t * (9.0 / 5.0)) + 32
sys.stdout.write("[%i,%0.1f]" % (f, t))
log.info("CPU Frequency / Temperature: %i, %0.1f" % (f, t))
log.info("Checking CPU temperature over threshold: %.1f > %.1f = %s" %
(t, float(CONFIG['cpu_temp_threshold']),
t > float(CONFIG['cpu_temp_threshold'])))
if (t > float(CONFIG['cpu_temp_threshold'])
and CONFIG['cpu_temp_threshold_alerts']):
try:
log.info("Attempting to send GV SMS...")
sendGVSMS(
CONFIG['gv_user'], CONFIG['gv_passwd'], CONFIG['sms_num'],
'CPU Temperature reading of: %0.1f degrees is over threshold!'
% t)
log.info("Attempting to send Email...")
sendEmail(
CONFIG['email_send_to'], CONFIG['email_from_addr'],
'CPU Temperature reading on mypihc',
'CPU Temperature reading of: %0.1f degress is over threshold!'
% t, CONFIG['email_smtp'], CONFIG['email_smtp_port'],
CONFIG['email_user'], CONFIG['email_passwd'])
except Exception, e:
log.error(str(e))
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 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 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 completor(url, specific):
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
if use_mcm:
mcm = McMClient(dev=False)
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
wfs = []
wfs.extend( session.query(Workflow).filter(Workflow.status == 'away').all() )
wfs.extend( session.query(Workflow).filter(Workflow.status.startswith('assistance')).all() )
## just take it in random order so that not always the same is seen
random.shuffle( wfs )
max_per_round = UC.get('max_per_round').get('completor',None)
if max_per_round and not specific: wfs = wfs[:max_per_round]
## by workflow a list of fraction / timestamps
completions = json.loads( open('%s/completions.json'%monitor_dir).read())
good_fractions = {}
timeout = {}
for c in CI.campaigns:
if 'force-complete' in CI.campaigns[c]:
good_fractions[c] = CI.campaigns[c]['force-complete']
if 'force-timeout' in CI.campaigns[c]:
timeout[c] = CI.campaigns[c]['force-timeout']
long_lasting = {}
overrides = getForceCompletes()
if use_mcm:
## add all workflow that mcm wants to get force completed
mcm_force = mcm.get('/restapi/requests/forcecomplete')
## assuming this will be a list of actual prepids
overrides['mcm'] = mcm_force
print "can force complete on"
print json.dumps( good_fractions ,indent=2)
print json.dumps( overrides, indent=2)
max_force = UC.get("max_force_complete")
#wfs_no_location_in_GQ = set()
#block_locations = defaultdict(lambda : defaultdict(list))
#wfs_no_location_in_GQ = defaultdict(list)
set_force_complete = set()
for wfo in wfs:
if specific and not specific in wfo.name: continue
print "looking at",wfo.name
## get all of the same
wfi = workflowInfo(url, wfo.name)
pids = wfi.getPrepIDs()
skip=False
if not any([c in wfo.name for c in good_fractions]): skip=True
for user,spec in overrides.items():
if wfi.request['RequestStatus']!='force-complete':
if any(s in wfo.name for s in spec) or (wfo.name in spec) or any(pid in spec for pid in pids) or any(s in pids for s in spec):
sendEmail('force-complete requested','%s is asking for %s to be force complete'%(user,wfo.name))
wfi = workflowInfo(url, wfo.name)
forceComplete(url , wfi )
skip=True
wfi.notifyRequestor("The workflow %s was force completed by request of %s"%(wfo.name,user), do_batch=False)
wfi.sendLog('completor','%s is asking for %s to be force complete'%(user,wfo.name))
break
if wfo.status.startswith('assistance'): skip = True
if skip:
continue
priority = wfi.request['RequestPriority']
if not 'Campaign' in wfi.request: continue
if not wfi.request['RequestStatus'] in ['acquired','running-open','running-closed']: continue
c = wfi.request['Campaign']
if not c in good_fractions: continue
good_fraction = good_fractions[c]
ignore_fraction = 2.
lumi_expected = None
event_expected = None
if not 'TotalInputEvents' in wfi.request:
if 'RequestNumEvents' in wfi.request:
event_expected = wfi.request['RequestNumEvents']
else:
print "truncated, cannot do anything"
continue
else:
lumi_expected = wfi.request['TotalInputLumis']
event_expected = wfi.request['TotalInputEvents']
now = time.mktime(time.gmtime()) / (60*60*24.)
running_log = filter(lambda change : change["Status"] in ["running-open","running-closed"],wfi.request['RequestTransition'])
if not running_log:
print "\tHas no running log"
# cannot figure out when the thing started running
continue
then = running_log[-1]['UpdateTime'] / (60.*60.*24.)
delay = now - then ## in days
(w,d) = divmod(delay, 7 )
print "\t"*int(w)+"Running since",delay,"[days] priority=",priority
monitor_delay = 7
allowed_delay = 14
if c in timeout:
allowed_delay = timeout[c]
monitor_delay = min(monitor_delay, allowed_delay)
### just skip if too early
if delay <= monitor_delay: continue
long_lasting[wfo.name] = { "delay" : delay }
percent_completions = {}
for output in wfi.request['OutputDatasets']:
if "/DQM" in output: continue ## that does not count
if not output in completions: completions[output] = { 'injected' : None, 'checkpoints' : [], 'workflow' : wfo.name}
## get completion fraction
event_count,lumi_count = getDatasetEventsAndLumis(dataset=output)
lumi_completion=0.
event_completion=0.
if lumi_expected:
lumi_completion = lumi_count / float( lumi_expected )
if event_expected:
event_completion = event_count / float( event_expected )
#take the less optimistic
percent_completions[output] = min( lumi_completion, event_completion )
completions[output]['checkpoints'].append( (now, event_completion ) )
if all([percent_completions[out] >= good_fraction for out in percent_completions]):
wfi.sendLog('completor', "all is above %s \n%s"%( good_fraction,
json.dumps( percent_completions, indent=2 )
))
else:
long_lasting[wfo.name].update({
'completion': sum(percent_completions.values()) / len(percent_completions),
'completions' : percent_completions
})
## do something about the agents this workflow is in
long_lasting[wfo.name]['agents'] = wfi.getAgents()
wfi.sendLog('completor', "%s not over bound %s\n%s"%(percent_completions.values(), good_fraction,
json.dumps( long_lasting[wfo.name]['agents'], indent=2) ))
continue
if all([percent_completions[out] >= ignore_fraction for out in percent_completions]):
print "all is done, just wait a bit"
continue
for output in percent_completions:
completions[output]['injected'] = then
#further check on delays
cpuh = wfi.getComputingTime(unit='d')
ran_at = wfi.request['SiteWhitelist']
wfi.sendLog('completor',"Required %s, time spend %s"%( cpuh, delay))
##### WILL FORCE COMPLETE BELOW
# only really force complete after n days
if delay <= allowed_delay: continue
## find ACDCs that might be running
if max_force>0:
forceComplete(url, wfi )
set_force_complete.add( wfo.name )
print "going for force-complete of",wfo.name
wfi.sendLog('completor','going for force completing')
wfi.notifyRequestor("The workflow %s was force completed for running too long"% wfo.name)
max_force -=1
else:
wfi.sendLog('completor',"too many completion this round, cannot force complete")
## do it once only for testing
#break
if set_force_complete:
sendLog('completor','The followings were set force-complete \n%s'%('\n'.join(set_force_complete)))
#sendEmail('set force-complete', 'The followings were set force-complete \n%s'%('\n'.join(set_force_complete)))
open('%s/completions.json'%monitor_dir,'w').write( json.dumps( completions , indent=2))
text="These have been running for long"
open('%s/longlasting.json'%monitor_dir,'w').write( json.dumps( long_lasting, indent=2 ))
for wf,info in sorted(long_lasting.items(), key=lambda tp:tp[1]['delay'], reverse=True):
delay = info['delay']
text += "\n %s : %s days"% (wf, delay)
if 'completion' in info:
text += " %d%%"%( info['completion']*100 )
#if wfs_no_location_in_GQ:
# sendEmail('workflow with no location in GQ',"there won't be able to run anytime soon\n%s"%( '\n'.join(wfs_no_location_in_GQ)))
#sendEmail("long lasting workflow",text)
## you can check the log
print text
print u'发送邮件...'
# utils.sendEmail(emailMsgIndent, subject)
# utils.sendEmail(emailMsgIndent)
utils.sendHtmlEmailFromDict(emailMsgArr, subject)
mainErrCnt = 0
except BaseException, e:
mainErrCnt += 1
print u'遇到未知错误'
logging.exception(e)
utils.append_log('%s re run main for %s time, ' % (ID, mainErrCnt))
title = '%s re run main for %s time, ' % (ID, mainErrCnt)
utils.appendUserInfoToDb(config.ID, timeStr, False, title)
if mainErrCnt > 10:
utils.sendEmail('%s terminate main' % ID)
print u'退出程序'
break
else:
if mainErrCnt > 3:
utils.sendEmail('%s re run main for %s time' %
(ID, mainErrCnt))
utils.sleep(60)
# 独立的
if likesErrCnt <= 5:
try:
urgentLevel = likesObj.checkCnt(urgentLevel, timeStr)
likesErrCnt = 0
except BaseException, e:
likesErrCnt += 1
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 batchor( url ):
UC = unifiedConfiguration()
SI = global_SI()
## get all workflows in assignment-approved with SubRequestType = relval
all_wfs = []
for user in UC.get("user_relval"):
all_wfs.extend( getWorkflows(url, 'assignment-approved', details=True, user=user, rtype='TaskChain') )
wfs = filter( lambda r :r['SubRequestType'] == 'RelVal' if 'SubRequestType' in r else False, all_wfs)
## need a special treatment for those
hi_wfs = filter( lambda r :r['SubRequestType'] == 'HIRelVal' if 'SubRequestType' in r else False, all_wfs)
by_campaign = defaultdict(set)
by_hi_campaign = defaultdict(set)
for wf in wfs:
print "Relval:",wf['RequestName'], wf['Campaign']
#by_campaign[wf['Campaign']].add( wf['RequestName'] )
by_campaign[wf['Campaign']].add( wf['PrepID'] )
for wf in hi_wfs:
print "HI Relval:",wf['RequestName'], wf['Campaign']
#by_hi_campaign[wf['Campaign']].add( wf['RequestName'] )
by_hi_campaign[wf['Campaign']].add( wf['PrepID'] )
default_setup = {
"go" :True,
"parameters" : {
"SiteWhitelist": [ "T1_US_FNAL" ],
"MergedLFNBase": "/store/relval",
"Team" : "relval",
"NonCustodialGroup" : "RelVal"
},
"custodial" : "T1_US_FNAL_MSS",
"custodial_override" : ["DQMIO"],
"phedex_group" : "RelVal",
"lumisize" : -1,
"fractionpass" : 0.0,
"maxcopies" : 1
}
default_hi_setup = copy.deepcopy( default_setup )
add_on = {}
batches = json.loads( open('batches.json').read() )
relval_routing = UC.get('relval_routing')
def pick_one_site( p):
## modify the parameters on the spot to have only one site
if "parameters" in p and "SiteWhitelist" in p["parameters"] and len(p["parameters"]["SiteWhitelist"])>1:
choose_from = list(set(p["parameters"]["SiteWhitelist"]) & set(SI.sites_ready))
picked = random.choice( choose_from )
print "picked",picked,"from",choose_from
p["parameters"]["SiteWhitelist"] = [picked]
for campaign in by_campaign:
if campaign in batches: continue
## get a bunch of information
setup = copy.deepcopy( default_setup )
for key in relval_routing:
if key in campaign:
## augment with the routing information
augment_with = relval_routing[key]
print "Modifying the batch configuration because of keyword",key
print "with",augment_with
setup = deep_update( setup, augment_with )
#if 'cc7' in campaign: setup["parameters"]["SiteWhitelist"] = ["T2_US_Nebraska"]
pick_one_site( setup )
add_on[campaign] = setup
sendLog('batchor','Adding the relval campaigns %s with parameters \n%s'%( campaign, json.dumps( setup, indent=2)),level='critical')
if not campaign in batches: batches[campaign] = []
batches[campaign] = list(set(list(copy.deepcopy( by_campaign[campaign] )) + batches[campaign] ))
for campaign in by_hi_campaign:
if campaign in batches: continue
## get a bunch of information
setup = copy.deepcopy( default_hi_setup )
hi_site = random.choice(["T1_DE_KIT","T1_FR_CCIN2P3"])
setup["parameters"]["SiteWhitelist"]=[ hi_site ]
#setup["parameters"]["SiteWhitelist"]=["T1_DE_KIT","T1_FR_CCIN2P3"]
pick_one_site( setup )
add_on[campaign] = setup
sendLog('batchor','Adding the HI relval campaigns %s with parameters \n%s'%( campaign, json.dumps( setup, indent=2)),level='critical')
if not campaign in batches: batches[campaign] = []
batches[campaign] = list(set(list(copy.deepcopy( by_hi_campaign[campaign] )) + batches[campaign] ))
open('batches.json','w').write( json.dumps( batches , indent=2 ) )
## open the campaign configuration
campaigns = json.loads( open('campaigns.relval.json').read() )
## protect for overwriting ??
for new_campaign in list(set(add_on.keys())-set(campaigns.keys())):
## this is new, and can be announced as such
print new_campaign,"is new stuff"
subject = "Request of RelVal samples batch %s"% new_campaign
text="""Dear all,
A new batch of relval workflows was requested.
Batch ID:
%s
Details of the workflows:
https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s
This is an automated message"""%( new_campaign,
new_campaign,
)
print subject
print text
to = ['*****@*****.**']
sendEmail(subject, text, destination=to)
sendLog('batchor',text, level='critical')
## go through all existing campaigns and remove the ones not in use anymore ?
for old_campaign in campaigns.keys():
all_in_batch = getWorkflowByCampaign(url, old_campaign, details=True)
is_batch_done = all(map(lambda s : not s in ['completed','running-open','running-closed','acquired','assigned','assignment-approved'], [wf['RequestStatus']for wf in all_in_batch]))
## check all statuses
if is_batch_done:
#print "batch",old_campaign,"can be closed or removed if necessary"
#campaigns[old_campaign]['go'] = False ## disable
campaigns.pop( old_campaign ) ## or just drop it all together ?
print "batch",old_campaign," configuration was removed"
## merge all anyways
campaigns.update( add_on )
## write it out for posterity
open('campaigns.json.updated','w').write(json.dumps( campaigns , indent=2))
## read back
rread = json.loads(open('campaigns.json.updated').read())
os.system('mv campaigns.json.updated campaigns.relval.json')
def injector(url, options, specific):
mlock = moduleLock()
if mlock(): return
use_mcm = True
up = componentInfo(soft=['mcm','wtc','jira'] )
if not up.check(): return
use_mcm = up.status['mcm']
UC = unifiedConfiguration()
transform_keywords = UC.get('convert_to_stepchain')
workflows = getWorkflows(url, status=options.wmstatus, user=options.user)
for user in UC.get("user_rereco"):
workflows.extend( getWorkflows(url, status=options.wmstatus, user=user, rtype="ReReco"))
for user in (options.user_relval.split(',') if options.user_relval else UC.get("user_relval")) :
workflows.extend( getWorkflows(url, status=options.wmstatus, user=user, rtype="TaskChain"))
for user in (options.user_storeresults.split(',') if options.user_storeresults else UC.get("user_storeresults")) :
workflows.extend( getWorkflows(url, status=options.wmstatus, user=user, rtype="StoreResults"))
print len(workflows),"in line"
cannot_inject = set()
to_convert = set()
status_cache = defaultdict(str)
## browse for assignment-approved requests, browsed for ours, insert the diff
for wf in workflows:
if specific and not specific in wf: continue
exists = session.query(Workflow).filter(Workflow.name == wf ).first()
if not exists:
wfi = workflowInfo(url, wf)
## check first that there isn't related here with something valid
can_add = True
## first try at finding a match
familly = session.query(Workflow).filter(Workflow.name.contains(wfi.request['PrepID'])).all()
if not familly:
pids = wfi.getPrepIDs()
req_familly = []
for pid in pids:
req_familly.extend( getWorkflowById( url, pid, details=True) )
familly = []
print len(req_familly),"members"
for req_member in req_familly:
#print "member",req_member['RequestName']
owfi = workflowInfo(url, req_member['RequestName'], request=req_member)
other_pids = owfi.getPrepIDs()
if set(pids) == set(other_pids):
## this is a real match
familly.extend( session.query(Workflow).filter(Workflow.name == req_member['RequestName']).all() )
for lwfo in familly:
if lwfo:
## we have it already
if not lwfo.status in ['forget','trouble','forget-unlock','forget-out-unlock']:
wfi.sendLog('injector',"Should not put %s because of %s %s"%( wf, lwfo.name,lwfo.status ))
sendLog('injector',"Should not put %s because of %s %s"%( wf, lwfo.name,lwfo.status ), level='critical')
print "Should not put",wf,"because of",lwfo.name,lwfo.status
cannot_inject.add( wf )
can_add = False
## add a check on validity of input datasets
_,prim,par,sec = wfi.getIO()
for d in list(prim)+list(par)+list(sec):
if not d in status_cache:
status_cache[d] = getDatasetStatus(d)
if status_cache[d] != 'VALID':
wfi.sendLog('injector',"One of the input is not VALID. %s : %s"%( d, status_cache[d]))
sendLog('injector',"One of the input of %s is not VALID. %s : %s"%( wf, d, status_cache[d]), level='critical')
can_add = False
#else:
# ##make sure that all blocks get closed
# closeAllBlocks(url, d)
## check for any file in phedex, to verify existence
_,ph_files,_,_ = getDatasetFiles(url, d)
if not ph_files and not ( 'StoreResults' == wfi.request.setdefault('RequestType',None) ):
wfi.sendLog('injector',"One of the input has no file in phedex: %s" % d )
sendLog('injector',"One of the input has no file in phedex: %s"% d, level='critical')
can_add = False
### ban some workflow that you don't like anymore
#outputs = wfi.request['OutputDatasets']
if not can_add: continue
## temporary hack to transform specific taskchain into stepchains
good_for_stepchain = wfi.isGoodToConvertToStepChain( keywords = transform_keywords)
#good_for_stepchain = wfi.isGoodToConvertToStepChain( keywords = None)
## match keywords and technical constraints
if (not options.no_convert) and good_for_stepchain and not wfi.isRelval():
to_convert.add( wf )
wfi.sendLog('injector','Transforming %s TaskChain into StepChain'%wf)
sendEmail('convertion to stepchain','Transforming %s TaskChain into StepChain'%wf)
wfi.sendLog('injector',"considering %s"%wf)
new_wf = Workflow( name = wf , status = options.setstatus, wm_status = options.wmstatus)
session.add( new_wf )
session.commit()
time.sleep(0.5)
else:
#print "already have",wf
pass
if cannot_inject:
#sendEmail('workflow duplicates','These workflow cannot be added in because of duplicates \n\n %s'%( '\n'.join(cannot_inject)))
sendLog('injector','These workflow cannot be added in because of duplicates \n\n %s'%( '\n'.join(cannot_inject)), level='critical')
for wf in to_convert:
os.system('./Unified/rejector.py --clone --to_step --comments \"Transform to StepChain\" %s'% wf)
## passing a round of invalidation of what needs to be invalidated
if use_mcm and (options.invalidate or True):
invalidator(url)
no_replacement = set()
#print "getting all transfers"
#all_transfers=session.query(Transfer).all()
#print "go!"
## pick up replacements
for wf in session.query(Workflow).filter(Workflow.status == 'trouble').all():
print wf.name
if specific and not specific in wf.name: continue
print wf.name
wfi = workflowInfo(url, wf.name )
wl = wfi.request #getWorkLoad(url, wf.name)
familly = getWorkflowById( url, wl['PrepID'] )
true_familly = []
for member in familly:
if member == wf.name: continue
fwl = getWorkLoad(url , member)
if options.replace:
if member != options.replace: continue
else:
if fwl['RequestDate'] < wl['RequestDate']: continue
if fwl['RequestType']=='Resubmission': continue
if fwl['RequestStatus'] in ['None',None,'new']: continue
if fwl['RequestStatus'] in ['rejected','rejected-archived','aborted','aborted-archived']: continue
true_familly.append( fwl )
if len(true_familly)==0:
#sendLog('injector','%s had no replacement'%wf.name, level='critical')
if wfi.isRelval():
#wfi.sendLog('injector','the workflow was found in trouble with no replacement. As a relval, there is no clean way to handle this.')
wfi.sendLog('injector','the workflow was found in trouble with no replacement. As a relval, there is no clean way to handle this. Setting forget')
wf.status = 'forget'
session.commit()
else:
wfi.sendLog('injector','the workflow was found in trouble with no replacement')
no_replacement.add( wf.name )
continue
else:
wfi.sendLog('injector','the workflow was found in trouble and has a replacement')
print wf.name,"has",len(familly),"familly members"
print wf.name,"has",len(true_familly),"true familly members"
##we cannot have more than one of them !!! pick the last one
if len(true_familly)>1:
#sendEmail('multiple wf','please take a look at injector for %s'%wf.name)
sendLog('injector','Multiple wf in line, will take the last one for %s \n%s'%( wf.name, ', '.join(fwl['RequestName'] for fwl in true_familly)), level='critical')
for fwl in true_familly[-1:]:
member = fwl['RequestName']
new_wf = session.query(Workflow).filter(Workflow.name == member).first()
if not new_wf:
sendLog('injector',"putting %s as replacement of %s"%( member, wf.name))
status = 'away'
if fwl['RequestStatus'] in ['assignment-approved']:
status = 'considered'
new_wf = Workflow( name = member, status = status, wm_status = fwl['RequestStatus'])
wf.status = 'forget'
session.add( new_wf )
else:
if new_wf.status == 'forget': continue
sendLog('injector',"getting %s as replacement of %s"%( new_wf.name, wf.name ))
wf.status = 'forget'
for tr in session.query(TransferImp).filter( TransferImp.workflow_id == wf.id).all():
## get all transfer working for the old workflow
existing = session.query(TransferImp).filter( TransferImp.phedexid == tr.phedexid).filter( TransferImp.workflow_id == new_wf.id).all()
tr.active = False ## disable the old one
if not existing:
## create the transfer object for the new dependency
tri = TransferImp( phedexid = tr.phedexid,
workflow = new_wf)
session.add( tri )
session.commit()
## don't do that automatically
#wf.status = 'forget'
session.commit()
if no_replacement:
#sendEmail('workflow with no replacement','%s \n are dangling there'%( '\n'.join(no_replacement)))
sendLog('injector','workflow with no replacement\n%s \n are dangling there'% ( '\n'.join(no_replacement)), level='critical')
conn.close()
errorCnt = 0
while True:
try:
print '========================='
sec, timestr = utils.init_time(time.localtime())
print timestr
for id in ID_ARR:
print '==='
print id
main(id, timestr)
print 'sleep %5d sec...' % sec
errorCnt = 0
time.sleep(sec)
except Exception, e:
errorCnt += 1
print u'遇到错误'
logging.exception(e)
if errorCnt <= 5:
print 'sleep 60 sec...'
time.sleep(60)
else:
msg = id + ' zhihu errorCnt > 5, stopped'
print msg
utils.sendEmail(msg)
break
finally:
pass
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 main():
options, args = parseCommandLine()
warnings = {}
# Verify that existing documents are valid
for collection in collections:
logs.info("Running checks for %s" % collection.__name__)
db = collection()
begin = time.time()
stats = {
'passed': 0,
'errors': [],
}
# Build handler
greenlets = [ gevent.spawn(handler, db, options) ]
# Build workers
for i in range(WORKER_COUNT):
greenlets.append(gevent.spawn(worker, db, collection, api, stats, options))
# Run!
gevent.joinall(greenlets)
passed = stats.pop('passed', 0)
errors = stats.pop('errors', [])
total = passed
print ('='*80)
print '%40s: %s' % ('PASSED', passed)
for k, v in stats.items():
print '%40s: %s' % (k, v)
total += int(v)
print ('-'*80)
print '%40s: %s%s Accuracy (%.2f seconds)' % (collection.__name__, int(100.0*passed/total*1.0), '%', (time.time()-begin))
print
if len(errors) > 0:
warnings[collection.__name__] = errors
for error in errors:
print error
print
# TODO: Repopulate missing documents
# Email dev if any errors come up
if libs.ec2_utils.is_ec2() and options.email:
if len(warnings) > 0:
try:
stack = libs.ec2_utils.get_stack().instance.stack
email = {}
email['from'] = 'Stamped <*****@*****.**>'
email['to'] = '*****@*****.**'
email['subject'] = '%s: Integrity Checker Failure' % stack
html = '<html><body><p>Integrity checker caught the following errors:</p>'
for k, v in warnings.iteritems():
html += '<hr><h3>%s</h3>' % k
for e in v:
html += ('<p><code>%s</code></p>' % e).replace('\n','<br>')
html += '</body></html>'
email['body'] = html
utils.sendEmail(email, format='html')
except Exception as e:
logs.warning('UNABLE TO SEND EMAIL: %s' % e)
def injector(url, options, specific):
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=["mcm"])
if not up.check():
return
use_mcm = up.status["mcm"]
workflows = getWorkflows(url, status=options.wmstatus, user=options.user)
existing = [wf.name for wf in session.query(Workflow).all()]
## browse for assignment-approved requests, browsed for ours, insert the diff
for wf in workflows:
if wf not in existing:
print "putting", wf
new_wf = Workflow(name=wf, status=options.setstatus, wm_status=options.wmstatus)
session.add(new_wf)
session.commit()
time.sleep(1)
existing = [wf.name for wf in session.query(Workflow).all()]
## passing a round of invalidation of what needs to be invalidated
if use_mcm and (options.invalidate or True):
invalidator(url)
## pick up replacements
for wf in session.query(Workflow).filter(Workflow.status == "trouble").all():
if specific and wf.name != specific:
continue
print wf.name
wl = getWorkLoad(url, wf.name)
familly = getWorkflowById(url, wl["PrepID"])
true_familly = []
for member in familly:
if member == wf.name:
continue
fwl = getWorkLoad(url, member)
if options.replace:
if member != options.replace:
continue
else:
if fwl["RequestDate"] < wl["RequestDate"]:
continue
if fwl["RequestType"] == "Resubmission":
continue
if fwl["RequestStatus"] in ["None", None]:
continue
true_familly.append(fwl)
if len(true_familly) == 0:
print wf.name, "ERROR has no replacement"
known = []
try:
known = json.loads(open("no_replacement.json").read())
except:
pass
if not wf.name in known:
sendEmail(
"workflow in %s with no replacement" % (wl["RequestStatus"]), "%s is dangling there" % (wf.name)
)
known.append(wf.name)
open("no_replacement.json", "w").write(json.dumps(known, indent=2))
continue
print wf.name, "has", len(familly), "familly members"
print wf.name, "has", len(true_familly), "true familly members"
for fwl in true_familly:
member = fwl["RequestName"]
new_wf = session.query(Workflow).filter(Workflow.name == member).first()
if not new_wf:
print "putting", member, "as replacement of", wf.name
status = "away"
if fwl["RequestStatus"] in ["assignment-approved"]:
status = "considered"
new_wf = Workflow(name=member, status=status, wm_status=fwl["RequestStatus"])
wf.status = "forget"
session.add(new_wf)
else:
if new_wf.status == "forget":
continue
print "getting", new_wf.name, "as replacement of", wf.name
wf.status = "forget"
for tr in session.query(Transfer).all():
if wf.id in tr.workflows_id:
sw = copy.deepcopy(tr.workflows_id)
sw.remove(wf.id)
sw.append(new_wf.id)
tr.workflows_id = sw
print tr.phedexid, "got", new_wf.name
if new_wf.status != "away":
print "\t setting it considered"
new_wf.status = "considered"
session.commit()
## don't do that automatically
# wf.status = 'forget'
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()
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))
sys.exit(1)
for out in all_outs:
if out.workflow.status in ['done-unlock','done','clean','clean-out','clean-unlock']:
out_week = int(time.strftime("%W",time.gmtime(out.date)))
if last_week==out_week:
(_,_,_,tier) = out.datasetname.split('/')
ds[tier].append( out.datasetname )
n_produced+=1
text="""Dear all,
The folowing %d datasets have been produced last week:
"""%(n_produced)
for t in sorted(ds):
text +="%d with datatier: %s \n"%( len(ds[t]), t)
for d in sorted(ds[t]):
text += "\t"+d+"\n"
text += '\n'
text+="\n\n Regards,\nthe production team\n\nThis is an automated message."
print text
sendEmail(subject, text, destination=['*****@*****.**'])
#sendEmail(subject, text)
def completor(url, specific):
mlock = moduleLock(silent=True)
if mlock(): return
use_mcm = True
up = componentInfo(soft=['mcm', 'wtc', 'jira'])
if not up.check(): return
use_mcm = up.status['mcm']
if use_mcm:
mcm = McMClient(dev=False)
safe_mode = False
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
JC = JIRAClient() if up.status.get('jira', False) else None
wfs = []
wfs.extend(session.query(Workflow).filter(Workflow.status == 'away').all())
wfs.extend(
session.query(Workflow).filter(
Workflow.status.startswith('assistance')).all())
## just take it in random order so that not always the same is seen
random.shuffle(wfs)
max_per_round = UC.get('max_per_round').get('completor', None)
if max_per_round and not specific: wfs = wfs[:max_per_round]
all_stuck = set()
## take into account what stagor was saying
for itry in range(5):
try:
all_stuck.update(
json.loads(eosRead('%s/stuck_transfers.json' %
monitor_pub_dir)))
break
except:
time.sleep(2)
for itry in range(5):
try:
## take into account the block that needed to be repositioned recently
all_stuck.update([
b.split('#')[0] for b in json.loads(
eosRead('%s/missing_blocks.json' % monitor_dir))
])
break
except:
time.sleep(2)
## take into account all stuck block and dataset from transfer team
all_stuck.update(getAllStuckDataset())
good_fractions = {}
overdoing_fractions = {}
truncate_fractions = {}
timeout = {}
campaign_injection_delay = {}
for c in CI.campaigns:
if 'force-complete' in CI.campaigns[c]:
good_fractions[c] = CI.campaigns[c]['force-complete']
if 'truncate-complete' in CI.campaigns[c]:
truncate_fractions[c] = CI.campaigns[c]['truncate-complete']
if 'force-timeout' in CI.campaigns[c]:
timeout[c] = CI.campaigns[c]['force-timeout']
if 'injection-delay' in CI.campaigns[c]:
campaign_injection_delay[c] = CI.campaigns[c]['injection-delay']
if 'overdoing-complete' in CI.campaigns[c]:
overdoing_fractions[c] = CI.campaigns[c]['overdoing-complete']
long_lasting = {}
WI = wtcInfo()
overrides = WI.getForce()
if use_mcm:
## add all workflow that mcm wants to get force completed
mcm_force = mcm.get('/restapi/requests/forcecomplete')
## assuming this will be a list of actual prepids
overrides['mcm'] = mcm_force
print "can force complete on"
print json.dumps(good_fractions, indent=2)
print "can truncate complete on"
print json.dumps(truncate_fractions, indent=2)
print "can overide on"
print json.dumps(overrides, indent=2)
max_force = UC.get("max_force_complete")
max_priority = UC.get("max_tail_priority")
injection_delay_threshold = UC.get("injection_delay_threshold")
injection_delay_priority = UC.get("injection_delay_priority")
delay_priority_increase = UC.get("delay_priority_increase")
default_fraction_overdoing = UC.get('default_fraction_overdoing')
set_force_complete = set()
# priority and time above which to fire a JIRA
jira_priority_and_delays = {
110000: 21,
90000: 28,
# 80000 : 60,
#0 : 90
}
for wfo in wfs:
if specific and not specific in wfo.name: continue
print "looking at", wfo.name
## get all of the same
wfi = workflowInfo(url, wfo.name)
pids = wfi.getPrepIDs()
skip = False
campaigns = wfi.getCampaigns()
#if not any([c in good_fractions.keys() for c in campaigns]): skip=True
#if not any([c in truncate_fractions.keys() for c in campaigns]): skip=True
for user, spec in overrides.items():
if not spec: continue
spec = filter(None, spec)
if not wfi.request['RequestStatus'] in [
'force-complete', 'completed'
]:
if any(s in wfo.name
for s in spec) or (wfo.name in spec) or any(
pid in spec for pid in pids) or any(s in pids
for s in spec):
wfi = workflowInfo(url, wfo.name)
forceComplete(url, wfi)
skip = True
wfi.notifyRequestor(
"The workflow %s was force completed by request of %s"
% (wfo.name, user),
do_batch=False)
wfi.sendLog(
'completor',
'%s is asking for %s to be force complete' %
(user, wfo.name))
break
if wfo.status.startswith('assistance'): skip = True
if skip:
continue
priority = wfi.request['RequestPriority']
if not 'Campaign' in wfi.request: continue
if not wfi.request['RequestStatus'] in [
'acquired', 'running-open', 'running-closed'
]:
continue
## until we can map the output to task ...
output_per_task = wfi.getOutputPerTask(
) ## can use that one, and follow mapping
good_fraction_per_out = {}
good_fraction_nodelay_per_out = {}
truncate_fraction_per_out = {}
#allowed_delay_per_out = {}
for task, outs in output_per_task.items():
task_campaign = wfi.getCampaignPerTask(task)
for out in outs:
good_fraction_per_out[out] = good_fractions.get(
task_campaign, 1000.)
good_fraction_nodelay_per_out[out] = overdoing_fractions.get(
task_campaign, default_fraction_overdoing)
truncate_fraction_per_out[out] = truncate_fractions.get(
task_campaign, 1000.)
#allowed_delay_per_out[out] = timeout.get(task_campaign, 14)
#print "force at", json.dumps( good_fraction_per_out, indent=2)
#print "truncate at",json.dumps( truncate_fraction_per_out, indent=2)
now = time.mktime(time.gmtime()) / (60 * 60 * 24.)
priority_log = filter(lambda change: change['Priority'] == priority,
wfi.request.get('PriorityTransition', []))
if not priority_log:
print "\tHas no priority log"
priority_delay = 0
else:
then = max([change['UpdateTime']
for change in priority_log]) / (60. * 60. * 24.)
priority_delay = now - then ## in days
print "priority was set to", priority, priority_delay, "[days] ago"
running_log = filter(
lambda change: change["Status"
] in ["running-open", "running-closed"],
wfi.request['RequestTransition'])
if not running_log:
print "\tHas no running log"
delay = 0
else:
then = max([change['UpdateTime']
for change in running_log]) / (60. * 60. * 24.)
delay = now - then ## in days
#further check on delays
cpuh = wfi.getComputingTime(unit='d')
wfi.sendLog(
'completor',
"Requires %.1f [CPUd], running since %.1f [day], last priority change to %d done %.1f [day] ago"
% (cpuh, delay, priority, priority_delay))
if priority_delay != 0 and priority_delay < delay:
## regardless when it started running, set the delay to when priority was changed last
delay = priority_delay
## this is supposed to be the very initial request date, inherited from clones
injection_delay = None
original = wfi
if 'OriginalRequestName' in original.request:
## go up the clone chain
original = workflowInfo(url,
original.request['OriginalRequestName'])
injected_log = filter(
lambda change: change["Status"] in ["assignment-approved"],
original.request['RequestTransition'])
if injected_log:
injected_on = injected_log[-1]['UpdateTime'] / (60. * 60. * 24.)
injection_delay = now - injected_on
delay_for_priority_increase = injection_delay
#delay_for_priority_increase = delay
(w, d) = divmod(delay, 7)
print "\t" * int(
w) + "Running since", delay, "[days] priority=", priority
pop_a_jira = False
ping_on_jira = 7 * (24 * 60 * 60) # 7 days
for jp, jd in jira_priority_and_delays.items():
if priority >= jp and delay >= jd: pop_a_jira = True
if pop_a_jira and JC:
j, reopened, just_created = JC.create_or_last(
prepid=wfi.request['PrepID'],
priority=wfi.request['RequestPriority'],
label='Late',
reopen=True)
last_time = JC.last_time(j)
since_last_ping = time.mktime(time.gmtime()) - last_time
if since_last_ping > ping_on_jira or just_created:
j_comment = "Running since %.1f [days] at priority %d" % (
delay, priority)
JC.comment(j.key, j_comment)
if delay_for_priority_increase != None and delay_for_priority_increase > injection_delay_threshold and priority >= injection_delay_priority:
quantized = 5000 ## quantize priority
tail_cutting_priority = wfi.request['InitialPriority'] + int(
(delay_priority_increase *
(delay_for_priority_increase - injection_delay_threshold) / 7)
/ quantized) * quantized
tail_cutting_priority += 101 ## to signal it is from this mechanism
tail_cutting_priority = min(
400000, tail_cutting_priority) ## never go above 400k priority
tail_cutting_priority = max(
tail_cutting_priority,
priority) ## never go below the current value
if priority < tail_cutting_priority:
if max_priority:
sendLog(
'completor',
"%s Injected since %s [days] priority=%s, increasing to %s"
% (wfo.name, delay_for_priority_increase, priority,
tail_cutting_priority),
level='critical')
wfi.sendLog(
'completor',
'bumping priority to %d for being injected since %s' %
(tail_cutting_priority, delay_for_priority_increase))
reqMgrClient.changePriorityWorkflow(
url, wfo.name, tail_cutting_priority)
max_priority -= 1
else:
sendLog(
'completor',
"%s Injected since %s [days] priority=%s, would like to increase to %s"
% (wfo.name, delay_for_priority_increase, priority,
tail_cutting_priority),
level='critical')
wfi.sendLog(
'completor',
'would like to bump priority to %d for being injected since %s'
% (tail_cutting_priority, delay_for_priority_increase))
print "Could be changing the priority to higher value, but too many already were done"
_, prim, _, _ = wfi.getIO()
is_stuck = all_stuck & prim
if is_stuck:
wfi.sendLog('completor', '%s is stuck' % ','.join(is_stuck))
monitor_delay = 7
allowed_delay = max([timeout.get(c, 14) for c in campaigns])
monitor_delay = min(monitor_delay, allowed_delay)
### just skip if too early, just for the sake of not computing the completion fraction just now.
# maybe this is fast enough that we can do it for all
if delay <= monitor_delay:
print "not enough time has passed yet"
continue
long_lasting[wfo.name] = {
"delay": delay,
"injection_delay": injection_delay
}
percent_completions = wfi.getCompletionFraction(caller='completor')
if not percent_completions:
sendLog('completor',
'%s has no output at all' % wfo.name,
level='critical')
continue
is_over_allowed_delay = (all([
percent_completions[out] >= good_fraction_per_out.get(out, 1000.)
for out in percent_completions
]) and delay >= allowed_delay)
is_over_truncation_delay = (is_stuck and (all([
percent_completions[out] >= truncate_fraction_per_out.get(
out, 1000.) for out in percent_completions
])) and delay >= allowed_delay)
is_over_completion = (all([
percent_completions[out] >= good_fraction_nodelay_per_out.get(
out, 1000.) for out in percent_completions
]))
if is_over_completion:
wfi.sendLog(
'completor', "all is over completed %s\n %s" %
(json.dumps(good_fraction_nodelay_per_out, indent=2),
json.dumps(percent_completions, indent=2)))
elif is_over_allowed_delay:
wfi.sendLog(
'completor', "all is above %s \n%s" %
(json.dumps(good_fraction_per_out, indent=2),
json.dumps(percent_completions, indent=2)))
elif is_over_truncation_delay:
wfi.sendLog(
'completor',
"all is above %s truncation level, and the input is stuck\n%s"
% (json.dumps(truncate_fraction_per_out, indent=2),
json.dumps(percent_completions, indent=2)))
else:
long_lasting[wfo.name].update({
'completion':
sum(percent_completions.values()) / len(percent_completions),
'completions':
percent_completions
})
## do something about the agents this workflow is in
long_lasting[wfo.name]['agents'] = wfi.getAgents()
wfi.sendLog(
'completor',
"%s not over bound \ncomplete at %s \n truncate at %s \nRunning %s"
% (json.dumps(percent_completions, indent=2),
json.dumps(good_fraction_per_out, indent=2),
json.dumps(truncate_fraction_per_out, indent=2),
json.dumps(long_lasting[wfo.name]['agents'], indent=2)))
continue
#for output in percent_completions:
# completions[output]['injected'] = then
ran_at = wfi.request['SiteWhitelist']
wfi.sendLog('completor', "Required %s, time spend %s" % (cpuh, delay))
##### WILL FORCE COMPLETE BELOW
# only really force complete after n days
## find ACDCs that might be running
if max_force > 0:
print "going for force-complete of", wfo.name
if not safe_mode:
forceComplete(url, wfi)
set_force_complete.add(wfo.name)
wfi.sendLog('completor', 'going for force completing')
wfi.notifyRequestor(
"The workflow %s was force completed for running too long"
% wfo.name)
max_force -= 1
else:
sendEmail(
'completor',
'The workflow %s is ready for force complete, but completor is in safe mode'
% wfo.name)
else:
wfi.sendLog(
'completor',
"too many completion this round, cannot force complete")
if set_force_complete:
sendLog(
'completor', 'The followings were set force-complete \n%s' %
('\n'.join(set_force_complete)))
#open('%s/completions.json'%monitor_dir,'w').write( json.dumps( completions , indent=2))
text = "These have been running for long"
#open('%s/longlasting.json'%monitor_dir,'w').write( json.dumps( long_lasting, indent=2 ))
eosFile('%s/longlasting.json' % monitor_dir,
'w').write(json.dumps(long_lasting, indent=2)).close()
for wf, info in sorted(long_lasting.items(),
key=lambda tp: tp[1]['delay'],
reverse=True):
delay = info['delay']
text += "\n %s : %s days" % (wf, delay)
if 'completion' in info:
text += " %d%%" % (info['completion'] * 100)
print text
logs= filter(lambda change : change["Status"]==status, wf['RequestTransition'])
if logs:
return logs[-1]['UpdateTime']
else:
return None
delays={'assignment-approved' : (7,14),
'new':(7,14),
'completed':(14,21),
'closed-out':(14,21),
}
warnings=defaultdict(set)
for checkin,(warn,timeout) in delays.items():
wfs = getWorkflows(url, checkin, user=None, details=True)
for wf in wfs:
if not 'backfill' in wf['RequestName'].lower(): continue
transition = transitiontime(wf,checkin)
if transition and (now - transition)>(timeout*24*60*60):
## that can go away
print wf['RequestName'],"is old enough to be removed",wf['RequestStatus']
reqMgrClient.invalidateWorkflow(url, wf['RequestName'], current_status=wf['RequestStatus'])
elif transition and (now - transition)>(warn*24*60*60):
## warn requester
print wf['RequestName'],"is old enough to be removed",wf['RequestStatus']
warnings[wf['Requestor']].add( wf['RequestName'] )
for who in warnings:
sendEmail('Old Backfill in the system','The following backfill should be removed or moved to rejected/announced\n\n%s'%('\n'.join(sorted(warnings[who]))), destination=[who+'@cern.ch'])
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))
server.starttls()
message = "New Delta Text password: "******"UPDATE secretary SET password = %s WHERE ID = %s ",
(hashed_pwd, 1))
cnx.commit()
# Logging in to server
server.login("*****@*****.**", "password")
# Send the email
try:
sendEmail()
except:
print "<p>There was a problem sending the password to emails</p>"
else:
print "<p>New Password Sent to your emails</p>"
print "<a href='http://localhost/secretary.html'>Return to Log In</a>"
# If user clicks 'Change Password'
if 'changeP' in form:
changePass("")
if 'submitP' in form and 'oldpw' not in form:
changePass("Must Enter Current Password")
elif 'submitP' in form and 'newpw' not in form or 'submitP' in form and \
'newpw2' not in form:
changePass("Must Enter New Password")
def stagor(url, specific=None, options=None):
if not componentInfo().check(): return
SI = siteInfo()
CI = campaignInfo()
UC = unifiedConfiguration()
TS = transferStatuses()
cached_transfer_statuses = TS.content()
transfer_statuses = {}
done_by_wf_id = {}
done_by_input = {}
completion_by_input = {}
good_enough = 100.0
lost_blocks = json.loads(
eosRead('%s/lost_blocks_datasets.json' % monitor_dir))
lost_files = json.loads(
eosRead('%s/lost_files_datasets.json' % monitor_dir))
known_lost_blocks = {}
known_lost_files = {}
for dataset in set(lost_blocks.keys() + lost_files.keys()):
b, f = findLostBlocksFiles(url, dataset)
if dataset in lost_blocks and not b:
print dataset, "has no really lost blocks"
else:
known_lost_blocks[dataset] = [i['name'] for i in b]
if dataset in lost_files and not f:
print dataset, "has no really lost files"
else:
known_lost_files[dataset] = [i['name'] for i in f]
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())
time_point("Check cached transfer")
## collect all datasets that are needed for wf in staging, correcting the status of those that are not really in staging
wfois = []
needs = defaultdict(list)
needs_by_priority = defaultdict(list)
for wfo in session.query(Workflow).filter(
Workflow.status == 'staging').all():
wfi = workflowInfo(url, wfo.name)
if wfi.request['RequestStatus'] in [
'running-open', 'running-closed', 'completed', 'assigned',
'acquired'
]:
wfi.sendLog('stagor',
"is in status %s" % wfi.request['RequestStatus'])
wfo.status = 'away'
session.commit()
continue
if not wfi.request['RequestStatus'] in ['assignment-approved']:
## should be setting 'away' too
## that usually happens for relvals
if wfi.request['RequestStatus'] in [
'rejected', 'aborted', 'aborted-completed',
'aborted-archived', 'rejected-archived'
] and wfi.isRelval():
wfo.status = 'forget'
session.commit()
continue
else:
print wfo.name, "is", wfi.request['RequestStatus']
#sendEmail("wrong status in staging. debug","%s is in %s, should set away."%(wfo.name,wfi.request['RequestStatus']))
sendLog("stagor",
"%s is in %s, set away" %
(wfo.name, wfi.request['RequestStatus']),
level='critical')
wfo.status = 'away'
session.commit()
continue
wfois.append((wfo, wfi))
_, primaries, _, secondaries = wfi.getIO()
for dataset in list(primaries) + list(secondaries):
needs[wfo.name].append(dataset)
done_by_input[dataset] = {}
completion_by_input[dataset] = {}
needs_by_priority[wfi.request['RequestPriority']].append(dataset)
wfi.sendLog('stagor', '%s needs %s' % (wfo.name, dataset))
time_point("Check staging workflows")
open('%s/dataset_requirements.json' % monitor_dir,
'w').write(json.dumps(needs, indent=2))
for prio in needs_by_priority:
needs_by_priority[prio] = list(set(needs_by_priority[prio]))
open('%s/dataset_priorities.json' % monitor_dir,
'w').write(json.dumps(needs_by_priority, indent=2))
dataset_endpoints = defaultdict(set)
endpoint_in_downtime = defaultdict(set)
#endpoint_completed = defaultdict(set)
endpoint_incompleted = defaultdict(set)
#endpoint = defaultdict(set)
send_back_to_considered = set()
## first check if anything is inactive
all_actives = set([
transfer.phedexid for transfer in session.query(TransferImp).filter(
TransferImp.active).all()
])
for active_phedexid in all_actives:
skip = True
transfers_phedexid = session.query(TransferImp).filter(
TransferImp.phedexid == active_phedexid).all()
for imp in transfers_phedexid:
if imp.workflow.status == 'staging':
skip = False
sendLog(
'stagor', "\t%s is staging for %s" %
(imp.phedexid, imp.workflow.name))
if skip:
sendLog('stagor', "setting %s inactive" % active_phedexid)
for imp in transfers_phedexid:
imp.active = False
session.commit()
all_actives = sorted(
set([
transfer.phedexid for transfer in session.query(
TransferImp).filter(TransferImp.active).all()
]))
for phedexid in all_actives:
if specific: continue
## check on transfer completion
not_cached = False
if phedexid in cached_transfer_statuses:
### use a cache for transfer that already looked done
sendLog('stagor', "read %s from cache" % phedexid)
checks = cached_transfer_statuses[phedexid]
else:
## I actually would like to avoid that all I can
sendLog('stagor',
'Performing spurious transfer check on %s' % phedexid,
level='critical')
checks = checkTransferStatus(url, phedexid, nocollapse=True)
try:
print json.dumps(checks, indent=2)
except:
print checks
if not checks:
## this is going to bias quite heavily the rest of the code. we should abort here
#sendLog('stagor','Ending stagor because of skewed input from checkTransferStatus', level='critical')
#return False
sendLog(
'stagor',
'Stagor has got a skewed input from checkTransferStatus',
level='critical')
checks = {}
pass
else:
TS.add(phedexid, checks)
time_point("Check transfer status %s" % phedexid, sub_lap=True)
if not specific:
for dsname in checks:
if not dsname in done_by_input: done_by_input[dsname] = {}
if not dsname in completion_by_input:
completion_by_input[dsname] = {}
done_by_input[dsname][phedexid] = all(
map(lambda i: i >= good_enough, checks[dsname].values()))
completion_by_input[dsname][phedexid] = checks[dsname].values()
if checks:
sendLog(
'stagor', "Checks for %s are %s" %
(phedexid, [node.values() for node in checks.values()]))
done = all(
map(
lambda i: i >= good_enough,
list(
itertools.chain.from_iterable(
[node.values() for node in checks.values()]))))
else:
## it is empty, is that a sign that all is done and away ?
if not_cached:
print "Transfer status was not cached"
else:
print "ERROR with the scubscriptions API of ", phedexid
print "Most likely something else is overiding the transfer request. Need to work on finding the replacement automatically, if the replacement exists"
done = False
transfers_phedexid = session.query(TransferImp).filter(
TransferImp.phedexid == phedexid).all()
for imp in transfers_phedexid:
tr_wf = imp.workflow
if tr_wf: # and tr_wf.status == 'staging':
if not tr_wf.id in done_by_wf_id: done_by_wf_id[tr_wf.id] = {}
done_by_wf_id[tr_wf.id][phedexid] = done
if done:
imp.active = False
session.commit()
for ds in checks:
for s, v in checks[ds].items():
dataset_endpoints[ds].add(s)
if done:
sendLog('stagor', "%s is done" % phedexid)
TS.add(phedexid, checks)
else:
sendLog(
'stagor',
"%s is not finished %s" % (phedexid, pprint.pformat(checks)))
##pprint.pprint( checks )
## check if the destination is in down-time
for ds in checks:
sites_incomplete = [
SI.SE_to_CE(s) for s, v in checks[ds].items()
if v < good_enough
]
sites_incomplete_down = [
s for s in sites_incomplete if not s in SI.sites_ready
]
## no space means no transfer should go there : NO, it does not work in the long run
#sites_incomplete_down = [SI.SE_to_CE(s) for s,v in checks[ds].items() if (v<good_enough and (SI.disk[s]==0 or (not SI.SE_to_CE(s) in SI.sites_ready)))]
if sites_incomplete_down:
sendLog(
'stagor',
"%s are in downtime, while waiting for %s to get there"
% (",".join(sites_incomplete_down), ds))
endpoint_in_downtime[ds].update(sites_incomplete_down)
if sites_incomplete:
endpoint_incompleted[ds].update(sites_incomplete)
time_point("Check on-going transfers")
print "End points"
for k in dataset_endpoints:
dataset_endpoints[k] = list(dataset_endpoints[k])
print json.dumps(dataset_endpoints, indent=2)
print "End point in down time"
for k in endpoint_in_downtime:
endpoint_in_downtime[k] = list(endpoint_in_downtime[k])
print json.dumps(endpoint_in_downtime, indent=2)
print "End point incomplete in down time"
for k in endpoint_incompleted:
endpoint_incompleted[k] = list(endpoint_incompleted[k])
print json.dumps(endpoint_incompleted, indent=2)
#open('%s/transfer_statuses.json'%monitor_dir,'w').write( json.dumps( transfer_statuses, indent=2))
eosFile('%s/transfer_statuses.json' % monitor_dir,
'w').write(json.dumps(TS.content(), indent=2)).close()
eosFile('%s/dataset_endpoints.json' % monitor_dir,
'w').write(json.dumps(dataset_endpoints, indent=2)).close()
already_stuck = json.loads(
eosRead('%s/stuck_transfers.json' % monitor_pub_dir)).keys()
already_stuck.extend(getAllStuckDataset())
missing_in_action = defaultdict(list)
print "-" * 10, "Checking on workflows in staging", "-" * 10
#forget_about = ['/MinBias_TuneCUETP8M1_13TeV-pythia8/RunIISummer15GS-MCRUN2_71_V1-v2/GEN-SIM']
#for what in forget_about:
# if not done_by_input[what]:
# done_by_input[what] = {'fake':True}
## come back to workflows and check if they can go
available_cache = defaultdict(lambda: defaultdict(float))
presence_cache = defaultdict(dict)
time_point("Preparing for more")
for wfo, wfi in wfois:
print "#" * 30
time_point("Forward checking %s" % wfo.name, sub_lap=True)
## the site white list takes site, campaign, memory and core information
(_, primaries, _, secondaries,
sites_allowed) = wfi.getSiteWhiteList(verbose=False)
se_allowed = [SI.CE_to_SE(site) for site in sites_allowed]
se_allowed.sort()
se_allowed_key = ','.join(se_allowed)
readys = {}
for need in list(primaries) + list(secondaries):
if not need in done_by_input:
wfi.sendLog('stagor', "missing transfer report for %s" % need)
readys[need] = False
## should warn someone about this !!!
## it cannot happen, by construction
sendEmail('missing transfer report',
'%s does not have a transfer report' % (need))
continue
if not done_by_input[need] and need in list(secondaries):
wfi.sendLog(
'stagor',
"assuming it is OK for secondary %s to have no attached transfers"
% need)
readys[need] = True
done_by_input[need] = {"fake": True}
continue
if len(done_by_input[need]) and all(done_by_input[need].values()):
wfi.sendLog('stagor', "%s is ready" % need)
print json.dumps(done_by_input[need], indent=2)
readys[need] = True
else:
wfi.sendLog(
'stagor', "%s is not ready \n%s" %
(need, json.dumps(done_by_input[need], indent=2)))
readys[need] = False
if readys and all(readys.values()):
if wfo.status == 'staging':
wfi.sendLog('stagor',
"all needs are fullfilled, setting staged")
wfo.status = 'staged'
session.commit()
else:
wfi.sendLog('stagor', "all needs are fullfilled, already")
print json.dumps(readys, indent=2)
else:
wfi.sendLog('stagor', "missing requirements")
copies_needed, _ = wfi.getNCopies()
jump_ahead = False
re_transfer = False
## there is missing input let's do something more elaborated
for need in list(primaries): #+list(secondaries):
if endpoint_in_downtime[need] and endpoint_in_downtime[
need] == endpoint_incompleted[need]:
#print need,"is going to an end point in downtime"
wfi.sendLog(
'stagor',
"%s has only incomplete endpoint in downtime\n%s" %
(need, endpoint_in_downtime[need]))
re_transfer = True
if not se_allowed_key in available_cache[need]:
available_cache[need][
se_allowed_key] = getDatasetBlocksFraction(
url, need, sites=se_allowed)
if available_cache[need][se_allowed_key] >= copies_needed:
wfi.sendLog(
'stagor',
"assuming it is OK to move on like this already for %s"
% need)
jump_ahead = True
else:
wfi.sendLog(
'stagor', "Available %s times" %
available_cache[need][se_allowed_key])
missing_and_downtime = list(
set(endpoint_in_downtime[need])
& set(endpoint_incompleted[need]))
if missing_and_downtime:
wfi.sendLog(
'stagor',
"%s is incomplete at %s which is in downtime, trying to move along"
% (need, ','.join(missing_and_downtime)))
jump_ahead = True
else:
wfi.sendLog(
'stagor',
"continue waiting for transfers for optimum production performance."
)
## compute a time since staging to filter jump starting ?
# check whether the inputs is already in the stuck list ...
for need in list(primaries) + list(secondaries):
if need in already_stuck:
wfi.sendLog('stagor',
"%s is stuck, so try to jump ahead" % need)
jump_ahead = True
if jump_ahead or re_transfer:
details_text = "checking on availability for %s to jump ahead" % wfo.name
details_text += '\n%s wants %s copies' % (wfo.name,
copies_needed)
copies_needed = max(1, copies_needed - 1)
details_text += '\nlowering by one unit to %s' % copies_needed
wfi.sendLog('stagor', details_text)
all_check = True
prim_where = set()
for need in list(primaries):
if not se_allowed_key in presence_cache[need]:
presence_cache[need][
se_allowed_key] = getDatasetPresence(
url, need, within_sites=se_allowed)
presence = presence_cache[need][se_allowed_key]
prim_where.update(presence.keys())
available = available_cache[need][se_allowed_key]
this_check = (available >= copies_needed)
wfi.sendLog(
'stagor', "%s is available %s times (%s), at %s" %
(need, available, this_check, se_allowed_key))
all_check &= this_check
if not all_check: break
for need in list(secondaries):
## I do not want to check on the secon
## this below does not function because the primary could be all available, and the secondary not complete at a certain site that does not matter at that point
this_check = all(done_by_input[need].values())
wfi.sendLog(
'stagor', "%s is this much transfered %s" %
(need, json.dumps(done_by_input[need], indent=2)))
all_check &= this_check
#if not se_allowed_key in presence_cache[need]:
# presence_cache[need][se_allowed_key] = getDatasetPresence( url, need , within_sites=se_allowed)
## restrict to where the primary is
#presence = dict([(k,v) for (k,v) in presence_cache[need][se_allowed_key].items() if k in prim_where])
#this_check = all([there for (there,frac) in presence.values()])
#print need,"is present at all sites:",this_check
#all_check&= this_check
if all_check and not re_transfer:
wfi.sendLog(
'stagor',
"needs are sufficiently fullfilled, setting staged")
wfo.status = 'staged'
session.commit()
else:
print wfo.name, "has to wait a bit more"
wfi.sendLog('stagor', "needs to wait a bit more")
else:
wfi.sendLog('stagor', "not checking availability")
if re_transfer:
wfi.sendLog(
'stagor',
"Sending back to considered because of endpoint in downtime"
)
if wfo.status == 'staging':
wfo.status = 'considered'
session.commit()
send_back_to_considered.add(wfo.name)
time_point("Checked affected workflows")
if send_back_to_considered:
#sendEmail("transfer to endpoint in downtime","sending back to considered the following workflows \n%s"%('\n'.join( send_back_to_considered)))
sendLog('stagor',
"sending back to considered the following workflows \n%s" %
('\n'.join(send_back_to_considered)),
level='critical')
print "-" * 10, "Checking on non-available datasets", "-" * 10
## now check on those that are not fully available
for dsname in available_cache.keys():
## squash the se_allowed_key key
available_cache[dsname] = min(available_cache[dsname].values())
really_stuck_dataset = set()
for dsname, available in available_cache.items():
using_its = getWorkflowByInput(url, dsname)
#print using_its
using_wfos = []
for using_it in using_its:
wf = session.query(Workflow).filter(
Workflow.name == using_it).first()
if wf:
using_wfos.append(wf)
if not len(done_by_input[dsname]):
print "For dataset", dsname, "there are no transfer report. That's an issue."
for wf in using_wfos:
if wf.status == 'staging':
if UC.get("stagor_sends_back"):
print "sending", wf.name, "back to considered"
wf.status = 'considered'
session.commit()
#sendEmail( "send back to considered","%s was send back and might be trouble"% wf.name)
sendLog('stagor',
"%s was send back and might be trouble" %
wf.name,
level='critical')
else:
print "would send", wf.name, "back to considered"
#sendEmail( "subscription lagging behind","susbscriptions to get %s running are not appearing in phedex. I would have send it back to considered but that's not good."% wf.name)
sendLog(
'stagor',
"susbscriptions to get %s running are not appearing in phedex. I would have send it back to considered but that's not good."
% wf.name,
level='critical')
continue
## not compatible with checking on secondary availability
#if all([wf.status != 'staging' for wf in using_wfos]):
# ## means despite all checks that input is not needed
# continue
if available < 1.:
print "incomplete", dsname
## there is a problem in the method below that it does not account for files stuck in T1*Buffer only
lost_blocks, lost_files = findLostBlocksFiles(
url, dsname) if (not dsname.endswith('/RAW')) else ([], [])
lost_block_names = [item['name'] for item in lost_blocks]
lost_file_names = [item['name'] for item in lost_files]
if lost_blocks:
#print json.dumps( lost , indent=2 )
## estimate for how much !
fraction_loss, _, n_missing = getDatasetBlockFraction(
dsname, lost_block_names)
print "We have lost", len(
lost_block_names
), "blocks", lost_block_names, "for %f%%" % (100. *
fraction_loss)
if fraction_loss > 0.05: ## 95% completion mark
#sendEmail('we have lost too many blocks','%s is missing %d blocks, for %d events, %f %% loss'%(dsname, len(lost_block_names), n_missing, fraction_loss))
sendLog(
'stagor',
'%s is missing %d blocks, for %d events, %3.2f %% loss'
% (dsname, len(lost_block_names), n_missing,
100 * fraction_loss),
level='critical')
## the workflow should be rejected !
for wf in using_wfos:
if wf.status == 'staging':
print wf.name, "is doomed. setting to trouble"
wf.status = 'trouble'
session.commit()
sendLog(
'stagor',
'%s has too much loss on the input dataset %s. Missing %d blocks, for %d events, %3.2f %% loss'
% (wf.name, dsname, len(lost_block_names),
n_missing, 100 * fraction_loss),
level='critical')
else:
## probably enough to make a ggus and remove
if not dsname in known_lost_blocks:
#sendEmail('we have lost a few blocks', '%s is missing %d blocks, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_block_names), n_missing, fraction_loss, '\n'.join( lost_block_names ) ))
sendLog(
'stagor',
'%s is missing %d blocks, for %d events, %f %% loss\n\n%s'
% (dsname, len(lost_block_names), n_missing,
fraction_loss, '\n'.join(lost_block_names)),
level='critical')
known_lost_blocks[dsname] = [
i['name'] for i in lost_blocks
]
really_stuck_dataset.add(dsname)
if lost_files:
fraction_loss, _, n_missing = getDatasetFileFraction(
dsname, lost_file_names)
print "We have lost", len(
lost_file_names
), "files", lost_file_names, "for %f%%" % fraction_loss
if fraction_loss > 0.05:
#sendEmail('we have lost too many files','%s is missing %d files, for %d events, %f %% loss'%(dsname, len(lost_file_names),n_missing, fraction_loss))
sendLog(
'stagor',
'%s is missing %d files, for %d events, %f %% loss' %
(dsname, len(lost_file_names), n_missing,
fraction_loss),
level='critical')
for wf in using_wfos:
if wf.status == 'staging':
print wf.name, "is doomed. setting to trouble"
wf.status = 'trouble'
session.commit()
else:
## probably enough to make a ggus and remove
if not dsname in known_lost_files:
#sendEmail('we have lost a few files','%s is missing %d files, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_file_names),n_missing, fraction_loss, '\n'.join(lost_file_names)))
sendLog(
'stagor',
'%s is missing %d files, for %d events, %f %% loss\n\n%s'
% (dsname, len(lost_file_names), n_missing,
fraction_loss, '\n'.join(lost_file_names)),
level='critical')
known_lost_files[dsname] = [
i['name'] for i in lost_files
]
## should the status be change to held-staging and pending on a ticket
missings = [
pid for (pid, d) in done_by_input[dsname].items() if d == False
]
print "\t", done_by_input[dsname]
print "\tneeds", len(done_by_input[dsname])
print "\tgot", done_by_input[dsname].values().count(True)
print "\tmissing", missings
missing_in_action[dsname].extend(missings)
rr = eosFile('%s/lost_blocks_datasets.json' % monitor_dir, 'w')
rr.write(json.dumps(known_lost_blocks, indent=2))
rr.close()
rr = eosFile('%s/lost_files_datasets.json' % monitor_dir, 'w')
rr.write(json.dumps(known_lost_files, indent=2))
rr.close()
eosFile('%s/incomplete_transfers.json' % monitor_dir,
'w').write(json.dumps(missing_in_action, indent=2)).close()
print "Stuck transfers and datasets"
print json.dumps(missing_in_action, indent=2)
TD = transferDataset()
datasets_by_phid = defaultdict(set)
for dataset in missing_in_action:
for phid in missing_in_action[dataset]:
#print dataset,"stuck through",phid
datasets_by_phid[phid].add(dataset)
for k in datasets_by_phid:
#datasets_by_phid[k] = list(datasets_by_phid[k])
TD.add(k, list(datasets_by_phid[k]))
#eosFile('%s/datasets_by_phid.json'%base_eos_dir,'w').write( json.dumps(datasets_by_phid, indent=2 )).close()
eosFile('%s/really_stuck_dataset.json' % base_eos_dir,
'w').write(json.dumps(list(really_stuck_dataset),
indent=2)).close()
print '\n' * 2, "Datasets really stuck"
print '\n'.join(really_stuck_dataset)
#############
## not going further for what matters
#############
return
outs= wl['OutputDatasets']
for out in outs:
blocks_at_sites = getDatasetBlockAndSite(url, out, group="")
deletions = getDatasetOnGoingDeletion(url, out)
if len(deletions):
print "\t\tshould not subscribe with on-going deletions",out
continue
for site,blocks in blocks_at_sites.items():
if 'Buffer' in site or 'Export' in site or 'MSS' in site: continue
all_blocks_at_sites[site].update( blocks )
print "\t",out
print "\t\t",len(blocks_at_sites),"sites",sorted(blocks_at_sites.keys()),"with unsubscribed blocks"
if len(all_blocks_at_sites.keys())==0 and len(wfs):
## no subscription to be done at this time, let me know
sendEmail('no unsubscribed blocks','while catching up %s does not need to be there anymore'%( one_status ))
print len(all_blocks_at_sites.keys()),"sites to subscribe things at"
for site,blocks in all_blocks_at_sites.items():
if 'Buffer' in site or 'Export' in site or 'MSS' in site: continue
if not site in done: done[site] = []
blocks = [block for block in blocks if not block in done[site]]
print "Would subscribe",len(blocks),"blocks to",site
print "\tSubscribe",len(blocks),"blocks to",site
done[site].extend( blocks )
if blocks:
print makeReplicaRequest(url, site, list(blocks), "Production blocks", priority="low", approve=True,mail=False)
time.sleep(1)
open('myblock_done.json','w').write( json.dumps( done, indent=2 ))
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()
secondary_timeout[dataset] = max(secondary_timeout[dataset],d)
if secondary_timeout[dataset]: ## different than zero
delay_days = 30
delay = delay_days*24*60*60 # 30 days
if (now-secondary_timeout[dataset])>delay:
print "unlocking secondary input after",delay_days,"days"
unlock = True
tier = dataset.split('/')[-1]
creators = getWorkflowByOutput( url, dataset , details=True)
if not creators and not tier == 'RAW':
ds_status = getDatasetStatus( dataset )
if not '-v0/' in dataset and ds_status!=None:
sendEmail('failing get by output','%s has not been produced by anything?'%dataset)
newly_locking.add(dataset)
continue
else:
# does not matter, cannot be an OK dataset
unlock = True
bad_ds = True
creators_status = [r['RequestStatus'] for r in creators]
print "Statuses of workflow that made the dataset",dataset,"are",creators_status
if all([status in ['failed','aborted','rejected','aborted-archived','rejected-archived'] for status in creators_status]):
## crap
print "\tunlocking",dataset,"for bad workflow statuses"
unlock = True
bad_ds = True
ds_status=None
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 spawn_harvesting(url, wfi, sites_for_DQMHarvest):
SI = global_SI()
all_OK = {}
requests = []
outputs = wfi.request['OutputDatasets']
if ('EnableHarvesting' in wfi.request
and not wfi.request['EnableHarvesting']) and (
'DQMConfigCacheID' in wfi.request
and wfi.request['DQMConfigCacheID']):
if not 'MergedLFNBase' in wfi.request:
print "f****d up"
sendEmail('screwed up wl cache',
'%s wl cache is bad' % (wfi.request['RequestName']))
all_OK['fake'] = False
return all_OK, requests
wfi = workflowInfo(url, wfi.request['RequestName'])
dqms = [out for out in outputs if '/DQM' in out]
#if not all([in_full[dqm_input] for dqm_input in dqms]):
# wfi.sendLog('closor',"will not be able to assign the harvesting: holding up")
# for dqm_input in dqms:
# all_OK[dqm_input] = False
## raise the subscription to high priority
for dqm_input in dqms:
## handle it properly
harvesting_schema = {
'Requestor': os.getenv('USER'),
'RequestType': 'DQMHarvest',
'Group': 'DATAOPS'
}
copy_over = [
'AcquisitionEra',
'ProcessingString',
'DQMUploadUrl',
'CMSSWVersion',
'CouchDBName',
'CouchWorkloadDBName',
'ConfigCacheUrl',
'DbsUrl',
'inputMode',
'DQMConfigCacheID',
'OpenRunningTimeout',
'ScramArch',
'CMSSWVersion',
'Campaign',
'Memory', #dummy
'SizePerEvent', #dummy
'GlobalTag', #dummy
]
for item in copy_over:
if item in wfi.request:
harvesting_schema[item] = copy.deepcopy(wfi.request[item])
else:
print item, "is not in initial schema"
harvesting_schema['InputDataset'] = dqm_input
harvesting_schema['TimePerEvent'] = 1
harvesting_schema['PrepID'] = 'Harvest-' + wfi.request['PrepID']
if len(wfi.request['RequestString']) > 60:
wfi.request['RequestString'] = wfi.request[
'RequestString'][:60]
print "truncating request string", wfi.request['RequestString']
harvesting_schema[
'RequestString'] = 'HARVEST-' + wfi.request['RequestString']
harvesting_schema['DQMHarvestUnit'] = 'byRun'
harvesting_schema['RequestPriority'] = min(
wfi.request['RequestPriority'] * 10, 999999)
harvest_request = reqMgrClient.submitWorkflow(
url, harvesting_schema)
if not harvest_request:
print "Error in making harvesting for", wfi.request[
'RequestName']
print "schema"
print json.dumps(harvesting_schema, indent=2)
harvest_request = reqMgrClient.submitWorkflow(
url, harvesting_schema)
if not harvest_request:
print "Error twice in harvesting for", wfi.request[
'RequestName']
print "schema"
print json.dumps(harvesting_schema, indent=2)
if harvest_request:
requests.append(harvest_request)
## should we protect for setting approved ? no, it's notified below, assignment will fail, likely
data = reqMgrClient.setWorkflowApproved(url, harvest_request)
print "created", harvest_request, "for harvesting of", dqm_input
wfi.sendLog(
'closor', "created %s for harvesting of %s" %
(harvest_request, dqm_input))
## assign it directly
team = wfi.request['Team']
parameters = {
'SiteWhitelist': [
SI.SE_to_CE(se)
for se in wfi.request['NonCustodialSites']
],
'AcquisitionEra':
wfi.acquisitionEra(),
'ProcessingString':
wfi.processingString(),
'MergedLFNBase':
wfi.request['MergedLFNBase'],
'ProcessingVersion':
wfi.request['ProcessingVersion'],
'execute':
True
}
#if in_full[dqm_input]:
# print "using full copy at",in_full[dqm_input]
# parameters['SiteWhitelist'] = [SI.SE_to_CE(se) for se in in_full[dqm_input]]
#else:
# print "cannot do anything if not having a full copy somewhere"
# all_OK[dqm_input]=False
# continue
parameters['SiteWhitelist'] = sites_for_DQMHarvest
result = reqMgrClient.assignWorkflow(url, harvest_request,
team, parameters)
if not result:
#sendEmail('harvesting request created','%s was created at announcement of %s in %s, failed to assign'%(harvest_request, dqm_input, wfi.request['RequestName']), destination=[wfi.request['Requestor']+'@cern.ch'])
wfi.sendLog(
'closor',
'%s was created at announcement of %s in %s, failed to assign'
% (harvest_request, dqm_input,
wfi.request['RequestName']))
sendLog(
'closor',
'%s was created at announcement of %s in %s, failed to assign'
% (harvest_request, dqm_input,
wfi.request['RequestName']),
level='critical')
else:
#sendEmail('harvesting request assigned','%s was created at announcement of %s in %s, and assigned'%(harvest_request, dqm_input, wfi.request['RequestName']), destination=[wfi.request['Requestor']+'@cern.ch'])
wfi.sendLog(
'closor',
'%s was created at announcement of %s in %s, and assigned'
% (harvest_request, dqm_input,
wfi.request['RequestName']))
else:
#print "could not make the harvesting for",wfo.name,"not announcing"
wfi.sendLog('closor', "could not make the harvesting request")
sendLog('closor',
"could not make the harvesting request for %s" %
wfi.request['RequestName'],
level='critical')
all_OK[dqm_input] = False
return (all_OK, requests)
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(): 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 stagor(url,specific =None, options=None):
if not componentInfo().check(): return
SI = siteInfo()
CI = campaignInfo()
UC = unifiedConfiguration()
done_by_wf_id = {}
done_by_input = {}
completion_by_input = {}
good_enough = 100.0
lost = json.loads(open('lost_blocks_datasets.json').read())
still_lost = []
for dataset in lost:
l = findLostBlocks(url ,dataset)
if not l:
print dataset,"is not really lost"
else:
still_lost.append( dataset )
open('lost_blocks_datasets.json','w').write( json.dumps( still_lost, indent=2) )
if options.fast:
print "doing the fast check of staged with threshold:",options.goodavailability
for wfo in session.query(Workflow).filter(Workflow.status == 'staging').all():
if specific and not specific in wfo.name: continue
wfi = workflowInfo(url, wfo.name)
sites_allowed = getSiteWhiteList( wfi.getIO() )
if 'SiteWhitelist' in CI.parameters(wfi.request['Campaign']):
sites_allowed = CI.parameters(wfi.request['Campaign'])['SiteWhitelist']
if 'SiteBlacklist' in CI.parameters(wfi.request['Campaign']):
sites_allowed = list(set(sites_allowed) - set(CI.parameters(wfi.request['Campaign'])['SiteBlacklist']))
_,primaries,_,secondaries = wfi.getIO()
se_allowed = [SI.CE_to_SE(site) for site in sites_allowed]
all_check = True
for dataset in list(primaries):#+list(secondaries) ?
#print se_allowed
available = getDatasetBlocksFraction( url , dataset , sites=se_allowed )
all_check &= (available >= options.goodavailability)
if not all_check: break
if all_check:
print "\t\t",wfo.name,"can go staged"
wfo.status = 'staged'
session.commit()
else:
print "\t",wfo.name,"can wait a bit more"
return
for wfo in session.query(Workflow).filter(Workflow.status == 'staging').all():
wfi = workflowInfo(url, wfo.name)
_,primaries,_,secondaries = wfi.getIO()
for dataset in list(primaries)+list(secondaries):
done_by_input[dataset] = {}
completion_by_input[dataset] = {}
print wfo.name,"needs",dataset
for transfer in session.query(Transfer).all():
if specific and str(transfer.phedexid)!=str(specific): continue
skip=True
for wfid in transfer.workflows_id:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf:
if tr_wf.status == 'staging':
print "\t",transfer.phedexid,"is staging for",tr_wf.name
skip=False
if skip: continue
if transfer.phedexid<0: continue
## check the status of transfers
checks = checkTransferApproval(url, transfer.phedexid)
approved = all(checks.values())
if not approved:
print transfer.phedexid,"is not yet approved"
approveSubscription(url, transfer.phedexid)
continue
## check on transfer completion
checks = checkTransferStatus(url, transfer.phedexid, nocollapse=True)
if not specific:
for dsname in checks:
if not dsname in done_by_input: done_by_input[dsname]={}
if not dsname in completion_by_input: completion_by_input[dsname] = {}
done_by_input[dsname][transfer.phedexid]=all(map(lambda i:i>=good_enough, checks[dsname].values()))
completion_by_input[dsname][transfer.phedexid]=checks[dsname].values()
if checks:
print "Checks for",transfer.phedexid,[node.values() for node in checks.values()]
done = all(map(lambda i:i>=good_enough,list(itertools.chain.from_iterable([node.values() for node in checks.values()]))))
else:
## it is empty, is that a sign that all is done and away ?
print "ERROR with the scubscriptions API of ",transfer.phedexid
print "Most likely something else is overiding the transfer request. Need to work on finding the replacement automatically, if the replacement exists"
done = False
## the thing above is NOT giving the right number
#done = False
for wfid in transfer.workflows_id:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf:# and tr_wf.status == 'staging':
if not tr_wf.id in done_by_wf_id: done_by_wf_id[tr_wf.id]={}
done_by_wf_id[tr_wf.id][transfer.phedexid]=done
if done:
## transfer.status = 'done'
print transfer.phedexid,"is done"
else:
print transfer.phedexid,"not finished"
pprint.pprint( checks )
#print done_by_input
print "\n----\n"
for dsname in done_by_input:
fractions = None
if dsname in completion_by_input:
fractions = itertools.chain.from_iterable([check.values() for check in completion_by_input.values()])
## the workflows in the waiting room for the dataset
using_its = getWorkflowByInput(url, dsname)
#print using_its
using_wfos = []
for using_it in using_its:
wf = session.query(Workflow).filter(Workflow.name == using_it).first()
if wf:
using_wfos.append( wf )
if not len(done_by_input[dsname]):
print "For dataset",dsname,"there are no transfer report. That's an issue."
for wf in using_wfos:
if wf.status == 'staging':
if UC.get("stagor_sends_back"):
print "sending",wf.name,"back to considered"
wf.status = 'considered'
session.commit()
sendEmail( "send back to considered","%s was send back and might be trouble"% wf.name)
else:
print "would send",wf.name,"back to considered"
sendEmail( "subscription lagging behind","susbscriptions to get %s running are not appearing in phedex. I would have send it back to considered but that's not good."% wf.name)
continue
#need_sites = int(len(done_by_input[dsname].values())*0.7)+1
need_sites = len(done_by_input[dsname].values())
#if need_sites > 10: need_sites = int(need_sites/2.)
got = done_by_input[dsname].values().count(True)
if all([wf.status != 'staging' for wf in using_wfos]):
## not a single ds-using wf is in staging => moved on already
## just forget about it
print "presence of",dsname,"does not matter anymore"
print "\t",done_by_input[dsname]
print "\t",[wf.status for wf in using_wfos]
print "\tneeds",need_sites
continue #??
## should the need_sites reduces with time ?
# with dataset choping, reducing that number might work as a block black-list.
if len(done_by_input[dsname].values()) and all(done_by_input[dsname].values()):
print dsname,"is everywhere we wanted"
## the input dataset is fully transfered, should consider setting the corresponding wf to staged
for wf in using_wfos:
if wf.status == 'staging':
print wf.name,"is with us. setting staged and move on"
wf.status = 'staged'
session.commit()
elif fractions and len(list(fractions))>1 and set(fractions)==1:
print dsname,"is everywhere at the same fraction"
print "We do not want this in the end. we want the data we asked for"
continue
## the input dataset is fully transfered, should consider setting the corresponding wf to staged
for wf in using_wfos:
if wf.status == 'staging':
print wf.name,"is with us everywhere the same. setting staged and move on"
wf.status = 'staged'
session.commit()
elif got >= need_sites:
print dsname,"is almost everywhere we wanted"
#print "We do not want this in the end. we want the data we asked for"
#continue
## the input dataset is fully transfered, should consider setting the corresponding wf to staged
for wf in using_wfos:
if wf.status == 'staging':
print wf.name,"is almost with us. setting staged and move on"
wf.status = 'staged'
session.commit()
else:
print "incomplete",dsname
lost = findLostBlocks(url, dsname)
try:
known_lost = json.loads(open('lost_blocks_datasets.json').read())
except:
print "enable to get the known_lost from local json file"
known_lost = []
if lost and not dsname in known_lost:
lost_names = [item['name'] for item in lost]
## make a deeper investigation of the block location to see whether it's really no-where no-where
print "We have lost",len(lost),"blocks",lost_names
#print json.dumps( lost , indent=2 )
sendEmail('we have lost a few blocks', str(len(lost))+" in total.\nDetails \n:"+json.dumps( lost , indent=2 ))
known_lost.append(dsname)
rr= open('lost_blocks_datasets.json','w')
rr.write( json.dumps( known_lost, indent=2))
rr.close()
## should the status be change to held-staging and pending on a ticket
print "\t",done_by_input[dsname]
print "\tneeds",need_sites
print "\tgot",got
for wfid in done_by_wf_id:
#print done_by_wf_id[wfid].values()
## ask that all related transfer get into a valid state
if all(done_by_wf_id[wfid].values()):
pass
def closor(url, specific=None):
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
#LI = lockInfo()
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()
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)
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.")
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)
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 )))
"%Y-%m-%d-%H-%M-%S"))
secondary_timeout[dataset] = max(secondary_timeout[dataset], d)
if secondary_timeout[dataset]: ## different than zero
delay_days = 30
delay = delay_days * 24 * 60 * 60 # 30 days
if (now - secondary_timeout[dataset]) > delay:
print "unlocking secondary input after", delay_days, "days"
unlock = True
tier = dataset.split('/')[-1]
creators = getWorkflowByOutput(url, dataset, details=True)
if not creators and not tier == 'RAW':
ds_status = getDatasetStatus(dataset)
if not '-v0/' in dataset and ds_status != None:
sendEmail('failing get by output',
'%s has not been produced by anything?' % dataset)
newly_locking.add(dataset)
continue
else:
# does not matter, cannot be an OK dataset
unlock = True
bad_ds = True
creators_status = [r['RequestStatus'] for r in creators]
print "Statuses of workflow that made the dataset", dataset, "are", creators_status
if all([
status in [
'failed', 'aborted', 'rejected', 'aborted-archived',
'rejected-archived'
] for status in creators_status
]):
## crap
def spawn_harvesting(url, wfi , in_full):
SI = siteInfo()
all_OK = {}
requests = []
outputs = wfi.request['OutputDatasets']
if ('EnableHarvesting' in wfi.request and wfi.request['EnableHarvesting']) or ('DQMConfigCacheID' in wfi.request and wfi.request['DQMConfigCacheID']):
if not 'MergedLFNBase' in wfi.request:
print "f****d up"
sendEmail('screwed up wl cache','%s wl cache is bad'%(wfi.request['RequestName']))
all_OK['fake'] = False
return all_OK,requests
wfi = workflowInfo(url, wfi.request['RequestName'])
dqms = [out for out in outputs if '/DQM' in out]
if not all([in_full[dqm_input] for dqm_input in dqms]):
wfi.sendLog('closor',"will not be able to assign the harvesting: holding up")
for dqm_input in dqms:
all_OK[dqm_input] = False
return all_OK,requests
for dqm_input in dqms:
## handle it properly
harvesting_schema = {
'Requestor': os.getenv('USER'),
'RequestType' : 'DQMHarvest',
'Group' : 'DATAOPS'
}
copy_over = ['ProcessingString',
'DQMUploadUrl',
'CMSSWVersion',
'CouchDBName',
'CouchWorkloadDBName',
'CouchURL',
'DbsUrl',
'inputMode',
'DQMConfigCacheID',
'OpenRunningTimeout',
'ScramArch',
'CMSSWVersion',
'Campaign',
'Memory', #dummy
'SizePerEvent', #dummy
'GlobalTag', #dummy
]
for item in copy_over:
harvesting_schema[item] = copy.deepcopy(wfi.request[item])
harvesting_schema['InputDataset'] = dqm_input
harvesting_schema['TimePerEvent'] = 1
harvesting_schema['PrepID'] = 'Harvest-'+wfi.request['PrepID']
harvesting_schema['RequestString'] = 'HARVEST-'+wfi.request['RequestString']
harvesting_schema['DQMHarvestUnit'] = 'byRun'
harvesting_schema['ConfigCacheUrl'] = harvesting_schema['CouchURL'] ## uhm, how stupid is that ?
harvesting_schema['RequestPriority'] = wfi.request['RequestPriority']*10
harvest_request = reqMgrClient.submitWorkflow(url, harvesting_schema)
if not harvest_request:
print "Error in making harvesting for",wfo.name
print "schema"
print json.dumps( harvesting_schema, indent = 2)
harvest_request = reqMgrClient.submitWorkflow(url, harvesting_schema)
if not harvest_request:
print "Error twice in harvesting for",wfo.name
print "schema"
print json.dumps( harvesting_schema, indent = 2)
if harvest_request:
requests.append( harvest_request )
## should we protect for setting approved ? no, it's notified below, assignment will fail, likely
data = reqMgrClient.setWorkflowApproved(url, harvest_request)
print "created",harvest_request,"for harvesting of",dqm_input
wfi.sendLog('closor',"created %s for harvesting of %s"%( harvest_request, dqm_input))
## assign it directly
team = wfi.request['Teams'][0]
parameters={
'SiteWhitelist' : [SI.SE_to_CE(se) for se in wfi.request['NonCustodialSites']],
'AcquisitionEra' : wfi.acquisitionEra(),
'ProcessingString' : wfi.processingString(),
'MergedLFNBase' : wfi.request['MergedLFNBase'],
'ProcessingVersion' : wfi.request['ProcessingVersion'],
'execute' : True
}
if in_full[dqm_input]:
print "using full copy at",in_full[dqm_input]
parameters['SiteWhitelist'] = [SI.SE_to_CE(se) for se in in_full[dqm_input]]
else:
print "cannot do anything if not having a full copy somewhere"
all_OK[dqm_input]=False
continue
result = reqMgrClient.assignWorkflow(url, harvest_request, team, parameters)
if not result:
sendEmail('harvesting request created','%s was created at announcement of %s in %s, failed to assign'%(harvest_request, dqm_input, wfi.request['RequestName']), destination=[wfi.request['Requestor']+'@cern.ch'])
else:
sendEmail('harvesting request assigned','%s was created at announcement of %s in %s, and assigned'%(harvest_request, dqm_input, wfi.request['RequestName']), destination=[wfi.request['Requestor']+'@cern.ch'])
wfi.sendLog('closor','%s was created at announcement of %s in %s, and assigned'%(harvest_request, dqm_input, wfi.request['RequestName']))
else:
print "could not make the harvesting for",wfo.name,"not announcing"
wfi.sendLog('closor',"could not make the harvesting request")
all_OK[dqm_input]=False
return (all_OK, requests)
sys.exit(1)
for out in all_outs:
if out.workflow.status in [
'done-unlock', 'done', 'clean', 'clean-out', 'clean-unlock'
]:
out_week = int(time.strftime("%W", time.gmtime(out.date)))
if last_week == out_week:
(_, _, _, tier) = out.datasetname.split('/')
ds[tier].append(out.datasetname)
n_produced += 1
text = """Dear all,
The folowing %d datasets have been produced last week:
""" % (n_produced)
for t in sorted(ds):
text += "%d with datatier: %s \n" % (len(ds[t]), t)
for d in sorted(ds[t]):
text += "\t" + d + "\n"
text += '\n'
text += "\n\n Regards,\nthe production team\n\nThis is an automated message."
print text
sendEmail(subject, text, destination=['*****@*****.**'])
#sendEmail(subject, text)
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 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 closor(url, specific=None):
if not componentInfo().check(): return
UC = unifiedConfiguration()
CI = campaignInfo()
#LI = lockInfo()
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()
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)
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.")
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)
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)))
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 completor(url, specific):
use_mcm = True
up = componentInfo(mcm=use_mcm, soft=['mcm'])
if not up.check(): return
use_mcm = up.status['mcm']
if use_mcm:
mcm = McMClient(dev=False)
CI = campaignInfo()
SI = siteInfo()
UC = unifiedConfiguration()
wfs = []
wfs.extend( session.query(Workflow).filter(Workflow.status == 'away').all() )
wfs.extend( session.query(Workflow).filter(Workflow.status.startswith('assistance')).all() )
## just take it in random order so that not always the same is seen
random.shuffle( wfs )
## by workflow a list of fraction / timestamps
completions = json.loads( open('%s/completions.json'%monitor_dir).read())
good_fractions = {}
timeout = {}
for c in CI.campaigns:
if 'force-complete' in CI.campaigns[c]:
good_fractions[c] = CI.campaigns[c]['force-complete']
if 'force-timeout' in CI.campaigns[c]:
timeout[c] = CI.campaigns[c]['force-timeout']
long_lasting = {}
overrides = getForceCompletes()
if use_mcm:
## add all workflow that mcm wants to get force completed
mcm_force = mcm.get('/restapi/requests/forcecomplete')
## assuming this will be a list of actual prepids
overrides['mcm'] = mcm_force
print "can force complete on"
print json.dumps( good_fractions ,indent=2)
print json.dumps( overrides, indent=2)
max_force = UC.get("max_force_complete")
#wfs_no_location_in_GQ = set()
#block_locations = defaultdict(lambda : defaultdict(list))
#wfs_no_location_in_GQ = defaultdict(list)
set_force_complete = set()
for wfo in wfs:
if specific and not specific in wfo.name: continue
print "looking at",wfo.name
## get all of the same
wfi = workflowInfo(url, wfo.name)
pids = wfi.getPrepIDs()
skip=False
if not any([c in wfo.name for c in good_fractions]): skip=True
for user,spec in overrides.items():
if wfi.request['RequestStatus']!='force-complete':
if any(s in wfo.name for s in spec) or (wfo.name in spec) or any(pid in spec for pid in pids) or any(s in pids for s in spec):
sendEmail('force-complete requested','%s is asking for %s to be force complete'%(user,wfo.name))
wfi = workflowInfo(url, wfo.name)
forceComplete(url , wfi )
skip=True
wfi.notifyRequestor("The workflow %s was force completed by request of %s"%(wfo.name,user), do_batch=False)
wfi.sendLog('completor','%s is asking for %s to be force complete'%(user,wfo.name))
if user == 'mcm' and use_mcm:
for pid in wfi.getPrepIDs():
mcm.delete('/restapi/requests/forcecomplete/%s'%pid)
#sendEmail('completor test','not force completing automatically, you have to go back to it')
#skip=False
break
if wfo.status.startswith('assistance'): skip = True
if skip:
continue
priority = wfi.request['RequestPriority']
if not 'Campaign' in wfi.request: continue
if not wfi.request['RequestStatus'] in ['acquired','running-open','running-closed']: continue
c = wfi.request['Campaign']
if not c in good_fractions: continue
good_fraction = good_fractions[c]
ignore_fraction = 2.
lumi_expected = None
event_expected = None
if not 'TotalInputEvents' in wfi.request:
if 'RequestNumEvents' in wfi.request:
event_expected = wfi.request['RequestNumEvents']
else:
print "truncated, cannot do anything"
continue
else:
lumi_expected = wfi.request['TotalInputLumis']
event_expected = wfi.request['TotalInputEvents']
now = time.mktime(time.gmtime()) / (60*60*24.)
running_log = filter(lambda change : change["Status"] in ["running-open","running-closed"],wfi.request['RequestTransition'])
if not running_log:
print "\tHas no running log"
# cannot figure out when the thing started running
continue
then = running_log[-1]['UpdateTime'] / (60.*60.*24.)
delay = now - then ## in days
(w,d) = divmod(delay, 7 )
print "\t"*int(w)+"Running since",delay,"[days] priority=",priority
monitor_delay = 7
allowed_delay = 14
if c in timeout:
allowed_delay = timeout[c]
monitor_delay = min(monitor_delay, allowed_delay)
### just skip if too early
if delay <= monitor_delay: continue
long_lasting[wfo.name] = { "delay" : delay }
percent_completions = {}
for output in wfi.request['OutputDatasets']:
if "/DQM" in output: continue ## that does not count
if not output in completions: completions[output] = { 'injected' : None, 'checkpoints' : [], 'workflow' : wfo.name}
## get completion fraction
event_count,lumi_count = getDatasetEventsAndLumis(dataset=output)
lumi_completion=0.
event_completion=0.
if lumi_expected:
lumi_completion = lumi_count / float( lumi_expected )
if event_expected:
event_completion = event_count / float( event_expected )
#take the less optimistic
percent_completions[output] = min( lumi_completion, event_completion )
completions[output]['checkpoints'].append( (now, event_completion ) )
if all([percent_completions[out] >= good_fraction for out in percent_completions]):
wfi.sendLog('completor', "all is above %s \n%s"%( good_fraction,
json.dumps( percent_completions, indent=2 )
))
else:
long_lasting[wfo.name].update({
'completion': sum(percent_completions.values()) / len(percent_completions),
'completions' : percent_completions
})
## do something about the agents this workflow is in
long_lasting[wfo.name]['agents'] = wfi.getAgents()
wfi.sendLog('completor', "%s not over bound %s\n%s"%(percent_completions.values(), good_fraction,
json.dumps( long_lasting[wfo.name]['agents'], indent=2) ))
continue
if all([percent_completions[out] >= ignore_fraction for out in percent_completions]):
print "all is done, just wait a bit"
continue
for output in percent_completions:
completions[output]['injected'] = then
#further check on delays
cpuh = wfi.getComputingTime(unit='d')
ran_at = wfi.request['SiteWhitelist']
wfi.sendLog('completor',"Required %s, time spend %s"%( cpuh, delay))
##### WILL FORCE COMPLETE BELOW
# only really force complete after n days
if delay <= allowed_delay: continue
## find ACDCs that might be running
if max_force>0:
forceComplete(url, wfi )
set_force_complete.add( wfo.name )
print "going for force-complete of",wfo.name
wfi.sendLog('completor','going for force completing')
wfi.notifyRequestor("The workflow %s was force completed for running too long"% wfo.name)
max_force -=1
else:
wfi.sendLog('completor',"too many completion this round, cannot force complete")
## do it once only for testing
#break
if set_force_complete:
sendLog('completor','The followings were set force-complete \n%s'%('\n'.join(set_force_complete)))
#sendEmail('set force-complete', 'The followings were set force-complete \n%s'%('\n'.join(set_force_complete)))
open('%s/completions.json'%monitor_dir,'w').write( json.dumps( completions , indent=2))
text="These have been running for long"
open('%s/longlasting.json'%monitor_dir,'w').write( json.dumps( long_lasting, indent=2 ))
for wf,info in sorted(long_lasting.items(), key=lambda tp:tp[1]['delay'], reverse=True):
delay = info['delay']
text += "\n %s : %s days"% (wf, delay)
if 'completion' in info:
text += " %d%%"%( info['completion']*100 )
#if wfs_no_location_in_GQ:
# sendEmail('workflow with no location in GQ',"there won't be able to run anytime soon\n%s"%( '\n'.join(wfs_no_location_in_GQ)))
#sendEmail("long lasting workflow",text)
## you can check the log
print text
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 stagor(url,specific =None, options=None):
if not componentInfo().check(): return
SI = siteInfo()
CI = campaignInfo()
UC = unifiedConfiguration()
done_by_wf_id = {}
done_by_input = {}
completion_by_input = {}
good_enough = 100.0
lost_blocks = json.loads(open('%s/lost_blocks_datasets.json'%monitor_dir).read())
lost_files = json.loads(open('%s/lost_files_datasets.json'%monitor_dir).read())
known_lost_blocks = {}
known_lost_files = {}
for dataset in set(lost_blocks.keys()+lost_files.keys()):
b,f = findLostBlocksFiles(url, dataset)
if dataset in lost_blocks and not b:
print dataset,"has no really lost blocks"
else:
known_lost_blocks[dataset] = [i['name'] for i in b]
if dataset in lost_files and not f:
print dataset,"has no really lost files"
else:
known_lost_files[dataset] = [i['name'] for i in f]
try:
cached_transfer_statuses = json.loads(open('cached_transfer_statuses.json').read())
except:
print "inexisting transfer statuses. starting fresh"
cached_transfer_statuses = {}
transfer_statuses = {}
## pop all that are now in negative values
for phedexid in cached_transfer_statuses.keys():
transfers = session.query(Transfer).filter(Transfer.phedexid==int(phedexid)).all()
if not transfers:
print phedexid,"does not look relevant to be in cache anymore. poping"
print cached_transfer_statuses.pop( phedexid )
## collect all datasets that are needed for wf in staging, correcting the status of those that are not really in staging
wfois = []
needs = defaultdict(list)
for wfo in session.query(Workflow).filter(Workflow.status == 'staging').all():
wfi = workflowInfo(url, wfo.name)
if wfi.request['RequestStatus'] in ['running-open','running-closed','completed','assigned','acquired']:
wfi.sendLog('stagor', "is in status %s"%wfi.request['RequestStatus'])
wfi.status='away'
session.commit()
continue
if not wfi.request['RequestStatus'] in ['assignment-approved']:
## should be setting 'away' too
print wfo.name,"is",wfi.request['RequestStatus']
sendEmail("wrong status in staging. debug","%s is in %s, should set away."%(wfo.name,wfi.request['RequestStatus']))
wfois.append( (wfo,wfi) )
_,primaries,_,secondaries = wfi.getIO()
for dataset in list(primaries)+list(secondaries):
needs[wfo.name].append( dataset)
done_by_input[dataset] = {}
completion_by_input[dataset] = {}
wfi.sendLog('stagor', '%s needs %s'%( wfo.name, dataset))
open('%s/dataset_requirements.json'%monitor_dir,'w').write( json.dumps( needs, indent=2))
dataset_endpoints = defaultdict(set)
endpoint_in_downtime = defaultdict(set)
#endpoint_completed = defaultdict(set)
endpoint_incompleted = defaultdict(set)
#endpoint = defaultdict(set)
send_back_to_considered = set()
## phedexid are set negative when not relevant anymore
# probably there is a db schema that would allow much faster and simpler query
for transfer in session.query(Transfer).filter(Transfer.phedexid>0).all():
if specific and str(transfer.phedexid)!=str(specific): continue
skip=True
for wfid in transfer.workflows_id:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf:
if tr_wf.status == 'staging':
sendLog('stagor',"\t%s is staging for %s"%(transfer.phedexid, tr_wf.name))
skip=False
if skip:
sendLog('stagor',"setting %s to negative value"%transfer.phedexid)
transfer.phedexid = -transfer.phedexid
session.commit()
continue
if transfer.phedexid<0: continue
## check the status of transfers
checks = checkTransferApproval(url, transfer.phedexid)
approved = all(checks.values())
if not approved:
sendLog('stagor', "%s is not yet approved"%transfer.phedexid)
approveSubscription(url, transfer.phedexid)
continue
## check on transfer completion
if str(transfer.phedexid) in cached_transfer_statuses:
### use a cache for transfer that already looked done
sendLog('stagor',"read %s from cache"%transfer.phedexid)
checks = cached_transfer_statuses[str(transfer.phedexid)]
else:
checks = checkTransferStatus(url, transfer.phedexid, nocollapse=True)
## just write this out
transfer_statuses[str(transfer.phedexid)] = copy.deepcopy(checks)
if not specific:
for dsname in checks:
if not dsname in done_by_input: done_by_input[dsname]={}
if not dsname in completion_by_input: completion_by_input[dsname] = {}
done_by_input[dsname][transfer.phedexid]=all(map(lambda i:i>=good_enough, checks[dsname].values()))
completion_by_input[dsname][transfer.phedexid]=checks[dsname].values()
if checks:
sendLog('stagor',"Checks for %s are %s"%( transfer.phedexid, [node.values() for node in checks.values()]))
done = all(map(lambda i:i>=good_enough,list(itertools.chain.from_iterable([node.values() for node in checks.values()]))))
else:
## it is empty, is that a sign that all is done and away ?
print "ERROR with the scubscriptions API of ",transfer.phedexid
print "Most likely something else is overiding the transfer request. Need to work on finding the replacement automatically, if the replacement exists"
done = False
## the thing above is NOT giving the right number
#done = False
for wfid in transfer.workflows_id:
tr_wf = session.query(Workflow).get(wfid)
if tr_wf:# and tr_wf.status == 'staging':
if not tr_wf.id in done_by_wf_id: done_by_wf_id[tr_wf.id]={}
done_by_wf_id[tr_wf.id][transfer.phedexid]=done
## for those that are in staging, and the destination site is in drain
#if not done and tr_wf.status == 'staging':
for ds in checks:
for s,v in checks[ds].items():
dataset_endpoints[ds].add( s )
if done:
## transfer.status = 'done'
sendLog('stagor',"%s is done"%transfer.phedexid)
cached_transfer_statuses[str(transfer.phedexid)] = copy.deepcopy(checks)
else:
sendLog('stagor',"%s is not finished %s"%(transfer.phedexid, pprint.pformat( checks )))
pprint.pprint( checks )
## check if the destination is in down-time
for ds in checks:
sites_incomplete = [SI.SE_to_CE(s) for s,v in checks[ds].items() if v<good_enough]
sites_incomplete_down = [s for s in sites_incomplete if not s in SI.sites_ready]
if sites_incomplete_down:
sendLog('stagor',"%s are in downtime, while waiting for %s to get there"%( ",".join(sites_incomplete_down), ds))
#sites_complete = [SI.SE_to_CE(s) for s,v in checks[ds].items() if v>=good_enough]
#endpoint[ds].update( sites_complete )
#endpoint[ds].update( sites_incomplete )
#endpoint_completed[ds].update( sites_complete )
endpoint_incompleted[ds].update( sites_incomplete )
endpoint_in_downtime[ds].update( sites_incomplete_down )
print "End point in down time"
for k in endpoint_in_downtime: endpoint_in_downtime[k] = list(endpoint_in_downtime[k])
for k in dataset_endpoints: dataset_endpoints[k] = list(dataset_endpoints[k])
print json.dumps( endpoint_in_downtime , indent=2)
open('cached_transfer_statuses.json','w').write( json.dumps( cached_transfer_statuses, indent=2))
open('%s/transfer_statuses.json'%monitor_dir,'w').write( json.dumps( transfer_statuses, indent=2))
open('%s/dataset_endpoints.json'%monitor_dir,'w').write( json.dumps(dataset_endpoints, indent=2))
already_stuck = json.loads( open('%s/stuck_transfers.json'%monitor_dir).read() )
missing_in_action = defaultdict(list)
print "-"*10,"Checking on workflows in staging","-"*10
#forget_about = ['/MinBias_TuneCUETP8M1_13TeV-pythia8/RunIISummer15GS-MCRUN2_71_V1-v2/GEN-SIM']
#for what in forget_about:
# if not done_by_input[what]:
# done_by_input[what] = {'fake':True}
## come back to workflows and check if they can go
available_cache = defaultdict(lambda : defaultdict(float))
presence_cache = defaultdict(dict)
for wfo,wfi in wfois:
print "#"*30
## the site white list takes site, campaign, memory and core information
(_,primaries,_,secondaries,sites_allowed) = wfi.getSiteWhiteList(verbose=False)
se_allowed = [SI.CE_to_SE(site) for site in sites_allowed]
se_allowed.sort()
se_allowed_key = ','.join(se_allowed)
readys={}
for need in list(primaries)+list(secondaries):
if not need in done_by_input:
wfi.sendLog('stagor',"missing transfer report for %s"%need)
readys[need] = False
## should warn someone about this !!!
## it cannot happen, by construction
sendEmail('missing transfer report','%s does not have a transfer report'%(need))
continue
if not done_by_input[need] and need in list(secondaries):
wfi.sendLog('stagor',"assuming it is OK for secondary %s to have no attached transfers"% need)
readys[need] = True
done_by_input[need] = { "fake" : True }
continue
if len(done_by_input[need]) and all(done_by_input[need].values()):
wfi.sendLog('stagor',"%s is ready"%need)
print json.dumps( done_by_input[need] , indent=2)
readys[need] = True
else:
wfi.sendLog('stagor',"%s is not ready"%need)
print json.dumps( done_by_input[need] , indent=2)
readys[need] = False
if readys and all(readys.values()):
if wfo.status == 'staging':
wfi.sendLog('stagor',"all needs are fullfilled, setting staged")
wfo.status = 'staged'
session.commit()
else:
wfi.sendLog('stagor',"all needs are fullfilled, already")
print json.dumps( readys, indent=2 )
else:
wfi.sendLog('stagor',"missing requirements")
copies_needed,_ = wfi.getNCopies()
jump_ahead = False
re_transfer = False
## there is missing input let's do something more elaborated
for need in list(primaries):#+list(secondaries):
if endpoint_in_downtime[need] == endpoint_incompleted[need]:
#print need,"is going to an end point in downtime"
wfi.sendLog('stagor',"%s has only incomplete endpoint in downtime"%need)
re_transfer=True
if not se_allowed_key in available_cache[need]:
available_cache[need][se_allowed_key] = getDatasetBlocksFraction( url , need, sites=se_allowed )
if available_cache[need][se_allowed_key] >= copies_needed:
wfi.sendLog('stagor',"assuming it is OK to move on like this already for %s"%need)
jump_ahead = True
## compute a time since staging to filter jump starting ?
# check whether the inputs is already in the stuck list ...
for need in list(primaries)+list(secondaries):
if need in already_stuck:
wfi.sendLog('stagor',"%s is stuck, so try to jump ahead"%need)
jump_ahead = True
if jump_ahead or re_transfer:
details_text = "checking on availability for %s to jump ahead"%wfo.name
details_text += '\n%s wants %s copies'%(wfo.name,copies_needed)
copies_needed = max(1,copies_needed-1)
details_text += '\nlowering by one unit to %s'%copies_needed
wfi.sendLog('stagor', details_text)
all_check = True
prim_where = set()
for need in list(primaries):
if not se_allowed_key in presence_cache[need]:
presence_cache[need][se_allowed_key] = getDatasetPresence( url, need , within_sites=se_allowed)
presence = presence_cache[need][se_allowed_key]
prim_where.update( presence.keys() )
available = available_cache[need][se_allowed_key]
this_check = (available >= copies_needed)
wfi.sendLog('stagor', "%s is available %s times %s"%( need, available, this_check))
all_check &= this_check
if not all_check: break
for need in list(secondaries):
## I do not want to check on the secon
this_check = all(done_by_input[need].values())
wfi.sendLog('stagor',"%s is all transfered %s"%(need, json.dumps(done_by_input[need], indent=2)))
all_check&= this_check
#if not se_allowed_key in presence_cache[need]:
# presence_cache[need][se_allowed_key] = getDatasetPresence( url, need , within_sites=se_allowed)
## restrict to where the primary is
#presence = dict([(k,v) for (k,v) in presence_cache[need][se_allowed_key].items() if k in prim_where])
#this_check = all([there for (there,frac) in presence.values()])
#print need,"is present at all sites:",this_check
#all_check&= this_check
if all_check:
wfi.sendLog('stagor',"needs are sufficiently fullfilled, setting staged")
wfo.status = 'staged'
session.commit()
else:
print wfo.name,"has to wait a bit more"
wfi.sendLog('stagor',"needs to wait a bit more")
else:
wfi.sendLog('stagor',"not checking availability")
if re_transfer:
wfi.sendLog('stagor',"Sending back to considered because of endpoint in downtime")
if wfo.status == 'staging':
wfo.status = 'considered'
session.commit()
send_back_to_considered.add( wfo.name )
if send_back_to_considered:
#sendEmail("transfer to endpoint in downtime","sending back to considered the following workflows \n%s"%('\n'.join( send_back_to_considered)))
sendLog('stagor', "sending back to considered the following workflows \n%s"%('\n'.join( send_back_to_considered)), level='critical')
print "-"*10,"Checking on non-available datasets","-"*10
## now check on those that are not fully available
for dsname in available_cache.keys():
## squash the se_allowed_key key
available_cache[dsname] = min( available_cache[dsname].values() )
for dsname,available in available_cache.items():
using_its = getWorkflowByInput(url, dsname)
#print using_its
using_wfos = []
for using_it in using_its:
wf = session.query(Workflow).filter(Workflow.name == using_it).first()
if wf:
using_wfos.append( wf )
if not len(done_by_input[dsname]):
print "For dataset",dsname,"there are no transfer report. That's an issue."
for wf in using_wfos:
if wf.status == 'staging':
if UC.get("stagor_sends_back"):
print "sending",wf.name,"back to considered"
wf.status = 'considered'
session.commit()
#sendEmail( "send back to considered","%s was send back and might be trouble"% wf.name)
sendLog('stagor', "%s was send back and might be trouble"% wf.name, level='critical')
else:
print "would send",wf.name,"back to considered"
#sendEmail( "subscription lagging behind","susbscriptions to get %s running are not appearing in phedex. I would have send it back to considered but that's not good."% wf.name)
sendLog('stagor', "susbscriptions to get %s running are not appearing in phedex. I would have send it back to considered but that's not good."% wf.name, level='critical')
continue
## not compatible with checking on secondary availability
#if all([wf.status != 'staging' for wf in using_wfos]):
# ## means despite all checks that input is not needed
# continue
if available < 1.:
print "incomplete",dsname
## there is a problem in the method below that it does not account for files stuck in T1*Buffer only
lost_blocks,lost_files = findLostBlocksFiles( url, dsname )
lost_block_names = [item['name'] for item in lost_blocks]
lost_file_names = [item['name'] for item in lost_files]
if lost_blocks:
#print json.dumps( lost , indent=2 )
## estimate for how much !
fraction_loss,_,n_missing = getDatasetBlockFraction(dsname, lost_block_names)
print "We have lost",len(lost_block_names),"blocks",lost_block_names,"for %f%%"%(100.*fraction_loss)
if fraction_loss > 0.05: ## 95% completion mark
#sendEmail('we have lost too many blocks','%s is missing %d blocks, for %d events, %f %% loss'%(dsname, len(lost_block_names), n_missing, fraction_loss))
sendLog('stagor', '%s is missing %d blocks, for %d events, %3.2f %% loss'%(dsname, len(lost_block_names), n_missing, 100*fraction_loss), level='warning')
## the workflow should be rejected !
for wf in using_wfos:
if wf.status == 'staging':
print wf.name,"is doomed. setting to trouble"
wf.status = 'trouble'
session.commit()
#sendEmail('doomed workflow','%s has too much loss on the input dataset %s. please check on stagor logs https://cmst2.web.cern.ch/cmst2/unified/logs/stagor/last.log'%(wf.name, dsname))
sendLog('stagor', '%s has too much loss on the input dataset %s. Missing %d blocks, for %d events, %3.2f %% loss'%(wf.name, dsname, len(lost_block_names), n_missing, 100*fraction_loss), level='critical')
else:
## probably enough to make a ggus and remove
if not dsname in known_lost_blocks:
#sendEmail('we have lost a few blocks', '%s is missing %d blocks, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_block_names), n_missing, fraction_loss, '\n'.join( lost_block_names ) ))
sendLog('stagor', '%s is missing %d blocks, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_block_names), n_missing, fraction_loss, '\n'.join( lost_block_names ) ), level='critical')
known_lost_blocks[dsname] = [i['name'] for i in lost_blocks]
if lost_files:
fraction_loss,_,n_missing = getDatasetFileFraction(dsname, lost_file_names)
print "We have lost",len(lost_file_names),"files",lost_file_names,"for %f%%"%fraction_loss
if fraction_loss > 0.05:
#sendEmail('we have lost too many files','%s is missing %d files, for %d events, %f %% loss'%(dsname, len(lost_file_names),n_missing, fraction_loss))
sendLog('stagor', '%s is missing %d files, for %d events, %f %% loss'%(dsname, len(lost_file_names),n_missing, fraction_loss), level='critical')
for wf in using_wfos:
if wf.status == 'staging':
print wf.name,"is doomed. setting to trouble"
wf.status = 'trouble'
session.commit()
else:
## probably enough to make a ggus and remove
if not dsname in known_lost_files:
#sendEmail('we have lost a few files','%s is missing %d files, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_file_names),n_missing, fraction_loss, '\n'.join(lost_file_names)))
sendLog('stagor', '%s is missing %d files, for %d events, %f %% loss\n\n%s'%(dsname, len(lost_file_names),n_missing, fraction_loss, '\n'.join(lost_file_names)), level='critical')
known_lost_files[dsname] = [i['name'] for i in lost_files]
## should the status be change to held-staging and pending on a ticket
missings = [pid for (pid,d) in done_by_input[dsname].items() if d==False]
print "\t",done_by_input[dsname]
print "\tneeds",len(done_by_input[dsname])
print "\tgot",done_by_input[dsname].values().count(True)
print "\tmissing",missings
missing_in_action[dsname].extend( missings )
rr= open('%s/lost_blocks_datasets.json'%monitor_dir,'w')
rr.write( json.dumps( known_lost_blocks, indent=2))
rr.close()
rr= open('%s/lost_files_datasets.json'%monitor_dir,'w')
rr.write( json.dumps( known_lost_files, indent=2))
rr.close()
open('%s/incomplete_transfers.json'%monitor_dir,'w').write( json.dumps(missing_in_action, indent=2) )
print "Stuck transfers and datasets"
print json.dumps( missing_in_action, indent=2 )
print "Going further and make a report of stuck transfers"
datasets_by_phid = defaultdict(set)
for dataset in missing_in_action:
for phid in missing_in_action[dataset]:
#print dataset,"stuck through",phid
datasets_by_phid[phid].add( dataset )
bad_destinations = defaultdict(set)
bad_sources = defaultdict(set)
report = ""
really_stuck_dataset = set()
transfer_timeout = UC.get("transfer_timeout")
transfer_lowrate = UC.get("transfer_lowrate")
for phid,datasets in datasets_by_phid.items():
issues = checkTransferLag( url, phid , datasets=list(datasets) )
for dataset in issues:
for block in issues[dataset]:
for destination in issues[dataset][block]:
(block_size,destination_size,delay,rate,dones) = issues[dataset][block][destination]
## count x_Buffer and x_MSS as one source
redones=[]
for d in dones:
if d.endswith('Buffer') or d.endswith('Export'):
if d.replace('Buffer','MSS').replace('Export','MSS') in dones:
continue
else:
redones.append( d )
else:
redones.append( d )
dones = list(set( redones ))
#dones = filter(lambda s : (s.endswith('Buffer') and not s.replace('Buffer','MSS') in dones) or (not s.endswith('Buffer')) , dones)
if delay>transfer_timeout and rate<transfer_lowrate:
if len(dones)>1:
## its the destination that sucks
bad_destinations[destination].add( block )
else:
dum=[bad_sources[d].add( block ) for d in dones]
really_stuck_dataset.add( dataset )
print "add",dataset,"to really stuck"
report += "%s is not getting to %s, out of %s faster than %f [GB/s] since %f [d]\n"%(block,destination,", ".join(dones), rate, delay)
print "\n"*2
## create tickets right away ?
report+="\nbad sources "+",".join(bad_sources.keys())+"\n"
for site,blocks in bad_sources.items():
report+="\n\n%s:"%site+"\n\t".join(['']+list(blocks))
report+="\nbad destinations "+",".join(bad_destinations.keys())+"\n"
for site,blocks in bad_destinations.items():
report+="\n\n%s:"%site+"\n\t".join(['']+list(blocks))
print '\n'*2,"Datasets really stuck"
print '\n'.join( really_stuck_dataset )
print '\n'*2,"report written at https://cmst2.web.cern.ch/cmst2/unified/logs/incomplete_transfers.log"
print report
stuck_transfers = dict([(k,v) for (k,v) in missing_in_action.items() if k in really_stuck_dataset])
print '\n'*2,'Stuck dataset transfers'
print json.dumps(stuck_transfers , indent=2)
open('%s/stuck_transfers.json'%monitor_dir,'w').write( json.dumps(stuck_transfers , indent=2) )
open('%s/logs/incomplete_transfers.log'%monitor_dir,'w').write( report )
def batchor(url):
UC = unifiedConfiguration()
SI = global_SI()
CI = campaignInfo()
BI = batchInfo()
## get all workflows in assignment-approved with SubRequestType = relval
all_wfs = []
for user in UC.get("user_relval"):
all_wfs.extend(
getWorkflows(url,
'assignment-approved',
details=True,
user=user,
rtype='TaskChain'))
wfs = filter(
lambda r: r['SubRequestType'] == 'RelVal'
if 'SubRequestType' in r else False, all_wfs)
## need a special treatment for those
hi_wfs = filter(
lambda r: r['SubRequestType'] == 'HIRelVal'
if 'SubRequestType' in r else False, all_wfs)
by_campaign = defaultdict(set)
by_hi_campaign = defaultdict(set)
for wf in wfs:
print "Relval:", wf['RequestName'], wf['Campaign']
by_campaign[wf['Campaign']].add(wf['PrepID'])
for wf in hi_wfs:
print "HI Relval:", wf['RequestName'], wf['Campaign']
by_hi_campaign[wf['Campaign']].add(wf['PrepID'])
default_setup = {
"go": True,
"parameters": {
"SiteWhitelist": ["T1_US_FNAL"],
"MergedLFNBase": "/store/relval",
"Team": "relval",
"NonCustodialGroup": "RelVal"
},
"custodial_override": "notape",
"phedex_group": "RelVal",
"lumisize": -1,
"fractionpass": 0.0,
"maxcopies": 1
}
default_hi_setup = copy.deepcopy(default_setup)
add_on = {}
relval_routing = UC.get('relval_routing')
def pick_one_site(p):
## modify the parameters on the spot to have only one site
if "parameters" in p and "SiteWhitelist" in p["parameters"] and len(
p["parameters"]["SiteWhitelist"]) > 1:
choose_from = list(
set(p["parameters"]["SiteWhitelist"]) & set(SI.sites_ready))
picked = random.choice(choose_from)
print "picked", picked, "from", choose_from
p["parameters"]["SiteWhitelist"] = [picked]
batches = BI.all()
for campaign in by_campaign:
if campaign in batches: continue
## get a bunch of information
setup = copy.deepcopy(default_setup)
for key in relval_routing:
if key in campaign:
## augment with the routing information
augment_with = relval_routing[key]
print "Modifying the batch configuration because of keyword", key
print "with", augment_with
setup = deep_update(setup, augment_with)
pick_one_site(setup)
add_on[campaign] = setup
sendLog('batchor',
'Adding the relval campaigns %s with parameters \n%s' %
(campaign, json.dumps(setup, indent=2)),
level='critical')
BI.update(campaign, by_campaign[campaign])
for campaign in by_hi_campaign:
if campaign in batches: continue
## get a bunch of information
setup = copy.deepcopy(default_hi_setup)
possible_sites = set(["T1_DE_KIT", "T1_FR_CCIN2P3"])
hi_site = random.choice(list(possible_sites))
setup["parameters"]["SiteWhitelist"] = [hi_site]
pick_one_site(setup)
add_on[campaign] = setup
sendLog('batchor',
'Adding the HI relval campaigns %s with parameters \n%s' %
(campaign, json.dumps(setup, indent=2)),
level='critical')
BI.update(campaign, by_hi_campaign[campaign])
## only new campaigns in announcement
for new_campaign in list(
set(add_on.keys()) - set(CI.all(c_type='relval'))):
## this is new, and can be announced as such
print new_campaign, "is new stuff"
subject = "Request of RelVal samples batch %s" % new_campaign
text = """Dear all,
A new batch of relval workflows was requested.
Batch ID:
%s
Details of the workflows:
https://dmytro.web.cern.ch/dmytro/cmsprodmon/requests.php?campaign=%s
This is an automated message""" % (
new_campaign,
new_campaign,
)
print subject
print text
to = ['*****@*****.**']
sendEmail(subject, text, destination=to)
sendLog('batchor', text, level='critical')
## go through all existing campaigns and remove the ones not in use anymore ?
for old_campaign in CI.all(c_type='relval'):
all_in_batch = getWorkflowByCampaign(url, old_campaign, details=True)
if not all_in_batch: continue
is_batch_done = all(
map(
lambda s: not s in [
'completed', 'force-complete', 'running-open',
'running-closed', 'acquired', 'assigned',
'assignment-approved'
], [wf['RequestStatus'] for wf in all_in_batch]))
## check all statuses
if is_batch_done:
#print "batch",old_campaign,"can be closed or removed if necessary"
#campaigns[old_campaign]['go'] = False ## disable
CI.pop(old_campaign) ## or just drop it all together ?
BI.pop(old_campaign)
print "batch", old_campaign, " configuration was removed"
## merge all anyways
CI.update(add_on, c_type='relval')
def completor(url, specific):
CI = campaignInfo()
wfs = []
wfs.extend(session.query(Workflow).filter(Workflow.status == "away").all())
##wfs.extend( session.query(Workflow).filter(Workflow.status.startswith('assistance')).all() )
## just take it in random order
random.shuffle(wfs)
## by workflow a list of fraction / timestamps
completions = json.loads(open("completions.json").read())
good_fractions = {}
for c in CI.campaigns:
if "force-complete" in CI.campaigns[c]:
good_fractions[c] = CI.campaigns[c]["force-complete"]
print "can force complete on"
print json.dumps(good_fractions, indent=2)
for wfo in wfs:
if specific and not specific in wfo.name:
continue
if not any([c in wfo.name for c in good_fractions]):
continue
print "looking at", wfo.name
## get all of the same
wfi = workflowInfo(url, wfo.name)
if not "Campaign" in wfi.request:
continue
c = wfi.request["Campaign"]
if not c in good_fractions:
continue
good_fraction = good_fractions[c]
ignore_fraction = 2.0
lumi_expected = None
event_expected = None
if not "TotalInputEvents" in wfi.request:
if "RequestNumEvents" in wfi.request:
event_expected = wfi.request["RequestNumEvents"]
else:
continue
else:
lumi_expected = wfi.request["TotalInputLumis"]
event_expected = wfi.request["TotalInputEvents"]
now = time.mktime(time.gmtime()) / (60 * 60 * 24.0)
running_log = filter(
lambda change: change["Status"] in ["running-open", "running-closed"], wfi.request["RequestTransition"]
)
if not running_log:
print "\tHas no running log"
# cannot figure out when the thing started running
continue
then = running_log[-1]["UpdateTime"] / (60.0 * 60.0 * 24.0)
delay = now - then ## in days
(w, d) = divmod(delay, 7)
print "\t" * int(w) + "Running since", delay, "[days]"
if delay <= 4:
continue
if delay >= 7:
sendEmail("long lasting workflow", "%s has been running for %s days" % (wfo.name, delay))
percent_completions = {}
for output in wfi.request["OutputDatasets"]:
if not output in completions:
completions[output] = {"injected": None, "checkpoints": [], "workflow": wfo.name}
## get completion fraction
event_count, lumi_count = getDatasetEventsAndLumis(dataset=output)
lumi_completion = 0.0
event_completion = 0.0
if lumi_expected:
lumi_completion = lumi_count / float(lumi_expected)
if event_expected:
event_completion = event_count / float(event_expected)
# take the less optimistic
percent_completions[output] = min(lumi_completion, event_completion)
completions[output]["checkpoints"].append((now, event_completion))
if all([percent_completions[out] >= good_fraction for out in percent_completions]):
print "all is above", good_fraction, "for", wfo.name
print json.dumps(percent_completions, indent=2)
else:
print "\t", percent_completions.values(), "not over bound", good_fraction
# print json.dumps( percent_completions, indent=2 )
continue
if all([percent_completions[out] >= ignore_fraction for out in percent_completions]):
print "all is done, just wait a bit"
continue
for output in percent_completions:
completions[output]["injected"] = then
# further check on delays
cpuh = wfi.getComputingTime(unit="d")
ran_at = wfi.request["SiteWhitelist"]
print "Required:", cpuh,
print "Time spend:", delay
## find ACDCs that might be running
familly = getWorkflowById(url, wfi.request["PrepID"], details=True)
for member in familly:
### if member['RequestName'] == wl['RequestName']: continue ## set himself out
if member["RequestDate"] < wfi.request["RequestDate"]:
continue
if member["RequestStatus"] in ["None", None]:
continue
## then set force complete all members
if member["RequestStatus"] in ["running-opened", "running-closed"]:
print "setting", member["RequestName"], "force-complete"
print "NOT REALLY FORCING"
sendEmail(
"force completing",
"TAGGING %s is worth force completing\n%s" % (member["RequestName"], percent_completions),
)
##reqMgrClient.setWorkflowForceComplete(url, member['RequestName'])
## do it once only for testing
# break
open("completions.json", "w").write(json.dumps(completions, indent=2))