Files
web2py/gluon/scheduler.py
T

804 lines
31 KiB
Python

#!/usr/bin/env python
# -*- coding: utf-8 -*-
USAGE = """
## Example
For any existing app
Create File: app/models/scheduler.py ======
from gluon.scheduler import Scheduler
def demo1(*args,**vars):
print 'you passed args=%s and vars=%s' % (args, vars)
return 'done!'
def demo2():
1/0
scheduler = Scheduler(db,dict(demo1=demo1,demo2=demo2))
## run worker nodes with:
cd web2py
python web2py.py -K myapp
or
python gluon/scheduler.py -u sqlite://storage.sqlite \
-f applications/myapp/databases/ \
-t mytasks.py
(-h for info)
python scheduler.py -h
## schedule jobs using
http://127.0.0.1:8000/scheduler/appadmin/insert/db/scheduler_task
## monitor scheduled jobs
http://127.0.0.1:8000/scheduler/appadmin/select/db?query=db.scheduler_task.id>0
## view completed jobs
http://127.0.0.1:8000/scheduler/appadmin/select/db?query=db.scheduler_run.id>0
## view workers
http://127.0.0.1:8000/scheduler/appadmin/select/db?query=db.scheduler_worker.id>0
## To install the scheduler as a permanent daemon on Linux (w/ Upstart), put the
## following into /etc/init/web2py-scheduler.conf:
## (This assumes your web2py instance is installed in <user>'s home directory,
## running as <user>, with app <myapp>, on network interface eth0.)
description "web2py task scheduler"
start on (local-filesystems and net-device-up IFACE=eth0)
stop on shutdown
respawn limit 8 60 # Give up if restart occurs 8 times in 60 seconds.
exec sudo -u <user> python /home/<user>/web2py/web2py.py -K <myapp>
respawn
## You can then start/stop/restart/check status of the daemon with:
sudo start web2py-scheduler
sudo stop web2py-scheduler
sudo restart web2py-scheduler
sudo status web2py-scheduler
"""
import os
import time
import multiprocessing
import sys
import signal
import cStringIO
import threading
import traceback
import signal
import socket
import datetime
import logging
import optparse
import types
if 'WEB2PY_PATH' in os.environ:
sys.path.append(os.environ['WEB2PY_PATH'])
else:
os.environ['WEB2PY_PATH'] = os.getcwd()
if not os.environ['WEB2PY_PATH'] in sys.path:
sys.path.append(os.environ['WEB2PY_PATH'])
try:
from gluon.contrib.simplejson import loads, dumps
except:
from simplejson import loads, dumps
from gluon import DAL, Field, IS_NOT_EMPTY, IS_IN_SET, IS_NOT_IN_DB
from gluon.utils import web2py_uuid
QUEUED = 'QUEUED'
ASSIGNED = 'ASSIGNED'
RUNNING = 'RUNNING'
COMPLETED = 'COMPLETED'
FAILED = 'FAILED'
TIMEOUT = 'TIMEOUT'
STOPPED = 'STOPPED'
ACTIVE = 'ACTIVE'
TERMINATE = 'TERMINATE'
DISABLED = 'DISABLED'
KILL = 'KILL'
EXPIRED = 'EXPIRED'
SECONDS = 1
HEARTBEAT = 3*SECONDS
MAXHIBERNATION = 10
CALLABLETYPES = (types.LambdaType, types.FunctionType,
types.BuiltinFunctionType,
types.MethodType, types.BuiltinMethodType)
class Task(object):
def __init__(self,app,function,timeout,args='[]',vars='{}',**kwargs):
logging.debug(' new task allocated: %s.%s' % (app,function))
self.app = app
self.function = function
self.timeout = timeout
self.args = args # json
self.vars = vars # json
self.__dict__.update(kwargs)
def __str__(self):
return '<Task: %s>' % self.function
class TaskReport(object):
def __init__(self,status,result=None,output=None,tb=None):
logging.debug(' new task report: %s' % status)
if tb:
logging.debug(' traceback: %s' % tb)
else:
logging.debug(' result: %s' % result)
self.status = status
self.result = result
self.output = output
self.tb = tb
def __str__(self):
return '<TaskReport: %s>' % self.status
def demo_function(*argv,**kwargs):
""" test function """
for i in range(argv[0]):
print 'click',i
time.sleep(1)
return 'done'
#the two functions below deal with simplejson decoding as unicode, esp for the dict decode
#and subsequent usage as function Keyword arguments unicode variable names won't work!
#borrowed from http://stackoverflow.com/questions/956867/how-to-get-string-objects-instead-unicode-ones-from-json-in-python
def _decode_list(lst):
newlist = []
for i in lst:
if isinstance(i, unicode):
i = i.encode('utf-8')
elif isinstance(i, list):
i = _decode_list(i)
newlist.append(i)
return newlist
def _decode_dict(dct):
newdict = {}
for k, v in dct.iteritems():
if isinstance(k, unicode):
k = k.encode('utf-8')
if isinstance(v, unicode):
v = v.encode('utf-8')
elif isinstance(v, list):
v = _decode_list(v)
newdict[k] = v
return newdict
def executor(queue,task):
""" the background process """
logging.debug(' task started')
stdout, sys.stdout = sys.stdout, cStringIO.StringIO()
try:
if task.app:
os.chdir(os.environ['WEB2PY_PATH'])
from gluon.shell import env, parse_path_info
from gluon.dal import BaseAdapter
from gluon import current
level = logging.getLogger().getEffectiveLevel()
logging.getLogger().setLevel(logging.WARN)
# Get controller-specific subdirectory if task.app is of
# form 'app/controller'
(a,c,f) = parse_path_info(task.app)
_env = env(a=a,c=c,import_models=True)
logging.getLogger().setLevel(level)
scheduler = current._scheduler
f = task.function
functions = current._scheduler.tasks
if not functions:
#look into env
_function = _env.get(f)
else:
_function = functions.get(f)
if not isinstance(_function, CALLABLETYPES):
raise NameError("name '%s' not found in scheduler's environment" % f)
globals().update(_env)
args = loads(task.args)
vars = loads(task.vars, object_hook=_decode_dict)
result = dumps(_function(*args,**vars))
else:
### for testing purpose only
result = eval(task.function)(
*loads(task.args, object_hook=_decode_dict),
**loads(task.vars, object_hook=_decode_dict))
stdout, sys.stdout = sys.stdout, stdout
queue.put(TaskReport(COMPLETED, result,stdout.getvalue()))
except BaseException,e:
sys.stdout = stdout
tb = traceback.format_exc()
queue.put(TaskReport(FAILED,tb=tb))
class MetaScheduler(threading.Thread):
def __init__(self):
threading.Thread.__init__(self)
self.process = None # the backround process
self.have_heartbeat = True # set to False to kill
self.empty_runs = 0
def async(self,task):
"""
starts the background process and returns:
('ok',result,output)
('error',exception,None)
('timeout',None,None)
('terminated',None,None)
"""
queue = multiprocessing.Queue(maxsize=1)
p = multiprocessing.Process(target=executor,args=(queue,task))
self.process = p
logging.debug(' task starting')
p.start()
try:
p.join(task.timeout)
except:
p.terminate()
p.join()
self.have_heartbeat = False
logging.debug(' task stopped by general exception')
return TaskReport(STOPPED)
if p.is_alive():
p.terminate()
p.join()
logging.debug(' task timeout')
return TaskReport(TIMEOUT)
elif queue.empty():
self.have_heartbeat = False
logging.debug(' task stopped')
return TaskReport(STOPPED)
else:
logging.debug(' task completed or failed')
return queue.get()
def die(self):
logging.info('die!')
self.have_heartbeat = False
self.terminate_process()
def give_up(self):
logging.info('Giving up as soon as possible!')
self.have_heartbeat = False
def terminate_process(self):
try:
self.process.terminate()
except:
pass # no process to terminate
def run(self):
""" the thread that sends heartbeat """
counter = 0
while self.have_heartbeat:
self.send_heartbeat(counter)
counter += 1
def start_heartbeats(self):
self.start()
def send_heartbeat(self,counter):
print 'thum'
time.sleep(1)
def pop_task(self):
return Task(
app = None,
function = 'demo_function',
timeout = 7,
args = '[2]',
vars = '{}')
def report_task(self,task,task_report):
print 'reporting task'
pass
def sleep(self):
pass
def loop(self):
try:
self.start_heartbeats()
while True and self.have_heartbeat:
logging.debug('looping...')
task = self.pop_task()
if task:
self.empty_runs = 0
self.report_task(task,self.async(task))
else:
self.empty_runs += 1
logging.debug('sleeping...')
if self.max_empty_runs != 0:
logging.debug('empty runs %s/%s', self.empty_runs, self.max_empty_runs)
if self.empty_runs >= self.max_empty_runs:
logging.info('empty runs limit reached, killing myself')
self.die()
self.sleep()
except KeyboardInterrupt:
self.die()
TASK_STATUS = (QUEUED, RUNNING, COMPLETED, FAILED, TIMEOUT, STOPPED, EXPIRED)
RUN_STATUS = (RUNNING, COMPLETED, FAILED, TIMEOUT, STOPPED)
WORKER_STATUS = (ACTIVE, DISABLED, TERMINATE, KILL)
class TYPE(object):
"""
validator that check whether field is valid json and validate its type
"""
def __init__(self,myclass=list,parse=False):
self.myclass = myclass
self.parse=parse
def __call__(self,value):
from gluon import current
try:
obj = loads(value)
except:
return (value,current.T('invalid json'))
else:
if isinstance(obj,self.myclass):
if self.parse:
return (obj,None)
else:
return (value,None)
else:
return (value,current.T('Not of type: %s') % self.myclass)
class Scheduler(MetaScheduler):
def __init__(self,db,tasks=None,migrate=True,
worker_name=None,group_names=None,heartbeat=HEARTBEAT,
max_empty_runs=0, discard_results=False, utc_time=False):
MetaScheduler.__init__(self)
self.db = db
self.db_thread = None
self.tasks = tasks
self.group_names = group_names or ['main']
self.heartbeat = heartbeat
self.worker_name = worker_name or socket.gethostname()+'#'+str(os.getpid())
self.worker_status = RUNNING, 1 #tuple containing status as recorded in
#the table, plus a boost parameter for
#hibernation (i.e. when someone stop the
#worker acting on the scheduler_worker table)
self.max_empty_runs = max_empty_runs
self.discard_results = discard_results
self.is_a_ticker = False
self.do_assign_tasks = False
self.utc_time = utc_time
from gluon import current
current._scheduler = self
self.define_tables(db,migrate=migrate)
def now(self):
return self.utc_time and datetime.datetime.utcnow() or datetime.datetime.now()
def define_tables(self,db,migrate):
from gluon import current
from gluon.dal import DEFAULT
logging.debug('defining tables (migrate=%s)' % migrate)
now = self.now()
db.define_table(
'scheduler_task',
Field('application_name',requires=IS_NOT_EMPTY(),
default=None,writable=False),
Field('task_name',default=None),
Field('group_name',default='main',writable=False),
Field('status',requires=IS_IN_SET(TASK_STATUS),
default=QUEUED,writable=False),
Field('function_name',
requires=IS_IN_SET(sorted(self.tasks.keys()))
if self.tasks else DEFAULT),
Field('uuid', requires=IS_NOT_IN_DB(db, 'scheduler_task.uuid'),
unique=True, default=web2py_uuid),
Field('args','text',default='[]',requires=TYPE(list)),
Field('vars','text',default='{}',requires=TYPE(dict)),
Field('enabled','boolean',default=True),
Field('start_time','datetime',default=now),
Field('next_run_time','datetime',default=now),
Field('stop_time','datetime'),
Field('repeats','integer',default=1,comment="0=unlimited"),
Field('retry_failed', 'integer', default=0, comment="-1=unlimited"),
Field('period','integer',default=60,comment='seconds'),
Field('timeout','integer',default=60,comment='seconds'),
Field('times_run','integer',default=0,writable=False),
Field('times_failed','integer',default=0,writable=False),
Field('last_run_time','datetime',writable=False,readable=False),
Field('assigned_worker_name',default='',writable=False),
migrate=migrate,format='%(task_name)s')
if hasattr(current,'request'):
db.scheduler_task.application_name.default= '%s/%s' % (
current.request.application, current.request.controller
)
db.define_table(
'scheduler_run',
Field('scheduler_task','reference scheduler_task'),
Field('status',requires=IS_IN_SET(RUN_STATUS)),
Field('start_time','datetime'),
Field('stop_time','datetime'),
Field('output','text'),
Field('result','text'),
Field('traceback','text'),
Field('worker_name',default=self.worker_name),
migrate=migrate)
db.define_table(
'scheduler_worker',
Field('worker_name', unique=True),
Field('first_heartbeat','datetime'),
Field('last_heartbeat','datetime'),
Field('status',requires=IS_IN_SET(WORKER_STATUS)),
Field('is_ticker', 'boolean', default=False, writable=False),
Field('group_names', 'list:string', default=self.group_names),
migrate=migrate)
db.commit()
def loop(self,worker_name=None):
signal.signal(signal.SIGTERM, lambda signum, stack_frame: sys.exit(1))
try:
self.start_heartbeats()
while True and self.have_heartbeat:
if self.worker_status[0] == DISABLED:
logging.debug('Someone stopped me, sleeping until better times come (%s)' % self.worker_status[1])
self.sleep()
continue
logging.debug('looping...')
task = self.pop_task()
if task:
self.empty_runs = 0
self.report_task(task,self.async(task))
else:
self.empty_runs += 1
logging.debug('sleeping...')
if self.max_empty_runs != 0:
logging.debug('empty runs %s/%s', self.empty_runs, self.max_empty_runs)
if self.empty_runs >= self.max_empty_runs:
logging.info('empty runs limit reached, killing myself')
self.die()
self.sleep()
except (KeyboardInterrupt, SystemExit):
logging.info('catched')
self.die()
def pop_task(self):
now = self.now()
db, ts = self.db, self.db.scheduler_task
if self.is_a_ticker and self.do_assign_tasks:
#I'm a ticker, and 5 loops passed without reassigning tasks, let's do
#that and loop again
db.commit() #?don't know if it's useful, let's be completely sure
while True:
try:
self.assign_tasks()
db.commit()
break
except:
db.rollback()
logging.error('TICKER: error assigning tasks')
return None
grabbed = db(ts.assigned_worker_name==self.worker_name)\
(ts.status==ASSIGNED)
task = grabbed.select(limitby=(0,1), orderby=ts.next_run_time).first()
if task:
task.update_record(status=RUNNING,last_run_time=now)
#noone will touch my task!
db.commit()
logging.debug(' work to do %s' % task.id)
else:
logging.debug('nothing to do')
return None
next_run_time = task.last_run_time + datetime.timedelta(seconds=task.period)
times_run = task.times_run + 1
if times_run < task.repeats or task.repeats==0:
run_again = True
else:
run_again = False
run_id = 0
while True and not self.discard_results:
logging.debug(' new scheduler_run record')
try:
run_id = db.scheduler_run.insert(
scheduler_task = task.id,
status=RUNNING,
start_time=now,
worker_name=self.worker_name)
db.commit()
break
except:
db.rollback()
logging.info('new task %(id)s "%(task_name)s" %(application_name)s.%(function_name)s' % task)
return Task(
app = task.application_name,
function = task.function_name,
timeout = task.timeout,
args = task.args, #in json
vars = task.vars, #in json
task_id = task.id,
run_id = run_id,
run_again = run_again,
next_run_time=next_run_time,
times_run = times_run,
stop_time = task.stop_time,
retry_failed = task.retry_failed,
times_failed = task.times_failed)
def report_task(self,task,task_report):
db = self.db
now = self.now()
if not self.discard_results:
if task_report.result != 'null' or task_report.tb:
#result is 'null' as a string if task completed
#if it's stopped it's None as NoneType, so we record
#the STOPPED "run" anyway
logging.debug(' recording task report in db (%s)' % task_report.status)
db(db.scheduler_run.id==task.run_id).update(
status = task_report.status,
stop_time = now,
result = task_report.result,
output = task_report.output,
traceback = task_report.tb)
else:
logging.debug(' deleting task report in db because of no result')
db(db.scheduler_run.id==task.run_id).delete()
is_expired = task.stop_time and task.next_run_time > task.stop_time and True or False
status = (task.run_again and is_expired and EXPIRED
or task.run_again and not is_expired and QUEUED or COMPLETED)
if task_report.status == COMPLETED:
d = dict(status = status,
next_run_time = task.next_run_time,
times_run = task.times_run,
times_failed = 0 #reset times_failed counter for the next run
)
db(db.scheduler_task.id==task.task_id)\
(db.scheduler_task.status==RUNNING).update(**d)
else:
st_mapping = {'FAILED':'FAILED',
'TIMEOUT':'TIMEOUT',
'STOPPED':'QUEUED'}[task_report.status]
status = (task.retry_failed and task.times_failed < task.retry_failed
and QUEUED or task.retry_failed==-1 and QUEUED or st_mapping)
db(db.scheduler_task.id==task.task_id)\
(db.scheduler_task.status==RUNNING).update(
times_failed=db.scheduler_task.times_failed+1,
next_run_time = task.next_run_time,
status=status)
db.commit()
logging.info('task completed (%s)' % task_report.status)
def adj_hibernation(self):
if self.worker_status[0] == DISABLED:
hibernation = self.worker_status[1] + 1 if self.worker_status[1] < MAXHIBERNATION else MAXHIBERNATION
self.worker_status = DISABLED, hibernation
def send_heartbeat(self,counter):
if not self.db_thread:
logging.debug('thread building own DAL object')
self.db_thread = DAL(self.db._uri,folder = self.db._adapter.folder)
self.define_tables(self.db_thread,migrate=False)
try:
db = self.db_thread
sw, st = db.scheduler_worker, db.scheduler_task
now = self.now()
expiration = now-datetime.timedelta(seconds=self.heartbeat*3)
departure = now-datetime.timedelta(seconds=self.heartbeat*3*MAXHIBERNATION)
# record heartbeat
mybackedstatus = db(sw.worker_name==self.worker_name).select().first()
if not mybackedstatus:
sw.insert(status = ACTIVE,worker_name = self.worker_name,
first_heartbeat = now,last_heartbeat = now,
group_names = self.group_names)
self.worker_status = ACTIVE, 1 #activating the process
else:
if mybackedstatus.status == DISABLED:
self.worker_status = DISABLED, self.worker_status[1]#keep sleeping
if self.worker_status[1] == MAXHIBERNATION:
logging.debug('........recording heartbeat')
db(sw.worker_name==self.worker_name).update(
last_heartbeat = now)
elif mybackedstatus.status == TERMINATE:
self.worker_status = TERMINATE, self.worker_status[1]
logging.debug("Waiting to terminate the current task")
self.give_up()
return
elif mybackedstatus.status == KILL:
self.worker_status = KILL, self.worker_status[1]
self.die()
else:
logging.debug('........recording heartbeat')
db(sw.worker_name==self.worker_name).update(
last_heartbeat = now, status = ACTIVE)
self.worker_status = ACTIVE, 1 #re-activating the process
self.do_assign_tasks = False
if counter % 5 == 0:
try:
# delete inactive workers
logging.debug(' freeing workers that have not sent heartbeat')
inactive_workers = db(
((sw.last_heartbeat<expiration) & (sw.status == ACTIVE)) |
((sw.last_heartbeat<departure) & (sw.status != ACTIVE))
)
db(st.assigned_worker_name.belongs(
inactive_workers._select(sw.worker_name)))\
(st.status == RUNNING)\
.update(assigned_worker_name='',status=QUEUED)
inactive_workers.delete()
self.is_a_ticker = self.being_a_ticker()
if self.worker_status[0] == ACTIVE:
self.do_assign_tasks = True
except:
pass
db.commit()
except:
db.rollback()
self.adj_hibernation()
self.sleep()
def being_a_ticker(self):
db = self.db_thread
sw = db.scheduler_worker
ticker = db((sw.worker_name != self.worker_name) & (sw.is_ticker == True) & (sw.status == ACTIVE)).select().first()
if not ticker:
db(sw.worker_name == self.worker_name).update(is_ticker = True)
db(sw.worker_name != self.worker_name).update(is_ticker = False)
logging.info("TICKER: I'm a ticker (%s)" % self.worker_name)
return True
else:
logging.info("%s is a ticker, I'm a poor worker" % ticker.worker_name)
return False
def assign_tasks(self):
db = self.db
sw, ts = db.scheduler_worker, db.scheduler_task
now = self.now()
all_workers = db(sw.status == ACTIVE).select()
#build workers as dict of groups
wkgroups = {}
for w in all_workers:
group_names = w.group_names
for gname in group_names:
if gname not in wkgroups:
wkgroups[gname] = dict(workers=[{'name' : w.worker_name, 'c' : 0}])
else:
wkgroups[gname]['workers'].append({'name' : w.worker_name, 'c' : 0})
#set queued tasks that expired between "runs" (i.e., you turned off)
#the scheduler and then it wasn't expired, but now it is
db(ts.status.belongs((QUEUED,ASSIGNED)))(ts.stop_time<now).update(status=EXPIRED)
all_available = db(ts.status.belongs((QUEUED,ASSIGNED)))\
((ts.times_run<ts.repeats)|(ts.repeats==0))\
(ts.start_time<=now)\
((ts.stop_time==None) | (ts.stop_time>now))\
(ts.next_run_time<=now)\
(ts.enabled==True)
limit = len(all_workers) * 50
#if there are a moltitude of tasks, let's assign a maximum of 50 tasks per worker.
#this can be adjusted with some added intelligence (like esteeming how many tasks will
#a worker complete before the ticker reassign them around, but the gain is quite small
#50 is quite a sweet spot also for fast tasks, with sane heartbeat values
#NB: ticker reassign tasks every 5 cycles, so if a worker completes his 50 tasks in less
#than heartbeat*5 seconds, it won't pick new tasks until heartbeat*5 seconds pass.
tasks = all_available.select(limitby=(0,limit), orderby=ts.next_run_time)
#everything until now is going fine. If a worker is currently elaborating a long task,
#all other tasks assigned to him needs to be reassigned "freely" to other workers, that may be free.
#this shuffles up things a bit, in order to maintain the idea of a semi-linear scalability
#let's freeze it up
db.commit()
#let's break up the queue evenly among workers
for task in tasks:
gname = task.group_name
ws = wkgroups.get(gname)
if ws:
counter = 0
myw = 0
for i, w in enumerate(ws['workers']):
if w['c'] < counter:
myw = i
counter = w['c']
d = dict(status=ASSIGNED,
assigned_worker_name=wkgroups[gname]['workers'][myw]['name'])
if not task.task_name:
d['task_name'] = task.function_name
task.update_record(**d)
wkgroups[gname]['workers'][myw]['c'] += 1
db.commit()
#I didn't report tasks but I'm working nonetheless!!!!
if len(tasks) > 0:
self.empty_runs = 0
logging.info('TICKER: workers are %s' % len(all_workers))
logging.info('TICKER: tasks are %s' % len(tasks))
def sleep(self):
time.sleep(self.heartbeat*self.worker_status[1]) # should only sleep until next available task
def main():
"""
allows to run worker without python web2py.py .... by simply python this.py
"""
parser = optparse.OptionParser()
parser.add_option(
"-w", "--worker_name", dest="worker_name", default=None,
help="start a worker with name")
parser.add_option(
"-b", "--heartbeat",dest="heartbeat", default = 10,
type='int', help="heartbeat time in seconds (default 10)")
parser.add_option(
"-L", "--logger_level",dest="logger_level",
default=30,
type='int',
help="set debug output level (0-100, 0 means all, 100 means none;default is 30)")
parser.add_option("-E", "--empty-runs",
dest="max_empty_runs",
type='int',
default = 0,
help="max loops with no grabbed tasks permitted (0 for never check)")
parser.add_option(
"-g", "--group_names",dest="group_names",
default = 'main',
help="comma separated list of groups to be picked by the worker")
parser.add_option(
"-f", "--db_folder",dest="db_folder",
default = '/Users/mdipierro/web2py/applications/scheduler/databases',
help="location of the dal database folder")
parser.add_option(
"-u", "--db_uri",dest="db_uri",
default = 'sqlite://storage.sqlite',
help="database URI string (web2py DAL syntax)")
parser.add_option(
"-t", "--tasks",dest="tasks",default=None,
help="file containing task files, must define" + \
"tasks = {'task_name':(lambda: 'output')} or similar set of tasks")
parser.add_option(
"-U", "--utc-time", dest="utc_time", default=False,
help="work with UTC timestamps"
)
(options, args) = parser.parse_args()
if not options.tasks or not options.db_uri:
print USAGE
if options.tasks:
path,filename = os.path.split(options.tasks)
if filename.endswith('.py'):
filename = filename[:-3]
sys.path.append(path)
print 'importing tasks...'
tasks = __import__(filename, globals(), locals(), [], -1).tasks
print 'tasks found: '+', '.join(tasks.keys())
else:
tasks = {}
group_names = [x.strip() for x in options.group_names.split(',')]
logging.getLogger().setLevel(options.logger_level)
print 'groups for this worker: '+', '.join(group_names)
print 'connecting to database in folder: ' + options.db_folder or './'
print 'using URI: '+options.db_uri
db = DAL(options.db_uri,folder=options.db_folder)
print 'instantiating scheduler...'
scheduler=Scheduler(db = db,
worker_name = options.worker_name,
tasks = tasks,
migrate = True,
group_names = group_names,
heartbeat = options.heartbeat,
max_empty_runs = options.max_empty_runs,
utc_time = options.utc_time)
signal.signal(signal.SIGTERM, lambda signum, stack_frame: sys.exit(1))
print 'starting main worker loop...'
scheduler.loop()
if __name__=='__main__':
main()