Files
django-q2/django_q/cluster.py
Ronald van Zon dd4f02f122 Add custom SharedCounter / Queue
This will not fix anything related to Django 2.0 but will allow MAC
users to run Django-Q allowing tests to be run locally.
2017-12-13 14:36:12 +01:00

597 lines
22 KiB
Python

# Future
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
# Standard
import importlib
import signal
import socket
import ast
from time import sleep
from multiprocessing import Event, Process, Value, current_process
# external
import arrow
# Django
from django.utils import timezone
from django.utils.translation import ugettext_lazy as _
from django import db
# Local
import signing
import tasks
from django_q.compat import range
from django_q.conf import Conf, logger, psutil, get_ppid, error_reporter, rollbar
from django_q.models import Task, Success, Schedule
from django_q.status import Stat, Status
from django_q.brokers import get_broker
from django_q.signals import pre_execute
from django_q.queues import Queue
class Cluster(object):
def __init__(self, broker=None):
self.broker = broker or get_broker()
self.sentinel = None
self.stop_event = None
self.start_event = None
self.pid = current_process().pid
self.host = socket.gethostname()
self.timeout = Conf.TIMEOUT
signal.signal(signal.SIGTERM, self.sig_handler)
signal.signal(signal.SIGINT, self.sig_handler)
def start(self):
# Start Sentinel
self.stop_event = Event()
self.start_event = Event()
self.sentinel = Process(target=Sentinel,
args=(self.stop_event, self.start_event, self.broker, self.timeout))
self.sentinel.start()
logger.info(_('Q Cluster-{} starting.').format(self.pid))
while not self.start_event.is_set():
sleep(0.1)
return self.pid
def stop(self):
if not self.sentinel.is_alive():
return False
logger.info(_('Q Cluster-{} stopping.').format(self.pid))
self.stop_event.set()
self.sentinel.join()
logger.info(_('Q Cluster-{} has stopped.').format(self.pid))
self.start_event = None
self.stop_event = None
return True
def sig_handler(self, signum, frame):
logger.debug(_('{} got signal {}').format(current_process().name,
Conf.SIGNAL_NAMES.get(signum, 'UNKNOWN')))
self.stop()
@property
def stat(self):
if self.sentinel:
return Stat.get(self.pid)
return Status(self.pid)
@property
def is_starting(self):
return self.stop_event and self.start_event and not self.start_event.is_set()
@property
def is_running(self):
return self.stop_event and self.start_event and self.start_event.is_set()
@property
def is_stopping(self):
return self.stop_event and self.start_event and self.start_event.is_set() and self.stop_event.is_set()
@property
def has_stopped(self):
return self.start_event is None and self.stop_event is None and self.sentinel
class Sentinel(object):
def __init__(self, stop_event, start_event, broker=None, timeout=Conf.TIMEOUT, start=True):
# Make sure we catch signals for the pool
signal.signal(signal.SIGINT, signal.SIG_IGN)
signal.signal(signal.SIGTERM, signal.SIG_DFL)
self.pid = current_process().pid
self.parent_pid = get_ppid()
self.name = current_process().name
self.broker = broker or get_broker()
self.reincarnations = 0
self.tob = timezone.now()
self.stop_event = stop_event
self.start_event = start_event
self.pool_size = Conf.WORKERS
self.pool = []
self.timeout = timeout
self.task_queue = Queue(maxsize=Conf.QUEUE_LIMIT) if Conf.QUEUE_LIMIT else Queue()
self.result_queue = Queue()
self.event_out = Event()
self.monitor = None
self.pusher = None
if start:
self.start()
def start(self):
self.broker.ping()
self.spawn_cluster()
self.guard()
def status(self):
if not self.start_event.is_set() and not self.stop_event.is_set():
return Conf.STARTING
elif self.start_event.is_set() and not self.stop_event.is_set():
if self.result_queue.empty() and self.task_queue.empty():
return Conf.IDLE
return Conf.WORKING
elif self.stop_event.is_set() and self.start_event.is_set():
if self.monitor.is_alive() or self.pusher.is_alive() or len(self.pool) > 0:
return Conf.STOPPING
return Conf.STOPPED
def spawn_process(self, target, *args):
"""
:type target: function or class
"""
p = Process(target=target, args=args)
p.daemon = True
if target == worker:
p.daemon = Conf.DAEMONIZE_WORKERS
p.timer = args[2]
self.pool.append(p)
p.start()
return p
def spawn_pusher(self):
return self.spawn_process(pusher, self.task_queue, self.event_out, self.broker)
def spawn_worker(self):
self.spawn_process(worker, self.task_queue, self.result_queue, Value('f', -1), self.timeout)
def spawn_monitor(self):
return self.spawn_process(monitor, self.result_queue, self.broker)
def reincarnate(self, process):
"""
:param process: the process to reincarnate
:type process: Process or None
"""
db.connections.close_all() # Close any old connections
if process == self.monitor:
self.monitor = self.spawn_monitor()
logger.error(_("reincarnated monitor {} after sudden death").format(process.name))
elif process == self.pusher:
self.pusher = self.spawn_pusher()
logger.error(_("reincarnated pusher {} after sudden death").format(process.name))
else:
self.pool.remove(process)
self.spawn_worker()
if self.timeout and int(process.timer.value) == 0:
# only need to terminate on timeout, otherwise we risk destabilizing the queues
process.terminate()
logger.warn(_("reincarnated worker {} after timeout").format(process.name))
elif int(process.timer.value) == -2:
logger.info(_("recycled worker {}").format(process.name))
else:
logger.error(_("reincarnated worker {} after death").format(process.name))
self.reincarnations += 1
def spawn_cluster(self):
self.pool = []
Stat(self).save()
db.connection.close()
# spawn worker pool
for __ in range(self.pool_size):
self.spawn_worker()
# spawn auxiliary
self.monitor = self.spawn_monitor()
self.pusher = self.spawn_pusher()
# set worker cpu affinity if needed
if psutil and Conf.CPU_AFFINITY:
set_cpu_affinity(Conf.CPU_AFFINITY, [w.pid for w in self.pool])
def guard(self):
logger.info(_('{} guarding cluster at {}').format(current_process().name, self.pid))
self.start_event.set()
Stat(self).save()
logger.info(_('Q Cluster-{} running.').format(self.parent_pid))
scheduler(broker=self.broker)
counter = 0
cycle = Conf.GUARD_CYCLE # guard loop sleep in seconds
# Guard loop. Runs at least once
while not self.stop_event.is_set() or not counter:
# Check Workers
for p in self.pool:
# Are you alive?
if not p.is_alive() or (self.timeout and p.timer.value == 0):
self.reincarnate(p)
continue
# Decrement timer if work is being done
if self.timeout and p.timer.value > 0:
p.timer.value -= cycle
# Check Monitor
if not self.monitor.is_alive():
self.reincarnate(self.monitor)
# Check Pusher
if not self.pusher.is_alive():
self.reincarnate(self.pusher)
# Call scheduler once a minute (or so)
counter += cycle
if counter >= 30 and Conf.SCHEDULER:
counter = 0
scheduler(broker=self.broker)
# Save current status
Stat(self).save()
sleep(cycle)
self.stop()
def stop(self):
Stat(self).save()
name = current_process().name
logger.info(_('{} stopping cluster processes').format(name))
# Stopping pusher
self.event_out.set()
# Wait for it to stop
while self.pusher.is_alive():
sleep(0.1)
Stat(self).save()
# Put poison pills in the queue
for __ in range(len(self.pool)):
self.task_queue.put('STOP')
self.task_queue.close()
# wait for the task queue to empty
self.task_queue.join_thread()
# Wait for all the workers to exit
while len(self.pool):
for p in self.pool:
if not p.is_alive():
self.pool.remove(p)
sleep(0.1)
Stat(self).save()
# Finally stop the monitor
self.result_queue.put('STOP')
self.result_queue.close()
# Wait for the result queue to empty
self.result_queue.join_thread()
logger.info(_('{} waiting for the monitor.').format(name))
# Wait for everything to close or time out
count = 0
if not self.timeout:
self.timeout = 30
while self.status() == Conf.STOPPING and count < self.timeout * 10:
sleep(0.1)
Stat(self).save()
count += 1
# Final status
Stat(self).save()
def pusher(task_queue, event, broker=None):
"""
Pulls tasks of the broker and puts them in the task queue
:type task_queue: multiprocessing.Queue
:type event: multiprocessing.Event
"""
if not broker:
broker = get_broker()
logger.info(_('{} pushing tasks at {}').format(current_process().name, current_process().pid))
while True:
try:
task_set = broker.dequeue()
except Exception as e:
logger.error(e)
# broker probably crashed. Let the sentinel handle it.
sleep(10)
break
if task_set:
for task in task_set:
ack_id = task[0]
# unpack the task
try:
task = signing.SignedPackage.loads(task[1])
except (TypeError, signing.BadSignature) as e:
logger.error(e)
broker.fail(ack_id)
continue
task['ack_id'] = ack_id
task_queue.put(task)
logger.debug(_('queueing from {}').format(broker.list_key))
if event.is_set():
break
logger.info(_("{} stopped pushing tasks").format(current_process().name))
def monitor(result_queue, broker=None):
"""
Gets finished tasks from the result queue and saves them to Django
:type result_queue: multiprocessing.Queue
"""
if not broker:
broker = get_broker()
name = current_process().name
logger.info(_("{} monitoring at {}").format(name, current_process().pid))
for task in iter(result_queue.get, 'STOP'):
# save the result
if task.get('cached', False):
save_cached(task, broker)
else:
save_task(task, broker)
# acknowledge and log the result
if task['success']:
# acknowledge
ack_id = task.pop('ack_id', False)
if ack_id:
broker.acknowledge(ack_id)
# log success
logger.info(_("Processed [{}]").format(task['name']))
else:
# log failure
logger.error(_("Failed [{}] - {}").format(task['name'], task['result']))
logger.info(_("{} stopped monitoring results").format(name))
def worker(task_queue, result_queue, timer, timeout=Conf.TIMEOUT):
"""
Takes a task from the task queue, tries to execute it and puts the result back in the result queue
:type task_queue: multiprocessing.Queue
:type result_queue: multiprocessing.Queue
:type timer: multiprocessing.Value
"""
name = current_process().name
logger.info(_('{} ready for work at {}').format(name, current_process().pid))
task_count = 0
# Start reading the task queue
for task in iter(task_queue.get, 'STOP'):
result = None
timer.value = -1 # Idle
task_count += 1
# Get the function from the task
logger.info(_('{} processing [{}]').format(name, task['name']))
f = task['func']
# if it's not an instance try to get it from the string
if not callable(task['func']):
try:
module, func = f.rsplit('.', 1)
m = importlib.import_module(module)
f = getattr(m, func)
except (ValueError, ImportError, AttributeError) as e:
result = (e, False)
if error_reporter:
error_reporter.report()
if rollbar:
rollbar.report_exc_info()
# We're still going
if not result:
db.close_old_connections()
timer_value = task['kwargs'].pop('timeout', timeout or 0)
# signal execution
pre_execute.send(sender="django_q", func=f, task=task)
# execute the payload
timer.value = timer_value # Busy
try:
res = f(*task['args'], **task['kwargs'])
result = (res, True)
except Exception as e:
result = ('{}'.format(e), False)
if error_reporter:
error_reporter.report()
if rollbar:
rollbar.report_exc_info()
# Process result
task['result'] = result[0]
task['success'] = result[1]
task['stopped'] = timezone.now()
result_queue.put(task)
timer.value = -1 # Idle
# Recycle
if task_count == Conf.RECYCLE:
timer.value = -2 # Recycled
break
logger.info(_('{} stopped doing work').format(name))
def save_task(task, broker):
"""
Saves the task package to Django or the cache
"""
# SAVE LIMIT < 0 : Don't save success
if not task.get('save', Conf.SAVE_LIMIT >= 0) and task['success']:
return
# async next in a chain
if task.get('chain', None):
tasks.async_chain(task['chain'], group=task['group'], cached=task['cached'], sync=task['sync'], broker=broker)
# SAVE LIMIT > 0: Prune database, SAVE_LIMIT 0: No pruning
db.close_old_connections()
try:
if task['success'] and 0 < Conf.SAVE_LIMIT <= Success.objects.count():
Success.objects.last().delete()
# check if this task has previous results
if Task.objects.filter(id=task['id'], name=task['name']).exists():
existing_task = Task.objects.get(id=task['id'], name=task['name'])
# only update the result if it hasn't succeeded yet
if not existing_task.success:
existing_task.stopped = task['stopped']
existing_task.result = task['result']
existing_task.success = task['success']
existing_task.save()
else:
Task.objects.create(id=task['id'],
name=task['name'],
func=task['func'],
hook=task.get('hook'),
args=task['args'],
kwargs=task['kwargs'],
started=task['started'],
stopped=task['stopped'],
result=task['result'],
group=task.get('group'),
success=task['success']
)
except Exception as e:
logger.error(e)
def save_cached(task, broker):
task_key = '{}:{}'.format(broker.list_key, task['id'])
timeout = task['cached']
if timeout is True:
timeout = None
try:
group = task.get('group', None)
iter_count = task.get('iter_count', 0)
# if it's a group append to the group list
if group:
group_key = '{}:{}:keys'.format(broker.list_key, group)
group_list = broker.cache.get(group_key) or []
# if it's an iter group, check if we are ready
if iter_count and len(group_list) == iter_count - 1:
group_args = '{}:{}:args'.format(broker.list_key, group)
# collate the results into a Task result
results = [signing.SignedPackage.loads(broker.cache.get(k))['result'] for k in group_list]
results.append(task['result'])
task['result'] = results
task['id'] = group
task['args'] = signing.SignedPackage.loads(broker.cache.get(group_args))
task.pop('iter_count', None)
task.pop('group', None)
if task.get('iter_cached', None):
task['cached'] = task.pop('iter_cached', None)
save_cached(task, broker=broker)
else:
save_task(task, broker)
broker.cache.delete_many(group_list)
broker.cache.delete_many([group_key, group_args])
return
# save the group list
group_list.append(task_key)
broker.cache.set(group_key, group_list, timeout)
# async next in a chain
if task.get('chain', None):
tasks.async_chain(task['chain'], group=group, cached=task['cached'], sync=task['sync'], broker=broker)
# save the task
broker.cache.set(task_key,
signing.SignedPackage.dumps(task),
timeout)
except Exception as e:
logger.error(e)
def scheduler(broker=None):
"""
Creates a task from a schedule at the scheduled time and schedules next run
"""
if not broker:
broker = get_broker()
db.close_old_connections()
try:
for s in Schedule.objects.exclude(repeats=0).filter(next_run__lt=timezone.now()):
args = ()
kwargs = {}
# get args, kwargs and hook
if s.kwargs:
try:
# eval should be safe here because dict()
kwargs = eval('dict({})'.format(s.kwargs))
except SyntaxError:
kwargs = {}
if s.args:
args = ast.literal_eval(s.args)
# single value won't eval to tuple, so:
if type(args) != tuple:
args = (args,)
q_options = kwargs.get('q_options', {})
if s.hook:
q_options['hook'] = s.hook
# set up the next run time
if not s.schedule_type == s.ONCE:
next_run = arrow.get(s.next_run)
while True:
if s.schedule_type == s.MINUTES:
next_run = next_run.replace(minutes=+(s.minutes or 1))
elif s.schedule_type == s.HOURLY:
next_run = next_run.replace(hours=+1)
elif s.schedule_type == s.DAILY:
next_run = next_run.replace(days=+1)
elif s.schedule_type == s.WEEKLY:
next_run = next_run.replace(weeks=+1)
elif s.schedule_type == s.MONTHLY:
next_run = next_run.replace(months=+1)
elif s.schedule_type == s.QUARTERLY:
next_run = next_run.replace(months=+3)
elif s.schedule_type == s.YEARLY:
next_run = next_run.replace(years=+1)
if Conf.CATCH_UP or next_run > arrow.utcnow():
break
s.next_run = next_run.datetime
s.repeats += -1
# send it to the cluster
q_options['broker'] = broker
q_options['group'] = q_options.get('group', s.name or s.id)
kwargs['q_options'] = q_options
s.task = tasks.async(s.func, *args, **kwargs)
# log it
if not s.task:
logger.error(
_('{} failed to create a task from schedule [{}]').format(current_process().name,
s.name or s.id))
else:
logger.info(
_('{} created a task from schedule [{}]').format(current_process().name, s.name or s.id))
# default behavior is to delete a ONCE schedule
if s.schedule_type == s.ONCE:
if s.repeats < 0:
s.delete()
continue
# but not if it has a positive repeats
s.repeats = 0
# save the schedule
s.save()
except Exception as e:
logger.error(e)
def set_cpu_affinity(n, process_ids, actual=not Conf.TESTING):
"""
Sets the cpu affinity for the supplied processes.
Requires the optional psutil module.
:param int n: affinity
:param list process_ids: a list of pids
:param bool actual: Test workaround for Travis not supporting cpu affinity
"""
# check if we have the psutil module
if not psutil:
logger.warning('Skipping cpu affinity because psutil was not found.')
return
# check if the platform supports cpu_affinity
if actual and not hasattr(psutil.Process(process_ids[0]), 'cpu_affinity'):
logger.warning('Faking cpu affinity because it is not supported on this platform')
actual = False
# get the available processors
cpu_list = list(range(psutil.cpu_count()))
# affinities of 0 or gte cpu_count, equals to no affinity
if not n or n >= len(cpu_list):
return
# spread the workers over the available processors.
index = 0
for pid in process_ids:
affinity = []
for k in range(n):
if index == len(cpu_list):
index = 0
affinity.append(cpu_list[index])
index += 1
if psutil.pid_exists(pid):
p = psutil.Process(pid)
if actual:
p.cpu_affinity(affinity)
logger.info(_('{} will use cpu {}').format(pid, affinity))