Files
django-q2/django_q/tasks.py
Pierre-Elliott Bécue ae75a84f7f Replaces async occurrences with alternatives
* async is now a reserved word in python3.7
 * Rename async function to enqueue
 * Rename all async_ functions to enqueue_
 * Rename Async class to AsyncTask
 * Updates the docs.
2018-07-07 21:33:43 +02:00

690 lines
21 KiB
Python

"""Provides task functionality."""
# Standard
from time import sleep, time
from multiprocessing import Value
# django
from django.db import IntegrityError
from django.utils import timezone
# local
from django_q.signing import SignedPackage
from django_q.conf import Conf, logger
from django_q.models import Schedule, Task
from django_q.humanhash import uuid
from django_q.brokers import get_broker
from django_q.signals import pre_enqueue
from django_q.queues import Queue
def enqueue(func, *args, **kwargs):
"""Queue a task for the cluster."""
keywords = kwargs.copy()
opt_keys = ('hook', 'group', 'save', 'sync', 'cached', 'ack_failure', 'iter_count', 'iter_cached', 'chain', 'broker')
q_options = keywords.pop('q_options', {})
# get an id
tag = uuid()
# build the task package
task = {'id': tag[1],
'name': keywords.pop('task_name', None) or q_options.pop('task_name', None) or tag[0],
'func': func,
'args': args}
# push optionals
for key in opt_keys:
if q_options and key in q_options:
task[key] = q_options[key]
elif key in keywords:
task[key] = keywords.pop(key)
# don't serialize the broker
broker = task.pop('broker', get_broker())
# overrides
if 'cached' not in task and Conf.CACHED:
task['cached'] = Conf.CACHED
if 'sync' not in task and Conf.SYNC:
task['sync'] = Conf.SYNC
if 'ack_failure' not in task and Conf.ACK_FAILURES:
task['ack_failure'] = Conf.ACK_FAILURES
# finalize
task['kwargs'] = keywords
task['started'] = timezone.now()
# signal it
pre_enqueue.send(sender="django_q", task=task)
# sign it
pack = SignedPackage.dumps(task)
if task.get('sync', False):
return _sync(pack)
# push it
enqueue_id = broker.enqueue(pack)
logger.info('Enqueued {}'.format(enqueue_id))
logger.debug('Pushed {}'.format(tag))
return task['id']
def schedule(func, *args, **kwargs):
"""
Create a schedule.
:param func: function to schedule.
:param args: function arguments.
:param name: optional name for the schedule.
:param hook: optional result hook function.
:type schedule_type: Schedule.TYPE
:param repeats: how many times to repeat. 0=never, -1=always.
:param next_run: Next scheduled run.
:type next_run: datetime.datetime
:param kwargs: function keyword arguments.
:return: the schedule object.
:rtype: Schedule
"""
name = kwargs.pop('name', None)
hook = kwargs.pop('hook', None)
schedule_type = kwargs.pop('schedule_type', Schedule.ONCE)
minutes = kwargs.pop('minutes', None)
repeats = kwargs.pop('repeats', -1)
next_run = kwargs.pop('next_run', timezone.now())
# check for name duplicates instead of am unique constraint
if name and Schedule.objects.filter(name=name).exists():
raise IntegrityError("A schedule with the same name already exists.")
# create and return the schedule
return Schedule.objects.create(name=name,
func=func,
hook=hook,
args=args,
kwargs=kwargs,
schedule_type=schedule_type,
minutes=minutes,
repeats=repeats,
next_run=next_run
)
def result(task_id, wait=0, cached=Conf.CACHED):
"""
Return the result of the named task.
:type task_id: str or uuid
:param task_id: the task name or uuid
:type wait: int
:param wait: number of milliseconds to wait for a result
:param bool cached: run this against the cache backend
:return: the result object of this task
:rtype: object
"""
if cached:
return result_cached(task_id, wait)
start = time()
while True:
r = Task.get_result(task_id)
if r:
return r
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def result_cached(task_id, wait=0, broker=None):
"""
Return the result from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
r = broker.cache.get('{}:{}'.format(broker.list_key, task_id))
if r:
return SignedPackage.loads(r)['result']
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def result_group(group_id, failures=False, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of results for a task group.
:param str group_id: the group id
:param bool failures: set to True to include failures
:param int count: Block until there are this many results in the group
:param bool cached: run this against the cache backend
:return: list or results
"""
if cached:
return result_group_cached(group_id, failures, wait, count)
start = time()
if count:
while True:
if count_group(group_id) == count or wait and (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
while True:
r = Task.get_result_group(group_id, failures)
if r:
return r
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def result_group_cached(group_id, failures=False, wait=0, count=None, broker=None):
"""
Return a list of results for a task group from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
if count:
while True:
if count_group_cached(group_id) == count or wait and (time() - start) * 1000 >= wait > 0:
break
sleep(0.01)
while True:
group_list = broker.cache.get('{}:{}:keys'.format(broker.list_key, group_id))
if group_list:
result_list = []
for task_key in group_list:
task = SignedPackage.loads(broker.cache.get(task_key))
if task['success'] or failures:
result_list.append(task['result'])
return result_list
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def fetch(task_id, wait=0, cached=Conf.CACHED):
"""
Return the processed task.
:param task_id: the task name or uuid
:type task_id: str or uuid
:param wait: the number of milliseconds to wait for a result
:type wait: int
:param bool cached: run this against the cache backend
:return: the full task object
:rtype: Task
"""
if cached:
return fetch_cached(task_id, wait)
start = time()
while True:
t = Task.get_task(task_id)
if t:
return t
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def fetch_cached(task_id, wait=0, broker=None):
"""
Return the processed task from the cache backend
"""
if not broker:
broker = get_broker()
start = time()
while True:
r = broker.cache.get('{}:{}'.format(broker.list_key, task_id))
if r:
task = SignedPackage.loads(r)
t = Task(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'],
success=task['success'])
return t
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def fetch_group(group_id, failures=True, wait=0, count=None, cached=Conf.CACHED):
"""
Return a list of Tasks for a task group.
:param str group_id: the group id
:param bool failures: set to False to exclude failures
:param bool cached: run this against the cache backend
:return: list of Tasks
"""
if cached:
return fetch_group_cached(group_id, failures, wait, count)
start = time()
if count:
while True:
if count_group(group_id) == count or wait and (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
while True:
r = Task.get_task_group(group_id, failures)
if r:
return r
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def fetch_group_cached(group_id, failures=True, wait=0, count=None, broker=None):
"""
Return a list of Tasks for a task group in the cache backend
"""
if not broker:
broker = get_broker()
start = time()
if count:
while True:
if count_group_cached(group_id) == count or wait and (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
while True:
group_list = broker.cache.get('{}:{}:keys'.format(broker.list_key, group_id))
if group_list:
task_list = []
for task_key in group_list:
task = SignedPackage.loads(broker.cache.get(task_key))
if task['success'] or failures:
t = Task(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'])
task_list.append(t)
return task_list
if (time() - start) * 1000 >= wait >= 0:
break
sleep(0.01)
def count_group(group_id, failures=False, cached=Conf.CACHED):
"""
Count the results in a group.
:param str group_id: the group id
:param bool failures: Returns failure count if True
:param bool cached: run this against the cache backend
:return: the number of tasks/results in a group
:rtype: int
"""
if cached:
return count_group_cached(group_id, failures)
return Task.get_group_count(group_id, failures)
def count_group_cached(group_id, failures=False, broker=None):
"""
Count the results in a group in the cache backend
"""
if not broker:
broker = get_broker()
group_list = broker.cache.get('{}:{}:keys'.format(broker.list_key, group_id))
if group_list:
if not failures:
return len(group_list)
failure_count = 0
for task_key in group_list:
task = SignedPackage.loads(broker.cache.get(task_key))
if not task['success']:
failure_count += 1
return failure_count
def delete_group(group_id, tasks=False, cached=Conf.CACHED):
"""
Delete a group.
:param str group_id: the group id
:param bool tasks: If set to True this will also delete the group tasks.
Otherwise just the group label is removed.
:param bool cached: run this against the cache backend
:return:
"""
if cached:
return delete_group_cached(group_id)
return Task.delete_group(group_id, tasks)
def delete_group_cached(group_id, broker=None):
"""
Delete a group from the cache backend
"""
if not broker:
broker = get_broker()
group_key = '{}:{}:keys'.format(broker.list_key, group_id)
group_list = broker.cache.get(group_key)
broker.cache.delete_many(group_list)
broker.cache.delete(group_key)
def delete_cached(task_id, broker=None):
"""
Delete a task from the cache backend
"""
if not broker:
broker = get_broker()
return broker.cache.delete('{}:{}'.format(broker.list_key, task_id))
def queue_size(broker=None):
"""
Returns the current queue size.
Note that this doesn't count any tasks currently being processed by workers.
:param broker: optional broker
:return: current queue size
:rtype: int
"""
if not broker:
broker = get_broker()
return broker.queue_size()
def enqueue_iter(func, args_iter, **kwargs):
"""
enqueues a function with iterable arguments
"""
iter_count = len(args_iter)
iter_group = uuid()[1]
# clean up the kwargs
options = kwargs.get('q_options', kwargs)
options.pop('hook', None)
options['broker'] = options.get('broker', get_broker())
options['group'] = iter_group
options['iter_count'] = iter_count
if options.get('cached', None):
options['iter_cached'] = options['cached']
options['cached'] = True
# save the original arguments
broker = options['broker']
broker.cache.set('{}:{}:args'.format(broker.list_key, iter_group), SignedPackage.dumps(args_iter))
for args in args_iter:
if type(args) is not tuple:
args = (args,)
enqueue(func, *args, **options)
return iter_group
def enqueue_chain(chain, group=None, cached=Conf.CACHED, sync=Conf.SYNC, broker=None):
"""
enqueues a chain of tasks
the chain must be in the format [(func,(args),{kwargs}),(func,(args),{kwargs})]
"""
if not group:
group = uuid()[1]
args = ()
kwargs = {}
task = chain.pop(0)
if type(task) is not tuple:
task = (task,)
if len(task) > 1:
args = task[1]
if len(task) > 2:
kwargs = task[2]
kwargs['chain'] = chain
kwargs['group'] = group
kwargs['cached'] = cached
kwargs['sync'] = sync
kwargs['broker'] = broker or get_broker()
enqueue(task[0], *args, **kwargs)
return group
class Iter(object):
"""
An async task with iterable arguments
"""
def __init__(self, func=None, args=None, kwargs=None, cached=Conf.CACHED, sync=Conf.SYNC, broker=None):
self.func = func
self.args = args or []
self.kwargs = kwargs or {}
self.id = ''
self.broker = broker or get_broker()
self.cached = cached
self.sync = sync
self.started = False
def append(self, *args):
"""
add arguments to the set
"""
self.args.append(args)
if self.started:
self.started = False
return self.length()
def run(self):
"""
Start queueing the tasks to the worker cluster
:return: the task id
"""
self.kwargs['cached'] = self.cached
self.kwargs['sync'] = self.sync
self.kwargs['broker'] = self.broker
self.id = enqueue_iter(self.func, self.args, **self.kwargs)
self.started = True
return self.id
def result(self, wait=0):
"""
return the full list of results.
:param int wait: how many milliseconds to wait for a result
:return: an unsorted list of results
"""
if self.started:
return result(self.id, wait=wait, cached=self.cached)
def fetch(self, wait=0):
"""
get the task result objects.
:param int wait: how many milliseconds to wait for a result
:return: an unsorted list of task objects
"""
if self.started:
return fetch(self.id, wait=wait, cached=self.cached)
def length(self):
"""
get the length of the arguments list
:return int: length of the argument list
"""
return len(self.args)
class Chain(object):
"""
A sequential chain of tasks
"""
def __init__(self, chain=None, group=None, cached=Conf.CACHED, sync=Conf.SYNC):
self.chain = chain or []
self.group = group or ''
self.broker = get_broker()
self.cached = cached
self.sync = sync
self.started = False
def append(self, func, *args, **kwargs):
"""
add a task to the chain
takes the same parameters as enqueue()
"""
self.chain.append((func, args, kwargs))
# remove existing results
if self.started:
delete_group(self.group)
self.started = False
return self.length()
def run(self):
"""
Start queueing the chain to the worker cluster
:return: the chain's group id
"""
self.group = enqueue_chain(chain=self.chain[:], group=self.group, cached=self.cached, sync=self.sync,
broker=self.broker)
self.started = True
return self.group
def result(self, wait=0):
"""
return the full list of results from the chain when it finishes. blocks until timeout.
:param int wait: how many milliseconds to wait for a result
:return: an unsorted list of results
"""
if self.started:
return result_group(self.group, wait=wait, count=self.length(), cached=self.cached)
def fetch(self, failures=True, wait=0):
"""
get the task result objects from the chain when it finishes. blocks until timeout.
:param failures: include failed tasks
:param int wait: how many milliseconds to wait for a result
:return: an unsorted list of task objects
"""
if self.started:
return fetch_group(self.group, failures=failures, wait=wait, count=self.length(), cached=self.cached)
def current(self):
"""
get the index of the currently executing chain element
:return int: current chain index
"""
if not self.started:
return None
return count_group(self.group, cached=self.cached)
def length(self):
"""
get the length of the chain
:return int: length of the chain
"""
return len(self.chain)
class AsyncTask(object):
"""
an async task
"""
def __init__(self, func, *args, **kwargs):
self.id = ''
self.started = False
self.func = func
self.args = args
self.kwargs = kwargs
@property
def broker(self):
return self._get_option('broker', None)
@broker.setter
def broker(self, value):
self._set_option('broker', value)
@property
def sync(self):
return self._get_option('sync', None)
@sync.setter
def sync(self, value):
self._set_option('sync', value)
@property
def save(self):
return self._get_option('save', None)
@save.setter
def save(self, value):
self._set_option('save', value)
@property
def hook(self):
return self._get_option('hook', None)
@hook.setter
def hook(self, value):
self._set_option('hook', value)
@property
def group(self):
return self._get_option('group', None)
@group.setter
def group(self, value):
self._set_option('group', value)
@property
def cached(self):
return self._get_option('cached', Conf.CACHED)
@cached.setter
def cached(self, value):
self._set_option('cached', value)
def _set_option(self, key, value):
if 'q_options' in self.kwargs:
self.kwargs['q_options'][key] = value
else:
self.kwargs[key] = value
self.started = False
def _get_option(self, key, default=None):
if 'q_options' in self.kwargs:
return self.kwargs['q_options'].get(key, default)
else:
return self.kwargs.get(key, default)
def run(self):
self.id = enqueue(self.func, *self.args, **self.kwargs)
self.started = True
return self.id
def result(self, wait=0):
if self.started:
return result(self.id, wait=wait, cached=self.cached)
def fetch(self, wait=0):
if self.started:
return fetch(self.id, wait=wait, cached=self.cached)
def result_group(self, failures=False, wait=0, count=None):
if self.started and self.group:
return result_group(self.group, failures=failures, wait=wait, count=count, cached=self.cached)
def fetch_group(self, failures=True, wait=0, count=None):
if self.started and self.group:
return fetch_group(self.group, failures=failures, wait=wait, count=count, cached=self.cached)
def _sync(pack):
# Python 2.6 is unable to handle this import on top of the file
# because it creates a circular dependency between tasks and cluster
from django_q.cluster import worker, monitor
"""Simulate a package travelling through the cluster."""
task_queue = Queue()
result_queue = Queue()
task = SignedPackage.loads(pack)
task_queue.put(task)
task_queue.put('STOP')
worker(task_queue, result_queue, Value('f', -1))
result_queue.put('STOP')
monitor(result_queue)
return task['id']