Created
May 27, 2018 14:33
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python tornado queue task consuming in parallel
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import time | |
import logging | |
from tornado import queues, gen, ioloop | |
from tornado.options import parse_command_line | |
QUEUE_SIZE = 4 | |
CONCURRENT = 2 | |
class MongoQueue(object): | |
def __init__(self): | |
super(MongoQueue, self).__init__() | |
self.queue = queues.Queue(maxsize=QUEUE_SIZE) | |
self.running = True | |
self.counter = 0 | |
@gen.coroutine | |
def load_work(self): | |
# read mongo collection and for each document create queue entry | |
self.counter += 1 | |
logging.info('producing {0} queue size: {1}'.format(self.counter, self.queue.qsize())) | |
time.sleep(1) | |
yield self.queue.put(self.counter) | |
@gen.coroutine | |
def process_job(self, job): | |
# long processing - could be run in parallel with other jobs | |
time.sleep(2) | |
logging.info('consuming {0} queue size: {1}'.format(job, self.queue.qsize())) | |
@gen.coroutine | |
def worker(self): | |
while self.running: | |
job = yield self.queue.get() | |
try: | |
yield self.process_job(job) | |
except Exception, ex: | |
logging.exception(ex) | |
finally: | |
self.queue.task_done() | |
@gen.coroutine | |
def workers(self): | |
ioloop.IOLoop.current().spawn_callback(self.producer) | |
futures = [self.worker() for _ in range(CONCURRENT)] | |
yield futures | |
@gen.coroutine | |
def producer(self): | |
while self.running: | |
yield self.load_work() | |
if __name__ == '__main__': | |
parse_command_line() | |
logging.getLogger().setLevel(logging.DEBUG) | |
mongoQueue = MongoQueue() | |
io_loop = ioloop.IOLoop.current() | |
io_loop.run_sync(mongoQueue.workers) |
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