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distributed job queue
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Examples of distributed (job) queues: | |
* http://python-rq.org/ | |
* https://github.com/twitter-archive/kestrel/wiki | |
* http://nsq.io/overview/quick_start.html | |
* http://gearman.org/ | |
* https://kafka.apache.org/documentation.html#quickstart | |
* http://docs.celeryproject.org/en/latest/getting-started/first-steps-with-celery.html#application | |
and many more inferior queues: http://queues.io/ | |
So you want to write a distributed job queue? | |
Start by running queue.py and `curl localhost:8000/do_stuff -X POST`. Then, run worker.py. | |
Once that's working: | |
1. make the worker run indefinitely (by the way, wsgiref is single-threaded) | |
2. retry if a worker gets an exception while running a job (exponential backoff) | |
3. retry if a worker times out (the machine it's running on suffers network/hardware failure) | |
4. write a client library that doesn't involve globals() | |
5. provide a way to delay execution | |
Once you've done the easy stuff: | |
1. persist the queue so that it survives a server restart | |
2. distribute the queue servers | |
3. support multiple queues | |
4. support fanout queues ( http://www.bitmechanic.com/2011/12/30/reasons-to-use-message-queue.html ) |
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#!/usr/bin/env python3 | |
import collections | |
import wsgiref.simple_server | |
queue = collections.deque() | |
def app(environ, start_response): | |
method = environ['REQUEST_METHOD'] | |
if method == 'POST': | |
function = environ['PATH_INFO'][1:] | |
queue.append(function) | |
response = 'enqueued %s!' % function | |
elif method == 'GET': | |
response = queue.popleft() | |
start_response('200 OK', [('Content-Type', 'text/plain')]) | |
return [response.encode('utf-8')] | |
def main(): | |
server = wsgiref.simple_server.make_server('0.0.0.0', 8000, app) | |
server.serve_forever() | |
if __name__ == '__main__': | |
main() |
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#!/usr/bin/env python3 | |
import time | |
import urllib.request | |
def do_stuff(): | |
time.sleep(5) | |
print('done with stuff!') | |
def main(): | |
with urllib.request.urlopen('http://localhost:8000/') as r: | |
function = r.read().decode('utf-8') | |
print('got', function) | |
globals()[function]() | |
if __name__ == '__main__': | |
main() |
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