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Queued (I/O intensive) operations in Python
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from queue_db import QueuedWriter | |
from pymongo import Connection | |
from flask import Flask | |
from json import dumps | |
def main(): | |
'''This is just an example using Flask and MongoDB/pymongo. | |
Of course, you can use any web server and any database as long as you set up the methods appropriately''' | |
conn = pymongo.Connection() | |
writer = QueuedWriter(conn) | |
app = Flask(__name__) | |
@app.route("/write/", methods = ["POST"]) | |
def write_data(): | |
writer.put(request.form.to_dict()) | |
return dumps({"status": "queued", "success": True}) | |
writer.run() # should use a signal handler (Python's signal module) to stop the writer before exiting the main thread | |
app.run() | |
if __name__ == "__main__": | |
main() |
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from Queue import Queue, Empty # Python 2.7 | |
# the module was renamed to just "queue" in Python 3.x | |
from threading import Thread | |
import time | |
class BackgroundProcessor(object): | |
'''Background processor for queued operations''' | |
def __init__(self): | |
self.queue = Queue() | |
self.thread = Thread(target = self.process_queue) | |
self.put = self.queue.put # for outside uses, instead of referencing BackgroundProcessor.queue.put | |
self.run = self.thread.start | |
self.stop = self.thread.join | |
self.current = None | |
def process_one(self): | |
'''Process the current item - returns whether or not the process was successful | |
Should be implemented in child classes''' | |
return False | |
def process_queue(self): | |
'''Process the queued operations''' | |
if self.current: | |
success = self.process_one() | |
if not success: # attempt to redo the write later on if it was not successful | |
self.queue.put(self.current, False) | |
self.current = None | |
self.queue.task_done() # mark the task as done anyway so the queue can be stopped later | |
return self.process_queue() # try to process another item if possible | |
else: | |
try: | |
self.current = self.queue.get(False) | |
except Empty: | |
self.current = None | |
return False |
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from background import BackgroundProcessor | |
class QueuedWriter(BackgroundProcessor): | |
'''A queued database writer''' | |
def __init__(self, conn): | |
super(QueuedWriter, self).__init__() | |
self.conn = conn | |
def process_one(self): | |
'''Write the current object to the database''' | |
return self.conn.query(...) # some insertion query using self.current |
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