from data.sources.equity import * from backtest.util import * import time import logging class DataFeed(object): def __init__(self, db, subscriber_count): self.logger = logging.getLogger() self.data_address = "tcp://127.0.0.1:{port}".format(port=10101) self.sync_address = "tcp://127.0.0.1:{port}".format(port=10102) self.feed_address = "tcp://127.0.0.1:{port}".format(port=10103) self.db = db self.data_workers = {} emt1 = EquityMinuteTrades(133, self.db, self.data_address, self.sync_address, 1) self.data_workers[1] = emt1 emt2 = EquityMinuteTrades(134, self.db, self.data_address, self.sync_address, 2) self.data_workers[2] = emt2 self.data_buffer = ParallelBuffer(self.data_workers.keys()) self.sync_count = subscriber_count + len(self.data_workers) def start_data_workers(self): """Start a sub-process for each datasource.""" for source_id, source in self.data_workers.iteritems(): self.logger.info("starting {id}".format(id=source_id)) source.start() self.logger.info("ds processes launched") def sync_clients(self): # Socket to receive signals self.logger.info("waiting for all datasources and clients to be ready") self.syncservice = self.context.socket(zmq.REP) self.syncservice.bind(self.sync_address) subscribers = 1 while subscribers <= self.sync_count: self.logger.info("sync'ing {count} of {total}".format(count=subscribers, total=self.sync_count)) # wait for synchronization request msg = self.syncservice.recv() # send synchronization reply self.syncservice.send('') subscribers += 1 self.syncservice.close() self.logger.info("sync'd all datasources and clients") def run(self): # Prepare our context and sockets self.context = zmq.Context() ds_finished_counter = 0 #create the data sink. Based on http://zguide.zeromq.org/py:tasksink2 #see: http://zguide.zeromq.org/py:taskwork2 self.data_socket = self.context.socket(zmq.PULL) self.data_socket.bind(self.data_address) #create the feed self.feed_socket = self.context.socket(zmq.PUSH) self.feed_socket.bind(self.feed_address) self.data_buffer.out_socket = self.feed_socket #start the data source workers self.start_data_workers() #wait for all feed subscribers self.sync_clients() self.logger.info("entering feed loop on {addr}".format(addr=self.data_address)) while True: message = self.data_socket.recv() event = json.loads(message) if(event["type"] == "DONE"): ds_finished_counter += 1 if(len(self.data_workers) == ds_finished_counter): break else: self.data_buffer.append(event[u's'], event) self.data_buffer.send_next() #drain any remaining messages in the buffer self.data_buffer.drain() #send the DONE message self.feed_socket.send("DONE") self.logger.info("received {n} messages, sent {m} messages".format(n=self.data_buffer.received_count, m=self.data_buffer.sent_count)) self.data_socket.close() self.feed_socket.close() self.context.term()