Files
catalyst/data/sources/equity.py
T

95 lines
3.5 KiB
Python

import datetime
import zmq
import pymongo
import pymongo.json_util
import json
import pytz
import copy
from pymongo import ASCENDING, DESCENDING
from backtest.util import *
class EquityMinuteTrades(object):
def __init__(self, sid, db, data_socket, control_socket, source_id, logger):
self.sid = sid
self.db = db
self.source_id = source_id
self.logger = logger
self.control_socket = control_socket
self.data_socket = data_socket
self.logger.info("data socket is {ds}".format(ds=data_socket))
self.logger.info("control socket is {cs}".format(cs=control_socket))
def run2(self):
self.context = zmq.Context()
#create the data sink. Based on http://zguide.zeromq.org/py:tasksink2
#self.data_source = self.context.socket(zmq.PUSH)
#self.data_source.connect(data_socket)
#create the control subscription
self.qbt_control = self.context.socket(zmq.SUB)
self.qbt_control.connect(self.control_socket)
self.qbt_control.setsockopt(zmq.SUBSCRIBE, '')
while True:
self.logger.info("about to call receive")
try:
message = self.qbt_control.recv()
self.logger.info("received message: {msg}".format(msg=message))
except zmq.ZMQError as err:
if err.errno != zmq.EAGAIN:
raise err
def run(self):
self.logger.info("starting data source:{sid}".format(sid=self.sid))
self.context = zmq.Context()
#create the data sink. Based on http://zguide.zeromq.org/py:tasksink2
self.data_source = self.context.socket(zmq.PUSH)
self.data_source.connect(self.data_socket)
#create the control subscription
self.qbt_control = self.context.socket(zmq.SUB)
self.qbt_control.connect(self.control_socket)
self.qbt_control.setsockopt(zmq.SUBSCRIBE, '')
eventQS = self.db.equity.trades.minute.find(fields=["sid","price","volume","dt"],
spec={"sid":self.sid},
sort=[("dt",ASCENDING)],
slave_ok=True)
self.logger.info("found {count} events".format(count=eventQS.count()))
control_dt_str = None
for doc in eventQS:
doc_dt = doc['dt'].replace(tzinfo = pytz.utc)
doc_dt_str = format_date(doc_dt)
event = copy.copy(doc)
event['dt'] = doc_dt_str
event['s'] = self.source_id #s is for source
del(event['_id'])
#wait for a control message if our current event is ahead of the control time
#if our current event is in the past wrt to control time, keep sending messages.
if(control_dt_str == None or event['dt'] > control_dt_str):
try:
self.logger.info("about to call receive")
control_dt_str = self.qbt_control.recv()
self.logger.info("received message: {msg}".format(msg=control_dt_str))
except zmq.ZMQError:
self.logger.info("we got an error on receive")
continue
#send this event to qbt
self.logger.info("sending {event}".format(event=event))
self.data_source.send(json.dumps(event))