from collections import defaultdict class Returns(object): """ Class that maintains a dictionary from sids to the event representing the most recent closing price. """ def __init__(self, days = 1): self.days = days self.mapping = defaultdict(self._create) def update(self, event): """ Update and return the calculated returns for this event's sid. """ sid_returns = self.mapping[event.sid].update(event) return sid_returns def _create(self): return ReturnsFromPriorClose(self.days) class ReturnsFromPriorClose(object): """ Calculates a security's returns since the previous close, using the current price. """ def __init__(self): self.last_close = None self.last_event = None self.returns = 0.0 def update(self, event): if self.last_close: change = event.price - self.last_close.price self.returns = change / self.last_close.price if self.last_event: if self.last_event.dt.day != event.dt.day: # the current event is from the day after # the last event. Therefore the last event was # the last close self.last_close = self.last_event # the current event is now the last_event self.last_event = event