from datetime import timedelta
import decimal as d
import numpy as np
### SMA with SP500 E-mini futures
class futuresSMA(QCAlgorithm):
def Initialize(self):
self.SetStartDate(2016, 1, 1)
self.SetEndDate(2016, 8, 18)
self.SetCash(100000)
self.IsUpTrend = False
self.IsDownTrend = False
# Adds SPY
self.symbol = "SPY"
equity = self.AddEquity(self.symbol, Resolution.Daily)
self.fastSMA = self.SMA(equity.Symbol, 25, Resolution.Daily)
self.slowSMA = self.SMA(equity.Symbol, 50, Resolution.Daily)
# Adds the future that will be traded and
# set our expiry filter for this futures chain
future = self.AddFuture(Futures.Indices.SP500EMini)
future.SetFilter(timedelta(0), timedelta(182))
def OnData(self, slice):
if not self.slowSMA.IsReady: return
if not self.Portfolio.Invested and self.fastSMA > self.slowSMA:
for chain in slice.FuturesChains:
contracts = None
# find the front contract expiring no earlier than in 90 days
contracts = filter(lambda x: x.Expiry > self.Time + timedelta(90), chain.Value)
# if there is any contract, trade the front contract
#if len(contracts) == 0: continue
contract = sorted(contracts, key = lambda x: x.Expiry, reverse=True)[0]
self.MarketOrder(contract.Symbol , 1)
else:
self.Liquidate()
def OnOrderEvent(self, orderEvent):
self.Log(str(orderEvent))