# QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
# Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from AlgorithmImports import *
###
### This algorithm sends a list of portfolio targets from algorithm's Portfolio
### to Collective2 API every time the ema indicators crosses between themselves.
###
###
###
###
class Collective2PortfolioSignalExportDemonstrationAlgorithm(QCAlgorithm):
def Initialize(self):
''' Initialize the date and add all equity symbols present in list _symbols '''
self.SetStartDate(2013, 10, 7) #Set Start Date
self.SetEndDate(2013, 10, 11) #Set End Date
self.SetCash(100000) #Set Strategy Cash
# Symbols accepted by Collective2. Collective2 accepts stock, future, forex and option symbols
self.symbols = [["SPY", SecurityType.Equity], ["EURUSD", SecurityType.Forex]]
for item in self.symbols:
self.AddSecurity(item[1], item[0])
self.fast = self.EMA("SPY", 10)
self.slow = self.EMA("SPY", 100)
# Initialize these flags, to check when the ema indicators crosses between themselves
self.emaFastIsNotSet = True;
self.emaFastWasAbove = False;
# Set Collective2 export provider
# Collective2 API: This value is provided by Collective2 in their webpage in your account section (See https://collective2.com/account-info)
self.collective2Apikey = ""
# Collective2 System ID: This value is found beside the system's name (strategy's name) on the main system page
self.collective2SystemId = 0
# Field to set your platform ID given by Collective2 (See https://collective2.com/api-docs/latest) (Optional)
self.collective2PlatformId = ""
self.SignalExport.AddSignalExportProviders(Collective2SignalExport(self.collective2Apikey, self.collective2SystemId, self.collective2PlatformId))
self.first_call = True
self.SetWarmUp(100)
def OnData(self, data):
''' Reduce the quantity of holdings for one security and increase the holdings to the another
one when the EMA's indicators crosses between themselves, then send a signal to Collective2 API '''
if self.IsWarmingUp: return
# Place an order as soon as possible to send a signal.
if self.first_call:
self.SetHoldings("SPY", 0.1)
self.SignalExport.SetTargetPortfolioFromPortfolio()
self.first_call = False
fast = self.fast.Current.Value
slow = self.slow.Current.Value
# Set the value of flag _emaFastWasAbove, to know when the ema indicators crosses between themselves
if self.emaFastIsNotSet == True:
if fast > slow *1.001:
self.emaFastWasAbove = True
else:
self.emaFastWasAbove = False
self.emaFastIsNotSet = False;
# Check whether ema fast and ema slow crosses. If they do, set holdings to SPY
# or reduce its holdings, and send signals to Collective2 API from your Portfolio
if fast > slow * 1.001 and (not self.emaFastWasAbove):
self.SetHoldings("SPY", 0.1)
self.SignalExport.SetTargetPortfolioFromPortfolio()
elif fast < slow * 0.999 and (self.emaFastWasAbove):
self.SetHoldings("SPY", 0.01)
self.SignalExport.SetTargetPortfolioFromPortfolio()