# 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.set_start_date(2013, 10, 7) #Set Start Date self.set_end_date(2013, 10, 11) #Set End Date self.set_cash(100000) #Set Strategy Cash # Symbols accepted by Collective2. Collective2 accepts stock, future, forex and US stock option symbols self.add_equity("GOOG") self._symbols = [ Symbol.create("SPY", SecurityType.EQUITY, Market.USA, None, None), Symbol.create("EURUSD", SecurityType.FOREX, Market.OANDA, None, None), Symbol.create_future("ES", Market.CME, datetime(2023, 12, 15), None), Symbol.create_option("GOOG", Market.USA, OptionStyle.AMERICAN, OptionRight.CALL, 130, datetime(2023, 9, 1)) ] for item in self._symbols: self.add_security(item) 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.ema_fast_is_not_set = True self.ema_fast_was_above = False # Collective2 APIv4 KEY: This value is provided by Collective2 in their webpage in your account section (See https://collective2.com/account-info) # See API documentation at https://trade.collective2.com/c2-api self.collective2_apikey = "YOUR APIV4 KEY" # Collective2 System ID: This value is found beside the system's name (strategy's name) on the main system page self.collective2_system_id = 0 # Disable automatic exports as we manually set them self.signal_export.automatic_export_time_span = None # Set Collective2 signal export provider self.signal_export.add_signal_export_provider(Collective2SignalExport(self.collective2_apikey, self.collective2_system_id)) self.first_call = True self.set_warm_up(100) def on_data(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.is_warming_up: return # Place an order as soon as possible to send a signal. if self.first_call: self.set_holdings("SPY", 0.1) self.signal_export.set_target_portfolio_from_portfolio() self.first_call = False fast = self.fast.current.value slow = self.slow.current.value # Set the value of flag _ema_fast_was_above, to know when the ema indicators crosses between themselves if self.ema_fast_is_not_set == True: if fast > slow *1.001: self.ema_fast_was_above = True else: self.ema_fast_was_above = False self.ema_fast_is_not_set = 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.ema_fast_was_above): self.set_holdings("SPY", 0.1) self.signal_export.set_target_portfolio_from_portfolio() elif fast < slow * 0.999 and (self.ema_fast_was_above): self.set_holdings("SPY", 0.01) self.signal_export.set_target_portfolio_from_portfolio()