/* * 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. */ using System; using QuantConnect.Data.Market; using QuantConnect.Indicators; namespace QuantConnect.Algorithm.CSharp { /// /// Uses daily data and a simple moving average cross to place trades and an ema for stop placement /// /// /// /// public class DailyAlgorithm : QCAlgorithm { private DateTime _lastAction; private MovingAverageConvergenceDivergence _macd; private ExponentialMovingAverage _ema; private readonly Symbol _ibm = QuantConnect.Symbol.Create("IBM", SecurityType.Equity, Market.USA); private readonly Symbol _spy = QuantConnect.Symbol.Create("SPY", SecurityType.Equity, Market.USA); /// /// Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized. /// public override void Initialize() { SetStartDate(2013, 01, 01); //Set Start Date SetEndDate(2014, 01, 01); //Set End Date SetCash(100000); //Set Strategy Cash // Find more symbols here: http://quantconnect.com/data AddSecurity(SecurityType.Equity, "IBM", Resolution.Hour); AddSecurity(SecurityType.Equity, "SPY", Resolution.Daily); _macd = MACD(_spy, 12, 26, 9, MovingAverageType.Wilders, Resolution.Daily, Field.Close); _ema = EMA(_ibm, 15*6, Resolution.Hour, Field.SevenBar); Securities[_ibm].SetLeverage(1.0m); } /// /// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here. /// /// TradeBars IDictionary object with your stock data public void OnData(TradeBars data) { if (!_macd.IsReady) return; if (!data.ContainsKey(_ibm)) return; if (_lastAction.Date == Time.Date) return; _lastAction = Time; var holding = Portfolio[_spy]; if (holding.Quantity <= 0 && _macd > _macd.Signal && data[_ibm].Price > _ema) { SetHoldings(_ibm, 0.25m); } else if (holding.Quantity >= 0 && _macd < _macd.Signal && data[_ibm].Price < _ema) { SetHoldings(_ibm, -0.25m); } } } }