/* * 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 QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Indicators; namespace QuantConnect.Algorithm.CSharp { /// /// Using rolling windows for efficient storage of historical data; which automatically clears after a period of time. /// /// /// /// /// /// /// public class RollingWindowAlgorithm : QCAlgorithm { private RollingWindow _window; private RollingWindow _smaWin; /// /// 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(2013,10,1); // Set Start Date SetEndDate(2013,11,1); // Set End Date SetCash(100000); // Set Strategy Cash // Find more symbols here: http://quantconnect.com/data AddEquity("SPY", Resolution.Daily); // Creates a Rolling Window indicator to keep the 2 TradeBar _window = new RollingWindow(2); // For other security types, use QuoteBar // Creates an indicator and adds to a rolling window when it is updated var sma = SMA("SPY", 5); sma.Updated += (sender, updated) => _smaWin.Add(updated); _smaWin = new RollingWindow(5); } /// /// OnData event is the primary entry point for your algorithm. Each new data point will be pumped in here. /// /// Slice object keyed by symbol containing the stock data public override void OnData(Slice slice) { // Add SPY TradeBar in rollling window _window.Add(slice["SPY"]); // Wait for windows to be ready. if (!_window.IsReady || !_smaWin.IsReady) return; var currBar = _window[0]; // Current bar had index zero. var pastBar = _window[1]; // Past bar has index one. Log($"Price: {pastBar.Time} -> {pastBar.Close} ... {currBar.Time} -> {currBar.Close}"); var currSma = _smaWin[0]; // Current SMA had index zero. var pastSma = _smaWin[_smaWin.Count - 1]; // Oldest SMA has index of window count minus 1. Log($"SMA: {pastSma.Time} -> {pastSma.Value} ... {currSma.Time} -> {currSma.Value}"); if (!Portfolio.Invested && currSma > pastSma) { SetHoldings("SPY", 1); } } } }