/* * 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 System.Collections.Generic; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Securities; namespace QuantConnect.Algorithm.CSharp { /// /// Regression algorithm to validate with Futures. /// Ensures OHLCV are consistent with Tick data. /// public class SecuritySessionWithFuturesRegressionAlgorithm : SecuritySessionRegressionAlgorithm { private decimal _bidPrice; private decimal _askPrice; private decimal _bidHigh; private decimal _bidLow; private decimal _askLow; private decimal _askHigh; private decimal _previousOpenInterest; public override void InitializeSecurity() { SetStartDate(2013, 10, 07); SetEndDate(2013, 10, 08); Security = AddFuture(Futures.Metals.Gold, Resolution.Tick, extendedMarketHours: ExtendedMarketHours); _bidLow = decimal.MaxValue; _askLow = decimal.MaxValue; } protected override bool IsWithinMarketHours(DateTime currentDateTime) { return Security.Exchange.Hours.IsOpen(currentDateTime, false); } protected override void AccumulateSessionData(Slice slice) { var symbol = Security.Symbol; foreach (var tick in slice.Ticks[symbol]) { if (tick.TickType == TickType.Trade) { Volume += tick.Quantity; } if (CurrentDate.Date == tick.Time.Date) { if (tick.BidPrice != 0) { _bidPrice = tick.BidPrice; _bidLow = Math.Min(_bidLow, tick.BidPrice); _bidHigh = Math.Max(_bidHigh, tick.BidPrice); } if (tick.AskPrice != 0) { _askPrice = tick.AskPrice; _askLow = Math.Min(_askLow, tick.AskPrice); _askHigh = Math.Max(_askHigh, tick.AskPrice); } if (_bidPrice != 0 && _askPrice != 0) { var midPrice = (_bidPrice + _askPrice) / 2; if (Open == 0) { Open = midPrice; } Close = midPrice; } if (_bidHigh != 0 && _askHigh != 0) { High = Math.Max(High, (_bidHigh + _askHigh) / 2); } if (_bidLow != decimal.MaxValue && _askLow != decimal.MaxValue) { Low = Math.Min(Low, (_bidLow + _askLow) / 2); } } else { // New trading day if (PreviousSessionBar != null) { var session = Security.Session; if (PreviousSessionBar.Open != session[1].Open || PreviousSessionBar.High != session[1].High || PreviousSessionBar.Low != session[1].Low || PreviousSessionBar.Close != session[1].Close || PreviousSessionBar.Volume != session[1].Volume || _previousOpenInterest != session[1].OpenInterest) { throw new RegressionTestException("Mismatch in previous session bar (OHLCV)"); } } // This is the first data point of the new session Open = (_bidPrice + _askPrice) / 2; Low = decimal.MaxValue; _bidLow = decimal.MaxValue; _askLow = decimal.MaxValue; Volume = 0; CurrentDate = tick.Time.Date; } } } protected override void ValidateSessionBars() { // At this point the data was consolidated var session = Security.Session; // Save previous session bar PreviousSessionBar = new TradeBar(CurrentDate, Security.Symbol, Open, High, Low, Close, Volume); _previousOpenInterest = Security.OpenInterest; // Check current session values if (session.Open != Open || session.High != High || session.Low != Low || session.Close != Close || session.Volume != Volume || session.OpenInterest != Security.OpenInterest) { throw new RegressionTestException("Mismatch in current session bar (OHLCV)"); } } /// /// Data Points count of all timeslices of algorithm /// public override long DataPoints => 180093; /// /// This is used by the regression test system to indicate what the expected statistics are from running the algorithm /// public override Dictionary ExpectedStatistics => new Dictionary { {"Total Orders", "0"}, {"Average Win", "0%"}, {"Average Loss", "0%"}, {"Compounding Annual Return", "0%"}, {"Drawdown", "0%"}, {"Expectancy", "0"}, {"Start Equity", "100000"}, {"End Equity", "100000"}, {"Net Profit", "0%"}, {"Sharpe Ratio", "0"}, {"Sortino Ratio", "0"}, {"Probabilistic Sharpe Ratio", "0%"}, {"Loss Rate", "0%"}, {"Win Rate", "0%"}, {"Profit-Loss Ratio", "0"}, {"Alpha", "0"}, {"Beta", "0"}, {"Annual Standard Deviation", "0"}, {"Annual Variance", "0"}, {"Information Ratio", "0"}, {"Tracking Error", "0"}, {"Treynor Ratio", "0"}, {"Total Fees", "$0.00"}, {"Estimated Strategy Capacity", "$0"}, {"Lowest Capacity Asset", ""}, {"Portfolio Turnover", "0%"}, {"Drawdown Recovery", "0"}, {"OrderListHash", "d41d8cd98f00b204e9800998ecf8427e"} }; } }