/* * 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 Python.Runtime; using QuantConnect.Logging; using QuantConnect.Packets; using QuantConnect.Statistics; namespace QuantConnect.Report.ReportElements { internal sealed class ReturnsPerTradeReportElement : ChartReportElement { private LiveResult _live; private BacktestResult _backtest; /// /// Create a new distribution plot of returns per trade /// /// Name of the widget /// Location of injection /// Backtest result object /// Live result object public ReturnsPerTradeReportElement(string name, string key, BacktestResult backtest, LiveResult live) { _live = live; _backtest = backtest; Name = name; Key = key; } /// /// Generate the returns per trade plot using the python libraries. /// public override string Render() { var backtestPercentagePerTrade = new List(); if (_backtest?.TotalPerformance?.ClosedTrades != null) { foreach (var trade in _backtest.TotalPerformance.ClosedTrades) { if (trade.EntryPrice == 0m) { Log.Error($"ReturnsPerTradeReportElement.Render(): Encountered entry price of 0 in trade with entry time: {trade.EntryTime:yyyy-MM-dd HH:mm:ss} - Exit time: {trade.ExitTime:yyyy-MM-dd HH::mm:ss}"); continue; } var sideMultiplier = trade.Direction == TradeDirection.Long ? 1 : -1; backtestPercentagePerTrade.Add(sideMultiplier * (Convert.ToDouble(trade.ExitPrice) - Convert.ToDouble(trade.EntryPrice)) / Convert.ToDouble(trade.EntryPrice)); } } // TODO: LiveResult does not contain a TotalPerformance field, so skip live mode for now var base64 = ""; using (Py.GIL()) { // Charting library does not expect values to be in whole percentage values (i.e. not 1% == 1.0, but rather 1% == 0.01), base64 = Charting.GetReturnsPerTrade(backtestPercentagePerTrade.ToPython()); } return base64; } } }