/* * 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 System.Linq; using Deedle; using Python.Runtime; using QuantConnect.Orders; using QuantConnect.Packets; namespace QuantConnect.Report.ReportElements { internal sealed class LeverageUtilizationReportElement : ChartReportElement { private LiveResult _live; private BacktestResult _backtest; private List _backtestPortfolios; private List _livePortfolios; /// /// Create a new plot of the leverage utilization /// /// Name of the widget /// Location of injection /// Backtest result object /// Live result object /// Backtest point in time portfolios /// Live point in time portfolios public LeverageUtilizationReportElement( string name, string key, BacktestResult backtest, LiveResult live, List backtestPortfolios, List livePortfolios) { _backtest = backtest; _backtestPortfolios = backtestPortfolios; _live = live; _livePortfolios = livePortfolios; Name = name; Key = key; } /// /// Generate the leverage utilization plot using the python libraries. /// public override string Render() { var backtestSeries = Metrics.LeverageUtilization(_backtestPortfolios).FillMissing(Direction.Forward); var liveSeries = Metrics.LeverageUtilization(_livePortfolios).FillMissing(Direction.Forward); var base64 = ""; using (Py.GIL()) { var backtestList = new PyList(); var liveList = new PyList(); backtestList.Append(backtestSeries.Keys.ToList().ToPython()); backtestList.Append(backtestSeries.Values.ToList().ToPython()); liveList.Append(liveSeries.Keys.ToList().ToPython()); liveList.Append(liveSeries.Values.ToList().ToPython()); base64 = Charting.GetLeverage(backtestList, liveList); } return base64; } } }