87bc03d71e
- When BacktestNodePacket has the inital `CashAmount` set we will clear all existing cash amounts and set the account currency - Adding more unit tests
270 lines
11 KiB
C#
270 lines
11 KiB
C#
/*
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* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
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* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*/
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using Newtonsoft.Json;
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using QuantConnect.AlgorithmFactory;
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using QuantConnect.Brokerages.Backtesting;
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using QuantConnect.Configuration;
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using QuantConnect.Interfaces;
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using QuantConnect.Logging;
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using QuantConnect.Packets;
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using QuantConnect.Lean.Engine.DataFeeds;
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using QuantConnect.Util;
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namespace QuantConnect.Lean.Engine.Setup
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{
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/// <summary>
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/// Console setup handler to initialize and setup the Lean Engine properties for a local backtest
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/// </summary>
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public class ConsoleSetupHandler : ISetupHandler
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{
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/// <summary>
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/// The worker thread instance the setup handler should use
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/// </summary>
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public WorkerThread WorkerThread { get; set; }
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/// <summary>
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/// Error which occured during setup may appear here.
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/// </summary>
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public List<Exception> Errors { get; set; }
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/// <summary>
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/// Maximum runtime of the strategy. (Set to 10 years for local backtesting).
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/// </summary>
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public TimeSpan MaximumRuntime { get; }
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/// <summary>
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/// Starting capital for the algorithm (Loaded from the algorithm code).
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/// </summary>
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public decimal StartingPortfolioValue { get; private set; }
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/// <summary>
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/// Start date for the backtest.
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/// </summary>
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public DateTime StartingDate { get; private set; }
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/// <summary>
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/// Maximum number of orders for this backtest.
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/// </summary>
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public int MaxOrders { get; }
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/// <summary>
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/// Setup the algorithm data, cash, job start end date etc:
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/// </summary>
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public ConsoleSetupHandler()
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{
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MaxOrders = int.MaxValue;
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StartingPortfolioValue = 0;
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StartingDate = new DateTime(1998, 01, 01);
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MaximumRuntime = TimeSpan.FromDays(10 * 365);
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Errors = new List<Exception>();
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}
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/// <summary>
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/// Create a new instance of an algorithm from a physical dll path.
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/// </summary>
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/// <param name="assemblyPath">The path to the assembly's location</param>
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/// <param name="algorithmNodePacket">Details of the task required</param>
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/// <returns>A new instance of IAlgorithm, or throws an exception if there was an error</returns>
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public IAlgorithm CreateAlgorithmInstance(AlgorithmNodePacket algorithmNodePacket, string assemblyPath)
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{
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string error;
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IAlgorithm algorithm;
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var algorithmName = Config.Get("algorithm-type-name");
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var debugNode = algorithmNodePacket as BacktestNodePacket;
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var debugging = debugNode != null && debugNode.IsDebugging || Config.GetBool("debugging", false);
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if (debugging && !BaseSetupHandler.InitializeDebugging(algorithmNodePacket, WorkerThread))
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{
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throw new AlgorithmSetupException("Failed to initialize debugging");
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}
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// don't force load times to be fast here since we're running locally, this allows us to debug
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// and step through some code that may take us longer than the default 10 seconds
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var loader = new Loader(debugging, algorithmNodePacket.Language, TimeSpan.FromHours(1), names => names.SingleOrDefault(name => MatchTypeName(name, algorithmName)), WorkerThread);
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var complete = loader.TryCreateAlgorithmInstanceWithIsolator(assemblyPath, algorithmNodePacket.RamAllocation, out algorithm, out error);
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if (!complete) throw new AlgorithmSetupException($"During the algorithm initialization, the following exception has occurred: {error}");
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return algorithm;
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}
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/// <summary>
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/// Creates a new <see cref="BacktestingBrokerage"/> instance
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/// </summary>
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/// <param name="algorithmNodePacket">Job packet</param>
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/// <param name="uninitializedAlgorithm">The algorithm instance before Initialize has been called</param>
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/// <param name="factory">The brokerage factory</param>
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/// <returns>The brokerage instance, or throws if error creating instance</returns>
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public IBrokerage CreateBrokerage(AlgorithmNodePacket algorithmNodePacket, IAlgorithm uninitializedAlgorithm, out IBrokerageFactory factory)
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{
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factory = new BacktestingBrokerageFactory();
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var optionMarketSimulation = new BasicOptionAssignmentSimulation();
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return new BacktestingBrokerage(uninitializedAlgorithm, optionMarketSimulation);
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}
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/// <summary>
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/// Setup the algorithm cash, dates and portfolio as desired.
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/// </summary>
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/// <param name="parameters">The parameters object to use</param>
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/// <returns>Boolean true on successfully setting up the console.</returns>
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public bool Setup(SetupHandlerParameters parameters)
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{
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var algorithm = parameters.Algorithm;
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var baseJob = parameters.AlgorithmNodePacket;
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var initializeComplete = false;
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try
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{
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//Set common variables for console programs:
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if (baseJob.Type == PacketType.BacktestNode)
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{
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var backtestJob = baseJob as BacktestNodePacket;
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if (backtestJob == null)
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{
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throw new ArgumentException("Expected BacktestNodePacket but received " + baseJob.GetType().Name);
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}
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algorithm.SetMaximumOrders(int.MaxValue);
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// set our parameters
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algorithm.SetParameters(baseJob.Parameters);
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algorithm.SetLiveMode(false);
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algorithm.SetAvailableDataTypes(GetConfiguredDataFeeds());
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//Set the source impl for the event scheduling
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algorithm.Schedule.SetEventSchedule(parameters.RealTimeHandler);
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// set the option chain provider
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algorithm.SetOptionChainProvider(new CachingOptionChainProvider(new BacktestingOptionChainProvider()));
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// set the future chain provider
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algorithm.SetFutureChainProvider(new CachingFutureChainProvider(new BacktestingFutureChainProvider()));
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// set the object store
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algorithm.SetObjectStore(parameters.ObjectStore);
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// before we call initialize
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BaseSetupHandler.LoadBacktestJobAccountCurrency(algorithm, backtestJob);
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var isolator = new Isolator();
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isolator.ExecuteWithTimeLimit(TimeSpan.FromMinutes(5),
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() =>
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{
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//Setup Base Algorithm:
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algorithm.Initialize();
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}, baseJob.Controls.RamAllocation,
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sleepIntervalMillis: 50,
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workerThread: WorkerThread);
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// set start and end date if present in the job
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if (backtestJob.PeriodStart.HasValue)
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{
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algorithm.SetStartDate(backtestJob.PeriodStart.Value);
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}
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if (backtestJob.PeriodFinish.HasValue)
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{
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algorithm.SetEndDate(backtestJob.PeriodFinish.Value);
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}
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// after we call initialize
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BaseSetupHandler.LoadBacktestJobCashAmount(algorithm, backtestJob);
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//Finalize Initialization
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algorithm.PostInitialize();
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//Set the time frontier of the algorithm
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algorithm.SetDateTime(algorithm.StartDate.ConvertToUtc(algorithm.TimeZone));
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//Backtest Specific Parameters:
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StartingDate = algorithm.StartDate;
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BaseSetupHandler.SetupCurrencyConversions(algorithm, parameters.UniverseSelection);
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StartingPortfolioValue = algorithm.Portfolio.Cash;
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// we set the free portfolio value based on the initial total value and the free percentage value
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algorithm.Settings.FreePortfolioValue =
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algorithm.Portfolio.TotalPortfolioValue * algorithm.Settings.FreePortfolioValuePercentage;
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}
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else
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{
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throw new Exception("The ConsoleSetupHandler is for backtests only. Use the BrokerageSetupHandler.");
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}
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}
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catch (Exception err)
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{
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Log.Error(err);
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Errors.Add(new AlgorithmSetupException("During the algorithm initialization, the following exception has occurred: ", err));
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}
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if (Errors.Count == 0)
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{
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initializeComplete = true;
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}
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return initializeComplete;
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}
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/// <summary>
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/// Get the available data feeds from config.json,
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/// If none available, throw an error
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/// </summary>
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private static Dictionary<SecurityType, List<TickType>> GetConfiguredDataFeeds()
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{
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var dataFeedsConfigString = Config.Get("security-data-feeds");
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var dataFeeds = new Dictionary<SecurityType, List<TickType>>();
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if (dataFeedsConfigString != string.Empty)
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{
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dataFeeds = JsonConvert.DeserializeObject<Dictionary<SecurityType, List<TickType>>>(dataFeedsConfigString);
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}
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return dataFeeds;
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}
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/// <summary>
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/// Matches type names as namespace qualified or just the name
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/// If expectedTypeName is null or empty, this will always return true
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/// </summary>
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/// <param name="currentTypeFullName"></param>
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/// <param name="expectedTypeName"></param>
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/// <returns>True on matching the type name</returns>
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private static bool MatchTypeName(string currentTypeFullName, string expectedTypeName)
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{
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if (string.IsNullOrEmpty(expectedTypeName))
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{
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return true;
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}
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return currentTypeFullName == expectedTypeName
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|| currentTypeFullName.Substring(currentTypeFullName.LastIndexOf('.') + 1) == expectedTypeName;
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}
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/// <summary>
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/// Performs application-defined tasks associated with freeing, releasing, or resetting unmanaged resources.
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/// </summary>
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/// <filterpriority>2</filterpriority>
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public void Dispose()
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{
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}
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} // End Result Handler Thread:
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} // End Namespace
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