/* * 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.Brokerages; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Securities; using System.Linq; namespace QuantConnect.Algorithm.CSharp { /// /// This algorithm shows how to set a custom security initializer. /// A security initializer is run immediately after a new security object /// has been created and can be used to security models and other settings, /// such as data normalization mode /// /// /// /// public class CustomSecurityInitializerAlgorithm : QCAlgorithm { public override void Initialize() { // set our initializer to our custom type SetBrokerageModel(BrokerageName.InteractiveBrokersBrokerage); var funcSecuritySeeder = new FuncSecuritySeeder(CustomSeedFunction); SetSecurityInitializer(new CustomSecurityInitializer(BrokerageModel, funcSecuritySeeder, DataNormalizationMode.Raw)); SetStartDate(2013, 10, 01); SetEndDate(2013, 11, 01); AddSecurity(SecurityType.Equity, "SPY", Resolution.Hour); } public override void OnData(Slice slice) { if (!Portfolio.Invested) { SetHoldings("SPY", 1); } } private BaseData CustomSeedFunction(Security security) { var resolution = Resolution.Hour; var history = History(new[] { security.Symbol }, 1, resolution); if (history.Any() && history.First().Values.Any()) { return history.First().Values.First(); } return null; } /// /// Our custom initializer that will set the data normalization mode. /// We sub-class the /// so we can also take advantage of the default model/leverage setting /// behaviors /// class CustomSecurityInitializer : BrokerageModelSecurityInitializer { private readonly DataNormalizationMode _dataNormalizationMode; /// /// Initializes a new instance of the class /// with the specified normalization mode /// /// The brokerage model used to get fill/fee/slippage/settlement models /// The security seeder to be used /// The desired data normalization mode public CustomSecurityInitializer(IBrokerageModel brokerageModel, ISecuritySeeder securitySeeder, DataNormalizationMode dataNormalizationMode) : base(brokerageModel, securitySeeder) { _dataNormalizationMode = dataNormalizationMode; } /// /// Initializes the specified security by setting up the models /// /// The security to be initialized public override void Initialize(Security security) { // first call the default implementation base.Initialize(security); // now apply our data normalization mode security.SetDataNormalizationMode(_dataNormalizationMode); } } } }