/* * 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.Linq; using Python.Runtime; using QuantConnect.Data; using QuantConnect.Python; using System.Collections.Generic; namespace QuantConnect.Research { /// /// Class to manage information from History Request of Options /// public class OptionHistory : DataHistory { /// /// Create a new instance of . /// /// public OptionHistory(IEnumerable data) : base(data, new Lazy(() => new PandasConverter().GetDataFrame(data), isThreadSafe: false)) { } /// /// Gets all data from the History Request that are written in a pandas.DataFrame /// [Obsolete("Please use the 'DataFrame' property")] public PyObject GetAllData() => DataFrame; /// /// Gets all strikes in the option history /// /// public PyObject GetStrikes() { var strikes = Data.SelectMany(x => x.OptionChains.SelectMany(y => y.Value.Contracts.Keys.Select(z => (double)z.ID.StrikePrice).Distinct())); using (Py.GIL()) { return strikes.Distinct().ToList().ToPython(); } } /// /// Gets all expiry dates in the option history /// /// public PyObject GetExpiryDates() { var expiry = Data.SelectMany(x => x.OptionChains.SelectMany(y => y.Value.Contracts.Keys.Select(z => z.ID.Date).Distinct())); using (Py.GIL()) { return expiry.Distinct().ToList().ToPython(); } } } }