/* * 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 NUnit.Framework; using QuantConnect.Data; using QuantConnect.Data.Market; using QuantConnect.Lean.Engine.DataFeeds; using QuantConnect.Securities; using System; namespace QuantConnect.Tests.Common.Util { [TestFixture] public class BaseDataExtensionsTests { private SubscriptionDataConfig _config; const decimal _factor = 0.5m; [SetUp] public void Setup() { _config = new SubscriptionDataConfig(typeof(TradeBar), Symbols.SPY, Resolution.Daily, TimeZones.NewYork, TimeZones.NewYork, true, true, false); _config.DataNormalizationMode = DataNormalizationMode.Adjusted; _config.PriceScaleFactor = _factor; } [Test] public void AdjustTradeBar() { var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400, Volume = 10000 }; var adjustedTb = tb.Clone(tb.IsFillForward).Normalize(_factor, DataNormalizationMode.Adjusted, 0); Assert.AreEqual(tb.Open * _factor, (adjustedTb as TradeBar).Open); Assert.AreEqual(tb.High * _factor, (adjustedTb as TradeBar).High); Assert.AreEqual(tb.Low * _factor, (adjustedTb as TradeBar).Low); Assert.AreEqual(tb.Close * _factor, (adjustedTb as TradeBar).Close); Assert.AreEqual(tb.Volume / _factor, (adjustedTb as TradeBar).Volume); } [Test] public void AdjustTick() { var tick = new Tick { Time = new DateTime(2020, 5, 21, 8, 9, 0), Symbol = Symbols.SPY, Value = 100, Quantity = 10 }; var adjustedTick = tick.Clone(tick.IsFillForward).Normalize(_factor, DataNormalizationMode.Adjusted, 0); Assert.AreEqual(tick.Value * _factor, (adjustedTick as Tick).Value); Assert.AreEqual(tick.Quantity / _factor, (adjustedTick as Tick).Quantity); } [Test] public void AdjustQuoteTick() { var tick = new Tick { Time = new DateTime(2020, 5, 21, 8, 9, 0), Symbol = Symbols.SPY, TickType = TickType.Quote, AskPrice = 100, BidPrice = 99, AskSize = 100, BidSize = 10 }; var adjustedTick = tick.Clone(tick.IsFillForward).Normalize(_factor, DataNormalizationMode.Adjusted, 0); Assert.AreEqual(tick.AskPrice * _factor, (adjustedTick as Tick).AskPrice); Assert.AreEqual(tick.BidPrice * _factor, (adjustedTick as Tick).BidPrice); Assert.AreEqual(tick.AskSize / _factor, (adjustedTick as Tick).AskSize); Assert.AreEqual(tick.BidSize / _factor, (adjustedTick as Tick).BidSize); } [Test] public void AdjustQuoteBar() { var qb = new QuoteBar( new DateTime(2018, 1, 1), _config.Symbol, new Bar(10, 10, 10, 10), 100, new Bar(10, 10, 10, 10), 100); var adjustedQb = qb.Clone(qb.IsFillForward).Normalize(_factor, DataNormalizationMode.Adjusted, 0); Assert.AreEqual(qb.Value, qb.Close); // bid Assert.AreEqual(qb.Bid.Open * _factor, (adjustedQb as QuoteBar).Bid.Open); Assert.AreEqual(qb.Bid.Close * _factor, (adjustedQb as QuoteBar).Bid.Close); Assert.AreEqual(qb.Bid.High * _factor, (adjustedQb as QuoteBar).Bid.High); Assert.AreEqual(qb.Bid.Low * _factor, (adjustedQb as QuoteBar).Bid.Low); Assert.AreEqual(qb.LastBidSize / _factor, (adjustedQb as QuoteBar).LastBidSize); // ask Assert.AreEqual(qb.Ask.Open * _factor, (adjustedQb as QuoteBar).Ask.Open); Assert.AreEqual(qb.Ask.Close * _factor, (adjustedQb as QuoteBar).Ask.Close); Assert.AreEqual(qb.Ask.High * _factor, (adjustedQb as QuoteBar).Ask.High); Assert.AreEqual(qb.Ask.Low * _factor, (adjustedQb as QuoteBar).Ask.Low); Assert.AreEqual(qb.LastAskSize / _factor, (adjustedQb as QuoteBar).LastAskSize); } [Test] public void AdjustTradeBarUsingConfig() { var tb = new TradeBar { Time = new DateTime(2020, 5, 21, 8, 9, 0), Period = TimeSpan.FromHours(1), Symbol = Symbols.SPY, Open = 100, High = 200, Low = 300, Close = 400, Volume = 1000 }; var adjustedTb = tb.Clone(tb.IsFillForward).Normalize(_config.PriceScaleFactor, _config.DataNormalizationMode, _config.SumOfDividends); Assert.AreEqual(tb.Open * _factor, (adjustedTb as TradeBar).Open); Assert.AreEqual(tb.High * _factor, (adjustedTb as TradeBar).High); Assert.AreEqual(tb.Low * _factor, (adjustedTb as TradeBar).Low); Assert.AreEqual(tb.Close * _factor, (adjustedTb as TradeBar).Close); Assert.AreEqual(tb.Volume / _factor, (adjustedTb as TradeBar).Volume); } [Test] public void AdjustTickUsingConfig() { var tick = new Tick { Time = new DateTime(2020, 5, 21, 8, 9, 0), Symbol = Symbols.SPY, Value = 100, Quantity = 10 }; var adjustedTick = tick.Clone(tick.IsFillForward).Normalize(_config.PriceScaleFactor, _config.DataNormalizationMode, _config.SumOfDividends); Assert.AreEqual(tick.Value * _factor, (adjustedTick as Tick).Value); Assert.AreEqual(tick.Quantity / _factor, (adjustedTick as Tick).Quantity); } [Test] public void AdjustQuoteTickUsingConfig() { var tick = new Tick { Time = new DateTime(2020, 5, 21, 8, 9, 0), Symbol = Symbols.SPY, TickType = TickType.Quote, AskPrice = 100, BidPrice = 99, AskSize = 100, BidSize = 10 }; var adjustedTick = tick.Clone(tick.IsFillForward).Normalize(_config.PriceScaleFactor, _config.DataNormalizationMode, _config.SumOfDividends); Assert.AreEqual(tick.AskPrice * _factor, (adjustedTick as Tick).AskPrice); Assert.AreEqual(tick.BidPrice * _factor, (adjustedTick as Tick).BidPrice); Assert.AreEqual(tick.AskSize / _factor, (adjustedTick as Tick).AskSize); Assert.AreEqual(tick.BidSize / _factor, (adjustedTick as Tick).BidSize); } [Test] public void AdjustQuoteBarUsingConfig() { var qb = new QuoteBar( new DateTime(2018, 1, 1), _config.Symbol, new Bar(10, 10, 10, 10), 100, new Bar(10, 10, 10, 10), 100); var adjustedQb = qb.Clone(qb.IsFillForward).Normalize(_config.PriceScaleFactor, _config.DataNormalizationMode, _config.SumOfDividends); Assert.AreEqual(qb.Value, qb.Close); // bid Assert.AreEqual(qb.Bid.Open * _factor, (adjustedQb as QuoteBar).Bid.Open); Assert.AreEqual(qb.Bid.Close * _factor, (adjustedQb as QuoteBar).Bid.Close); Assert.AreEqual(qb.Bid.High * _factor, (adjustedQb as QuoteBar).Bid.High); Assert.AreEqual(qb.Bid.Low * _factor, (adjustedQb as QuoteBar).Bid.Low); Assert.AreEqual(qb.LastBidSize / _factor, (adjustedQb as QuoteBar).LastBidSize); // ask Assert.AreEqual(qb.Ask.Open * _factor, (adjustedQb as QuoteBar).Ask.Open); Assert.AreEqual(qb.Ask.Close * _factor, (adjustedQb as QuoteBar).Ask.Close); Assert.AreEqual(qb.Ask.High * _factor, (adjustedQb as QuoteBar).Ask.High); Assert.AreEqual(qb.Ask.Low * _factor, (adjustedQb as QuoteBar).Ask.Low); Assert.AreEqual(qb.LastAskSize / _factor, (adjustedQb as QuoteBar).LastAskSize); } } }