/* * 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 NUnit.Framework; using Python.Runtime; using QuantConnect.Data; using QuantConnect.Data.Consolidators; using QuantConnect.Data.Market; namespace QuantConnect.Tests.Common.Data { [TestFixture] public class VolumeRenkoConsolidatorTests: BaseConsolidatorTests { [Test] public void OutputTypeIsVolumeRenkoBar() { using var consolidator = new VolumeRenkoConsolidator(10); Assert.AreEqual(typeof(VolumeRenkoBar), consolidator.OutputType); } [Test] public void ConsolidatesOnTickVolumeReached() { VolumeRenkoBar bar = null; using var consolidator = new VolumeRenkoConsolidator(10); consolidator.DataConsolidated += (sender, consolidated) => { bar = consolidated; }; var reference = new DateTime(2013, 10, 1); consolidator.Update(new Tick(reference, Symbol.Empty, String.Empty, String.Empty, 2m, 1m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(1), Symbol.Empty, String.Empty, String.Empty, 3m, 2m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(2), Symbol.Empty, String.Empty, String.Empty, 3m, 3m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(3), Symbol.Empty, String.Empty, String.Empty, 2m, 2m)); Assert.IsNotNull(bar); Assert.AreEqual(1m, bar.Open); Assert.AreEqual(3m, bar.High); Assert.AreEqual(1m, bar.Low); Assert.AreEqual(2m, bar.Close); Assert.AreEqual(10m, bar.Volume); Assert.AreEqual(10m, bar.BrickSize); Assert.AreEqual(Symbol.Empty, bar.Symbol); Assert.AreEqual(reference, bar.Start); Assert.AreEqual(reference.AddHours(3), bar.EndTime); Assert.IsTrue(bar.IsClosed); } [Test] public void ConsolidatesOnTraderBarVolumeReached() { VolumeRenkoBar bar = null; using var consolidator = new VolumeRenkoConsolidator(10); consolidator.DataConsolidated += (sender, consolidated) => { bar = consolidated; }; var reference = new DateTime(2013, 10, 1); consolidator.Update(new TradeBar(reference, Symbol.Empty, 1m, 2m, 0.5m, 1.5m, 2m, new TimeSpan(1, 0, 0))); Assert.IsNull(bar); consolidator.Update(new TradeBar(reference.AddHours(1), Symbol.Empty, 1.5m, 3m, 1m, 3m, 3m, new TimeSpan(1, 0, 0))); Assert.IsNull(bar); consolidator.Update(new TradeBar(reference.AddHours(2), Symbol.Empty, 3m, 3m, 1m, 2m, 3m, new TimeSpan(1, 0, 0))); Assert.IsNull(bar); consolidator.Update(new TradeBar(reference.AddHours(3), Symbol.Empty, 2m, 4m, 1.5m, 2.5m, 2m, new TimeSpan(1, 0, 0))); Assert.IsNotNull(bar); Assert.AreEqual(1m, bar.Open); Assert.AreEqual(4m, bar.High); Assert.AreEqual(0.5m, bar.Low); Assert.AreEqual(2.5m, bar.Close); Assert.AreEqual(10m, bar.Volume); Assert.AreEqual(10m, bar.BrickSize); Assert.AreEqual(Symbol.Empty, bar.Symbol); Assert.AreEqual(reference, bar.Start); Assert.AreEqual(reference.AddHours(4), bar.EndTime); Assert.IsTrue(bar.IsClosed); } [Test] public void ConsolidatesOnQuoteBar() { using var consolidator = new VolumeRenkoConsolidator(10); var reference = new DateTime(2013, 10, 1); Assert.Throws(() => consolidator.Update(new QuoteBar(reference, Symbol.Empty, new Bar(1m, 1m, 1m, 1m), 1m, new Bar(1m, 1m, 1m, 1m), 1m, TimeSpan.MinValue))); } [Test] public void ConsistentRenkos() { // Test Renko bar consistency amongst three consolidators starting at different times var time = new DateTime(2016, 1, 1); var testValues = new List { new decimal[]{5m, 5m}, new decimal[]{5m, 3m}, new decimal[]{5m, 7m}, new decimal[]{5m, 6m}, new decimal[]{5m, 5m}, new decimal[]{5m, 3m}, new decimal[]{5m, 7m}, new decimal[]{5m, 6m}, new decimal[]{5m, 5m}, new decimal[]{5m, 3m}, new decimal[]{5m, 7m}, new decimal[]{5m, 6m}, new decimal[]{5m, 5m}, new decimal[]{5m, 3m}, new decimal[]{5m, 7m}, new decimal[]{5m, 6m} }; var consolidator1 = new VolumeRenkoConsolidator(20m); var consolidator2 = new VolumeRenkoConsolidator(20m); var consolidator3 = new VolumeRenkoConsolidator(20m); // Update each of our consolidators starting at different indexes of test values for (int i = 0; i < testValues.Count; i++) { var data = new Tick(time.AddSeconds(i), Symbol.Empty, String.Empty, String.Empty, testValues[i][0], testValues[i][1]); consolidator1.Update(data); if (i > 3) { consolidator2.Update(data); } if (i > 7) { consolidator3.Update(data); } } // Assert that consolidator 2 and 3 price is the same as 1. Even though they started at different // indexes they should be the same var bar1 = consolidator1.Consolidated as VolumeRenkoBar; var bar2 = consolidator2.Consolidated as VolumeRenkoBar; var bar3 = consolidator3.Consolidated as VolumeRenkoBar; Assert.AreEqual(bar1.Close, bar2.Close); Assert.AreEqual(bar1.Close, bar3.Close); consolidator1.Dispose(); consolidator2.Dispose(); consolidator3.Dispose(); } [Test] public void MultipleConsoldation() { VolumeRenkoBar bar = null; using var consolidator = new VolumeRenkoConsolidator(10m); consolidator.DataConsolidated += (sender, consolidated) => { bar = consolidated; }; var reference = new DateTime(2013, 10, 1); consolidator.Update(new Tick(reference, Symbol.Empty, String.Empty, String.Empty, 2m, 1m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(1), Symbol.Empty, String.Empty, String.Empty, 3m, 2m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(2), Symbol.Empty, String.Empty, String.Empty, 3m, 3m)); Assert.IsNull(bar); consolidator.Update(new Tick(reference.AddHours(3), Symbol.Empty, String.Empty, String.Empty, 2m, 2m)); Assert.IsNotNull(bar); Assert.AreEqual(1m, bar.Open); Assert.AreEqual(3m, bar.High); Assert.AreEqual(1m, bar.Low); Assert.AreEqual(2m, bar.Close); Assert.AreEqual(10m, bar.Volume); Assert.AreEqual(10m, bar.BrickSize); Assert.AreEqual(Symbol.Empty, bar.Symbol); Assert.AreEqual(reference, bar.Start); Assert.AreEqual(reference.AddHours(3), bar.EndTime); Assert.IsTrue(bar.IsClosed); consolidator.Update(new Tick(reference.AddHours(4), Symbol.Empty, String.Empty, String.Empty, 4m, 1m)); consolidator.Update(new Tick(reference.AddHours(5), Symbol.Empty, String.Empty, String.Empty, 3m, 2m)); consolidator.Update(new Tick(reference.AddHours(6), Symbol.Empty, String.Empty, String.Empty, 4m, 3m)); Assert.AreEqual(2m, bar.Open); Assert.AreEqual(3m, bar.High); Assert.AreEqual(1m, bar.Low); Assert.AreEqual(3m, bar.Close); Assert.AreEqual(10m, bar.Volume); Assert.AreEqual(10m, bar.BrickSize); Assert.AreEqual(Symbol.Empty, bar.Symbol); Assert.AreEqual(reference.AddHours(3), bar.Start); Assert.AreEqual(reference.AddHours(6), bar.EndTime); Assert.IsTrue(bar.IsClosed); // bar is always closed since it is the consolidated bar instance consolidator.Update(new Tick(reference.AddHours(7), Symbol.Empty, String.Empty, String.Empty, 5m, 10m)); // Not yet consolidated, so bar is not updated yet Assert.AreEqual(2m, bar.Open); Assert.AreEqual(3m, bar.High); Assert.AreEqual(1m, bar.Low); Assert.AreEqual(3m, bar.Close); Assert.AreEqual(10m, bar.Volume); Assert.AreEqual(10m, bar.BrickSize); Assert.AreEqual(Symbol.Empty, bar.Symbol); Assert.AreEqual(reference.AddHours(3), bar.Start); Assert.AreEqual(reference.AddHours(6), bar.EndTime); Assert.IsTrue(bar.IsClosed); } protected override IEnumerable GetTestValues() { var time = new DateTime(2016, 3, 1); return new List() { new Tick(time, Symbol.Empty, String.Empty, String.Empty, 5m, 5m), new Tick(time.AddSeconds(1), Symbol.Empty, String.Empty, String.Empty, 5m, 3m), new Tick(time.AddSeconds(2), Symbol.Empty, String.Empty, String.Empty, 5m, 7m), new Tick(time.AddSeconds(3), Symbol.Empty, String.Empty, String.Empty, 5m, 6m), new Tick(time.AddSeconds(4), Symbol.Empty, String.Empty, String.Empty, 5m, 5m), new Tick(time.AddSeconds(5), Symbol.Empty, String.Empty, String.Empty, 5m, 3m), new Tick(time.AddSeconds(6), Symbol.Empty, String.Empty, String.Empty, 5m, 7m), new Tick(time.AddSeconds(7), Symbol.Empty, String.Empty, String.Empty, 5m, 6m), new Tick(time.AddSeconds(8), Symbol.Empty, String.Empty, String.Empty, 5m, 5m), new Tick(time.AddSeconds(9), Symbol.Empty, String.Empty, String.Empty, 5m, 6m), new Tick(time.AddSeconds(10), Symbol.Empty, String.Empty, String.Empty, 5m, 7m), new Tick(time.AddSeconds(11), Symbol.Empty, String.Empty, String.Empty, 5m, 8m), new Tick(time.AddSeconds(12), Symbol.Empty, String.Empty, String.Empty, 5m, 9m) }; } protected override IDataConsolidator CreateConsolidator() { return new VolumeRenkoConsolidator(10m); } } }