Files
quantconnect--lean/Engine/DataFeeds/SubscriptionData.cs
T
Adalyat Nazirov 7bb143b215 Bug 4031 Change data depending on configuration (#4650)
* Calculate both raw and adjuasted prices for backtesting

* disable second price factoring

* move and reuse method

* test coverage for new methods

* reuse scaling method

* reuse subscriptionData.Create method

* removed unused code

* regression test

* switch to aapl

* fix regression test output

* more asserts

* fix comments - reduce shortcuts and abbrevation

* more comments

* merge parameters

* reduce number of getting price factors

* fix tests

* fix tests

* fix regression tests

* calculate TotalReturn on demand

* include TotalReturn calculations

* perf tuning

* more unit tests for SubscriptionData.Create

* simplify things - store and return only raw and precalculated data

* fix regression tests; change it back

* factor equals 1 for Raw data

* small changes

* follow code style

* implement backward compatibility
2020-09-09 18:40:19 -03:00

105 lines
4.4 KiB
C#

/*
* 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 QuantConnect.Data;
using QuantConnect.Indicators;
using QuantConnect.Securities;
namespace QuantConnect.Lean.Engine.DataFeeds
{
/// <summary>
/// Store data (either raw or adjusted) and the time at which it should be synchronized
/// </summary>
public class SubscriptionData
{
/// <summary>
/// Data
/// </summary>
protected BaseData _data;
/// <summary>
/// Gets the data
/// </summary>
public virtual BaseData Data => _data;
/// <summary>
/// Gets the UTC emit time for this data
/// </summary>
public DateTime EmitTimeUtc { get; }
/// <summary>
/// Initializes a new instance of the <see cref="SubscriptionData"/> class
/// </summary>
/// <param name="data">The base data</param>
/// <param name="emitTimeUtc">The emit time for the data</param>
public SubscriptionData(BaseData data, DateTime emitTimeUtc)
{
_data = data;
EmitTimeUtc = emitTimeUtc;
}
/// <summary>
/// Clones the data, computes the utc emit time and performs exchange round down behavior, storing the result in a new <see cref="SubscriptionData"/> instance
/// </summary>
/// <param name="configuration">The subscription's configuration</param>
/// <param name="exchangeHours">The exchange hours of the security</param>
/// <param name="offsetProvider">The subscription's offset provider</param>
/// <param name="data">The data being emitted</param>
/// <param name="normalizationMode">Specifies how data is normalized</param>
/// <param name="factor">price scale factor</param>
/// <returns>A new <see cref="SubscriptionData"/> containing the specified data</returns>
public static SubscriptionData Create(SubscriptionDataConfig configuration, SecurityExchangeHours exchangeHours, TimeZoneOffsetProvider offsetProvider, BaseData data, DataNormalizationMode normalizationMode, decimal? factor = null)
{
if (data == null)
{
return null;
}
data = data.Clone(data.IsFillForward);
var emitTimeUtc = offsetProvider.ConvertToUtc(data.EndTime);
// Let's round down for any data source that implements a time delta between
// the start of the data and end of the data (usually used with Bars).
// The time delta ensures that the time collected from `EndTime` has
// no look-ahead bias, and is point-in-time.
if (data.Time != data.EndTime)
{
data.Time = data.Time.ExchangeRoundDownInTimeZone(configuration.Increment, exchangeHours, configuration.DataTimeZone, configuration.ExtendedMarketHours);
}
if (factor.HasValue && (factor.Value != 1 || configuration.SumOfDividends != 0))
{
var sumOfDividends = configuration.SumOfDividends;
BaseData normalizedData = data.Clone();
if (normalizationMode == DataNormalizationMode.Adjusted || normalizationMode == DataNormalizationMode.SplitAdjusted)
{
normalizedData.Adjust(factor.Value);
}
else if (normalizationMode == DataNormalizationMode.TotalReturn)
{
normalizedData.Scale(p => p * factor.Value + sumOfDividends);
}
return new PrecalculatedSubscriptionData(configuration, data, normalizedData, normalizationMode, emitTimeUtc);
}
return new SubscriptionData(data, emitTimeUtc);
}
}
}