/*
* 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 System.Collections.Generic;
namespace QuantConnect.Data.Auxiliary
{
///
/// Set of helper methods for factor files and price scaling operations
///
public static class PriceScalingExtensions
{
///
/// Resolves the price scale for a date given a factor file and required settings
///
/// The factor file to use
/// The date for the price scale lookup
/// The price normalization mode requested
/// The contract offset, useful for continuous contracts
/// The data mapping mode used, useful for continuous contracts
/// The reference end date for scaling prices.
/// The price scale to use
///
/// If is and is null
///
///
/// For normalization mode,
/// the prices are scaled to the prices on the
///
public static decimal GetPriceScale(
this IFactorProvider factorFile,
DateTime dateTime,
DataNormalizationMode normalizationMode,
uint contractOffset = 0,
DataMappingMode? dataMappingMode = null,
DateTime? endDateTime = null
)
{
if (factorFile == null)
{
if (normalizationMode is DataNormalizationMode.BackwardsPanamaCanal or DataNormalizationMode.ForwardPanamaCanal)
{
return 0;
}
return 1;
}
var endDateTimeFactor = 1m;
if (normalizationMode == DataNormalizationMode.ScaledRaw)
{
if (endDateTime == null)
{
throw new ArgumentException(
$"{nameof(DataNormalizationMode.ScaledRaw)} normalization mode requires an end date for price scaling.");
}
// For ScaledRaw, we need to get the price scale at the end date to adjust prices to that date instead of "today"
endDateTimeFactor = factorFile.GetPriceFactor(endDateTime.Value, normalizationMode, dataMappingMode, contractOffset);
}
return factorFile.GetPriceFactor(dateTime, normalizationMode, dataMappingMode, contractOffset) / endDateTimeFactor;
}
///
/// Determines the symbol to use to fetch it's factor file
///
/// This is useful for futures where the symbol to use is the canonical
public static Symbol GetFactorFileSymbol(this Symbol symbol)
{
return symbol.SecurityType == SecurityType.Future ? symbol.Canonical : symbol;
}
///
/// Helper method to return an empty factor file
///
public static IFactorProvider GetEmptyFactorFile(this Symbol symbol)
{
if (symbol.SecurityType == SecurityType.Future)
{
return new MappingContractFactorProvider(symbol.ID.Symbol, Enumerable.Empty());
}
return new CorporateFactorProvider(symbol.ID.Symbol, Enumerable.Empty());
}
///
/// Parses the contents as a FactorFile, if error returns a new empty factor file
///
public static IFactorProvider SafeRead(string permtick, IEnumerable contents, SecurityType securityType)
{
try
{
DateTime? minimumDate;
contents = contents.Distinct();
if (securityType == SecurityType.Future)
{
return new MappingContractFactorProvider(permtick, MappingContractFactorRow.Parse(contents, out minimumDate), minimumDate);
}
// FactorFileRow.Parse handles entries with 'inf' and exponential notation and provides the associated minimum tradeable date for these cases
// previously these cases were not handled causing an exception and returning an empty factor file
return new CorporateFactorProvider(permtick, CorporateFactorRow.Parse(contents, out minimumDate), minimumDate);
}
catch (Exception e)
{
if (securityType == SecurityType.Future)
{
return new MappingContractFactorProvider(permtick, Enumerable.Empty());
}
return new CorporateFactorProvider(permtick, Enumerable.Empty());
}
}
}
}