chore: import upstream snapshot with attribution
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/*
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* QUANTCONNECT.COM - Democratizing Finance, Empowering Individuals.
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* Lean Algorithmic Trading Engine v2.0. Copyright 2014 QuantConnect Corporation.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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using QuantConnect.Interfaces;
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using QuantConnect.Logging;
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using QuantConnect.Util;
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using System;
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using System.Collections.Generic;
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using System.Globalization;
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using System.IO;
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using System.Linq;
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namespace QuantConnect.Data
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{
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/// <summary>
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/// Fed US Primary Credit Rate at given date
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/// </summary>
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public class InterestRateProvider : IRiskFreeInterestRateModel
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{
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private static readonly DateTime _firstInterestRateDate = new DateTime(1998, 1, 1);
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private static DateTime _lastInterestRateDate;
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private static Dictionary<DateTime, decimal> _riskFreeRateProvider;
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private static readonly object _lock = new();
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/// <summary>
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/// Default Risk Free Rate of 1%
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/// </summary>
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public static readonly decimal DefaultRiskFreeRate = 0.01m;
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/// <summary>
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/// Lazily loads the interest rate provider from disk and returns it
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/// </summary>
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private IReadOnlyDictionary<DateTime, decimal> RiskFreeRateProvider
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{
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get
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{
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// let's not lock if the provider is already loaded
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if (_riskFreeRateProvider != null)
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{
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return _riskFreeRateProvider;
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}
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lock (_lock)
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{
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_riskFreeRateProvider ??= GetInterestRateProvider();
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return _riskFreeRateProvider;
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}
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}
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}
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/// <summary>
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/// Get interest rate by a given date
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/// </summary>
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/// <param name="date">The date</param>
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/// <returns>Interest rate on the given date</returns>
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public decimal GetInterestRate(DateTime date)
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{
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if (!RiskFreeRateProvider.TryGetValue(date.Date, out var interestRate))
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{
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return date < _firstInterestRateDate
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? RiskFreeRateProvider[_firstInterestRateDate]
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: RiskFreeRateProvider[_lastInterestRateDate];
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}
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return interestRate;
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}
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/// <summary>
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/// Generate the daily historical US primary credit rate
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/// </summary>
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protected static Dictionary<DateTime, decimal> GetInterestRateProvider()
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{
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var directory = Path.Combine(Globals.DataFolder, "alternative", "interest-rate", "usa",
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"interest-rate.csv");
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var riskFreeRateProvider = FromCsvFile(directory, out var previousInterestRate);
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_lastInterestRateDate = DateTime.UtcNow.Date;
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// Sparse the discrete data points into continuous credit rate data for every day
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for (var date = _firstInterestRateDate; date <= _lastInterestRateDate; date = date.AddDays(1))
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{
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if (!riskFreeRateProvider.TryGetValue(date, out var currentRate))
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{
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riskFreeRateProvider[date] = previousInterestRate;
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continue;
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}
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previousInterestRate = currentRate;
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}
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return riskFreeRateProvider;
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}
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/// <summary>
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/// Reads Fed primary credit rate file and returns a dictionary of historical rate changes
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/// </summary>
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/// <param name="file">The csv file to be read</param>
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/// <param name="firstInterestRate">The first interest rate on file</param>
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/// <returns>Dictionary of historical credit rate change events</returns>
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public static Dictionary<DateTime, decimal> FromCsvFile(string file, out decimal firstInterestRate)
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{
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var dataProvider = Composer.Instance.GetPart<IDataProvider>();
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var firstInterestRateSet = false;
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firstInterestRate = DefaultRiskFreeRate;
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// skip the first header line, also skip #'s as these are comment lines
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var interestRateProvider = new Dictionary<DateTime, decimal>();
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foreach (var line in dataProvider.ReadLines(file).Skip(1)
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.Where(x => !string.IsNullOrWhiteSpace(x)))
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{
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if (TryParse(line, out var date, out var interestRate))
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{
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if (!firstInterestRateSet)
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{
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firstInterestRate = interestRate;
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firstInterestRateSet = true;
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}
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interestRateProvider[date] = interestRate;
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}
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}
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if (interestRateProvider.Count == 0)
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{
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Log.Error($"InterestRateProvider.FromCsvFile(): no interest rates were loaded, please make sure the file is present '{file}'");
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}
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return interestRateProvider;
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}
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/// <summary>
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/// Parse the string into the interest rate date and value
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/// </summary>
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/// <param name="csvLine">The csv line to be parsed</param>
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/// <param name="date">Parsed interest rate date</param>
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/// <param name="interestRate">Parsed interest rate value</param>
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public static bool TryParse(string csvLine, out DateTime date, out decimal interestRate)
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{
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var line = csvLine.Split(',');
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if (!DateTime.TryParseExact(line[0], "yyyy-MM-dd", CultureInfo.InvariantCulture, DateTimeStyles.None, out date))
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{
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Log.Error($"Couldn't parse date/time while reading FED primary credit rate file. Line: {csvLine}");
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interestRate = DefaultRiskFreeRate;
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return false;
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}
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if (!decimal.TryParse(line[1], NumberStyles.Any, CultureInfo.InvariantCulture, out interestRate))
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{
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Log.Error($"Couldn't parse primary credit rate while reading FED primary credit rate file. Line: {csvLine}");
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return false;
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}
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// Unit conversion from %
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interestRate /= 100;
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return true;
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}
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}
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}
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