chore: import upstream snapshot with attribution
This commit is contained in:
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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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namespace QuantConnect.Data.Custom.Intrinio
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{
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/// <summary>
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/// Intrinio Data Source
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/// </summary>
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public static class IntrinioEconomicDataSources
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{
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/// <summary>
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/// Bank of America Merrill Lynch
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/// </summary>
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public static class BofAMerrillLynch
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{
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/// <summary>
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/// This data represents the effective yield of the BofA Merrill Lynch US Corporate BBB Index, a subset of the BofA
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/// Merrill Lynch US Corporate Master Index tracking the performance of US dollar denominated investment grade rated
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/// corporate debt publically issued in the US domestic market.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLC0A4CBBBEY
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/// </remarks>
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public const string USCorporateBBBEffectiveYield = "$BAMLC0A4CBBBEY";
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/// <summary>
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/// This data represents the Option-Adjusted Spread (OAS) of the BofA Merrill Lynch US Corporate BBB Index, a subset of
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/// the BofA Merrill Lynch US Corporate Master Index tracking the performance of US dollar denominated investment grade
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/// rated corporate debt publically issued in the US domestic market.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLC0A4CBBB
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/// </remarks>
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public const string USCorporateBBBOptionAdjustedSpread = "$BAMLC0A4CBBB";
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/// <summary>
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/// The BofA Merrill Lynch Option-Adjusted Spreads (OASs) are the calculated spreads between a computed OAS index of
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/// all bonds in a given rating category and a spot Treasury curve. An OAS index is constructed using each constituent
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/// bond’s OAS, weighted by market capitalization.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLC0A0CM
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/// </remarks>
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public const string USCorporateMasterOptionAdjustedSpread = "$BAMLC0A0CM";
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/// <summary>
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/// This data represents the Option-Adjusted Spread (OAS) of the BofA Merrill Lynch US Corporate BB Index, a subset of
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/// the BofA Merrill Lynch US High Yield Master II Index tracking the performance of US dollar denominated below
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/// investment grade rated corporate debt publically issued in the US domestic market.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLH0A1HYBB
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/// </remarks>
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public const string USHighYieldBBOptionAdjustedSpread = "$BAMLH0A1HYBB";
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/// <summary>
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/// This data represents the Option-Adjusted Spread (OAS) of the BofA Merrill Lynch US Corporate B Index, a subset of
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/// the BofA Merrill Lynch US High Yield Master II Index tracking the performance of US dollar denominated below
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/// investment grade rated corporate debt publically issued in the US domestic market. This subset includes all
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/// securities with a given investment grade rating B.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLH0A2HYB
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/// </remarks>
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public const string USHighYieldBOptionAdjustedSpread = "$BAMLH0A2HYB";
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/// <summary>
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/// This data represents the Option-Adjusted Spread (OAS) of the BofA Merrill Lynch US Corporate C Index, a subset of
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/// the BofA Merrill Lynch US High Yield Master II Index tracking the performance of US dollar denominated below
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/// investment grade rated corporate debt publically issued in the US domestic market.
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLH0A3HYC
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/// </remarks>
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public const string USHighYieldCCCorBelowOptionAdjustedSpread = "$BAMLH0A3HYC";
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/// <summary>
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/// This data represents the effective yield of the BofA Merrill Lynch US High Yield Master II Index, which tracks the
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/// performance of US dollar denominated below investment grade rated corporate debt publically issued in the US
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/// domestic market.
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/// Source: https://fred.stlouisfed.org/series/BAMLH0A0HYM2EY
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/// </summary>
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public const string USHighYieldEffectiveYield = "$BAMLH0A0HYM2EY";
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/// <summary>
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/// This data represents the BofA Merrill Lynch US High Yield Master II Index value, which tracks the performance of US
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/// dollar denominated below investment grade rated corporate debt publically issued in the US domestic market.
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/// </summary>
|
||||
/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/BAMLHYH0A0HYM2TRIV
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/// </remarks>
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public const string USHighYieldMasterIITotalReturnIndexValue = "$BAMLHYH0A0HYM2TRIV";
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/// <summary>
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||||
/// The BofA Merrill Lynch Option-Adjusted Spreads (OASs) are the calculated spreads between a computed OAS index of
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/// all bonds in a given rating category and a spot Treasury curve. An OAS index is constructed using each constituent
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/// bond’s OAS, weighted by market capitalization.
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/// Source: https://fred.stlouisfed.org/series/BAMLH0A0HYM2
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/// </summary>
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public const string USHighYieldOptionAdjustedSpread = "$BAMLH0A0HYM2";
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}
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/// <summary>
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/// Chicago Board Options Exchange
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/// </summary>
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public static class CBOE
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{
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/// <summary>
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/// CBOE China ETF Volatility Index
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VXFXICLS
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/// </remarks>
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public const string ChinaETFVolatilityIndex = "$VXFXICLS";
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/// <summary>
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/// CBOE Crude Oil ETF Volatility Index
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/OVXCLS
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/// </remarks>
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public const string CrudeOilETFVolatilityIndex = "$OVXCLS";
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/// <summary>
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/// CBOE Emerging Markets ETF Volatility Index
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VXEEMCLS
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/// </remarks>
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public const string EmergingMarketsETFVolatilityIndex = "$VXEEMCLS";
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/// <summary>
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/// CBOE Gold ETF Volatility Index
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/GVZCLS
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/// </remarks>
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public const string GoldETFVolatilityIndex = "$GVZCLS";
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/// <summary>
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/// CBOE 10-Year Treasury Note Volatility Futures
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VXTYN
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/// </remarks>
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public const string TenYearTreasuryNoteVolatilityFutures = "$VXTYN";
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/// <summary>
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/// CBOE Volatility Index: VIX
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VIXCLS
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/// </remarks>
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public const string VIX = "$VIXCLS";
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/// <summary>
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/// CBOE S&P 100 Volatility Index: VXO
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VXOCLS
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/// </remarks>
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public const string VXO = "$VXOCLS";
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/// <summary>
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/// CBOE S&P 500 3-Month Volatility Index
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/VXVCLS
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/// </remarks>
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public const string VXV = "$VXVCLS";
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}
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/// <summary>
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/// Commodities
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/// </summary>
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public static class Commodities
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{
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/// <summary>
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/// Crude Oil Prices: Brent - Europe
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/DCOILBRENTEU
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/// </remarks>
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public const string CrudeOilBrent = "$DCOILBRENTEU";
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/// <summary>
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/// Crude Oil Prices: West Texas Intermediate (WTI) - Cushing, Oklahoma
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/DCOILWTICO
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/// </remarks>
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public const string CrudeOilWTI = "$DCOILWTICO";
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/// <summary>
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/// Conventional Gasoline Prices: U.S. Gulf Coast, Regular
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/DGASUSGULF
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/// </remarks>
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public const string GasolineUSGulfCoast = "$DGASUSGULF";
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/// <summary>
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/// Gold Fixing Price 10:30 A.M. (London time) in London Bullion Market, based in U.S. Dollars
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/GOLDAMGBD228NLBM
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/// </remarks>
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public const string GoldFixingPrice1030amLondon = "$GOLDAMGBD228NLBM";
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/// <summary>
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/// Gold Fixing Price 3:00 P.M. (London time) in London Bullion Market, based in U.S. Dollars
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/GOLDPMGBD228NLBM
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/// </remarks>
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public const string GoldFixingPrice1500amLondon = "$GOLDPMGBD228NLBM";
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/// <summary>
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/// Henry Hub Natural Gas Spot Price
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/DHHNGSP
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/// </remarks>
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public const string NaturalGas = "$DHHNGSP";
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/// <summary>
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/// Propane Prices: Mont Belvieu, Texas
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/// </summary>
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/// <remarks>
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/// Source: https://fred.stlouisfed.org/series/DPROPANEMBTX
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/// </remarks>
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public const string Propane = "$DPROPANEMBTX";
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}
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/// <summary>
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/// Exchange Rates
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/// </summary>
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public static class ExchangeRates
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{
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/// <summary>
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/// Brazilian Reals to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Brazil_USA = "$DEXBZUS";
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/// <summary>
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/// Canadian Dollars to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Canada_USA = "$DEXCAUS";
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/// <summary>
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/// Chinese Yuan to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string China_USA = "$DEXCHUS";
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/// <summary>
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/// Hong Kong Dollars to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string HongKong_USA = "$DEXHKUS";
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/// <summary>
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/// Indian Rupees to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string India_USA = "$DEXINUS";
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/// <summary>
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/// Japanese Yen to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Japan_USA = "$DEXJPUS";
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/// <summary>
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||||
/// Malaysian Ringgit to One U.S. Dollar
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/// </summary>
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||||
/// <remarks>
|
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Malaysia_USA = "$DEXMAUS";
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/// <summary>
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/// Mexican New Pesos to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Mexico_USA = "$DEXMXUS";
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/// <summary>
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/// Norwegian Kroner to One U.S. Dollar
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/// </summary>
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/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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||||
public const string Norway_USA = "$DEXNOUS";
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/// <summary>
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/// Singapore Dollars to One U.S. Dollar
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/// </summary>
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||||
/// <remarks>
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/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
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/// </remarks>
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public const string Singapore_USA = "$DEXSIUS";
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/// <summary>
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||||
/// South African Rand to One U.S. Dollar
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||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string SouthAfrica_USA = "$DEXSFUS";
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||||
|
||||
/// <summary>
|
||||
/// South Korean Won to One U.S. Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string SouthKorea_USA = "$DEXKOUS";
|
||||
|
||||
/// <summary>
|
||||
/// Sri Lankan Rupees to One U.S. Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string SriLanka_USA = "$DEXSLUS";
|
||||
|
||||
/// <summary>
|
||||
/// Swiss Francs to One U.S. Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string Switzerland_USA = "$DEXSZUS";
|
||||
|
||||
/// <summary>
|
||||
/// New Taiwan Dollars to One U.S. Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string Taiwan_USA = "$DEXTAUS";
|
||||
|
||||
/// <summary>
|
||||
/// Thai Baht to One U.S. Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string Thailand_USA = "$DEXTHUS";
|
||||
|
||||
/// <summary>
|
||||
/// U.S. Dollars to One Australian Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string USA_Australia = "$DEXUSAL";
|
||||
|
||||
/// <summary>
|
||||
/// U.S. Dollars to One Euro
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string USA_Euro = "$DEXUSEU";
|
||||
|
||||
/// <summary>
|
||||
/// U.S. Dollars to One New Zealand Dollar
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string USA_NewZealand = "$DEXUSNZ";
|
||||
|
||||
/// <summary>
|
||||
/// U.S. Dollars to One British Pound
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: Board of Governors of the Federal Reserve System https://www.federalreserve.gov/releases/h10/
|
||||
/// </remarks>
|
||||
public const string USA_UK = "$DEXUSUK";
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Moody's Investors Service
|
||||
/// </summary>
|
||||
public static class Moodys
|
||||
{
|
||||
/// <summary>
|
||||
/// Moody's Seasoned Aaa Corporate Bond© and 10-Year Treasury Constant Maturity.
|
||||
/// These instruments are based on bonds with maturities 20 years and above.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/DAAA
|
||||
/// </remarks>
|
||||
public const string SeasonedAaaCorporateBondYield = "$DAAA";
|
||||
|
||||
/// <summary>
|
||||
/// Series is calculated as the spread between Moody's Seasoned Aaa Corporate Bond© and 10-Year Treasury Constant
|
||||
/// Maturity
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/AAA10Y
|
||||
/// </remarks>
|
||||
public const string SeasonedAaaCorporateBondYieldRelativeTo10YearTreasuryConstantMaturity = "$AAA10Y";
|
||||
|
||||
/// <summary>
|
||||
/// Moody's Seasoned Baa Corporate Bond© and 10-Year Treasury Constant Maturity.
|
||||
/// These instruments are based on bonds with maturities 20 years and above.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/DBAA
|
||||
/// </remarks>
|
||||
public const string SeasonedBaaCorporateBondYield = "$DBAA";
|
||||
|
||||
/// <summary>
|
||||
/// Series is calculated as the spread between Moody's Seasoned Baa Corporate Bond© and 10-Year Treasury Constant Maturity
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/BAA10Y
|
||||
/// </remarks>
|
||||
public const string SeasonedBaaCorporateBondYieldRelativeTo10YearTreasuryConstantMaturity = "$BAA10Y";
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Trade Weighted US Dollar Index
|
||||
/// </summary>
|
||||
public static class TradeWeightedUsDollarIndex
|
||||
{
|
||||
/// <summary>
|
||||
/// A weighted average of the foreign exchange value of the U.S. dollar against the currencies of a broad group of
|
||||
/// major U.S. trading partners. Broad currency index includes the Euro Area, Canada, Japan, Mexico, China, United
|
||||
/// Kingdom, Taiwan, Korea, Singapore, Hong Kong, Malaysia, Brazil, Switzerland, Thailand, Philippines, Australia,
|
||||
/// Indonesia, India, Israel, Saudi Arabia, Russia, Sweden, Argentina, Venezuela, Chile and Colombia.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/DTWEXB
|
||||
/// For more information about trade-weighted indexes see
|
||||
/// http://www.federalreserve.gov/pubs/bulletin/2005/winter05_index.pdf.
|
||||
/// </remarks>
|
||||
public const string Broad = "$DTWEXB";
|
||||
|
||||
/// <summary>
|
||||
/// A weighted average of the foreign exchange value of the U.S. dollar against a subset of the broad index currencies
|
||||
/// that circulate widely outside the country of issue. Major currencies index includes the Euro Area, Canada, Japan,
|
||||
/// United Kingdom, Switzerland, Australia, and Sweden.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/DTWEXM
|
||||
/// For more information about trade-weighted indexes see
|
||||
/// http://www.federalreserve.gov/pubs/bulletin/2005/winter05_index.pdf.
|
||||
/// </remarks>
|
||||
public const string MajorCurrencies = "$DTWEXM";
|
||||
|
||||
/// <summary>
|
||||
/// A weighted average of the foreign exchange value of the U.S. dollar against a subset of the broad index currencies
|
||||
/// that do not circulate widely outside the country of issue. Countries whose currencies are included in the other
|
||||
/// important trading partners index are Mexico, China, Taiwan, Korea, Singapore, Hong Kong, Malaysia, Brazil,
|
||||
/// Thailand, Philippines, Indonesia, India, Israel, Saudi Arabia, Russia, Argentina, Venezuela, Chile and Colombia.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Source: https://fred.stlouisfed.org/series/DTWEXO
|
||||
/// For more information about trade-weighted indexes see
|
||||
/// http://www.federalreserve.gov/pubs/bulletin/2005/winter05_index.pdf.
|
||||
/// </remarks>
|
||||
public const string OtherImportantTradingPartners = "$DTWEXO";
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,74 @@
|
||||
/*
|
||||
* 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 QuantConnect.Util;
|
||||
|
||||
namespace QuantConnect.Data.Custom.Intrinio
|
||||
{
|
||||
/// <summary>
|
||||
/// Auxiliary class to access all Intrinio API data.
|
||||
/// </summary>
|
||||
public static class IntrinioConfig
|
||||
{
|
||||
/// <summary>
|
||||
/// </summary>
|
||||
public static RateGate RateGate =
|
||||
new RateGate(1, TimeSpan.FromMilliseconds(5000));
|
||||
|
||||
/// <summary>
|
||||
/// Check if Intrinio API user and password are not empty or null.
|
||||
/// </summary>
|
||||
public static bool IsInitialized => !string.IsNullOrWhiteSpace(User) && !string.IsNullOrWhiteSpace(Password);
|
||||
|
||||
/// <summary>
|
||||
/// Intrinio API password
|
||||
/// </summary>
|
||||
public static string Password = string.Empty;
|
||||
|
||||
/// <summary>
|
||||
/// Intrinio API user
|
||||
/// </summary>
|
||||
public static string User = string.Empty;
|
||||
|
||||
/// <summary>
|
||||
/// Sets the time interval between calls.
|
||||
/// For more information, please refer to: https://intrinio.com/documentation/api#limits
|
||||
/// </summary>
|
||||
/// <param name="timeSpan">Time interval between to consecutive calls.</param>
|
||||
/// <remarks>
|
||||
/// Paid subscription has limits of 1 call per second.
|
||||
/// Free subscription has limits of 1 call per minute.
|
||||
/// </remarks>
|
||||
public static void SetTimeIntervalBetweenCalls(TimeSpan timeSpan)
|
||||
{
|
||||
RateGate = new RateGate(1, timeSpan);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Set the Intrinio API user and password.
|
||||
/// </summary>
|
||||
public static void SetUserAndPassword(string user, string password)
|
||||
{
|
||||
User = user;
|
||||
Password = password;
|
||||
|
||||
if (!IsInitialized)
|
||||
{
|
||||
throw new InvalidOperationException("Please set a valid Intrinio user and password.");
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,229 @@
|
||||
/*
|
||||
* 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 System.Globalization;
|
||||
using System.Text;
|
||||
|
||||
namespace QuantConnect.Data.Custom.Intrinio
|
||||
{
|
||||
/// <summary>
|
||||
/// TRanformation available for the Economic data.
|
||||
/// </summary>
|
||||
public enum IntrinioDataTransformation
|
||||
{
|
||||
/// <summary>
|
||||
/// The rate of change
|
||||
/// </summary>
|
||||
Roc,
|
||||
|
||||
/// <summary>
|
||||
/// Rate of change from Year Ago
|
||||
/// </summary>
|
||||
AnnualyRoc,
|
||||
|
||||
/// <summary>
|
||||
/// The compounded annual rate of change
|
||||
/// </summary>
|
||||
CompoundedAnnualRoc,
|
||||
|
||||
/// <summary>
|
||||
/// The continuously compounded annual rate of change
|
||||
/// </summary>
|
||||
AnnualyCCRoc,
|
||||
|
||||
/// <summary>
|
||||
/// The continuously compounded rateof change
|
||||
/// </summary>
|
||||
CCRoc,
|
||||
|
||||
/// <summary>
|
||||
/// The level, no transformation.
|
||||
/// </summary>
|
||||
Level,
|
||||
|
||||
/// <summary>
|
||||
/// The natural log
|
||||
/// </summary>
|
||||
Ln,
|
||||
|
||||
/// <summary>
|
||||
/// The percent change
|
||||
/// </summary>
|
||||
Pc,
|
||||
|
||||
/// <summary>
|
||||
/// The percent change from year ago
|
||||
/// </summary>
|
||||
AnnualyPc
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Access the massive repository of economic data from the Federal Reserve Economic Data system via the Intrinio API.
|
||||
/// </summary>
|
||||
/// <seealso cref="QuantConnect.Data.BaseData" />
|
||||
public class IntrinioEconomicData : BaseData
|
||||
{
|
||||
private readonly string _baseUrl = @"https://api.intrinio.com/historical_data.csv?";
|
||||
|
||||
private readonly IntrinioDataTransformation _dataTransformation;
|
||||
|
||||
|
||||
private bool _backtestingFirstTimeCallOrLiveMode = true;
|
||||
|
||||
/// <summary>
|
||||
/// Initializes a new instance of the <see cref="IntrinioEconomicData" /> class.
|
||||
/// </summary>
|
||||
public IntrinioEconomicData() : this(IntrinioDataTransformation.Level)
|
||||
{
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Initializes a new instance of the <see cref="IntrinioEconomicData" /> class.
|
||||
/// </summary>
|
||||
/// <param name="dataTransformation">The item.</param>
|
||||
public IntrinioEconomicData(IntrinioDataTransformation dataTransformation)
|
||||
{
|
||||
_dataTransformation = dataTransformation;
|
||||
|
||||
// If the user and the password is not set then then throw error.
|
||||
if (!IntrinioConfig.IsInitialized)
|
||||
{
|
||||
throw new
|
||||
InvalidOperationException("Please set a valid Intrinio user and password using the 'IntrinioEconomicData.SetUserAndPassword' static method. " +
|
||||
"For local backtesting, the user and password can be set in the 'parameters' fields from the 'config.json' file.");
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
/// <summary>
|
||||
/// Return the URL string source of the file. This will be converted to a stream
|
||||
/// </summary>
|
||||
/// <param name="config">Configuration object</param>
|
||||
/// <param name="date">Date of this source file</param>
|
||||
/// <param name="isLiveMode">true if we're in live mode, false for backtesting mode</param>
|
||||
/// <returns>
|
||||
/// String URL of source file.
|
||||
/// </returns>
|
||||
/// <remarks>
|
||||
/// Given Intrinio's API limits, we cannot make more than one CSV request per second. That's why in backtesting mode
|
||||
/// we make sure we make just one call to retrieve all the data needed. Also, to avoid the problem of many sources
|
||||
/// asking the data at the beginning of the algorithm, a pause of a second is added.
|
||||
/// </remarks>
|
||||
public override SubscriptionDataSource GetSource(SubscriptionDataConfig config, DateTime date, bool isLiveMode)
|
||||
{
|
||||
SubscriptionDataSource subscription;
|
||||
|
||||
// We want to make just one call with all the data in backtesting mode.
|
||||
// Also we want to make one call per second becasue of the API limit.
|
||||
if (_backtestingFirstTimeCallOrLiveMode)
|
||||
{
|
||||
// Force the engine to wait at least 1000 ms between API calls.
|
||||
IntrinioConfig.RateGate.WaitToProceed();
|
||||
|
||||
// In backtesting mode, there is only one call at the beggining with all the data
|
||||
_backtestingFirstTimeCallOrLiveMode = false || isLiveMode;
|
||||
subscription = GetIntrinioSubscription(config, isLiveMode);
|
||||
}
|
||||
else
|
||||
{
|
||||
subscription = new SubscriptionDataSource("", SubscriptionTransportMedium.LocalFile);
|
||||
}
|
||||
return subscription;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Reader converts each line of the data source into BaseData objects. Each data type creates its own factory method,
|
||||
/// and returns a new instance of the object
|
||||
/// each time it is called. The returned object is assumed to be time stamped in the config.ExchangeTimeZone.
|
||||
/// </summary>
|
||||
/// <param name="config">Subscription data config setup object</param>
|
||||
/// <param name="line">Line of the source document</param>
|
||||
/// <param name="date">Date of the requested data</param>
|
||||
/// <param name="isLiveMode">true if we're in live mode, false for backtesting mode</param>
|
||||
/// <returns>
|
||||
/// Instance of the T:BaseData object generated by this line of the CSV
|
||||
/// </returns>
|
||||
public override BaseData Reader(SubscriptionDataConfig config, string line, DateTime date, bool isLiveMode)
|
||||
{
|
||||
var obs = line.Split(',');
|
||||
var time = DateTime.MinValue;
|
||||
if (!DateTime.TryParseExact(obs[0], "yyyy-MM-dd", CultureInfo.InvariantCulture, DateTimeStyles.None,
|
||||
out time)) return null;
|
||||
var value = obs[1].ToDecimal();
|
||||
return new IntrinioEconomicData
|
||||
{
|
||||
Symbol = config.Symbol,
|
||||
Time = time,
|
||||
EndTime = time + QuantConnect.Time.OneDay,
|
||||
Value = value
|
||||
};
|
||||
}
|
||||
|
||||
private static string GetStringForDataTransformation(IntrinioDataTransformation dataTransformation)
|
||||
{
|
||||
var item = "level";
|
||||
switch (dataTransformation)
|
||||
{
|
||||
case IntrinioDataTransformation.Roc:
|
||||
item = "change";
|
||||
break;
|
||||
case IntrinioDataTransformation.AnnualyRoc:
|
||||
item = "yr_change";
|
||||
break;
|
||||
case IntrinioDataTransformation.CompoundedAnnualRoc:
|
||||
item = "c_annual_roc";
|
||||
break;
|
||||
case IntrinioDataTransformation.AnnualyCCRoc:
|
||||
item = "cc_annual_roc";
|
||||
break;
|
||||
case IntrinioDataTransformation.CCRoc:
|
||||
item = "cc_roc";
|
||||
break;
|
||||
case IntrinioDataTransformation.Level:
|
||||
item = "level";
|
||||
break;
|
||||
case IntrinioDataTransformation.Ln:
|
||||
item = "log";
|
||||
break;
|
||||
case IntrinioDataTransformation.Pc:
|
||||
item = "percent_change";
|
||||
break;
|
||||
case IntrinioDataTransformation.AnnualyPc:
|
||||
item = "yr_percent_change";
|
||||
break;
|
||||
}
|
||||
return item;
|
||||
}
|
||||
|
||||
private SubscriptionDataSource GetIntrinioSubscription(SubscriptionDataConfig config, bool isLiveMode)
|
||||
{
|
||||
// In Live mode, we only want the last observation, in backtesitng we need the data in ascending order.
|
||||
var order = isLiveMode ? "desc" : "asc";
|
||||
var item = GetStringForDataTransformation(_dataTransformation);
|
||||
var url = $"{_baseUrl}identifier={config.Symbol.Value}&item={item}&sort_order={order}";
|
||||
var byteKey = Encoding.ASCII.GetBytes($"{IntrinioConfig.User}:{IntrinioConfig.Password}");
|
||||
var authorizationHeaders = new List<KeyValuePair<string, string>>
|
||||
{
|
||||
new KeyValuePair<string, string>("Authorization",
|
||||
$"Basic ({Convert.ToBase64String(byteKey)})")
|
||||
};
|
||||
|
||||
return new SubscriptionDataSource(url, SubscriptionTransportMedium.RemoteFile, FileFormat.Csv,
|
||||
authorizationHeaders);
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user