forked from QuantConnect/Lean.DataSource.Tiingo
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Migrate TiingoNews custom data references to DataSource repo
- Loading branch information
Showing
8 changed files
with
748 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,120 @@ | ||
/* | ||
* 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.Interfaces; | ||
using System.Collections.Generic; | ||
using System.Linq; | ||
using QuantConnect.Algorithm; | ||
using QuantConnect.Data; | ||
using QuantConnect.DataSource; | ||
using QuantConnect.Data.UniverseSelection; | ||
using QuantConnect.Securities; | ||
|
||
namespace QuantConnect.DataLibrary.Tests | ||
{ | ||
/// <summary> | ||
/// Example algorithm of a custom universe selection using coarse data and adding TiingoNews | ||
/// If conditions are met will add the underlying and trade it | ||
/// </summary> | ||
public class CoarseTiingoNewsUniverseSelectionAlgorithm : QCAlgorithm | ||
{ | ||
private const int NumberOfSymbols = 3; | ||
private List<Symbol> _symbols; | ||
|
||
public override void Initialize() | ||
{ | ||
SetStartDate(2014, 03, 24); | ||
SetEndDate(2014, 04, 07); | ||
|
||
UniverseSettings.FillForward = false; | ||
|
||
AddUniverse(new CustomDataCoarseFundamentalUniverse(UniverseSettings, CoarseSelectionFunction)); | ||
|
||
_symbols = new List<Symbol>(); | ||
} | ||
|
||
// sort the data by daily dollar volume and take the top 'NumberOfSymbols' | ||
public IEnumerable<Symbol> CoarseSelectionFunction(IEnumerable<CoarseFundamental> coarse) | ||
{ | ||
// sort descending by daily dollar volume | ||
var sortedByDollarVolume = coarse.OrderByDescending(x => x.DollarVolume); | ||
|
||
// take the top entries from our sorted collection | ||
var top = sortedByDollarVolume.Take(NumberOfSymbols); | ||
|
||
// we need to return only the symbol objects | ||
return top.Select(x => QuantConnect.Symbol.CreateBase(typeof(TiingoNews), x.Symbol, x.Symbol.ID.Market)); | ||
} | ||
|
||
public override void OnData(Slice data) | ||
{ | ||
var articles = data.Get<TiingoNews>(); | ||
|
||
foreach (var kvp in articles) | ||
{ | ||
var news = kvp.Value; | ||
if (news.Title.IndexOf("Stocks Drop", 0, StringComparison.CurrentCultureIgnoreCase) != -1) | ||
{ | ||
if (!Securities.ContainsKey(kvp.Key.Underlying)) | ||
{ | ||
// add underlying we want to trade | ||
AddSecurity(kvp.Key.Underlying); | ||
_symbols.Add(kvp.Key.Underlying); | ||
} | ||
} | ||
} | ||
|
||
foreach (var symbol in _symbols) | ||
{ | ||
if (Securities[symbol].HasData) | ||
{ | ||
SetHoldings(symbol, 1m / _symbols.Count); | ||
} | ||
} | ||
} | ||
|
||
public override void OnSecuritiesChanged(SecurityChanges changes) | ||
{ | ||
changes.FilterCustomSecurities = false; | ||
Log($"{Time} {changes}"); | ||
} | ||
|
||
private class CustomDataCoarseFundamentalUniverse : CoarseFundamentalUniverse | ||
{ | ||
public CustomDataCoarseFundamentalUniverse(UniverseSettings universeSettings, Func<IEnumerable<CoarseFundamental>, IEnumerable<Symbol>> selector) | ||
: base(universeSettings, selector) | ||
{ } | ||
|
||
public override IEnumerable<SubscriptionRequest> GetSubscriptionRequests(Security security, DateTime currentTimeUtc, DateTime maximumEndTimeUtc, | ||
ISubscriptionDataConfigService subscriptionService) | ||
{ | ||
var config = subscriptionService.Add( | ||
typeof(TiingoNews), | ||
security.Symbol, | ||
UniverseSettings.Resolution, | ||
UniverseSettings.FillForward, | ||
UniverseSettings.ExtendedMarketHours, | ||
dataNormalizationMode: UniverseSettings.DataNormalizationMode); | ||
return new[]{new SubscriptionRequest(isUniverseSubscription: false, | ||
universe: this, | ||
security: security, | ||
configuration: config, | ||
startTimeUtc: currentTimeUtc, | ||
endTimeUtc: maximumEndTimeUtc)}; | ||
} | ||
} | ||
} | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,68 @@ | ||
# 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. | ||
|
||
from AlgorithmImports import * | ||
from QuantConnect.DataSource import * | ||
|
||
### <summary> | ||
### Example algorithm of a custom universe selection using coarse data and adding TiingoNews | ||
### If conditions are met will add the underlying and trade it | ||
### </summary> | ||
class CoarseTiingoNewsUniverseSelectionAlgorithm(QCAlgorithm): | ||
|
||
def Initialize(self): | ||
'''Initialise the data and resolution required, as well as the cash and start-end dates for your algorithm. All algorithms must initialized.''' | ||
|
||
self.SetStartDate(2014,3,24) | ||
self.SetEndDate(2014,4,7) | ||
|
||
self.UniverseSettings.FillForward = False; | ||
|
||
self.__numberOfSymbols = 3 | ||
|
||
self.AddUniverse(CustomDataCoarseFundamentalUniverse(self.UniverseSettings, self.CoarseSelectionFunction)); | ||
|
||
self._symbols = [] | ||
|
||
# sort the data by daily dollar volume and take the top 'NumberOfSymbols' | ||
def CoarseSelectionFunction(self, coarse): | ||
# sort descending by daily dollar volume | ||
sortedByDollarVolume = sorted(coarse, key=lambda x: x.DollarVolume, reverse=True) | ||
|
||
# return the symbol objects of the top entries from our sorted collection | ||
return [ Symbol.CreateBase(TiingoNews, x.Symbol, x.Symbol.ID.Market) for x in sortedByDollarVolume[:self.__numberOfSymbols] ] | ||
|
||
def OnData(self, data): | ||
articles = data.Get(TiingoNews) | ||
|
||
for kvp in articles: | ||
news = kvp.Value | ||
if "stocks drop" in news.Title.lower(): | ||
if not self.Securities.ContainsKey(kvp.Key.Underlying): | ||
# add underlying we want to trade | ||
self.AddSecurity(kvp.Key.Underlying) | ||
self._symbols.append(kvp.Key.Underlying) | ||
|
||
for symbol in self._symbols: | ||
if self.Securities[symbol].HasData: | ||
self.SetHoldings(symbol, 1.0 / len(self._symbols)) | ||
|
||
def OnSecuritiesChanged(self, changes): | ||
changes.FilterCustomSecurities = False | ||
self.Log(f"{self.Time} {changes}") | ||
|
||
class CustomDataCoarseFundamentalUniverse(CoarseFundamentalUniverse): | ||
def GetSubscriptionRequests(self, security, currentTimeUtc, maximumEndTimeUtc, subscriptionService): | ||
us = self.UniverseSettings | ||
config = subscriptionService.Add(TiingoNews, security.Symbol, us.Resolution, us.FillForward, us.ExtendedMarketHours, True, False, False, us.DataNormalizationMode) | ||
return [ SubscriptionRequest(False, self, security, config, currentTimeUtc, maximumEndTimeUtc) ] |
22 changes: 22 additions & 0 deletions
22
DataQueueHandlers/QuantConnect.DataSource.DataQueueHandlers.csproj
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,22 @@ | ||
<Project Sdk="Microsoft.NET.Sdk"> | ||
|
||
<PropertyGroup> | ||
<TargetFramework>net5.0</TargetFramework> | ||
<RootNamespace>QuantConnect.DataSource.DataQueueHandlers</RootNamespace> | ||
<AssemblyName>QuantConnect.DataSource.DataQueueHandlers.TiingoNews</AssemblyName> | ||
</PropertyGroup> | ||
|
||
<ItemGroup> | ||
<PackageReference Include="QuantConnect.Common" Version="2.5.11800" /> | ||
<PackageReference Include="QuantConnect.Compression" Version="2.5.11800" /> | ||
<PackageReference Include="QuantConnect.Lean.Engine" Version="2.5.11800" /> | ||
<PackageReference Include="protobuf-net" Version="3.0.29" /> | ||
<PackageReference Include="protobuf-net.Core" Version="3.0.29" /> | ||
<PackageReference Include="Newtonsoft.Json" Version="12.0.3" /> | ||
</ItemGroup> | ||
|
||
<ItemGroup> | ||
<ProjectReference Include="..\QuantConnect.DataSource.csproj" /> | ||
</ItemGroup> | ||
|
||
</Project> |
Oops, something went wrong.