Files
Jhonathan Abreu 0a9dc2c71c QCAlgorithm's OptionChain() api refactor (#8334)
* Fix pandas converter to handle list of data with different symbols

* Properly convert list of data into dataframe

Take into consideration data for multiple symbols in the same list

* Cleanup

* Index dataframes by symbol object instead of SID string

* Add symbol equality operator to compare against object

* Exclude "ID" from option chain dataframe

* Minor fix

* Add greeks columns directly in option chain dataframe.

Also add pass-through properties for greek values in OptionUniverse

* Some cleanup

* Minor fix

* Add new QCAlgorithm.OptionChains() method

- Use OptionChains as output
- Add DataFrame to OptionChain and OptionChains
- Rename Greeks classes
- Add ISymbolProvider for classes that have a symbol (IBaseData, OptionContract)

* Unify QCAlgorithmOptionChain API

Also refactor OptionContract to handle: (1) Actual market data and option price model data, and (2) OptionUniverse data

* Pass symbol properties to OptionUniverse option chain from algorithm

* Format OptionContract for dataframe

* Minor fix

* Add multiple option chains api regression algorithms and other minor changes

* Address peer review

Add NullGreeks class: keep ModeledGreeks as internal as possible

* Minor fix and add PandasConverter unit tests

* Peer review: Non-thread-safe Lazy for Python

* Handle Greeks unwrapping by PandasData

* PandasData cleanup

* Add data and other minor changes

* Unit test fix

* Update Pythonnet to 2.0.39

* Cleanup

* PandasData handling children class members

Address peer review

* Fix: indexing symbol conversion in pandas mapper

* Fix pandas mapper to convert string keys to symbol only when necessary

* Cleanup

* Cleanup

* Add PandasColumn python class to handle proper indexing

This allows propery hash and equality between Symbols, C# strings and Python strings

* Minor fixes

* Symbol cache improvements

* Minor fix for cache miss

* Revert PandasMapper reserved names and improvements

* Minor fix

* Revert reserved names

* Minor fix for Symbol equality operators

---------

Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
2024-10-04 12:26:15 -04:00

213 lines
8.3 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.Linq;
using System.Collections.Generic;
using System.Runtime.CompilerServices;
namespace QuantConnect
{
/// <summary>
/// Provides a string->Symbol mapping to allow for user defined strings to be lifted into a Symbol
/// This is mainly used via the Symbol implicit operator, but also functions that create securities
/// should also call Set to add new mappings
/// </summary>
public static class SymbolCache
{
// we aggregate the two maps into a class so we can assign a new one as an atomic operation
private static readonly Dictionary<string, Symbol> Symbols = new(StringComparer.OrdinalIgnoreCase);
private static readonly Dictionary<Symbol, string> Tickers = new();
/// <summary>
/// Adds a mapping for the specified ticker
/// </summary>
/// <param name="ticker">The string ticker symbol</param>
/// <param name="symbol">The symbol object that maps to the string ticker symbol</param>
public static void Set(string ticker, Symbol symbol)
{
lock (Symbols)
{
Symbols[ticker] = symbol;
Tickers[symbol] = ticker;
var index = ticker.IndexOf('.');
if (index != -1)
{
var related = ticker.Substring(0, index);
if (Symbols.TryGetValue(related, out symbol) && symbol is null)
{
Symbols.Remove(related);
}
}
}
}
/// <summary>
/// Gets the Symbol object that is mapped to the specified string ticker symbol
/// </summary>
/// <param name="ticker">The string ticker symbol</param>
/// <returns>The symbol object that maps to the specified string ticker symbol</returns>
public static Symbol GetSymbol(string ticker)
{
var result = TryGetSymbol(ticker);
if (!result.Item1)
{
throw result.Item3 ?? throw new InvalidOperationException(Messages.SymbolCache.UnableToLocateTicker(ticker));
}
return result.Item2;
}
/// <summary>
/// Gets the Symbol object that is mapped to the specified string ticker symbol
/// </summary>
/// <param name="ticker">The string ticker symbol</param>
/// <param name="symbol">The output symbol object</param>
/// <returns>The symbol object that maps to the specified string ticker symbol</returns>
public static bool TryGetSymbol(string ticker, out Symbol symbol)
{
var result = TryGetSymbol(ticker);
symbol = result.Item2;
return result.Item1;
}
/// <summary>
/// Gets the string ticker symbol that is mapped to the specified Symbol
/// </summary>
/// <param name="symbol">The symbol object</param>
/// <returns>The string ticker symbol that maps to the specified symbol object</returns>
public static string GetTicker(Symbol symbol)
{
lock (Symbols)
{
return Tickers.TryGetValue(symbol, out var ticker) ? ticker : symbol.ID.ToString();
}
}
/// <summary>
/// Gets the string ticker symbol that is mapped to the specified Symbol
/// </summary>
/// <param name="symbol">The symbol object</param>
/// <param name="ticker">The output string ticker symbol</param>
/// <returns>The string ticker symbol that maps to the specified symbol object</returns>
public static bool TryGetTicker(Symbol symbol, out string ticker)
{
lock (Symbols)
{
return Tickers.TryGetValue(symbol, out ticker);
}
}
/// <summary>
/// Removes the mapping for the specified symbol from the cache
/// </summary>
/// <param name="symbol">The symbol whose mappings are to be removed</param>
/// <returns>True if the symbol mapping were removed from the cache</returns>
/// <remarks>Just used for testing</remarks>
public static bool TryRemove(Symbol symbol)
{
lock (Symbols)
{
return Tickers.Remove(symbol, out var ticker) && Symbols.Remove(ticker, out symbol);
}
}
/// <summary>
/// Removes the mapping for the specified symbol from the cache
/// </summary>
/// <param name="ticker">The ticker whose mappings are to be removed</param>
/// <returns>True if the symbol mapping were removed from the cache</returns>
/// <remarks>Just used for testing</remarks>
public static bool TryRemove(string ticker)
{
lock (Symbols)
{
return Symbols.Remove(ticker, out var symbol) && Tickers.Remove(symbol, out ticker);
}
}
/// <summary>
/// Clears the current caches
/// </summary>
/// <remarks>Just used for testing</remarks>
public static void Clear()
{
lock (Symbols)
{
Symbols.Clear();
Tickers.Clear();
}
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private static Tuple<bool, Symbol, InvalidOperationException> TryGetSymbol(string ticker)
{
lock (Symbols)
{
if (!TryGetSymbolCached(ticker, out var symbol))
{
// fall-back full-text search as a back-shim for custom data symbols.
// permitting a user to use BTC to resolve to BTC.Bitcoin
var search = $"{ticker}.";
var match = Symbols.Where(kvp => kvp.Key.StartsWith(search, StringComparison.InvariantCultureIgnoreCase) && kvp.Value is not null).ToList();
if (match.Count == 0)
{
// no matches, cache the miss! else it will get expensive
Symbols[ticker] = null;
return new(false, null, null);
}
else if (match.Count == 1)
{
// exactly one match
Symbols[ticker] = match[0].Value;
return new(true, match[0].Value, null);
}
else if (match.Count > 1)
{
// too many matches
return new(false, null, new InvalidOperationException(
Messages.SymbolCache.MultipleMatchingTickersLocated(match.Select(kvp => kvp.Key))));
}
}
return new(symbol is not null, symbol, null);
}
}
/// <summary>
/// Attempts to resolve the ticker to a Symbol via the cache. If not found in the
/// cache then
/// </summary>
/// <param name="ticker">The ticker to resolver to a symbol</param>
/// <param name="symbol">The resolves symbol</param>
/// <returns>True if we successfully resolved a symbol, false otherwise</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
private static bool TryGetSymbolCached(string ticker, out Symbol symbol)
{
if (Symbols.TryGetValue(ticker, out symbol))
{
return true;
}
if (SecurityIdentifier.TryParse(ticker, out var sid))
{
symbol = new Symbol(sid, sid.Symbol);
return true;
}
return false;
}
}
}