Files
quantconnect--lean/Common/Util/StreamReaderExtensions.cs
T
Jhonathan Abreu e29bb2c5e0
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File-based options universe (#8212)
* Initial options universe with greeks implementation

* Options universe improvements

* Address peer review

* File based options universe fixes and improvements.

- Adjust OptionUniverse start-end times and period.
- Adapt unit tests and some algorithms to pass with new options universe selection.

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Updated options regression algorithms stats for new universe data

* Option chain provider with new options universe

* Allow canonical option history requests

* Address peer review

* Address peer review

* Fix symbols parsing in OptionUniverse

* Fix universe selection subscriptions start time to not include extended market hours

* Minor changes

* Minor changes

* Peer recommended changes and fixes

* Update regression algorithm stats

* Update regression algorithms stats and minor fixes

* Fix option chain provider history request

* Round option indicators values

* Added option universe csv header property

* Update regression algorithms stats

* Update regression algorithms stats

* Data fixes and regression algos stats update

* Unit test fixes

* Minor changes

* Option chain handling in live trading data feed

* Minor changes

* Added processed data provider

* Fix thread-safety violation in Slice class

* Minor change

* Update options filter universe API to use OptionUniverse data

Add new filter methods for greeks, IV and open interest

* Option filter universe api updates

* Add OptionUniverse history regression algorithms

* Add regression algorithms for new options filter universe api methods

* Added options greeks data and updated regression algorithms

* Address peer review

* Address peer review

* Add more assertions to new options filter api regression algorithms

* Minor performance improvement.

Reduce greeks binomial model steps to 140

* Minor tests updates

* Greeks numerical models performance improvements

* Greeks numerical models performance improvements

* Revert array pool change for option pricing numerical models

* Update default dividend yield provider depending on option type

* [TEST]

* Add helper method con calculate time till expiration

* Use double in price option numerical models

* Implied volatility calculation improvements

- Adjust root finding method accuracy as a factor of the option price
- Use BSM to get a first guess

* Cleanup

* Some regression algorithms and unit tests cleanup

* Regression tests updates after rebasing from master

* Add universe files

* Self review and cleanup

* Minor regression tests updates after rebase

* Fix: set data time zone to same as exchange tz for options universes

* Minor change

* Minor change

* Fix for live trading options universe selection

* Keep underlying when aggregating collections in BaseDataCollectionAggregatorEnumerator

* Update index options regression algorithms stats

* Minor change

* Address peer review

* Memory usage improvements

* Minor build fix

* Minor changes and test fixes

* Cache symbols in OptionUniverse

* Cleanup

* Fix index option creation in OptionUniverse

* Use cached underlying SID when parsing from string

* Abstract symbols cache to BaseDataCollection

* Return actual underlying symbol when mapping decomposing ICO ticker

* Address peer review

* Minor performance improvements reduce garbage

* Limit Symbols and SIDs cache size to help with memory usage

* Minor fix in symbols and sid cache cleanup

* Build fix

* Lazily parse greeks on individual access

* Cleanup and tests

* Address peer review

* Minor greeks fix

---------

Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
2024-09-09 12:39:31 -03:00

194 lines
7.8 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.IO;
using System.Text;
using System.Globalization;
using System.Collections.Concurrent;
using System.Runtime.CompilerServices;
namespace QuantConnect.Util
{
/// <summary>
/// Extension methods to fetch data from a <see cref="StreamReader"/> instance
/// </summary>
/// <remarks>The value of these methods is performance. The objective is to avoid using
/// <see cref="StreamReader.ReadLine"/> and having to create intermediate substrings, parsing and splitting</remarks>
public static class StreamReaderExtensions
{
// we use '-1' value as a flag to determine whether we have decimal places or not, so we avoid having another variable required
private const int NoDecimalPlaces = -1;
private const char NoMoreData = unchecked((char)-1);
private const char DefaultDelimiter = ',';
/// <summary>
/// Gets a decimal from the provided stream reader
/// </summary>
/// <param name="stream">The data stream</param>
/// <param name="delimiter">The data delimiter character to use, default is ','</param>
/// <returns>The decimal read from the stream</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static decimal GetDecimal(this StreamReader stream, char delimiter = DefaultDelimiter)
{
return GetDecimal(stream, out _, delimiter);
}
/// <summary>
/// Gets a decimal from the provided stream reader
/// </summary>
/// <param name="stream">The data stream</param>
/// <param name="delimiter">The data delimiter character to use, default is ','</param>
/// <param name="pastEndLine">True if end line was past, useful for consumers to know a line ended</param>
/// <returns>The decimal read from the stream</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static decimal GetDecimal(this StreamReader stream, out bool pastEndLine, char delimiter = DefaultDelimiter)
{
long value = 0;
var decimalPlaces = NoDecimalPlaces;
var current = (char)stream.Read();
while (current == ' ')
{
current = (char)stream.Read();
}
var isNegative = current == '-';
if (isNegative)
{
current = (char)stream.Read();
}
pastEndLine = current == '\n' || current == '\r' && (stream.Peek() != '\n' || stream.Read() == '\n') || current == NoMoreData;
while (!(current == delimiter || pastEndLine || current == ' '))
{
if (current == '.')
{
decimalPlaces = 0;
}
else
{
value = value * 10 + (current - '0');
if (decimalPlaces != NoDecimalPlaces)
{
decimalPlaces++;
}
}
current = (char)stream.Read();
pastEndLine = current == '\n' || current == '\r' && (stream.Peek() != '\n' || stream.Read() == '\n') || current == NoMoreData;
}
var lo = (int)value;
var mid = (int)(value >> 32);
return new decimal(lo, mid, 0, isNegative, (byte)(decimalPlaces != NoDecimalPlaces ? decimalPlaces : 0));
}
/// <summary>
/// Gets a date time instance from a stream reader
/// </summary>
/// <param name="stream">The data stream</param>
/// <param name="format">The format in which the date time is</param>
/// <param name="delimiter">The data delimiter character to use, default is ','</param>
/// <returns>The date time instance read</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static DateTime GetDateTime(this StreamReader stream, string format = DateFormat.TwelveCharacter, char delimiter = DefaultDelimiter)
{
var current = (char)stream.Read();
while (current == ' ')
{
current = (char)stream.Read();
}
var index = 0;
// we know the exact format we want to parse so we can allocate the char array and not use an expensive string builder
var data = new char[format.Length];
while (!(current == delimiter || current == '\n' || current == '\r' && (stream.Peek() != '\n' || stream.Read() == '\n') || current == NoMoreData))
{
data[index++] = current;
current = (char)stream.Read();
}
return DateTime.ParseExact(data,
format,
CultureInfo.InvariantCulture);
}
/// <summary>
/// Gets an integer from a stream reader
/// </summary>
/// <param name="stream">The data stream</param>
/// <param name="delimiter">The data delimiter character to use, default is ','</param>
/// <returns>The integer instance read</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static int GetInt32(this StreamReader stream, char delimiter = DefaultDelimiter)
{
var result = 0;
var current = (char)stream.Read();
while (current == ' ')
{
current = (char)stream.Read();
}
var isNegative = current == '-';
if (isNegative)
{
current = (char)stream.Read();
}
while (!(current == delimiter || current == '\n' || current == '\r' && (stream.Peek() != '\n' || stream.Read() == '\n') || current == NoMoreData || current == ' '))
{
result = (current - '0') + result * 10;
current = (char)stream.Read();
}
return isNegative ? result * -1 : result;
}
private readonly static ConcurrentBag<StringBuilder> StringBuilders = new();
/// <summary>
/// Gets a string from a stream reader
/// </summary>
/// <param name="stream">The data stream</param>
/// <param name="delimiter">The data delimiter character to use, default is ','</param>
/// <returns>The string instance read</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static string GetString(this StreamReader stream, char delimiter = DefaultDelimiter)
{
if (!StringBuilders.TryTake(out var builder))
{
builder = new();
}
try
{
var current = (char)stream.Read();
while (!(current == delimiter || current == '\n' || current == '\r' && (stream.Peek() != '\n' || stream.Read() == '\n') || current == NoMoreData))
{
builder.Append(current);
current = (char)stream.Read();
}
return builder.ToString();
}
finally
{
builder.Clear();
StringBuilders.Add(builder);
}
}
}
}