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* Make FOPs selection universe file-based for backtesting
* Make FOPs option chains universe file based
* Make Future universe selection file-based like option universe
* Make Future universe selection file-based like option universe
* Abstraction cleanup
* Add FuturesChains API to QC algorithm
Also refactor future chain provider to use the new FutureUniverse instead of zip file names
* Update regression algorithms stats
* Refactor QuantBook option and future history to use new universes
* Fix failing tests
* Fix failing tests
* Fix failing tests
* Minor future chains unit test improvement
* Add futures chains DataFrame property
Also, remove IDerivativeSecurity interface from Future
* Add DataFrame property to FuturesChains class
* Add regression algorithms
* Add regression algorithms
* Replace QCAlgorithm.FutureChainProvider usages with new FuturesChain api
* Minor fixes
* Reduce number of universe files in repo
* Minor data fixes
* Regression algorithms updates
* Add implicit conversion from FuturesContract to Symbol
Modified algorithms to use futures contract objects directly instead of accessing their Symbol property.
Removed unnecessary import statements and redundant lines in various files.
* Improve resolution handling for history requests
* Changed _auxiliaryData field to lazily-initialized AuxiliaryData property
* Refactor data handling in BaseChain and TimeSliceFactory
- Added `AddData` method to `BaseChain` for adding market data
- Refactored `TimeSliceFactory` to use `BaseChain.AddData` method
* Remove specific constructors and indexers from Chain classes
Removed public indexers in `BaseChains` for getting or setting `BaseChain` instances by `ticker` or `Symbol`, which were used for Pythonnet compatibility.
* Remove chain cache logic from FuturesChainUniverse
* Refactor class and interface names for clarity
Renamed `FileBasedUniverse` to `BaseChainUniverseData` and
`IFileBasedUniverse` to `IChainUniverseData`.
* Add base class for options and futures contracts
- Introduced `BaseContract` as an abstract base class for contracts, consolidating common properties and methods.
- Removed ISymbolInterface
* Add minor fix for future options tickers parsing
Added tests
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* Clean chain provider classes up
* Remove ZipEntryName other classes and unused code
Removed ZipEntryName class and references across various files.
Removed DataQueueFuturesChainUniverseDataCollectionEnumerator and DataQueueOptionChainUniverseDataCollectionEnumerator classes.
Removed OptionChainUniverseSubscriptionEnumeratorFactory class.
Removed unused code for handling OptionChainUniverse and FuturesChainUniverse in FileSystemDataFeed.cs and LiveTradingDataFeed.cs.
Removed several test files related to enumerator factories and universe data collection.
* Minor changes and cleanup
* Trigger Build
* Trigger Build
* Refactor FuturesContract data handling
Forward price data from bars and ticks stored in private fields for improved memory usage
* Fix: use universe data for market data in FuturesContract
* Update regression algorithms stats after rebase
Added HSI futures universe files
* Sort configs by internal flag
Internals go first
* Throw from option universe data filters for future options
Future options IV, Open interest and greeks are not supported for future options
* Minor changes
* Improve some regression algorithms
* Minor fix for failing unit tests
* Update FOPs universe file header
Removed greeks and IV columns.
Updated FOPs universe files: removed outdated columns.
* Minor unit test fix
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* Minor fix
* Add history provider as constructor argument for chain providers
* Update new regression algorithms data points count
* Minor fix for FakeDataQueue
* Add initialize method to chain providers classes
* Minor changes
* Trigger Build
* Trigger Build
* Trigger Build
* Minor fix
* Minor fix
* Trigger Build
* Trigger Build
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* Add logs to ProcessedDataProvider
* Removed test logs
* Minor fix
* Support downloading options and futures universe files from api data provider
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* Support registering indicators of type IndicatorBase<BaseData>
* Add IndicatorBase<BaseData> scenario for all the usages of ConvertPythonIndicator
* Add all scenarios in the test case
* Fix IndicatorHistory api for options indicators
Fix for indicators based on OptionIndicatorBase to be able to use IndicatorHistory api. They require proper conversion of indicators from PyObjects
* Fix WarmupIndicator to support multi symbol indicators in Python
* Minor fix for WarmUpIndicator api
* Refactored switch statements for indicator conversion
* Solve comments review
* Refactored WarmUpIndicator to remove duplicated code
* Resolve review comments
---------
Co-authored-by: Jhonathan Abreu <jdabreu25@gmail.com>
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* Cache registered custom python security and universe data types
Use this cache to get the correct config for history requests since pythonnet will always pass PythonData and we lose reference to the actual Python type
* Use local repo data for unit tests
* Move unit tests to algorithm history tests
* Use UniverseManager instead of CacheCustomPythonDataType
* Add regression algorithms
* Update regression algorithms to solve issues
* Update regression test and History
* Updated source path to avoid issues with linux
---------
Co-authored-by: Jhonathan Abreu <jdabreu25@gmail.com>
* Initial draft of the solution
* Remove old format
* Address requested changes
* Add Index option test case
* nit changes
* Address Martin reviews, improve unit tests and solve 8577
* Add unit tests
* Nit change
* Address requested changes
* Address Martin reviews
* Nit changes and more unit tests
* Nit change
* Address requested changes
* Address requested changes
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* Refactor SetHoldings to return a List<OrderTicket>
* Add expectedQuantities to the testCases
* Update regression tests
* Update name of regressionAlgorithm
* Address review comments
* Update unit test
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* Refactor GetMatchingSubscriptions:
- Fixed retrieval of minute-resolution quote data for hour-resolution
equity
- Ensured correct retrieval of data regardless of equity resolution
- Created a unit test to verify functionality
* Update unit test and create test cases
* Add new unit test
* Addressed review comments
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* Inicial solution
* Use InitialMargin instead of MaintenanceMargin
* Addressed review comments
* Update unit test
* Refactor GenerateOptionTicker method to handle IndexOption
* Addressed PR comments
* Update unit test
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* Add helper method to calculate options expiration date time
This allows to compute accurate time till expiry for greek indicators to be able to calculate on the actual expiration date before market close
* Update tolerance in greek indicators tests
* Minor fix
* Modify helper method to calculate settlement time instead of expiration time
* Cache option expiration date time
* Minor changes
* Minor changes
* Default Data to null for ETFConstituentUniverses.
The data collection will be assigned only if needed. This allows data column to be filtered from dataframes since it will always be null for all constituents.
* Make base data collection aggregator reader fall back to BaseDataCollection
After instatiating the collection type, fall back to the base BaseDataCollection to aggregate data if the type is not a base data collection.
* Minor change
* Minor change
* Update pythonnet to 2.0.41
* Ignore data column for every flattened universe dataframe
* Filter empty collections columns in data frames
* Allow snake case named attributes in PythonSlice
* Remove PythonSlice Data Python class
Pythonnet handles dynamic objects behavior
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* Adjust lower-resolution fill-forwarded daily bars when strict end times is enabled
This allows to get fill-forwarded bars with unchanged time stamps
* Minor fixes
* Minor test data changes
* Fixes and comments
* Address peer review and add some fixes
* Minor fix and add regression algorithm
* Minor fix
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* Normalize universe data frames
Universe and (generically BaseDataCollection) data frames are not normalize and unpacked into a data frame, instead of just creating data frames with the universe lists within it
* Fix unit tests and algorithms to expecte new universe dataframe format
* Fixes
* Add PandasConverter.DataFrameGenerator class
* Pandas data frame generator class fixes
* Add comments
* Housekeeping
* Add attributes to mark classes and properties for pandas processing
* Improve pandas properties expanding
Allow and handle duplicate names
* Use PandasData generalization for Lean common data types
* Add points time as column when converting base data collections to data frames
* Cleanup and minor changes
* Minor change
* Pandas data to get type members on demand
* Move Pandas helper classes to their own files
* Minor changes
* Add flatten argument to python history api
This allows users to decide whether they want fully expanded dataframes for universe and other collection data types. Else, master behavior is kept
* Adding missing changes to last commit
* Update Pythonnet version to 2.0.40
* Add flattent argument to algorithm's OptionChain api
* Minor changes
* Housekeeping
* Minor changes
* Bug fix skipping data collection data points
* Add comment
* Set correct exchange time to OptionUniverse instances
* Address peer review and cleanup
* Cleanup
* Minor changes
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* Fix option universe
Set right time using exchange time zone when reading.
Remove OptionUniverse market hours hack in GetEntry extension method.
* Minor change
* Test
* Fix price shift on continuous future rollover
* Keep track of both data and exchange time in subscription data reader
* Fix for daily and hourly resolutions.
Add daily and hour algorithms
* Fixes for emitting new exchange dates at the beginning and end when data is not available
* Cleanup
* Minor fix
* Minor fix: detect mapping in data reader after advancing time keeper
* Minor fix
* More fixes
* More fixes
* Fixes for universe files
* More fixes for daily resolution data
* Separate DateChangeTimeKeeper to its own file
* Add DateChangeTimeKeeper unit tests
* Minor fix
* Add more DateChangeTimeKeeper unit tests
* Address peer review
* Address peer review
* Address peer review
* Detect mappings using the config NewSymbol event
* DateChangeTimeKeeper performance improvement for time zone conversions
* Clean up date change time keeper
* Cleanup
* Minor regression algo update
* Cleanup
* Cleanup
* Fix perform universe selection on sundays for continuous futures with extended market hours
* Cleanup
* Address peer review
* More cleanup
* More cleanup
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* feat: sort property in SubscriptionDataSource
* refactor: read lines (with sort opportunity) in TextSubscriptionDataSourceReader
* refactor: xml description of Sort property in SubscriptionDataSource
* revet: TextSubscriptionDataSourceReader changes
* feat: develop UnsortedTextSubscriptionDataSourceReader
* remove: UnsortedTextSubscriptionDataSourceReader
* feat: develop SortEnumerator
feat: use SortEnumerator in SubscriptionDataReader
* revert: TextSubscriptionDataSourceReader changes
* feat: use sort Enumerator in LiveCustomDataSubscriptionEnumeratorFactory
* test:feat: Unsorted Live Data Feed with using Object Store
* test:feat: history CustomData request with unsorted data
* refactor: develop TryWrapper on SortEnumerator
* remove: extra spacing
* refactor: Sort in SubscriptionDataSource
* feat: add RegressionAlgorithms when source return data in Descending format
* refactor: xml description of prop Sort in SubscriptionDataSource
* refactor: SortEnumerator
* test:refactor access modifier in ExampleCustomDataWithSort
* test:refactor: increase performance LiveDataFeedSourcesDataFromObjectStore
* feat: add xml comment of regression algorithm
* test:revert: access modifier to public in internal test class
* test:refactor: use while instead of timer
* Revert "test:refactor: use while instead of timer"
This reverts commit 4fe43da8094df366f7ae4b361c97a4a14b815c32.
* 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>
* Infer data type from configs in bar count history requests
* Infer data type from configs in bar count history requests
* Minor changes
* Minor fix
* Cleanup
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* Add new QCAlgorithm.OptionChain method to get full data option chain
* Add extension method to get canonical symbol
* Support future options in new OptionChain method
* Replace option chain provider with OptionChain method in some regression algorithms
* Add new regression algorithms for OptionChain method
* Replace option chain provider with OptionChain method in some regression algorithms
* Minor
* Cleanup
* Minor changes in regression algorithms
* Minor adjustments
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* 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>
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* Minor indicator history fix
- Take into account warmup period when used, the last bar of the warmup
period is counted as a data point.
- Fix bug where in some cases the last data point could of been missed
and the indicator not updated with it
* Minor tweak
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* Default daily precise end times
- Enable by default daily precise end times. Updating stats
- Minor fix for algorithm manager consolidator updates, adding new regression test
asserting behavior and updating others
- Minor fix for SubscriptionData creator avoid round down on warmup if
not appropiate
- Adjust consolidators to emit on daily strict end times if requested
daily resolution and setting enabled
- Updating regression algorithms
* Skip daily data on extended market hours
* Some cleanup and self review
* Revert unrequired change
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* First draft of the solution
* Reduce duplication and add more properties
* Add regression tests
* Add xml docs
* Add unit tests
* Improve regression and unit tests
* Address requested changes
* Address request and improve unit tests
* Add unit test and fix bug
* Improve unit tests and implementation
* Nit change
* Address reviews
* Improve regression tests
* Address requests
* Fix bug
* Address requests
* Set best recommended model based on option style.
The best option model will be used in options indicators based on option style if not specified
* Reduced Greeks/IV numerical models steps to 100
* Minor fixes
* Minor changes and improvements
* Changed default pricing model for IV
* Minor performance improvements
* Minor performance improvements and fixes
* Minor change
* Minor regression algorithm fix
* Update greek indicators internal IV indicator only when not user provided
* Revert unnecessary changes
* Minor changes
* Cleanup
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* First draft of the solution
* First draft of the tests
* Nit changes
* Nit change
* Add improvements
* Improve unit tests
* Regression algos
* Nit change
* Nit changes
* Improve unit tests
* Improve unit test
* Nit change
* Address reviews
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* Improve indicator warmup
- Allow indicator warmup to handle multiple symbols, used for option
greeks. Adding regression test
- Improve indicator history to handle specific T types. Adding unit test
- Remove period, and historical underlying volatility, from IV so
simplify warmup behavior
* Address review, fix minor issues
* Minor fix for Mis-Aligned Timestamps from IndicatorHistory
- Minor fir for mis-Aligned Timestamps from IndicatorHistory. Adjusting
unit test to reproduce issue.
* Add another assert to indicator history tests
* Minor fixes for IndicatorHistory and IV
- Minor fix for IndicatorHistory, use ScaledRaw data normalization mode
for option indicators. Adding unit test
- Expand the IV expected upper range to 400%, given values can be higher
than previous value of 200%
- Adjust IV to use smoothing function only when both option calculations
succeed
* Updating regression algorithm expected greeks, minor change
* Add indicator helper methods for base Algorithm
- Add indicator helper methods for base algorithm. Adding new unit tests
* Expand indicators helper methods
- Expand indicators helper methods, adding support for C# and custom
indicators too. Adding unit tests
- Expand indicators helper methods to support multiple symbols as input.
Adding unit tests
- Improve conversion of symbol enumerable from python to C# adding unit
tests
* Address reviews
- Keep old QB.Indicator methods for backwards compatibility
- Rename new API to IndicatorHistory, matching
FutureHistory/OptionHistory
- Add new regression algorithms
- Minor improvement to DynamicData so it supports snake name access
* Add algorithm unit tests
* Add Brokerage unit tests
* Add Common unit tests
* Fix unit test bugs
* Add remaining unit tests
* Address requested changes
* Address requested changes
* Fix failing unit test
* Address requested changes
* Daily data Time & EndTime Improvement
- Adjust daily data Time & EndTime to actually reflect the time of the
data used, for example US Equity from 9.30 to 4PM. Adding new unit and
regression tests
* Refactor solution to use enumerator
- Refactor daily strict end times solution to be through enumerator
usage, so it applies for history providers too
* Minor fixes
* Revert fill forward enumerator change
- Revert FillForward enumerator causing stats changing, enhancing unit
tests
* Some cleanup
* Improve handling of live trading FF enumerator
- Improve handling of live trading FF enumerator, by adding support for
bars to arrive with a delay so we can handle auction close/option
prices or data providers which might have some delay making the data
available. Adding new unit tests asserting the behavior
JosueNina