3 Commits

Author SHA1 Message Date
Martin-Molinero 513ced31d7 Add python syntax check (#8651)
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* Add python syntax check

* Fix some python regression algorithms

* Fixing more bugs
2025-03-28 10:36:26 -03:00
Jhonathan Abreu bc5d51806d Universe data frames normalization (#8385)
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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
2024-11-26 16:16:34 -04:00
Jhonathan Abreu e29bb2c5e0 File-based options universe (#8212)
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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

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