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* Implements Covariance as Lean Indicator
* Add COV helper method and fix AcceptsVolumeRenkoBarsAsInput test
* Fix AcceptsRenkoBarsAsInput test to use smaller period for faster execution
* Fix slow Renko tests by limiting data processed to 50 rows
* Add optional strict parameter to PivotPointsHighLow indicator for relaxed comparison
- Added bool strict parameter (default true) to PivotPointsHighLow constructors
- When strict=true: Uses strict inequalities (> and <) - existing behavior
- When strict=false: Uses relaxed inequalities (>= and <=) - allows equal values
- Updated comparison logic in FindNextLowPivotPoint and FindNextHighPivotPoint
- Added new PPHL overload in QCAlgorithm.Indicators.cs with strict parameter
- Added 5 comprehensive unit tests using TestCase attributes
- All tests pass (19/19 relevant tests)
- Backwards compatible: default behavior unchanged
Addresses #8881
* Fix PPHL method signature to resolve overload ambiguity and maintain API consistency
- Remove wrapper overload to eliminate compilation ambiguity
- Reorder parameters: strict parameter now before resolution
- Keep selector as last parameter (consistent with other indicator helpers)
- Add unit tests verifying no overload ambiguity and correct strict parameter behavior
Addresses PR review feedback on #9033
* Implement backward-compatible PPHL overloads to support strict parameter
Added a second overload to maintain backward compatibility while introducing
the strict parameter. This prevents breaking changes for existing code that
uses positional arguments with the PPHL helper method.
Changes:
- Added backward-compatible overload that accepts (symbol, lengthHigh, lengthLow,
lastStoredValues, resolution, selector) and delegates to the new implementation
with strict: true
- Kept the new overload with strict parameter as the primary implementation
- Added comprehensive test (QCAlgorithmHelperOverloadResolution) documenting all
9 valid call patterns to prevent future regressions
This approach ensures:
- Existing calls like PPHL(symbol, 3, 3, 100, Resolution.Minute) continue to work
- New calls like PPHL(symbol, 3, 3, strict: false) are supported
- No ambiguity in overload resolution
- All 23 PPHL tests pass successfully
* Clean up some test duplication
---------
Co-authored-by: Martin Molinero <martin.molinero1@gmail.com>
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* initial draft changes
* Saving draft changes for TD Sequential Implementation
* Fixed failing tests
* Refactoring changes
* Additional refactoring to TDSequential
* Added tests
* Incorporated review comments
* reverted changes to older file
* Updated for review comment
* Updated Buy and Sell Setup Perfect functions based on review comment to remove equality operator
* Added SupportPrice and ResistancePrice as read-only public properties to expose the internal _resistance and _support prices
* Changed return value of ComputeNextValue to TomDemarkSequentialPhase instead of the encoded value of Phase.StepCount as per review comment
* Updated initialization to include bullish and bearish flip checks
* Refactored and cleaned up based on review comments
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* Some fixes for new C# enums handling in Pythonnet
* Minor changes and cleanup
* Update Pythonnet version to 2.0.45
* Minor changes
* Minor fix
* Minor fix
* Minor change
* Minor change
* Minor unit test fix
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* Support sub-indicator discovery using IIndicator and exclude PandasIgnore attribute
* WIP: PandasInclude
* Add PandasInclude annotation
* Resolve review comments
* Add a list of ignored properties
* Clean up [PandasIgnore] in IndicatorBase
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* implements Klinger Volume Oscillator
* preserve newest data file
* improve class summary
* address PR comments, add signal line, use RollingWindow to persist data, refactor code to make easier to follow
* add helper method KVO in in QCAlgorithm.Indicators.cs, add Signal test, fix IsReady and WarmUpPeriod
* default signal period for KVO, refactor and improve ComputeNextValue, simplified code
* update comment
* update comment
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* Ignore some errors in python syntax check.
Fix some algorithms syntax as well.
* Revert some changes
* Minor change
* Minor change
* Minor syntax check fixes
* Ignore more mypy errors
* Minor changes
* Ignore more mypy messages
* Ignore more mypy messages
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* Make ExtendedDictionary extend IDictionary
* Revert "Make ExtendedDictionary extend IDictionary"
This reverts commit bbbe9c769be682767cb9e487b904480376b53596.
* Make ExtendedDictionary key a type parameter
* Make SecurityPositionGroupModel an ExtendedDictionary
* Add unit tests
* Minor change
* Add more unit tests and other minor changes
* Add Count and ContainsKey to BaseChain
* Update pythonnet version to 2.0.43
* Update some python regression algorithms
* Minor regression algorithms fix
* Make CashBook and ExtendedDictionary
* Minor changes
* Minor changes
* Update pythonnet version to 2.0.44
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* Initial solution
* Update unit test
* Explicit conversion if T is IndicatorDataPoint
* Solve review comments
* Add override tests for Beta and Alpha
* Refactor and update unit test suite
* Create unit test for OptionIndicators
* Resolve review comments
* Resolve new review comments
* Add a new default selector
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* Initial solution
* Add python support for CompositeIndicator
* Add unit tests and update CompositeIndicator
* Add new test case
* Update TryConvertToIndicator logic
* Solve review comments
* Resolve review comments
* Remove unnessary case
* Use GetIndicatorAsManagedObject instead of ConvertToIndicator
* Add regression tests
* Add DualSymbolIndicator unit tests
* Introduce MultiSymbolIndicator for indicators working on multiple symbols
Use the new class as base for DualSymbolIndicator and OptionIndicatorBase.
The OptionIndicatorBase can now detect when ready even if underlying and options market close is different when resolution is daily.
* Accept any BaseData for options indicators
* Improve indicator conversion from python on registration
Also minor fixes
* Cleanup and simplification
* Fix ImpliedVolatility IsReady flag
* Update regression algorithm history count
AutomaticIndicatorWarmupOptionIndicatorsMirrorContractsRegressionAlgorithm history count decreased because options indicators period is now 1 instead of 2
* Address peer review
* WIP: Refactor Correlation Indicator
* Simplified comparison logic and improved abstraction
* Refactor Correlation and Beta indicators
- Created a base class to handle indicators with dual-symbol
functionality.
- Refactored the Beta and Correlation indicators to inherit from the new
base class.
- Updated unit tests.
- Added a new regression test to validate the latest computed value.
* Addressed review comments
* Update regression test
* Add new unit test to CommonIndicatorTests
* Addressed new review comments
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* Implement Squeeze Momentum Indicator
* Create unit test for SqueezeMomentum Indicator
* Update QCAlgorithm with SqueezeMomentum indicator
* Resolved review comments
* Switched to using Keltner indicator instead of manual calculation
* Refactor Squeeze Momentum indicator
- Make the Bollinger Bands and Keltner Channels indicators public.
- In IndicatorBase -> Update, if T is IndicatorDataPoint, then create a new
IndicatorDataPoint.
* Fix issue with regression tests
* Fix unit test
* Fix bug in beta calculation
- Beta is fill-forwarded
- A correct pair considered when they have different symbols and the
same date
- Processing occurs when there are at least period+1 correct pairs
* Address review comments
* Add time zone handling and resolution-based truncation
* Fix regression test for Beta indicator
* Handle resolution for beta indicator
- Remove effectiveResolution and Beta constructor parameter for
resolution.
- Streamlined resolution handling logic for Beta indicator.
- Fixed issues with regression test for Beta.
* Fix issue with period and WarmUpPeriod
* Update unit tests for Alpha indicator
* Fixing minor issues
* Add a variable to track if the previous symbol is the target
* Add regression test for Beta calculation between BTCUSD and SPY
* Add an extra period if the TZ are different
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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
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* Implement Hurst Exponent indicator and unit test
- Implemented Hurst Exponent indicator class
- Created unit tests to validate indicator functionality
- Added helper methods for standard deviation and regression line slope
* Optimize Hurst Exponent calculation
- Removed redundat loops and unnecessary operations.
- Precomputed values fro time lag logarithms to avoid recalculation.
- Simplified logic in ComputeNextValue for better performance.
- Updated and clarified comments for improved readability.
* Refactor HurstExponent indicator
- Made _sumX and _sumX2 fields readonly.
- Updated loop for calculating time lag differences to avoid out of
bound.
- Renamed lookbackPeriod with period.
- Replaced DateTime.Now with a fixed date.
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- Ensure both previousPoint and previousPoint2 are non-zero.
- Prevent division by zero and undefined errors.
- Add unit test to verity the new validation logic.
* 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
JosueNina