* regression tests
* fix: apply the same time convertion to history request time as for data time
* ver2
* fixup
* unit tests
* do not need this conversion because RoundDownInTimeZone returns in proper TZ
* comment
* requested changes
* refactoring
* more refactoring
* fix existing test: should return Sunday if open
* more symbols
* fix existing tests: submit new btcusd data
* fix
* add Cfd symbol
- Fix out of range exception, if the returns array is smaller for some
of the Symbols it will use double.NaN, similar behavior to when a date
isn't found for a Symbol. Adding unit test
- Fix duplicate key exception at ReturnsSymbolData.Returns, this could
happen with FF in history requests. Adding unit test
When new securities are added to the universe, the `ReturnsSymbolData` is warmed up with historical data that may not have the same timestamp causing an index mismatch that leads to a rejection to several valid data. In this case, we will assume that there is a time correspondence similar to what is done in Python. Unit test was added.
`BlackLittermanOptimizationPortfolioConstructionModel` will consider a new view only if there is a new last active insight by updating the `ReturnsSymbolData` with the `Insight.GeneratedTimeUtc` instead of the `IAlgorithm.Time`. Consequently, the timestamp of the historical data is converted to UTC for consistency.
`BlackLittermanSymbolData` now rejects duplicate keys like its C# version: `ReturnsSymbolData`.
Finally, `BlackLittermanPortfolioOptimizationFrameworkAlgorithm` statistics was updated because of the bug fixes.
- Reduce MinimumVariancePortfolioOptimizar precision goal so that both
CSharp and Py MeanVarianceOptimizationFrameworkAlgorithm return the same
results
- Limit factor file dates in factor file generator unit test
Implements `PortfolioBias` in EWPCM, CWPCM and IWPCM. With this new feature, these PCM will ignore insights that do not respect the desired bias. E.g. for `PortfolioBias.Long`, on Insights with `InsightDirection.Up` will be converted into `PortfolioTarget.Quantity` greater than zero and other `InsightDirection` will result in `PortfolioTarget.Quantity` of zero.
- Adding new unit test for python PCM implementations, asserting each
method is correctly called
- Reverting some unrequired changes in the
`MeanVarianceOptimizationFrameworkAlgorithm`
- Refactor shared logic from `EqualWeightingPortfolioConstructionModel`
into base `PortfolioConstructionModel` implementation
- `MeanVarianceOptimizationPortfolioConstructionModel` will respect
rebalancing period and will use all active inisights, not just the last
- Refactor AccumulativeInsightPortfolioConstructionModel to inherit from
the EWPCM, reducing code duplication and adding support for rebalancing
period
- Fixing bug where only 1 new insight per symbol was processed per loop
- Adding unit tests
- Adding new `Func<DateTime, DateTime?>` that allows PCM to return null
if the next rebalance time is null, in which case the function will be
called again in the next loop.
- Adjusting PCM next rebalance time check to perform rebalance once the
time is reached
- Adding new regression test. Updating existing
- Moving InsightCollection into base `PortfolioConstructionModel`
- Will call `InsightCollection.GetNextExpiryTime()` on each check, and
for performance `InsightCollection` will keep track of next insight
expiry time
- Removing need for PCM base classes having to call `RefreshRebalance`
- Some refactor clean up at base
PortfolioConstructionModel.IsRebalanceDue()
- Refactoring some PCM methods to be `protected` since they are not required
to be public
- Adding new `PortfolioConstructionModel.RebalanceOnInsightChanges`
flag, that will allow avoiding new insights or insight expirations to
trigger a rebalance
- Updating unit tests
- Fix for the MeanVarianceOptimizationPortfolioConstructionModel that
was skipping, in some cases, 0 magnitude insights
- Improving OrderSizing.Value and Volume to include code in consumers
- OrderSizing.GetUnorderedQuantity() will adjust result by lot size
- ImmediateExecutionModels will use OrderSizing.GetUnorderedQuantity()
- OrderSizing.Value() will take into account ContractMultiplier
- Adding unit tests
- Add missing PCM constructor methods for the different supported
rebalancing periods overloads
- Normalize rebalance behavior in the base `PortfolioConstructionModel`
- Adding new `PortfolioConstructionModel.RebalanceOnSecurityChanges`
that will allow disabling rebalance on security changes
- Adding unit tests
The class field that tracks the current month is updated only if there are securities that passed the selection criteria. It prevents division by zero and allows the universe selection a new attempt on the next trading day while keeps the universe unchanged
This helper is a favorite of mine to use in models to handle OnSecuritiesChanged
event to maintain internal state in light of additions/removals. Sometimes, the
internal state objects implement IDisposable, and without this code, they would
never be disposed. A good usage of IDisposable here would be to remove any items
that are only used by that single security related internal state such as a consolidator
Adalyat Nazirov