- `DynamicSecurityData` will be a view into the `SecurityCache` instance
- Custom data which has an underlying will use the underlying
`SecurityCache` data type cache instance
- Refactors for `Security` and `SecurityCache` to avoid storing twice
the same data points in the data type cache
- `PortfolioTargetCollection` avoid calling `Count` on
ConcurrentDictionary directly -> has to take all locks
- `SecurityChanges` change Union for Concat since constructor will call
HashSet
- Make `DynamicSecurityData` hold lazy data objects
- `RegisteredSecurityDataTypesProvider` avoid looping over all
registered types, adding `TryGetType`
- `Security.Update()` will no call group by on data since this data is
already grouped by type. Adding `ContainsFillForwardData` will allows to
be lazy and not re loop through the data unless necessary
- `DefaultAlphaHandler` will use the `static`
`Enumerable.Empty<Insight>` instance when possible
- `SubscriptionSynchronizer` will be lazy to construct the
`universeData` dictionary which is not used in most of the times. Will
use `Count` vs `Any` -> `Count` is known by the dictionary
- For python algorithms `JobQueue` will respect `AlgorithmLocation`, was
using unexisting `"algorithm-path-python"`
- Only define `DEBUG` is `SelectedOptimization` is not defined
- `DynamicSecurityData` will Keep a cache of the generic types
- Avoid using so much linq at `Security.Update()`
- `Slice` will also keep a cache of the generic types
Adds IRegisteredSecurityDataTypesProvider to track all the data types
registered in the algorithm. Using this data, we can detect if it's
possible that we'll eventually have a property of a certain type name.
For example, consider I wish to use security.Data.TradeBar but we haven't
received any trade bars yet. Before this change a KeyNotFoundException
would be raised, but since we can determine that we expect to have trade
bars, we can detect this and return an empty list when we haven't received
any data yet. This also removes the need to constantly do a HasData<T>()
check before accessing the dynamic members.
Closes#3620
Provides dynamic access to cached security data keyed by the type's name.
For example, `security.Data.GetAll<Tick>()` would yield a list of ticks.
Likewise, using the dynamic accessors, `((dynamic)security.Data).Tick`
would return the same list. In C# you'll need to cast security.Data to
a dynamic. In python, all C# objects are viewed as dynamic, so python can
simply access `security.Data.Tick` directly.
See #3620
Martin Molinero