* Changed variable names of protected members in BaseResultHandler to
match existing variable naming convention
* Changed AlgorithmRunner return type
* Remove AlgorithmResults dictionary from AlgorithmRunner
* Create AlgorithmRunnerResults container class
* Modify Relative Sampling test to accept failure cases
* Misc. updates as a result of changing AlgorithmRunner return type
* Removed Sample[a-zA-Z]+ methods from IResultHandler definition
* Converted Sample[a-zA-Z]+ methods from public to protected
* Updated inheritors of BaseResultHandler to use new accessibility
modifiers
* Removes useless code in ResolutionSwitchingAlgorithm
* Refactors AlgorithmManager loop
* Refactors StatisticsBuilder methods and strategy for series alignment
* Move sampling logic to the corresponding IResultHandler
* Changes benchmark resolution to Resolution.Hour
* Modifies IResultHandler to enable external sampling
* Adds BacktestResultHandler unit tests
* Adds ResolutionSwitchingAlgorithm to test misalignment
* Adds support to AlgorithmRunner to store algorithm IResultHandler
Warning: this commit breaks accurate calculations for algorithms that
only make use of `Daily` resolution data. Previously, because
the benchmark was added in Daily resolution in backtesting, any
algorithm that only made use of daily data would have an accurate
calculation for beta and various other statistics.
These changes serve to fix the statistics calculations of non-daily
resolution algorithms, with daily resolution to be revisited at a later
time.
Gerardo Salazar