Fix Version/s: None
While working on
DM-21688, it was discovered that certainly plugins in diaCalculationPlugins could be sped up by a factor of ~ 100 by using some of the pandas build in functions.
This ticket will implement these simple changes and compare the speed of using these plugins that of the current stack. The plug insto change are:
This is around 30% of the plugins current implemented. One would naively expect a roughly a 30% decrease in the speed of the diaCalculation step. Functions for skew and percentiles are implemented in Pandas GroupBy/Dataframe processing but don't seem to be highly optimized like the above calculations are.