If we extend a table schema in Pinot to add new columns (so it does not break backward compatibility); do we have to backfill data or can Pinot use null/default values to handle the older segments?

Pinot can auto fill null/default value in this case

Pinot can also fill derived value i.e. if the value of new column is derived from existing columns, Pinot will calculate it using the function you provide