Jackie-Jiang opened a new issue, #8699:
URL: https://github.com/apache/pinot/issues/8699

   When new columns are added to a pinot table, the server is able to 
automatically generate default columns for the new added columns. There are 2 
types of default column that can be auto-generated: 
   1. New added column without transform function: default column will be 
filled with default null value (always dictionary encoded)
   2. New added column with transform function (derived column): default column 
will be filled with values calculated based on the transform function
   
   There are 2 things not handled right now:
   1. Generate default column raw forward index (not dictionary encoded)
   2. Support transform function on another new added column: we need to 
calculate the dependency between new added columns, and generate them in 
sequence
   
   See `BaseDefaultColumnHandler` for details


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