snleee commented on issue #5089:
URL: https://github.com/apache/pinot/issues/5089#issuecomment-1195734895

   To add here, I think that we should introduce the column-based interface 
(maybe it's the same idea as `Design an interface (close to the idea of the 
stats collector) to store all the column data`) for data indexing.
   
   If the input data is based on the columnar format, we will be able to 
generate dictionary/indices column by column. This will probably consume much 
less heap because we don't need to store all column data at the same time. 
Also, we can add the parallelization config to make the engine process multiple 
columns concurrently to speed up. 


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