zhengruifeng opened a new pull request #30355:
URL: https://github.com/apache/spark/pull/30355


   ### What changes were proposed in this pull request?
   use `maxBlockSizeInMB` instead of `blockSize` (#rows) to control the 
stacking of vectors;
   
   ### Why are the changes needed?
   the performance gain is mainly related to the nnz of block.
   
   
   ### Does this PR introduce _any_ user-facing change?
   yes, param blockSize -> blockSizeInMB in master
   
   ### How was this patch tested?
   updated testsuites


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