eldenmoon opened a new issue, #17388:
URL: https://github.com/apache/doris/issues/17388

   ### Search before asking
   
   - [X] I had searched in the 
[issues](https://github.com/apache/doris/issues?q=is%3Aissue) and found no 
similar issues.
   
   
   ### Description
   
   The current distribution model for Doris is as follows:
   
   OlapTableSink seperate the original Block into serveral subblocks of each 
node(BE) by tablets distribution and distributes subblocks to storage engine of 
backends, then the storage engine will seperate the subblock into multiple 
tablets channel and each delta writer will handle partial of the block.
   
   This model causes blocks to be split according to tablets, and the splitting 
process can be a relatively heavy operation. After splitting, the blocks are 
distributed to different DeltaWriters (Memtables) through RPCs to 
TabletChannels. The distribution operation on TabletChannels is also a 
relatively heavy operation. If the distribution property of the table is RANDOM 
distribution, then we have the opportunity to distribute the blocks according 
to the complete block during distribution. The advantage of doing so is to 
reduce memory copying and improve write locality, similar to appending the 
entire block to the memtable.
   
   
   This optimze could save 10% ~ 20% CPU cost of RANDOM distribution table load 
when enable load_to_single_tablet
   
   ### Solution
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [X] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of 
Conduct](https://www.apache.org/foundation/policies/conduct)
   


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