herefree commented on PR #4723:
URL: https://github.com/apache/paimon/pull/4723#issuecomment-2582270481

   > Sorry for jumping into this discussion suddenly, please excuse my 
intrusion.
   > 
   > Has anyone studied Xor Filters and Binary Fuse Filters? It has been 
implementation in this project [1] and backed up by papers [2][3]. Seems to 
have an advantage over bloom filter. But I haven't had time to look into it yet.
   > 
   > `[1]`: https://github.com/FastFilter/fastfilter_java `[2]`: Thomas Mueller 
Graf, Daniel Lemire, [Xor Filters: Faster and Smaller Than Bloom and Cuckoo 
Filters](http://arxiv.org/abs/2201.01174), Journal of Experimental Algorithmics 
25 (1), 2020. DOI: 10.1145/3376122 `[3]`: Thomas Mueller Graf, Daniel Lemire, 
[Binary Fuse Filters: Fast and Smaller Than Xor 
Filters](https://arxiv.org/abs/1912.08258), Journal of Experimental 
Algorithmics (to appear). DOI: 10.1145/3510449
   
   
   
   > Sorry for jumping into this discussion suddenly, please excuse my 
intrusion.
   > 
   > Has anyone studied Xor Filters and Binary Fuse Filters? It has been 
implementation in this project [1] and backed up by papers [2][3]. Seems to 
have an advantage over bloom filter. But I haven't had time to look into it yet.
   > 
   > `[1]`: https://github.com/FastFilter/fastfilter_java `[2]`: Thomas Mueller 
Graf, Daniel Lemire, [Xor Filters: Faster and Smaller Than Bloom and Cuckoo 
Filters](http://arxiv.org/abs/2201.01174), Journal of Experimental Algorithmics 
25 (1), 2020. DOI: 10.1145/3376122 `[3]`: Thomas Mueller Graf, Daniel Lemire, 
[Binary Fuse Filters: Fast and Smaller Than Xor 
Filters](https://arxiv.org/abs/1912.08258), Journal of Experimental 
Algorithmics (to appear). DOI: 10.1145/3510449
   
   Thanks your reply.I have seen the project before 
https://github.com/FastFilter/fastfilter_java.The Xor filter does not seem to 
support inserting keys individually each time. Every time you need to write all 
the keys to create it.


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