benwtrent commented on issue #10665:
URL: https://github.com/apache/lucene/issues/10665#issuecomment-1297146958

   I opened a PR for ann-benchmarks: 
https://github.com/erikbern/ann-benchmarks/pull/315
   
   I tested PyLucene locally, comparing it to @msokolov's "batch" methodology 
(writing to disk and spinning up a Java process). PyLucene provided faster 
numbers in both Batch and iterative on my m1 mac. This indicates that the 
overhead experienced is acceptable for now. 
   
   There are improvements we can make to PyLucene (native numpy support is a 
big one). But, it seems prudent to get measurements recorded in ann-benchmarks 
and iteratively improve our python over time :).
   
   Also, its for Lucene 9.1. I am going to see about getting a newer PyLucene 
version built hitting the latest release. We can update our benchmark 
implementation to hit the new version when its available.
   
   @msokolov @jtibshirani IDK if y'all want to review the ann-benchmarks 
implementation or not. Let me know what you think.


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