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PavelVesely avatar PavelVesely commented on August 20, 2024

Hi Ted,
I'd actually suggest you to use the DataSketches implementation of KLL or ReqSketch for your testing and benchmarking. Their implementation is production-quality and also in Java, making the comparison meaningful, and they are under the Apache license. I believe the purpose of this repo is to demonstrate proof of concept.

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tdunning avatar tdunning commented on August 20, 2024

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PavelVesely avatar PavelVesely commented on August 20, 2024

DataSketches very recently incorporated a Java implementation of the same relative error quantiles algorithm as here, and actually their code is based on my Python code in this repo (which was implementing the algorithm from this paper: https://arxiv.org/abs/2004.01668 ).
The Java implementation is not released yet (that should be done soon) but you can find it here: https://github.com/apache/datasketches-java/tree/master/src/main/java/org/apache/datasketches/req
I was helping them to develop it and I think it's pretty much ready to be used in experiments.

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tdunning avatar tdunning commented on August 20, 2024

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tdunning avatar tdunning commented on August 20, 2024

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PavelVesely avatar PavelVesely commented on August 20, 2024

I'm fine with changing it, but this needs to be decided by Edo (the license header for relative error code here was already change to the Apache license).

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tdunning avatar tdunning commented on August 20, 2024

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edoliberty avatar edoliberty commented on August 20, 2024

Hi Ted, sorry for just now noticing this thread.
This repo is a research project. The line "It should NOT be used for any commercial purposes" is a warm recommendation more than a legal usage guideline...

I'm happy to soften the language if you think it's worth doing. Regardless, apache datasketches should be the authoritative implementation for KLL, not my untested research python code...

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