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A friend of mine achieved a similar speedup by implementing the text parsing in numpy instead of native python.


very interesting. I have never been able to achieve speedups in text processing with numpy. Do you have any examples by any chance?


Unfortunately not, and it has since been replaced by an even faster (and much more reliable) rust implementation.




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