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tidypyverse / tidypandas

A grammar of data manipulation for pandas inspired by tidyverse
https://tidypyverse.github.io/tidypandas/
MIT License
93 stars 7 forks source link

Should readme include benchmark testing? #43

Open exsell-jc opened 1 year ago

exsell-jc commented 1 year ago

https://github.com/markfairbanks/tidypolars/blob/main/README.md#speed-comparisons

https://h2oai.github.io/db-benchmark

If this is based on Arrow, similar to Pandas 2, then that would be great.

talegari commented 1 year ago

Thanks for your suggestions, @exsell-jc

tidypandas is simply a wrapper over pandas. The boilerplate code should not add ideally add extra compute time as compared to pandas, definitely not changing by an order of magnitude. Also, we do not optimize for time, but for readbility and clear exposition of idea.

I will plan to add timings per verb on a separate vignette and not in readme.