4 ms·
> considering that you compile once and run millions of times. If you’re writing data pipelines then yes, but a lot of Pandas users use it interactivity. As mu
by paulgb 5y ago
> considering that you compile once and run millions of times.
If you’re writing data pipelines then yes, but a lot of Pandas users use it interactivity. As much as I’d rather use Julia, the last time I tried it I found myself waiting for computation far more often than with a Jupyter/Python workflow.
- deleted 5y ago[deleted]
- queuebert 5y agoGive it another try. They've improved the first run times quite a bit over the last few versions. Package precompilation has gotten way better as well.
- paulgb 5y agoGlad to hear it, I will!
- adgjlsfhk1 5y agoDataFrames1.3 is a lot faster specifically.
- kruxigt 5y agoWell, then it depends if interactively means redefined methods or just glueing together existing methods in new ways with new data. If it's the latter then no new compilations are needed. If it's the former then we are dealing with a type of work that can probably not be done in pure Python or similar and would require some kind of compilation anyway.