3 ms·
kafka-python maintainer here. Our library is designed to be correct first, easy to use second, and fast third. It should not be surprising to anyone that using
by dpkp 10y ago
kafka-python maintainer here. Our library is designed to be correct first, easy to use second, and fast third. It should not be surprising to anyone that using C extensions improves python performance. I have avoided requiring C compilation in kafka-python primarily because I've found that very few python users care about processing >10K messages per second per core (remember in python w/o C extensions you are generally bound to a single CPU, so spinning up multiple processes usually improves performance. see multiprocessing). I've also found the python infrastructure for distributing C extensions to be not easy (see goal #2 above). But that is changing! I would definitely consider leveraging C extensions for wire protocol decoding given the recent improvements to wheel distribution on linux. I'm not sure whether I would go so far as to delegate the entire client to a C extension. Part of the fun of python is that you can play with all of the guts at runtime. I've found users are very willing to hack up kafka-python internals to help debug issues. I dont think I could expect the same community involvement if it was all distributed as a complied C extension. But I could be wrong.
Anyways, always fun to read benchmarks. I hope kafka-python makes someone out there smile. That's the best benchmark in my book.
- pwang 10y agoDistributing Python +C extensions are easy with Conda. https://conda-forge.github.io/ https://conda-forge.github.io/