PyTexas Monthly Meetup: Accelerate your pandas application with FireDucks
28 attendees from 8 groups hosting
Hosted by PyHou - Houston Python Enthusiasts!
Details
Join us for our monthly meetup! The meetup will take place in the PyTexas Discord server, so be sure to join!
This month we are excited to be joined by Sourav Saha
Speaker: Sourav Saha
Topic: Accelerate your pandas application with FireDucks; A multi-threaded DataFrame library with JIT Compiler
In this talk, I will introduce FireDucks, that comes with a multithreaded kernel backend written in C++, a JIT compiler to auto-detect and optimize the existing performance issues involved in a user program, and a pure python frontend highly compatible with pandas allowing a native pandas application to be executed as it is without any manual changes. With the promise of highly compatible pandas APIs and the revved-up performance, FireDucks can serve the demands of this digital age and transform the arduous task of data wrangling into a more efficient and less taxing endeavor. It can be simply installed on any Linux system using pip.
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