FireDucks: A Multithreaded DataFrame Library with JIT Compilation | Sourav Saha | Conf42 Python 2025

Conference: Conf42 Python 2025

Year: 2025

Read the abstract ➤ https://www.conf42.com/Python_2025_Sourav_Saha_firedricks_dataframe_jit Other sessions at this event ➤ https://www.conf42.com/python2025 Join Circle ➤ https://conf42.circle.so/checkout/subscribe Chapters 00:00 Introduction and Overview 00:38 Speaker Background and Experience 01:13 Motivation Behind FireDucks 02:34 Challenges with Pandas 04:37 Best Practices for Data Processing 14:35 Introduction to FireDucks 20:33 FireDucks Demo and Usage 26:24 Optimization Features of FireDucks 36:39 Benchmarking FireDucks 40:15 Conclusion and Resources