In summary, whether you’re looking to improve your day-to-day data analysis or streamline your data engineering workflows,Python Polars: The Definitive Guideis designed to help you unlock the full potential of Polars and solve data challenges with speed and elegance. ...
Python Polars offers a blazingly fast, multithreaded, and elegant API for data loading, manipulation, and processing. With this hands-on guide, you'll walk through every aspect of Polars and learn how to tackle practical use cases using real-world datasets. Jeroen Janssens and Thijs Nieuwdorp ...
With this definitive guide at your side, you’ll be able to: Process larger-than-memory datasets at record speed Apply the eager, lazy, and streaming APIs of Polars and decide when to use them Transition smoothly from pandas or Spark to Polars Integrate Polars into your existing code base W...
the definitive guide jeroen 2023-1-6 0:0:0 i’m excited to announce, on my 40thbirthday no less, that i’ll be writing another book. but this time i won’t be alone.thijs nieuwdorpis joining me in this adventure that we’ve dubbedpython polars: the definitive guide. we expect our...
In this blog, we'll demonstrate how to perform basic data operations using PySpark, Pandas, DuckDB, Polars, and DataFusion.
This book is for cybersecurity professionals, security analysts, system administrators, and developers looking to leverage Python to automate and enhance their security operations. Whether you’re new to Python or experienced in scripting, the book provides practical examples, real-world case studies, ...