Python Polars: The Definitive Guide
Python Polars: The Definitive Guide
Regular price
Checking stock...
Regular price
Checking stock...
Proud to be B-Corp
Our business meets the highest standards of verified social and environmental performance, public transparency and legal accountability to balance profit and purpose. In short, we care about people and the planet.
The feel-good place to buy books
- Free delivery in Australia
- Supporting authors with AuthorSHARE
- 100% recyclable packaging
- Proud to be a B Corp – A Business for good
- Buy-back with Ziffit
Python Polars: The Definitive Guide by Jeroen Janssens
Want to speed up your data analysis and work with larger-than-memory datasets? 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 from Xomnia in Amsterdam show you how this superfast DataFrame library is perfect for efficient data wrangling, ETL pipelines, and so much more. This book helps you quickly learn the syntax and understand Polars' underlying concepts. You don't need to have experience with pandas or Spark, but if you do, this book will help you make a smooth transition. 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 Work with Arrow and Parquet to efficiently read and write data Translate complex ETL tasks into efficient and elegant queries| SKU | Unavailable |
| ISBN 13 | 9781098156084 |
| ISBN 10 | 1098156080 |
| Title | Python Polars: The Definitive Guide |
| Author | Jeroen Janssens |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | O'Reilly Media |
| Year published | 2025-03-31 |
| Number of pages | 400 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |