Karau, Holden
Scaling Python with Ray: Exploring Actors, Distributed Data, and Friends in Serverless and Cloud Environments
- ISBN 13:
- 9781098118808
- author:
- Karau, Holden
- format:
- Paperback
- publisher:
- OREILLY MEDIA
- language:
- English
- Publication Year:
- 2022
- Pages:
- 110
- Dimensions:
- 23.1 x 17.5 x 1.8 centimetres (0
- Genre:
- Computers, Server & Database, Data Mining,
- Condition:
- New
- supplier_id:
- 56
- Availability:
- Item usually sent within 10 working days
Description
Scaling your Python application to meet growing demands requires careful consideration and strategic planning. With the Ray general-purpose serverless implementation in Python, you can focus on writing code without worrying about infrastructure management.
This book provides expert guidance from experienced software architecture practitioners Holden Karau and Boris Lublinsky on how to scale existing Python applications and pipelines using Ray. You'll learn how to implement stateful applications, build workflow management, and apply advanced data processing techniques, all while staying within the Python ecosystem.