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Description
Scaling Python with RayAll Indian Reprints of O'Reilly are printed in GrayscaleServerless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, experienced software
All Indian Reprints of O'Reilly are printed in GrayscaleServerless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software architecture practitioners Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while reducing single points of failure and manual scheduling. Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness.If your data processing or server application has grown beyond what a single computer can handle, this book is for you. You'll explore distributed processing (the pure Python implementation of serverless) and learn how to: Implement stateful applications with Ray actors Build workflow management in Ray Use Ray as a unified system for batch and stream processing Apply advanced data processing with Ray Build microservices with Ray Implement reliable Ray applicationsShipping Notes
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4.5 ★★★★★
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Product Reviews
★★★★★ 5
Huge box of spoons that actually hold up!
My patience started wearing thin as a result of having to always keep buying spoons due to all the cereal and yogurt that the volunteers have each morning. Finally, I decided to buy these gigantic boxes just to be over with it once and for all. These spoons are surprisingly durable given the extremely low price and the fact that they are just disposable plastic utensils. I tried using one on some dense frozen ice cream yesterday evening, and the handle did not even flex at all, let alone break.
This product comes packaged in a fairly frail cardboard box which makes it occupy quite a bit of floor space in the pantry. Nevertheless, I find it completely worthwhile.
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Reviewed in the United States on May 30, 2026
★★★★★ 5
Great Bulk Pack of Disposable Spoons
These is a nice bulk pack of disposable spoons, and at a great price value. They are light weight, sturdy, BPA free spoons that conveint and safe to use everyday. My daughter is finishes her 9th grade school year in a couple of weeks, and when she is done we are have a small ice cream party. Which, is why I got these spoons. They will be perfect for the party and clean up will be very easy.
Overall, I am happy that I got these spoons. I would recommend them to anyone who needs a bulk quantity of good quality spoons, and I don't have anything bad to say about them at all.
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Reviewed in the United States on May 30, 2026
★★★★★ 5
Good price
For a thousand spoons, you can’t do better. It’s a great value for the price. They’re not the most durable spoons, but they’ll handle a family reunion with ease. If you need them for the office or a reunion, or you just don’t want to do dishes, you really can’t beat it. Eventually I’ll buy them again.
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Reviewed in the United States on May 28, 2026
★★★★★ 5
Great Value & Eco-Friendly!
Color: Brown, Size: 9inch
I love these paper plates! They’re sturdy, affordable, and perfect for everyday use. I actually have them on an auto subscription every two weeks because we use them so often. I also love that they’re biodegradable, which makes them an even better choice for our family. Definitely a great value for the price!
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Reviewed in the United States on May 16, 2026
★★★★★ 5
Sturdy and biodegradable
Color: Brown, Size: 6inch
The plates are great. Sturdy and biodegradable. Sadly, we found out they contain gluten
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Reviewed in the United States on May 15, 2026