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Hands-On Reactive Programming with Python

You're reading from   Hands-On Reactive Programming with Python Event-driven development unraveled with RxPY

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Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781789138726
Length 420 pages
Edition 1st Edition
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Author (1):
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Romain Picard Romain Picard
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Romain Picard
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Table of Contents (16) Chapters Close

Preface 1. An Introduction to Reactive Programming FREE CHAPTER 2. Asynchronous Programming in Python 3. Functional Programming with ReactiveX 4. Exploring Observables and Observers 5. Concurrency and Parallelism in RxPY 6. Implementation of an Audio Transcoding Server 7. Using Third-Party Services 8. Dynamic Reconfiguration and Error Management 9. Operators in RxPY 10. Testing and Debugging 11. Deploying and Scaling Your Application 12. Reactive Streams for Remote Communication 13. A Checklist of Best Practices 14. Assessments 15. Other Books You May Enjoy

Keeping side-effects as small as possible

In functional and reactive applications, side-effects must be present only in drivers. For debugging purposes, traces can be added in the pure code with the do_action operator.

The code in drivers should be as small as possible, limited to the part that is the side-effect. If a driver contains a side-effect and additional logic, then the additional logic should be moved out of the driver into some pure code. This has several benefits:

  • The driver is easier to test, since it does fewer things. This is good because testing side-effects is more complex than testing pure functions.
  • The resulting logic is now independent of the driver. It means that is can be used with other drivers, implementing similar side-effects but in a different way or with different technologies. When this additional logic is a full protocol, then it becomes a sans...
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