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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
Author Profile Icon Romain Picard
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

Dealing with blocking API and CPU-bound operations

The audio transcoding server implementation is now feature complete: it exposes an HTTP API to encode MP3 files to FLAC, and the resulting file is uploaded on an S3 database. However, there are still several things which are needed to improve it. This part focuses on improvements to the performance of the server. Let's start with a quick analysis of the current performances of the server. The following shell script executes ten instances of curl to transcode ten files in parallel. In other words, it simulates ten simultaneous encoding requests:

#! /bin/sh

transcode_url="http://localhost:8080/api/transcode/v1/flac"
date
echo "encoding file 0"
curl -X POST --data-binary @banjo0.mp3 $transcode_url/banjo0 &
echo "encoding file 1"
curl -X POST --data-binary @banjo1.mp3 $transcode_url/banjo1 &
echo...
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