Concurrent and Distributed Computing with Python [Video]

Concurrent and Distributed Computing with Python [Video]

Harish Garg, Mithun Lakshmanaswamy
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Implement concurrency in your apps using Celery, and Pyro, and make your Python apps distributed with AWS
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Video Description

Facing difficulty in implementing concurrent and multithreaded programs in your Python applications? Is this preventing you from implementing efficient code in your apps and benefiting from multiprocessing?

This course will help you resolve these difficulties. You will start by exploring the basic concepts of concurrency and distributed computing, and you'll learn which Python libraries are relevant to these. You will not only learn to see Celery as a way to build-in concurrency into your apps, but also Pyro as an alternative to Celery. You will create processes and manage processes along with interprocess communication; combine coroutines with threads and processes; practice the management of process pools; implement asynchronous tasks/job queues using AsyncResult and Celery backends; invoke remote methods in your Python-based code, and use these skills and concepts when working with AWS for Python.

All the code and supporting files for this course are available at https://github.com/PacktPublishing/Concurrent-and-Distributed-Computing-with-Python

Style and Approach

A comprehensive course, packed with executable instructions, and working examples. You will learn about all the libraries, techniques, and tools needed to exploit concurrent and distributed programming with Python.

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What You Will Learn

  • Create and manage threads, and overcome the infamous Python GIL (Global Interpreter Lock)
  • Synchronize your processes and create process pools
  • Implement concurrent futures module through asynchronous programming
  • Practice AsyncResult and Celery backends through examples
  • See how you can implement concurrency using Celery
  • Execute client-server applications using Pyro as an alternative to Celery
  • Create a Python SQS distributed background worker

Authors

Video Details

ISBN 139781788996020
Course Length1 hour 48 minutes
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