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Distributed Computing with Python

You're reading from   Distributed Computing with Python Harness the power of multiple computers using Python through this fast-paced informative guide

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Product type Paperback
Published in Apr 2016
Publisher
ISBN-13 9781785889691
Length 170 pages
Edition 1st Edition
Languages
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Author (1):
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Rasheedh B Rasheedh B
Author Profile Icon Rasheedh B
Rasheedh B
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Table of Contents (10) Chapters Close

Preface 1. An Introduction to Parallel and Distributed Computing 2. Asynchronous Programming FREE CHAPTER 3. Parallelism in Python 4. Distributed Applications – with Celery 5. Python in the Cloud 6. Python on an HPC Cluster 7. Testing and Debugging Distributed Applications 8. The Road Ahead Index

More complex Celery applications


We will implement two simple but interesting applications using Celery. The first one is a reimplementation of the currency exchange rate example from Chapter 3, Parallelism in Python, and the second one is a distributed sort algorithm.

We are going to use a total of four machines again (HOST1, HOST2, HOST3, and HOST4) for all these examples. As we did before, machine one (HOST1) will run RabbitMQ. The second machine (HOST2) will run Redis, the third one (HOST3) will run Celery workers, and finally, the fourth one (HOST4) will run our main code.

Let's start with a simple example. Create a new Python script (celery/currency.py) and write the following code (if you're not using Redis, remember to change backend to 'amqp://HOST1'):

import celery
import urllib.request


app = celery.Celery('currency',
                    broker='amqp://HOST1',
                    backend='redis://HOST2')


URL = 'http://finance.yahoo.com/d/quotes.csv?s={}=X&f=p'

@app.task...
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